warning: commands will be executed using /bin/sh
job 5710 at Wed Oct  1 18:36:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140729/YutaMouse23-140729/YutaMouse23-140729
ElecNo	4
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 2997534 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 999178 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 52593 members 
Mstep: Class 4 contains 52318 members 
Mstep: Class 5 contains 52457 members 
Mstep: Class 6 contains 52472 members 
Mstep: Class 7 contains 52590 members 
Mstep: Class 8 contains 52641 members 
Mstep: Class 9 contains 52311 members 
Mstep: Class 10 contains 52570 members 
Mstep: Class 11 contains 52957 members 
Mstep: Class 12 contains 52325 members 
Mstep: Class 13 contains 52727 members 
Mstep: Class 14 contains 52569 members 
Mstep: Class 15 contains 52484 members 
Mstep: Class 16 contains 53019 members 
Mstep: Class 17 contains 52513 members 
Mstep: Class 18 contains 52370 members 
Mstep: Class 19 contains 52831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2816.494385 but Gain 3426.042969
Score: -143729040.000000 Penalty: 61668.769531
Iteration 0F: 19 clusters Score -1.43729e+08 nChanged 945359
Entering Unmasked Mstep 
Mstep: Class 0 contains 2541 members 
Mstep: Class 1 contains 373369 members 
Mstep: Class 2 contains 32247 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 57817 members 
Mstep: Class 6 contains 121535 members 
Mstep: Class 7 contains 20641 members 
Mstep: Class 8 contains 42707 members 
Mstep: Class 9 contains 28954 members 
Mstep: Class 10 contains 46493 members 
Mstep: Class 11 contains 51661 members 
Mstep: Class 12 contains 14022 members 
Mstep: Class 13 contains 12931 members 
Mstep: Class 14 contains 22951 members 
Mstep: Class 15 contains 24784 members 
Mstep: Class 16 contains 8065 members 
Mstep: Class 17 contains 33526 members 
Mstep: Class 18 contains 36170 members 
Mstep: Class 19 contains 62213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147284016.000000 Penalty: 61668.769531
Iteration 1F: 19 clusters Score -1.47284e+08 nChanged 412530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1075 members 
Mstep: Class 1 contains 323405 members 
Mstep: Class 2 contains 34756 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 55174 members 
Mstep: Class 6 contains 186998 members 
Mstep: Class 7 contains 15210 members 
Mstep: Class 8 contains 55486 members 
Mstep: Class 9 contains 23758 members 
Mstep: Class 10 contains 57359 members 
Mstep: Class 11 contains 43042 members 
Mstep: Class 12 contains 9943 members 
Mstep: Class 13 contains 12622 members 
Mstep: Class 14 contains 29234 members 
Mstep: Class 15 contains 16249 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 35594 members 
Mstep: Class 18 contains 22702 members 
Mstep: Class 19 contains 67610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148809584.000000 Penalty: 61668.769531
Iteration 2F: 19 clusters Score -1.488096e+08 nChanged 340642
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 262132 members 
Mstep: Class 2 contains 42071 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 59776 members 
Mstep: Class 6 contains 153733 members 
Mstep: Class 7 contains 15619 members 
Mstep: Class 8 contains 91368 members 
Mstep: Class 9 contains 23434 members 
Mstep: Class 10 contains 101459 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 9425 members 
Mstep: Class 13 contains 13826 members 
Mstep: Class 14 contains 38926 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 38062 members 
Mstep: Class 18 contains 15530 members 
Mstep: Class 19 contains 75840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149754208.000000 Penalty: 61668.769531
Iteration 3F: 19 clusters Score -1.497542e+08 nChanged 285910
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 199132 members 
Mstep: Class 2 contains 52343 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 60605 members 
Mstep: Class 6 contains 91675 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 129858 members 
Mstep: Class 9 contains 24494 members 
Mstep: Class 10 contains 175156 members 
Mstep: Class 11 contains 32010 members 
Mstep: Class 12 contains 9404 members 
Mstep: Class 13 contains 15498 members 
Mstep: Class 14 contains 43249 members 
Mstep: Class 15 contains 18509 members 
Mstep: Class 16 contains 1741 members 
Mstep: Class 17 contains 38712 members 
Mstep: Class 18 contains 14164 members 
Mstep: Class 19 contains 75374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150322144.000000 Penalty: 61668.769531
Iteration 4F: 19 clusters Score -1.503221e+08 nChanged 204242
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 60760 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 63700 members 
Mstep: Class 6 contains 52707 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 163877 members 
Mstep: Class 9 contains 24730 members 
Mstep: Class 10 contains 207226 members 
Mstep: Class 11 contains 29490 members 
Mstep: Class 12 contains 10326 members 
Mstep: Class 13 contains 17308 members 
Mstep: Class 14 contains 42693 members 
Mstep: Class 15 contains 20196 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 38224 members 
Mstep: Class 18 contains 15386 members 
Mstep: Class 19 contains 69929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150577376.000000 Penalty: 61668.769531
Iteration 5F: 19 clusters Score -1.505774e+08 nChanged 140995
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 63849 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 65990 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 11685 members 
Mstep: Class 8 contains 179216 members 
Mstep: Class 9 contains 25033 members 
Mstep: Class 10 contains 210761 members 
Mstep: Class 11 contains 28477 members 
Mstep: Class 12 contains 12567 members 
Mstep: Class 13 contains 18397 members 
Mstep: Class 14 contains 40525 members 
Mstep: Class 15 contains 22285 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 37475 members 
Mstep: Class 18 contains 17353 members 
Mstep: Class 19 contains 67949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150744352.000000 Penalty: 61668.769531
Iteration 6F: 19 clusters Score -1.507444e+08 nChanged 96579
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 160897 members 
Mstep: Class 2 contains 63460 members 
Mstep: Class 3 contains 1987 members 
Mstep: Class 4 contains 67564 members 
Mstep: Class 6 contains 40919 members 
Mstep: Class 7 contains 9429 members 
Mstep: Class 8 contains 176390 members 
Mstep: Class 9 contains 25240 members 
Mstep: Class 10 contains 197591 members 
Mstep: Class 11 contains 28017 members 
Mstep: Class 12 contains 15963 members 
Mstep: Class 13 contains 18285 members 
Mstep: Class 14 contains 38165 members 
Mstep: Class 15 contains 24154 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 36650 members 
Mstep: Class 18 contains 19965 members 
Mstep: Class 19 contains 72707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150845136.000000 Penalty: 61668.769531
Iteration 7F: 19 clusters Score -1.508451e+08 nChanged 72924
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 167042 members 
Mstep: Class 2 contains 61044 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 67553 members 
Mstep: Class 6 contains 40406 members 
Mstep: Class 7 contains 8552 members 
Mstep: Class 8 contains 168450 members 
Mstep: Class 9 contains 25395 members 
Mstep: Class 10 contains 193801 members 
Mstep: Class 11 contains 27782 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 25252 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 35727 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 80337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150909296.000000 Penalty: 61668.769531
Iteration 8F: 19 clusters Score -1.509093e+08 nChanged 56226
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 58325 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 66654 members 
Mstep: Class 6 contains 40929 members 
Mstep: Class 7 contains 9288 members 
Mstep: Class 8 contains 158964 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 194632 members 
Mstep: Class 11 contains 27471 members 
Mstep: Class 12 contains 16143 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 34034 members 
Mstep: Class 15 contains 25977 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 34711 members 
Mstep: Class 18 contains 25877 members 
Mstep: Class 19 contains 88973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150959728.000000 Penalty: 61668.769531
Iteration 9F: 19 clusters Score -1.509597e+08 nChanged 46558
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 171746 members 
Mstep: Class 2 contains 55745 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 65818 members 
Mstep: Class 6 contains 42104 members 
Mstep: Class 7 contains 10406 members 
Mstep: Class 8 contains 148593 members 
Mstep: Class 9 contains 25504 members 
Mstep: Class 10 contains 195664 members 
Mstep: Class 11 contains 27040 members 
Mstep: Class 12 contains 15192 members 
Mstep: Class 13 contains 18292 members 
Mstep: Class 14 contains 32436 members 
Mstep: Class 15 contains 26865 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 33842 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 97592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151002912.000000 Penalty: 61668.769531
Iteration 10Q: 19 clusters Score -1.510029e+08 nChanged 41579
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 173132 members 
Mstep: Class 2 contains 53543 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 65343 members 
Mstep: Class 6 contains 43700 members 
Mstep: Class 7 contains 11250 members 
Mstep: Class 8 contains 137346 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 196080 members 
Mstep: Class 11 contains 26588 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 18407 members 
Mstep: Class 14 contains 31101 members 
Mstep: Class 15 contains 27941 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 33168 members 
Mstep: Class 18 contains 30864 members 
Mstep: Class 19 contains 106681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151046256.000000 Penalty: 61668.769531
Iteration 11Q: 19 clusters Score -1.510463e+08 nChanged 38281
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 51713 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 64926 members 
Mstep: Class 6 contains 45440 members 
Mstep: Class 7 contains 11750 members 
Mstep: Class 8 contains 126503 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 195917 members 
Mstep: Class 11 contains 26310 members 
Mstep: Class 12 contains 14145 members 
Mstep: Class 13 contains 18613 members 
Mstep: Class 14 contains 30032 members 
Mstep: Class 15 contains 29049 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 32804 members 
Mstep: Class 18 contains 32445 members 
Mstep: Class 19 contains 115676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151101232.000000 Penalty: 61668.769531
Iteration 12Q: 19 clusters Score -1.511012e+08 nChanged 31892
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 50227 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 64116 members 
Mstep: Class 6 contains 47167 members 
Mstep: Class 7 contains 12075 members 
Mstep: Class 8 contains 124507 members 
Mstep: Class 9 contains 25845 members 
Mstep: Class 10 contains 195444 members 
Mstep: Class 11 contains 26081 members 
Mstep: Class 12 contains 13833 members 
Mstep: Class 13 contains 18816 members 
Mstep: Class 14 contains 29221 members 
Mstep: Class 15 contains 30335 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 32590 members 
Mstep: Class 18 contains 32669 members 
Mstep: Class 19 contains 117248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151141936.000000 Penalty: 61668.769531
Iteration 13Q: 19 clusters Score -1.511419e+08 nChanged 25292
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 49077 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 63190 members 
Mstep: Class 6 contains 48745 members 
Mstep: Class 7 contains 12280 members 
Mstep: Class 8 contains 129133 members 
Mstep: Class 9 contains 25804 members 
Mstep: Class 10 contains 194902 members 
Mstep: Class 11 contains 25959 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 18884 members 
Mstep: Class 14 contains 28552 members 
Mstep: Class 15 contains 31904 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 32175 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 112914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151157456.000000 Penalty: 61668.769531
Iteration 14Q: 19 clusters Score -1.511575e+08 nChanged 20250
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 48165 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 6 contains 50095 members 
Mstep: Class 7 contains 12339 members 
Mstep: Class 8 contains 134055 members 
Mstep: Class 9 contains 25739 members 
Mstep: Class 10 contains 194177 members 
Mstep: Class 11 contains 25905 members 
Mstep: Class 12 contains 13255 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 27976 members 
Mstep: Class 15 contains 33849 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 31619 members 
Mstep: Class 18 contains 32247 members 
Mstep: Class 19 contains 108329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151171312.000000 Penalty: 61668.769531
Iteration 15Q: 19 clusters Score -1.511713e+08 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 47476 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 61219 members 
Mstep: Class 6 contains 51132 members 
Mstep: Class 7 contains 12327 members 
Mstep: Class 8 contains 139348 members 
Mstep: Class 9 contains 25653 members 
Mstep: Class 10 contains 193389 members 
Mstep: Class 11 contains 25869 members 
Mstep: Class 12 contains 12986 members 
Mstep: Class 13 contains 18731 members 
Mstep: Class 14 contains 27450 members 
Mstep: Class 15 contains 35732 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 31074 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 103476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151186304.000000 Penalty: 61668.769531
Iteration 16Q: 19 clusters Score -1.511863e+08 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 177682 members 
Mstep: Class 2 contains 46918 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 60052 members 
Mstep: Class 6 contains 51972 members 
Mstep: Class 7 contains 12301 members 
Mstep: Class 8 contains 144745 members 
Mstep: Class 9 contains 25569 members 
Mstep: Class 10 contains 192382 members 
Mstep: Class 11 contains 25867 members 
Mstep: Class 12 contains 12710 members 
Mstep: Class 13 contains 18822 members 
Mstep: Class 14 contains 27019 members 
Mstep: Class 15 contains 37442 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 30608 members 
Mstep: Class 18 contains 32584 members 
Mstep: Class 19 contains 98644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151205808.000000 Penalty: 61668.769531
Iteration 17Q: 19 clusters Score -1.512058e+08 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 178188 members 
Mstep: Class 2 contains 46430 members 
Mstep: Class 3 contains 2087 members 
Mstep: Class 4 contains 58821 members 
Mstep: Class 6 contains 52594 members 
Mstep: Class 7 contains 12296 members 
Mstep: Class 8 contains 148437 members 
Mstep: Class 9 contains 25467 members 
Mstep: Class 10 contains 191289 members 
Mstep: Class 11 contains 25909 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 18938 members 
Mstep: Class 14 contains 26697 members 
Mstep: Class 15 contains 38950 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 30155 members 
Mstep: Class 18 contains 32963 members 
Mstep: Class 19 contains 95698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151215920.000000 Penalty: 61668.769531
Iteration 18Q: 19 clusters Score -1.512159e+08 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 178643 members 
Mstep: Class 2 contains 46062 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 57434 members 
Mstep: Class 6 contains 53143 members 
Mstep: Class 7 contains 12318 members 
Mstep: Class 8 contains 149945 members 
Mstep: Class 9 contains 25368 members 
Mstep: Class 10 contains 190143 members 
Mstep: Class 11 contains 25946 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 19128 members 
Mstep: Class 14 contains 26463 members 
Mstep: Class 15 contains 40557 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 29828 members 
Mstep: Class 18 contains 33327 members 
Mstep: Class 19 contains 94736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151219568.000000 Penalty: 61668.769531
Iteration 19Q: 19 clusters Score -1.512196e+08 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 45818 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 56219 members 
Mstep: Class 6 contains 53568 members 
Mstep: Class 7 contains 12331 members 
Mstep: Class 8 contains 150605 members 
Mstep: Class 9 contains 25254 members 
Mstep: Class 10 contains 188646 members 
Mstep: Class 11 contains 26006 members 
Mstep: Class 12 contains 12060 members 
Mstep: Class 13 contains 19370 members 
Mstep: Class 14 contains 26247 members 
Mstep: Class 15 contains 42063 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 29619 members 
Mstep: Class 18 contains 33789 members 
Mstep: Class 19 contains 94424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151224512.000000 Penalty: 61668.769531
Iteration 20F: 19 clusters Score -1.512245e+08 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 179871 members 
Mstep: Class 2 contains 45533 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 55286 members 
Mstep: Class 6 contains 54003 members 
Mstep: Class 7 contains 12795 members 
Mstep: Class 8 contains 151015 members 
Mstep: Class 9 contains 25175 members 
Mstep: Class 10 contains 186959 members 
Mstep: Class 11 contains 25747 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 19622 members 
Mstep: Class 14 contains 25986 members 
Mstep: Class 15 contains 43497 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 29146 members 
Mstep: Class 18 contains 34453 members 
Mstep: Class 19 contains 94283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151229024.000000 Penalty: 61668.769531
Iteration 21Q: 19 clusters Score -1.51229e+08 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 45289 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 54399 members 
Mstep: Class 6 contains 54361 members 
Mstep: Class 7 contains 13049 members 
Mstep: Class 8 contains 151293 members 
Mstep: Class 9 contains 25055 members 
Mstep: Class 10 contains 185293 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 19861 members 
Mstep: Class 14 contains 25725 members 
Mstep: Class 15 contains 44823 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28854 members 
Mstep: Class 18 contains 35303 members 
Mstep: Class 19 contains 94190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151233328.000000 Penalty: 61668.769531
Iteration 22Q: 19 clusters Score -1.512333e+08 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 180835 members 
Mstep: Class 2 contains 45129 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 53412 members 
Mstep: Class 6 contains 54674 members 
Mstep: Class 7 contains 13304 members 
Mstep: Class 8 contains 151507 members 
Mstep: Class 9 contains 24899 members 
Mstep: Class 10 contains 183587 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 11653 members 
Mstep: Class 13 contains 20102 members 
Mstep: Class 14 contains 25485 members 
Mstep: Class 15 contains 46060 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28615 members 
Mstep: Class 18 contains 36401 members 
Mstep: Class 19 contains 94113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151238384.000000 Penalty: 61668.769531
Iteration 23Q: 19 clusters Score -1.512384e+08 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 181242 members 
Mstep: Class 2 contains 44978 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 52423 members 
Mstep: Class 6 contains 54941 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 151611 members 
Mstep: Class 9 contains 24754 members 
Mstep: Class 10 contains 181734 members 
Mstep: Class 11 contains 25450 members 
Mstep: Class 12 contains 11576 members 
Mstep: Class 13 contains 20318 members 
Mstep: Class 14 contains 25273 members 
Mstep: Class 15 contains 47148 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28458 members 
Mstep: Class 18 contains 37761 members 
Mstep: Class 19 contains 94058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151243536.000000 Penalty: 61668.769531
Iteration 24Q: 19 clusters Score -1.512435e+08 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 181362 members 
Mstep: Class 2 contains 44872 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 51434 members 
Mstep: Class 6 contains 55181 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 8 contains 151628 members 
Mstep: Class 9 contains 24578 members 
Mstep: Class 10 contains 180094 members 
Mstep: Class 11 contains 25423 members 
Mstep: Class 12 contains 11530 members 
Mstep: Class 13 contains 20508 members 
Mstep: Class 14 contains 25070 members 
Mstep: Class 15 contains 48160 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28334 members 
Mstep: Class 18 contains 39271 members 
Mstep: Class 19 contains 94025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151248032.000000 Penalty: 61668.769531
Iteration 25Q: 19 clusters Score -1.51248e+08 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 181300 members 
Mstep: Class 2 contains 44826 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 50511 members 
Mstep: Class 6 contains 55354 members 
Mstep: Class 7 contains 14112 members 
Mstep: Class 8 contains 151593 members 
Mstep: Class 9 contains 24413 members 
Mstep: Class 10 contains 178490 members 
Mstep: Class 11 contains 25359 members 
Mstep: Class 12 contains 11507 members 
Mstep: Class 13 contains 20693 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 15 contains 49017 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28260 members 
Mstep: Class 18 contains 40991 members 
Mstep: Class 19 contains 93981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151253248.000000 Penalty: 61668.769531
Iteration 26Q: 19 clusters Score -1.512532e+08 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 44806 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 49587 members 
Mstep: Class 6 contains 55538 members 
Mstep: Class 7 contains 14570 members 
Mstep: Class 8 contains 151466 members 
Mstep: Class 9 contains 24213 members 
Mstep: Class 10 contains 177037 members 
Mstep: Class 11 contains 25180 members 
Mstep: Class 12 contains 11495 members 
Mstep: Class 13 contains 20889 members 
Mstep: Class 14 contains 24644 members 
Mstep: Class 15 contains 49691 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28231 members 
Mstep: Class 18 contains 42882 members 
Mstep: Class 19 contains 93943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151260640.000000 Penalty: 61668.769531
Iteration 27Q: 19 clusters Score -1.512606e+08 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 180708 members 
Mstep: Class 2 contains 44820 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 48689 members 
Mstep: Class 6 contains 55666 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 151268 members 
Mstep: Class 9 contains 23982 members 
Mstep: Class 10 contains 175894 members 
Mstep: Class 11 contains 25008 members 
Mstep: Class 12 contains 11481 members 
Mstep: Class 13 contains 21058 members 
Mstep: Class 14 contains 24451 members 
Mstep: Class 15 contains 50230 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28234 members 
Mstep: Class 18 contains 44817 members 
Mstep: Class 19 contains 93905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151266784.000000 Penalty: 61668.769531
Iteration 28Q: 19 clusters Score -1.512668e+08 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 44881 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 47940 members 
Mstep: Class 6 contains 55780 members 
Mstep: Class 7 contains 15266 members 
Mstep: Class 8 contains 150974 members 
Mstep: Class 9 contains 23744 members 
Mstep: Class 10 contains 174959 members 
Mstep: Class 11 contains 25052 members 
Mstep: Class 12 contains 11472 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 24270 members 
Mstep: Class 15 contains 50747 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28264 members 
Mstep: Class 18 contains 46762 members 
Mstep: Class 19 contains 93861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151271168.000000 Penalty: 61668.769531
Iteration 29Q: 19 clusters Score -1.512712e+08 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 179306 members 
Mstep: Class 2 contains 44993 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 6 contains 55877 members 
Mstep: Class 7 contains 15367 members 
Mstep: Class 8 contains 150667 members 
Mstep: Class 9 contains 23509 members 
Mstep: Class 10 contains 174191 members 
Mstep: Class 11 contains 25110 members 
Mstep: Class 12 contains 11466 members 
Mstep: Class 13 contains 21376 members 
Mstep: Class 14 contains 24089 members 
Mstep: Class 15 contains 51171 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28327 members 
Mstep: Class 18 contains 48735 members 
Mstep: Class 19 contains 93835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151275296.000000 Penalty: 61668.769531
Iteration 30Q: 19 clusters Score -1.512753e+08 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 178568 members 
Mstep: Class 2 contains 45062 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 46588 members 
Mstep: Class 6 contains 55921 members 
Mstep: Class 7 contains 15413 members 
Mstep: Class 8 contains 150303 members 
Mstep: Class 9 contains 23316 members 
Mstep: Class 10 contains 173458 members 
Mstep: Class 11 contains 25210 members 
Mstep: Class 12 contains 11472 members 
Mstep: Class 13 contains 21530 members 
Mstep: Class 14 contains 23934 members 
Mstep: Class 15 contains 51528 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28418 members 
Mstep: Class 18 contains 50714 members 
Mstep: Class 19 contains 93818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151279072.000000 Penalty: 61668.769531
Iteration 31Q: 19 clusters Score -1.512791e+08 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 45119 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 46047 members 
Mstep: Class 6 contains 55979 members 
Mstep: Class 7 contains 15490 members 
Mstep: Class 8 contains 149871 members 
Mstep: Class 9 contains 23138 members 
Mstep: Class 10 contains 172969 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 21674 members 
Mstep: Class 14 contains 23787 members 
Mstep: Class 15 contains 51900 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28473 members 
Mstep: Class 18 contains 52514 members 
Mstep: Class 19 contains 93784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151282384.000000 Penalty: 61668.769531
Iteration 32Q: 19 clusters Score -1.512824e+08 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 176702 members 
Mstep: Class 2 contains 45193 members 
Mstep: Class 3 contains 2142 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 6 contains 56027 members 
Mstep: Class 7 contains 15545 members 
Mstep: Class 8 contains 149392 members 
Mstep: Class 9 contains 22989 members 
Mstep: Class 10 contains 172843 members 
Mstep: Class 11 contains 25401 members 
Mstep: Class 12 contains 11470 members 
Mstep: Class 13 contains 21810 members 
Mstep: Class 14 contains 23651 members 
Mstep: Class 15 contains 52240 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28536 members 
Mstep: Class 18 contains 54126 members 
Mstep: Class 19 contains 93761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151285168.000000 Penalty: 61668.769531
Iteration 33Q: 19 clusters Score -1.512852e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 175647 members 
Mstep: Class 2 contains 45261 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 45204 members 
Mstep: Class 6 contains 56067 members 
Mstep: Class 7 contains 15576 members 
Mstep: Class 8 contains 148934 members 
Mstep: Class 9 contains 22823 members 
Mstep: Class 10 contains 172932 members 
Mstep: Class 11 contains 25510 members 
Mstep: Class 12 contains 11475 members 
Mstep: Class 13 contains 21950 members 
Mstep: Class 14 contains 23514 members 
Mstep: Class 15 contains 52533 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28653 members 
Mstep: Class 18 contains 55419 members 
Mstep: Class 19 contains 93743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151287472.000000 Penalty: 61668.769531
Iteration 34Q: 19 clusters Score -1.512875e+08 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 174573 members 
Mstep: Class 2 contains 45360 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 44977 members 
Mstep: Class 6 contains 56066 members 
Mstep: Class 7 contains 15601 members 
Mstep: Class 8 contains 148510 members 
Mstep: Class 9 contains 22665 members 
Mstep: Class 10 contains 173117 members 
Mstep: Class 11 contains 25619 members 
Mstep: Class 12 contains 11484 members 
Mstep: Class 13 contains 22106 members 
Mstep: Class 14 contains 23376 members 
Mstep: Class 15 contains 52748 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28775 members 
Mstep: Class 18 contains 56515 members 
Mstep: Class 19 contains 93744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151289680.000000 Penalty: 61668.769531
Iteration 35Q: 19 clusters Score -1.512897e+08 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 173421 members 
Mstep: Class 2 contains 45412 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 44908 members 
Mstep: Class 6 contains 56034 members 
Mstep: Class 7 contains 15631 members 
Mstep: Class 8 contains 148099 members 
Mstep: Class 9 contains 22541 members 
Mstep: Class 10 contains 173535 members 
Mstep: Class 11 contains 25709 members 
Mstep: Class 12 contains 11496 members 
Mstep: Class 13 contains 22248 members 
Mstep: Class 14 contains 23242 members 
Mstep: Class 15 contains 52965 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 28911 members 
Mstep: Class 18 contains 57340 members 
Mstep: Class 19 contains 93739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151292656.000000 Penalty: 61668.769531
Iteration 36Q: 19 clusters Score -1.512927e+08 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 172355 members 
Mstep: Class 2 contains 45421 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 44953 members 
Mstep: Class 6 contains 56029 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 147696 members 
Mstep: Class 9 contains 22434 members 
Mstep: Class 10 contains 173874 members 
Mstep: Class 11 contains 25804 members 
Mstep: Class 12 contains 11511 members 
Mstep: Class 13 contains 22382 members 
Mstep: Class 14 contains 23110 members 
Mstep: Class 15 contains 53235 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 29052 members 
Mstep: Class 18 contains 58020 members 
Mstep: Class 19 contains 93720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151295728.000000 Penalty: 61668.769531
Iteration 37Q: 19 clusters Score -1.512957e+08 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 45447 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 45093 members 
Mstep: Class 6 contains 55993 members 
Mstep: Class 7 contains 15618 members 
Mstep: Class 8 contains 147311 members 
Mstep: Class 9 contains 22322 members 
Mstep: Class 10 contains 174331 members 
Mstep: Class 11 contains 25902 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 22969 members 
Mstep: Class 15 contains 53534 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 29197 members 
Mstep: Class 18 contains 58533 members 
Mstep: Class 19 contains 93700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151297472.000000 Penalty: 61668.769531
Iteration 38Q: 19 clusters Score -1.512975e+08 nChanged 9955
Entering ConstructFrom: 
Score: -151297472.000000 Penalty: 61668.769531
Entering ConstructFrom: 
Trying to split cluster 1 (170273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170273 members 
Entering Unmasked Estep 
Score: -26886136.000000 Penalty: 2987.199219
	Iteration 0F: 2 clusters Score -2.688614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -26856454.000000 Penalty: 5974.398438
	Iteration 0F: 3 clusters Score -2.685645e+07 nChanged 81583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -26903690.000000 Penalty: 5974.398438
	Iteration 1F: 3 clusters Score -2.690369e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -26904754.000000 Penalty: 5974.398438
	Iteration 2Q: 3 clusters Score -2.690475e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -26905876.000000 Penalty: 5974.398438
	Iteration 3Q: 3 clusters Score -2.690588e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -26907656.000000 Penalty: 5974.398438
	Iteration 4Q: 3 clusters Score -2.690766e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -26910398.000000 Penalty: 5974.398438
	Iteration 5Q: 3 clusters Score -2.69104e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -26914780.000000 Penalty: 5974.398438
	Iteration 6F: 3 clusters Score -2.691478e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -26922392.000000 Penalty: 5974.398438
	Iteration 7F: 3 clusters Score -2.692239e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -26932822.000000 Penalty: 5974.398438
	Iteration 8F: 3 clusters Score -2.693282e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -26942394.000000 Penalty: 5974.398438
	Iteration 9F: 3 clusters Score -2.694239e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 85884 members 
Entering Unmasked Estep 
Score: -26948896.000000 Penalty: 5974.398438
	Iteration 10F: 3 clusters Score -2.69489e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -26952118.000000 Penalty: 5974.398438
	Iteration 11Q: 3 clusters Score -2.695212e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -26953534.000000 Penalty: 5974.398438
	Iteration 12Q: 3 clusters Score -2.695353e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -26954478.000000 Penalty: 5974.398438
	Iteration 13Q: 3 clusters Score -2.695448e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -26955112.000000 Penalty: 5974.398438
	Iteration 14Q: 3 clusters Score -2.695511e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -26955572.000000 Penalty: 5974.398438
	Iteration 15Q: 3 clusters Score -2.695557e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -26955816.000000 Penalty: 5974.398438
	Iteration 16Q: 3 clusters Score -2.695582e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -26956068.000000 Penalty: 5974.398438
	Iteration 17Q: 3 clusters Score -2.695607e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -26956246.000000 Penalty: 5974.398438
	Iteration 18Q: 3 clusters Score -2.695625e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 92955 members 
Entering Unmasked Estep 
Score: -26956394.000000 Penalty: 5974.398438
	Iteration 19Q: 3 clusters Score -2.695639e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -26956438.000000 Penalty: 5974.398438
	Iteration 20F: 3 clusters Score -2.695644e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -26956528.000000 Penalty: 5974.398438
	Iteration 21Q: 3 clusters Score -2.695653e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
Score: -26956692.000000 Penalty: 5974.398438
	Iteration 22Q: 3 clusters Score -2.695669e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -26956704.000000 Penalty: 5974.398438
	Iteration 23Q: 3 clusters Score -2.69567e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -26956808.000000 Penalty: 5974.398438
	Iteration 24Q: 3 clusters Score -2.695681e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -26956930.000000 Penalty: 5974.398438
	Iteration 25Q: 3 clusters Score -2.695693e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -26956942.000000 Penalty: 5974.398438
	Iteration 26Q: 3 clusters Score -2.695694e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -26956992.000000 Penalty: 5974.398438
	Iteration 27Q: 3 clusters Score -2.695699e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -26956990.000000 Penalty: 5974.398438
	Iteration 28Q: 3 clusters Score -2.695699e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -26957006.000000 Penalty: 5974.398438
	Iteration 29Q: 3 clusters Score -2.695701e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -26957062.000000 Penalty: 5974.398438
	Iteration 30Q: 3 clusters Score -2.695706e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 91921 members 
Entering Unmasked Estep 
Score: -26957056.000000 Penalty: 5974.398438
	Iteration 31Q: 3 clusters Score -2.695706e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -26957074.000000 Penalty: 5974.398438
	Iteration 32Q: 3 clusters Score -2.695707e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -26957230.000000 Penalty: 5974.398438
	Iteration 33Q: 3 clusters Score -2.695723e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -26957300.000000 Penalty: 5974.398438
	Iteration 34Q: 3 clusters Score -2.69573e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 90447 members 
Entering Unmasked Estep 
Score: -26957414.000000 Penalty: 5974.398438
	Iteration 35Q: 3 clusters Score -2.695741e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -26957518.000000 Penalty: 5974.398438
	Iteration 36Q: 3 clusters Score -2.695752e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -26957690.000000 Penalty: 5974.398438
	Iteration 37Q: 3 clusters Score -2.695769e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -26957928.000000 Penalty: 5974.398438
	Iteration 38Q: 3 clusters Score -2.695793e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -26958098.000000 Penalty: 5974.398438
	Iteration 39Q: 3 clusters Score -2.69581e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -26958350.000000 Penalty: 5974.398438
	Iteration 40F: 3 clusters Score -2.695835e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -26958470.000000 Penalty: 5974.398438
	Iteration 41Q: 3 clusters Score -2.695847e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -26958954.000000 Penalty: 5974.398438
	Iteration 42Q: 3 clusters Score -2.695895e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -26959530.000000 Penalty: 5974.398438
	Iteration 43Q: 3 clusters Score -2.695953e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -26960104.000000 Penalty: 5974.398438
	Iteration 44Q: 3 clusters Score -2.69601e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -26960884.000000 Penalty: 5974.398438
	Iteration 45Q: 3 clusters Score -2.696088e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -26962258.000000 Penalty: 5974.398438
	Iteration 46Q: 3 clusters Score -2.696226e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -26963694.000000 Penalty: 5974.398438
	Iteration 47Q: 3 clusters Score -2.696369e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -26964772.000000 Penalty: 5974.398438
	Iteration 48Q: 3 clusters Score -2.696477e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -26965648.000000 Penalty: 5974.398438
	Iteration 49Q: 3 clusters Score -2.696565e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -26966278.000000 Penalty: 5974.398438
	Iteration 50Q: 3 clusters Score -2.696628e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -26967044.000000 Penalty: 5974.398438
	Iteration 51Q: 3 clusters Score -2.696704e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -26967994.000000 Penalty: 5974.398438
	Iteration 52Q: 3 clusters Score -2.696799e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -26969106.000000 Penalty: 5974.398438
	Iteration 53Q: 3 clusters Score -2.696911e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -26970550.000000 Penalty: 5974.398438
	Iteration 54Q: 3 clusters Score -2.697055e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -26971948.000000 Penalty: 5974.398438
	Iteration 55Q: 3 clusters Score -2.697195e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -26973974.000000 Penalty: 5974.398438
	Iteration 56Q: 3 clusters Score -2.697397e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -26975636.000000 Penalty: 5974.398438
	Iteration 57Q: 3 clusters Score -2.697564e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -26976994.000000 Penalty: 5974.398438
	Iteration 58Q: 3 clusters Score -2.697699e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -26978136.000000 Penalty: 5974.398438
	Iteration 59Q: 3 clusters Score -2.697814e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -26979054.000000 Penalty: 5974.398438
	Iteration 60F: 3 clusters Score -2.697905e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -26979354.000000 Penalty: 5974.398438
	Iteration 61Q: 3 clusters Score -2.697935e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -26979410.000000 Penalty: 5974.398438
	Iteration 62Q: 3 clusters Score -2.697941e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 93626 members 
Entering Unmasked Estep 
Score: -26979362.000000 Penalty: 5974.398438
	Iteration 63Q: 3 clusters Score -2.697936e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -26979352.000000 Penalty: 5974.398438
	Iteration 64Q: 3 clusters Score -2.697935e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 94274 members 
Entering Unmasked Estep 
Score: -26979210.000000 Penalty: 5974.398438
	Iteration 65Q: 3 clusters Score -2.697921e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -26979156.000000 Penalty: 5974.398438
	Iteration 66Q: 3 clusters Score -2.697916e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75692 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -26979124.000000 Penalty: 5974.398438
	Iteration 67Q: 3 clusters Score -2.697912e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -26979108.000000 Penalty: 5974.398438
	Iteration 68Q: 3 clusters Score -2.697911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -26979100.000000 Penalty: 5974.398438
	Iteration 69Q: 3 clusters Score -2.69791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -26979086.000000 Penalty: 5974.398438
	Iteration 70Q: 3 clusters Score -2.697909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -26979092.000000 Penalty: 5974.398438
	Iteration 71Q: 3 clusters Score -2.697909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -26979096.000000 Penalty: 5974.398438
	Iteration 72Q: 3 clusters Score -2.69791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -26979100.000000 Penalty: 5974.398438
	Iteration 73Q: 3 clusters Score -2.69791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -26979082.000000 Penalty: 5974.398438
	Iteration 74Q: 3 clusters Score -2.697908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -26979090.000000 Penalty: 5974.398438
	Iteration 75Q: 3 clusters Score -2.697909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -26979090.000000 Penalty: 5974.398438
	Iteration 76F: 3 clusters Score -2.697909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 45409 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 45402 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 146890 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Entering Unmasked Estep 
Score: -151384528.000000 Penalty: 65094.812500
Splitting cluster 1 changes total score from -151297472.000000 to -151384528.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (45409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Entering Unmasked Estep 
Score: -7101345.000000 Penalty: 2659.419434
	Iteration 0F: 2 clusters Score -7101345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -7070714.500000 Penalty: 5318.838867
	Iteration 0F: 3 clusters Score -7070714 nChanged 20708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -7083819.000000 Penalty: 5318.838867
	Iteration 1F: 3 clusters Score -7083819 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -7088746.000000 Penalty: 5318.838867
	Iteration 2F: 3 clusters Score -7088746 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -7098685.500000 Penalty: 5318.838867
	Iteration 3F: 3 clusters Score -7098686 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -7111467.500000 Penalty: 5318.838867
	Iteration 4F: 3 clusters Score -7111468 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -7120111.000000 Penalty: 5318.838867
	Iteration 5F: 3 clusters Score -7120111 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -7122825.500000 Penalty: 5318.838867
	Iteration 6Q: 3 clusters Score -7122826 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7123720.000000 Penalty: 5318.838867
	Iteration 7Q: 3 clusters Score -7123720 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -7124249.000000 Penalty: 5318.838867
	Iteration 8Q: 3 clusters Score -7124249 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -7124609.000000 Penalty: 5318.838867
	Iteration 9Q: 3 clusters Score -7124609 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7124802.500000 Penalty: 5318.838867
	Iteration 10Q: 3 clusters Score -7124802 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -7124920.500000 Penalty: 5318.838867
	Iteration 11Q: 3 clusters Score -7124920 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -7125010.000000 Penalty: 5318.838867
	Iteration 12Q: 3 clusters Score -7125010 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -7125156.000000 Penalty: 5318.838867
	Iteration 13Q: 3 clusters Score -7125156 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7125219.000000 Penalty: 5318.838867
	Iteration 14Q: 3 clusters Score -7125219 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -7125291.500000 Penalty: 5318.838867
	Iteration 15Q: 3 clusters Score -7125292 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -7125365.500000 Penalty: 5318.838867
	Iteration 16Q: 3 clusters Score -7125366 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -7125474.500000 Penalty: 5318.838867
	Iteration 17Q: 3 clusters Score -7125474 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -7125557.500000 Penalty: 5318.838867
	Iteration 18Q: 3 clusters Score -7125558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -7125654.500000 Penalty: 5318.838867
	Iteration 19Q: 3 clusters Score -7125654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -7125790.000000 Penalty: 5318.838867
	Iteration 20F: 3 clusters Score -7125790 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -7126008.000000 Penalty: 5318.838867
	Iteration 21Q: 3 clusters Score -7126008 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -7126322.500000 Penalty: 5318.838867
	Iteration 22Q: 3 clusters Score -7126322 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -7126725.000000 Penalty: 5318.838867
	Iteration 23Q: 3 clusters Score -7126725 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -7127136.500000 Penalty: 5318.838867
	Iteration 24Q: 3 clusters Score -7127136 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7127390.000000 Penalty: 5318.838867
	Iteration 25Q: 3 clusters Score -7127390 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -7127600.500000 Penalty: 5318.838867
	Iteration 26Q: 3 clusters Score -7127600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -7127670.500000 Penalty: 5318.838867
	Iteration 27Q: 3 clusters Score -7127670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -7127680.500000 Penalty: 5318.838867
	Iteration 28Q: 3 clusters Score -7127680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7127698.000000 Penalty: 5318.838867
	Iteration 29Q: 3 clusters Score -7127698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -7127692.000000 Penalty: 5318.838867
	Iteration 30Q: 3 clusters Score -7127692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -7127701.000000 Penalty: 5318.838867
	Iteration 31Q: 3 clusters Score -7127701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -7127699.500000 Penalty: 5318.838867
	Iteration 32Q: 3 clusters Score -7127700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -7127699.000000 Penalty: 5318.838867
	Iteration 33Q: 3 clusters Score -7127699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -7127698.000000 Penalty: 5318.838867
	Iteration 34Q: 3 clusters Score -7127698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -7127698.000000 Penalty: 5318.838867
	Iteration 35F: 3 clusters Score -7127698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 45402 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 146890 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Entering Unmasked Estep 
Score: -151412304.000000 Penalty: 68520.859375
Splitting cluster 2 changes total score from -151297472.000000 to -151412304.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -288132.656250 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -288132.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286123.531250 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -286123.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -290424.843750 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -290424.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -294052.937500 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -294052.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -296140.437500 Penalty: 3808.449707
	Iteration 3F: 3 clusters Score -296140.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -296370.312500 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -296370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -296382.656250 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -296382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -296384.093750 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -296384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -296384.093750 Penalty: 3808.449707
	Iteration 7F: 3 clusters Score -296384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 45402 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 146890 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Entering Unmasked Estep 
Score: -151418832.000000 Penalty: 71946.898438
Splitting cluster 3 changes total score from -151297472.000000 to -151418832.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (45402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Entering Unmasked Estep 
Score: -6613496.500000 Penalty: 2659.381348
	Iteration 0F: 2 clusters Score -6613496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -6583054.000000 Penalty: 5318.762695
	Iteration 0F: 3 clusters Score -6583054 nChanged 20915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -6596907.500000 Penalty: 5318.762695
	Iteration 1F: 3 clusters Score -6596908 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -6600120.500000 Penalty: 5318.762695
	Iteration 2F: 3 clusters Score -6600120 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -6603523.500000 Penalty: 5318.762695
	Iteration 3F: 3 clusters Score -6603524 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -6606667.500000 Penalty: 5318.762695
	Iteration 4F: 3 clusters Score -6606668 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6609186.000000 Penalty: 5318.762695
	Iteration 5F: 3 clusters Score -6609186 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -6610868.500000 Penalty: 5318.762695
	Iteration 6F: 3 clusters Score -6610868 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6611999.500000 Penalty: 5318.762695
	Iteration 7Q: 3 clusters Score -6612000 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -6612649.000000 Penalty: 5318.762695
	Iteration 8Q: 3 clusters Score -6612649 nChanged 1302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6613215 nChanged 1065
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6613630 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6614019 nChanged 928
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6614334 nChanged 811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6614602 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6614783 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6614947 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6615092 nChanged 482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6615208 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6615280 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6615355 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6615448 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6615539 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6615590 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6615630 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6615699 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6615768 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6615814 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6615859 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6615936 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6615966 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6616030 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6616081 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6616122 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6616154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6616187 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6616204 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6616236 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6616260 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6616302 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6616340 nChanged 206
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Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6616377 nChanged 197
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Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6616386 nChanged 198
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Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6616431 nChanged 188
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Mstep: Class 1 contains 22201 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6616450 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6616472 nChanged 192
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Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6616507 nChanged 178
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Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6616508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6616547 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6616596 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6616595 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6616608 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6616640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6616641 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6616648 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6616676 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6616693 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6616703 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6616724 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6616768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6616802 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6616830 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6616865 nChanged 206
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Mstep: Class 1 contains 18789 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6616901 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6616928 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18466 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6616959 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18322 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6616968 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6616988 nChanged 100
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Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6617013 nChanged 108
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Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6617016 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6617034 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6617066 nChanged 104
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Mstep: Class 1 contains 17665 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6617044 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6617070 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6617060 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6617068 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6617076 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6617074 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6617080 nChanged 95
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Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6617099 nChanged 114
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Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6617084 nChanged 111
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Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6617113.500000 Penalty: 5318.762695
	Iteration 80F: 3 clusters Score -6617114 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6617114 nChanged 125
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Mstep: Class 1 contains 16508 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6617138 nChanged 123
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Mstep: Class 1 contains 16385 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6617158 nChanged 136
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Mstep: Class 1 contains 16251 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6617170 nChanged 160
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Mstep: Class 1 contains 16097 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6617198 nChanged 166
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Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6617201 nChanged 158
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Mstep: Class 1 contains 15775 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6617199 nChanged 175
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Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6617233 nChanged 193
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Mstep: Class 1 contains 15415 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6617280 nChanged 202
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Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6617313 nChanged 219
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Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6617338 nChanged 237
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Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6617369 nChanged 228
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Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6617434 nChanged 227
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	Iteration 94Q: 3 clusters Score -6617489 nChanged 266
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Mstep: Class 1 contains 14072 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6617533 nChanged 317
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Mstep: Class 1 contains 13765 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6617598 nChanged 358
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Mstep: Class 1 contains 13411 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6617695 nChanged 391
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6617800 nChanged 379
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Mstep: Class 1 contains 12671 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6617912 nChanged 398
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Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6618014 nChanged 392
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Mstep: Class 1 contains 11909 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6618154 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -6618261.000000 Penalty: 5318.762695
	Iteration 102Q: 3 clusters Score -6618261 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -6618403.000000 Penalty: 5318.762695
	Iteration 103Q: 3 clusters Score -6618403 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -6618503.000000 Penalty: 5318.762695
	Iteration 104Q: 3 clusters Score -6618503 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -6618574.500000 Penalty: 5318.762695
	Iteration 105Q: 3 clusters Score -6618574 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -6618661.500000 Penalty: 5318.762695
	Iteration 106Q: 3 clusters Score -6618662 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -6618722.500000 Penalty: 5318.762695
	Iteration 107Q: 3 clusters Score -6618722 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -6618775.500000 Penalty: 5318.762695
	Iteration 108Q: 3 clusters Score -6618776 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6618849.000000 Penalty: 5318.762695
	Iteration 109Q: 3 clusters Score -6618849 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -6618913.500000 Penalty: 5318.762695
	Iteration 110Q: 3 clusters Score -6618914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -6618958.500000 Penalty: 5318.762695
	Iteration 111Q: 3 clusters Score -6618958 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -6619007.000000 Penalty: 5318.762695
	Iteration 112Q: 3 clusters Score -6619007 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6619085.500000 Penalty: 5318.762695
	Iteration 113Q: 3 clusters Score -6619086 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -6619148.500000 Penalty: 5318.762695
	Iteration 114Q: 3 clusters Score -6619148 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -6619216.000000 Penalty: 5318.762695
	Iteration 115Q: 3 clusters Score -6619216 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -6619259.000000 Penalty: 5318.762695
	Iteration 116Q: 3 clusters Score -6619259 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -6619301.500000 Penalty: 5318.762695
	Iteration 117Q: 3 clusters Score -6619302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -6619361.000000 Penalty: 5318.762695
	Iteration 118Q: 3 clusters Score -6619361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -6619450.500000 Penalty: 5318.762695
	Iteration 119Q: 3 clusters Score -6619450 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -6619513.500000 Penalty: 5318.762695
	Iteration 120F: 3 clusters Score -6619514 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -6619588.500000 Penalty: 5318.762695
	Iteration 121Q: 3 clusters Score -6619588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -6619673.000000 Penalty: 5318.762695
	Iteration 122Q: 3 clusters Score -6619673 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -6619737.000000 Penalty: 5318.762695
	Iteration 123Q: 3 clusters Score -6619737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -6619795.000000 Penalty: 5318.762695
	Iteration 124Q: 3 clusters Score -6619795 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -6619904.000000 Penalty: 5318.762695
	Iteration 125Q: 3 clusters Score -6619904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -6620013.500000 Penalty: 5318.762695
	Iteration 126Q: 3 clusters Score -6620014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -6620145.500000 Penalty: 5318.762695
	Iteration 127Q: 3 clusters Score -6620146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -6620362.000000 Penalty: 5318.762695
	Iteration 128Q: 3 clusters Score -6620362 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -6620786.000000 Penalty: 5318.762695
	Iteration 129Q: 3 clusters Score -6620786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -6621216.500000 Penalty: 5318.762695
	Iteration 130Q: 3 clusters Score -6621216 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6621404.000000 Penalty: 5318.762695
	Iteration 131Q: 3 clusters Score -6621404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -6621444.500000 Penalty: 5318.762695
	Iteration 132Q: 3 clusters Score -6621444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -6621464.500000 Penalty: 5318.762695
	Iteration 133Q: 3 clusters Score -6621464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -6621492.500000 Penalty: 5318.762695
	Iteration 134Q: 3 clusters Score -6621492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -6621497.500000 Penalty: 5318.762695
	Iteration 135Q: 3 clusters Score -6621498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -6621496.500000 Penalty: 5318.762695
	Iteration 136Q: 3 clusters Score -6621496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -6621507.500000 Penalty: 5318.762695
	Iteration 137Q: 3 clusters Score -6621508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -6621514.500000 Penalty: 5318.762695
	Iteration 138Q: 3 clusters Score -6621514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -6621514.000000 Penalty: 5318.762695
	Iteration 139Q: 3 clusters Score -6621514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -6621521.000000 Penalty: 5318.762695
	Iteration 140F: 3 clusters Score -6621521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -6621516.500000 Penalty: 5318.762695
	Iteration 141Q: 3 clusters Score -6621516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -6621510.000000 Penalty: 5318.762695
	Iteration 142Q: 3 clusters Score -6621510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -6621510.000000 Penalty: 5318.762695
	Iteration 143F: 3 clusters Score -6621510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 15636 members 
Mstep: Class 8 contains 146890 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Entering Unmasked Estep 
Score: -151424400.000000 Penalty: 75372.945312
Splitting cluster 4 changes total score from -151297472.000000 to -151424400.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (55958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Entering Unmasked Estep 
Score: -8630616.000000 Penalty: 2711.224609
	Iteration 0F: 2 clusters Score -8630616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -8592998.000000 Penalty: 5422.449219
	Iteration 0F: 3 clusters Score -8592998 nChanged 25911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -8608900.000000 Penalty: 5422.449219
	Iteration 1F: 3 clusters Score -8608900 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -8612066.000000 Penalty: 5422.449219
	Iteration 2F: 3 clusters Score -8612066 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -8615934.000000 Penalty: 5422.449219
	Iteration 3F: 3 clusters Score -8615934 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -8619213.000000 Penalty: 5422.449219
	Iteration 4F: 3 clusters Score -8619213 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -8621744.000000 Penalty: 5422.449219
	Iteration 5F: 3 clusters Score -8621744 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8623324.000000 Penalty: 5422.449219
	Iteration 6F: 3 clusters Score -8623324 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8624212.000000 Penalty: 5422.449219
	Iteration 7Q: 3 clusters Score -8624212 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8624749.000000 Penalty: 5422.449219
	Iteration 8Q: 3 clusters Score -8624749 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8625138.000000 Penalty: 5422.449219
	Iteration 9Q: 3 clusters Score -8625138 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -8625494.000000 Penalty: 5422.449219
	Iteration 10Q: 3 clusters Score -8625494 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -8625809.000000 Penalty: 5422.449219
	Iteration 11Q: 3 clusters Score -8625809 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8626038.000000 Penalty: 5422.449219
	Iteration 12Q: 3 clusters Score -8626038 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -8626225.000000 Penalty: 5422.449219
	Iteration 13Q: 3 clusters Score -8626225 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -8626400.000000 Penalty: 5422.449219
	Iteration 14Q: 3 clusters Score -8626400 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -8626545.000000 Penalty: 5422.449219
	Iteration 15Q: 3 clusters Score -8626545 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8626714.000000 Penalty: 5422.449219
	Iteration 16Q: 3 clusters Score -8626714 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -8626848.000000 Penalty: 5422.449219
	Iteration 17Q: 3 clusters Score -8626848 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -8626971.000000 Penalty: 5422.449219
	Iteration 18Q: 3 clusters Score -8626971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -8627069.000000 Penalty: 5422.449219
	Iteration 19Q: 3 clusters Score -8627069 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -8627187.000000 Penalty: 5422.449219
	Iteration 20F: 3 clusters Score -8627187 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8627272.000000 Penalty: 5422.449219
	Iteration 21Q: 3 clusters Score -8627272 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -8627363.000000 Penalty: 5422.449219
	Iteration 22Q: 3 clusters Score -8627363 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -8627419.000000 Penalty: 5422.449219
	Iteration 23Q: 3 clusters Score -8627419 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8627470.000000 Penalty: 5422.449219
	Iteration 24Q: 3 clusters Score -8627470 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -8627538.000000 Penalty: 5422.449219
	Iteration 25Q: 3 clusters Score -8627538 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8627634.000000 Penalty: 5422.449219
	Iteration 26Q: 3 clusters Score -8627634 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -8627719.000000 Penalty: 5422.449219
	Iteration 27Q: 3 clusters Score -8627719 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8627798.000000 Penalty: 5422.449219
	Iteration 28Q: 3 clusters Score -8627798 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8627929.000000 Penalty: 5422.449219
	Iteration 29Q: 3 clusters Score -8627929 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8628024.000000 Penalty: 5422.449219
	Iteration 30Q: 3 clusters Score -8628024 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8628117.000000 Penalty: 5422.449219
	Iteration 31Q: 3 clusters Score -8628117 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8628176.000000 Penalty: 5422.449219
	Iteration 32Q: 3 clusters Score -8628176 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8628274.000000 Penalty: 5422.449219
	Iteration 33Q: 3 clusters Score -8628274 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8628350.000000 Penalty: 5422.449219
	Iteration 34Q: 3 clusters Score -8628350 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -8628472.000000 Penalty: 5422.449219
	Iteration 35Q: 3 clusters Score -8628472 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -8628559.000000 Penalty: 5422.449219
	Iteration 36Q: 3 clusters Score -8628559 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -8628677.000000 Penalty: 5422.449219
	Iteration 37Q: 3 clusters Score -8628677 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -8628764.000000 Penalty: 5422.449219
	Iteration 38Q: 3 clusters Score -8628764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -8628853.000000 Penalty: 5422.449219
	Iteration 39Q: 3 clusters Score -8628853 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -8628963.000000 Penalty: 5422.449219
	Iteration 40F: 3 clusters Score -8628963 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -8629094.000000 Penalty: 5422.449219
	Iteration 41Q: 3 clusters Score -8629094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -8629179.000000 Penalty: 5422.449219
	Iteration 42Q: 3 clusters Score -8629179 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -8629236.000000 Penalty: 5422.449219
	Iteration 43Q: 3 clusters Score -8629236 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -8629327.000000 Penalty: 5422.449219
	Iteration 44Q: 3 clusters Score -8629327 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -8629403.000000 Penalty: 5422.449219
	Iteration 45Q: 3 clusters Score -8629403 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -8629444.000000 Penalty: 5422.449219
	Iteration 46Q: 3 clusters Score -8629444 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -8629522.000000 Penalty: 5422.449219
	Iteration 47Q: 3 clusters Score -8629522 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -8629557.000000 Penalty: 5422.449219
	Iteration 48Q: 3 clusters Score -8629557 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -8629629.000000 Penalty: 5422.449219
	Iteration 49Q: 3 clusters Score -8629629 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -8629654.000000 Penalty: 5422.449219
	Iteration 50Q: 3 clusters Score -8629654 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -8629672.000000 Penalty: 5422.449219
	Iteration 51Q: 3 clusters Score -8629672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -8629670.000000 Penalty: 5422.449219
	Iteration 52Q: 3 clusters Score -8629670 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -8629696.000000 Penalty: 5422.449219
	Iteration 53Q: 3 clusters Score -8629696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -8629723.000000 Penalty: 5422.449219
	Iteration 54Q: 3 clusters Score -8629723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -8629739.000000 Penalty: 5422.449219
	Iteration 55Q: 3 clusters Score -8629739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -8629739.000000 Penalty: 5422.449219
	Iteration 56Q: 3 clusters Score -8629739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -8629763.000000 Penalty: 5422.449219
	Iteration 57Q: 3 clusters Score -8629763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -8629763.000000 Penalty: 5422.449219
	Iteration 58Q: 3 clusters Score -8629763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -8629790.000000 Penalty: 5422.449219
	Iteration 59Q: 3 clusters Score -8629790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -8629786.000000 Penalty: 5422.449219
	Iteration 60F: 3 clusters Score -8629786 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -8629797.000000 Penalty: 5422.449219
	Iteration 61Q: 3 clusters Score -8629797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -8629790.000000 Penalty: 5422.449219
	Iteration 62Q: 3 clusters Score -8629790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -8629801.000000 Penalty: 5422.449219
	Iteration 63Q: 3 clusters Score -8629801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -8629801.000000 Penalty: 5422.449219
	Iteration 64Q: 3 clusters Score -8629801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -8629819.000000 Penalty: 5422.449219
	Iteration 65Q: 3 clusters Score -8629819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -8629807.000000 Penalty: 5422.449219
	Iteration 66Q: 3 clusters Score -8629807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -8629824.000000 Penalty: 5422.449219
	Iteration 67Q: 3 clusters Score -8629824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -8629831.000000 Penalty: 5422.449219
	Iteration 68Q: 3 clusters Score -8629831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -8629851.000000 Penalty: 5422.449219
	Iteration 69Q: 3 clusters Score -8629851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -8629871.000000 Penalty: 5422.449219
	Iteration 70Q: 3 clusters Score -8629871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -8629871.000000 Penalty: 5422.449219
	Iteration 71Q: 3 clusters Score -8629871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -8629884.000000 Penalty: 5422.449219
	Iteration 72Q: 3 clusters Score -8629884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -8629884.000000 Penalty: 5422.449219
	Iteration 73Q: 3 clusters Score -8629884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -8629885.000000 Penalty: 5422.449219
	Iteration 74Q: 3 clusters Score -8629885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -8629887.000000 Penalty: 5422.449219
	Iteration 75Q: 3 clusters Score -8629887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -8629881.000000 Penalty: 5422.449219
	Iteration 76Q: 3 clusters Score -8629881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -8629875.000000 Penalty: 5422.449219
	Iteration 77Q: 3 clusters Score -8629875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -8629887.000000 Penalty: 5422.449219
	Iteration 78Q: 3 clusters Score -8629887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -8629881.000000 Penalty: 5422.449219
	Iteration 79Q: 3 clusters Score -8629881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -8629893.000000 Penalty: 5422.449219
	Iteration 80F: 3 clusters Score -8629893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -8629902.000000 Penalty: 5422.449219
	Iteration 81Q: 3 clusters Score -8629902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -8629898.000000 Penalty: 5422.449219
	Iteration 82Q: 3 clusters Score -8629898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -8629892.000000 Penalty: 5422.449219
	Iteration 83Q: 3 clusters Score -8629892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -8629897.000000 Penalty: 5422.449219
	Iteration 84Q: 3 clusters Score -8629897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -8629902.000000 Penalty: 5422.449219
	Iteration 85Q: 3 clusters Score -8629902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -8629905.000000 Penalty: 5422.449219
	Iteration 86Q: 3 clusters Score -8629905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -8629908.000000 Penalty: 5422.449219
	Iteration 87Q: 3 clusters Score -8629908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -8629898.000000 Penalty: 5422.449219
	Iteration 88Q: 3 clusters Score -8629898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -8629894.000000 Penalty: 5422.449219
	Iteration 89Q: 3 clusters Score -8629894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -8629897.000000 Penalty: 5422.449219
	Iteration 90Q: 3 clusters Score -8629897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -8629894.000000 Penalty: 5422.449219
	Iteration 91Q: 3 clusters Score -8629894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -8629893.000000 Penalty: 5422.449219
	Iteration 92Q: 3 clusters Score -8629893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -8629896.000000 Penalty: 5422.449219
	Iteration 93Q: 3 clusters Score -8629896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -8629917.000000 Penalty: 5422.449219
	Iteration 94Q: 3 clusters Score -8629917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -8629919.000000 Penalty: 5422.449219
	Iteration 95Q: 3 clusters Score -8629919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -8629914.000000 Penalty: 5422.449219
	Iteration 96Q: 3 clusters Score -8629914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -8629907.000000 Penalty: 5422.449219
	Iteration 97Q: 3 clusters Score -8629907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -8629912.000000 Penalty: 5422.449219
	Iteration 98Q: 3 clusters Score -8629912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -8629918.000000 Penalty: 5422.449219
	Iteration 99Q: 3 clusters Score -8629918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -8629919.000000 Penalty: 5422.449219
	Iteration 100F: 3 clusters Score -8629919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -8629921.000000 Penalty: 5422.449219
	Iteration 101Q: 3 clusters Score -8629921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -8629913.000000 Penalty: 5422.449219
	Iteration 102Q: 3 clusters Score -8629913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -8629919.000000 Penalty: 5422.449219
	Iteration 103Q: 3 clusters Score -8629919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -8629921.000000 Penalty: 5422.449219
	Iteration 104Q: 3 clusters Score -8629921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -8629927.000000 Penalty: 5422.449219
	Iteration 105Q: 3 clusters Score -8629927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -8629927.000000 Penalty: 5422.449219
	Iteration 106Q: 3 clusters Score -8629927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -8629932.000000 Penalty: 5422.449219
	Iteration 107Q: 3 clusters Score -8629932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -8629934.000000 Penalty: 5422.449219
	Iteration 108Q: 3 clusters Score -8629934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -8629934.000000 Penalty: 5422.449219
	Iteration 109Q: 3 clusters Score -8629934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -8629937.000000 Penalty: 5422.449219
	Iteration 110Q: 3 clusters Score -8629937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -8629937.000000 Penalty: 5422.449219
	Iteration 111F: 3 clusters Score -8629937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Entering Unmasked Estep 
Score: -2165216.500000 Penalty: 2395.018311
	Iteration 0F: 2 clusters Score -2165216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2154093.000000 Penalty: 4790.036621
	Iteration 0F: 3 clusters Score -2154093 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2159418.000000 Penalty: 4790.036621
	Iteration 1F: 3 clusters Score -2159418 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2161389.500000 Penalty: 4790.036621
	Iteration 2F: 3 clusters Score -2161390 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2162956.500000 Penalty: 4790.036621
	Iteration 3F: 3 clusters Score -2162956 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2164205.500000 Penalty: 4790.036621
	Iteration 4F: 3 clusters Score -2164206 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2165467.250000 Penalty: 4790.036621
	Iteration 5F: 3 clusters Score -2165467 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2167047.250000 Penalty: 4790.036621
	Iteration 6F: 3 clusters Score -2167047 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2169104.250000 Penalty: 4790.036621
	Iteration 7F: 3 clusters Score -2169104 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2171099.000000 Penalty: 4790.036621
	Iteration 8F: 3 clusters Score -2171099 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2172976.250000 Penalty: 4790.036621
	Iteration 9F: 3 clusters Score -2172976 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2174788.250000 Penalty: 4790.036621
	Iteration 10F: 3 clusters Score -2174788 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2176056.500000 Penalty: 4790.036621
	Iteration 11Q: 3 clusters Score -2176056 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2176567.000000 Penalty: 4790.036621
	Iteration 12Q: 3 clusters Score -2176567 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2176798.750000 Penalty: 4790.036621
	Iteration 13Q: 3 clusters Score -2176799 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2176943.500000 Penalty: 4790.036621
	Iteration 14Q: 3 clusters Score -2176944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2177048.500000 Penalty: 4790.036621
	Iteration 15Q: 3 clusters Score -2177048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2177128.750000 Penalty: 4790.036621
	Iteration 16Q: 3 clusters Score -2177129 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2177213.250000 Penalty: 4790.036621
	Iteration 17Q: 3 clusters Score -2177213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2177269.250000 Penalty: 4790.036621
	Iteration 18Q: 3 clusters Score -2177269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2177324.750000 Penalty: 4790.036621
	Iteration 19Q: 3 clusters Score -2177325 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2177369.250000 Penalty: 4790.036621
	Iteration 20F: 3 clusters Score -2177369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2177392.500000 Penalty: 4790.036621
	Iteration 21Q: 3 clusters Score -2177392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2177410.000000 Penalty: 4790.036621
	Iteration 22Q: 3 clusters Score -2177410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2177429.250000 Penalty: 4790.036621
	Iteration 23Q: 3 clusters Score -2177429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2177442.500000 Penalty: 4790.036621
	Iteration 24Q: 3 clusters Score -2177442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2177449.500000 Penalty: 4790.036621
	Iteration 25Q: 3 clusters Score -2177450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2177457.250000 Penalty: 4790.036621
	Iteration 26Q: 3 clusters Score -2177457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2177469.000000 Penalty: 4790.036621
	Iteration 27Q: 3 clusters Score -2177469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2177470.000000 Penalty: 4790.036621
	Iteration 28Q: 3 clusters Score -2177470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2177475.000000 Penalty: 4790.036621
	Iteration 29Q: 3 clusters Score -2177475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2177484.750000 Penalty: 4790.036621
	Iteration 30Q: 3 clusters Score -2177485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2177484.500000 Penalty: 4790.036621
	Iteration 31Q: 3 clusters Score -2177484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2177492.500000 Penalty: 4790.036621
	Iteration 32Q: 3 clusters Score -2177492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2177496.500000 Penalty: 4790.036621
	Iteration 33Q: 3 clusters Score -2177496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2177499.250000 Penalty: 4790.036621
	Iteration 34Q: 3 clusters Score -2177499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2177502.750000 Penalty: 4790.036621
	Iteration 35Q: 3 clusters Score -2177503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2177503.500000 Penalty: 4790.036621
	Iteration 36Q: 3 clusters Score -2177504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2177506.000000 Penalty: 4790.036621
	Iteration 37Q: 3 clusters Score -2177506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2177512.500000 Penalty: 4790.036621
	Iteration 38Q: 3 clusters Score -2177512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2177510.250000 Penalty: 4790.036621
	Iteration 39Q: 3 clusters Score -2177510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2177509.500000 Penalty: 4790.036621
	Iteration 40F: 3 clusters Score -2177510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2177514.000000 Penalty: 4790.036621
	Iteration 41Q: 3 clusters Score -2177514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2177513.250000 Penalty: 4790.036621
	Iteration 42Q: 3 clusters Score -2177513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2177516.250000 Penalty: 4790.036621
	Iteration 43Q: 3 clusters Score -2177516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2177515.250000 Penalty: 4790.036621
	Iteration 44Q: 3 clusters Score -2177515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2177515.250000 Penalty: 4790.036621
	Iteration 45Q: 3 clusters Score -2177515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2177513.750000 Penalty: 4790.036621
	Iteration 46Q: 3 clusters Score -2177514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2177513.750000 Penalty: 4790.036621
	Iteration 47F: 3 clusters Score -2177514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 146890 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Entering Unmasked Estep 
Score: -151434896.000000 Penalty: 78798.984375
Splitting cluster 7 changes total score from -151297472.000000 to -151434896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (146890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146890 members 
Entering Unmasked Estep 
Score: -23025498.000000 Penalty: 2950.564941
	Iteration 0F: 2 clusters Score -2.30255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -22977186.000000 Penalty: 5901.129883
	Iteration 0F: 3 clusters Score -2.297719e+07 nChanged 70285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -23017684.000000 Penalty: 5901.129883
	Iteration 1F: 3 clusters Score -2.301768e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -23019674.000000 Penalty: 5901.129883
	Iteration 2Q: 3 clusters Score -2.301967e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -23022394.000000 Penalty: 5901.129883
	Iteration 3F: 3 clusters Score -2.302239e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -23025520.000000 Penalty: 5901.129883
	Iteration 4F: 3 clusters Score -2.302552e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -23029316.000000 Penalty: 5901.129883
	Iteration 5F: 3 clusters Score -2.302932e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -23032310.000000 Penalty: 5901.129883
	Iteration 6F: 3 clusters Score -2.303231e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -23035070.000000 Penalty: 5901.129883
	Iteration 7F: 3 clusters Score -2.303507e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -23038058.000000 Penalty: 5901.129883
	Iteration 8F: 3 clusters Score -2.303806e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -23040846.000000 Penalty: 5901.129883
	Iteration 9Q: 3 clusters Score -2.304085e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -23043658.000000 Penalty: 5901.129883
	Iteration 10Q: 3 clusters Score -2.304366e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -23046172.000000 Penalty: 5901.129883
	Iteration 11Q: 3 clusters Score -2.304617e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -23047826.000000 Penalty: 5901.129883
	Iteration 12Q: 3 clusters Score -2.304783e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 96393 members 
Entering Unmasked Estep 
Score: -23049220.000000 Penalty: 5901.129883
	Iteration 13Q: 3 clusters Score -2.304922e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -23050356.000000 Penalty: 5901.129883
	Iteration 14Q: 3 clusters Score -2.305036e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -23051254.000000 Penalty: 5901.129883
	Iteration 15Q: 3 clusters Score -2.305125e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -23052078.000000 Penalty: 5901.129883
	Iteration 16Q: 3 clusters Score -2.305208e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -23052896.000000 Penalty: 5901.129883
	Iteration 17Q: 3 clusters Score -2.30529e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -23053752.000000 Penalty: 5901.129883
	Iteration 18Q: 3 clusters Score -2.305375e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -23054450.000000 Penalty: 5901.129883
	Iteration 19Q: 3 clusters Score -2.305445e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -23055202.000000 Penalty: 5901.129883
	Iteration 20F: 3 clusters Score -2.30552e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -23056004.000000 Penalty: 5901.129883
	Iteration 21Q: 3 clusters Score -2.3056e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -23056964.000000 Penalty: 5901.129883
	Iteration 22Q: 3 clusters Score -2.305696e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -23057910.000000 Penalty: 5901.129883
	Iteration 23Q: 3 clusters Score -2.305791e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -23058944.000000 Penalty: 5901.129883
	Iteration 24Q: 3 clusters Score -2.305894e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -23059804.000000 Penalty: 5901.129883
	Iteration 25Q: 3 clusters Score -2.30598e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -23060674.000000 Penalty: 5901.129883
	Iteration 26Q: 3 clusters Score -2.306067e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -23061626.000000 Penalty: 5901.129883
	Iteration 27Q: 3 clusters Score -2.306163e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -23062380.000000 Penalty: 5901.129883
	Iteration 28Q: 3 clusters Score -2.306238e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -23062942.000000 Penalty: 5901.129883
	Iteration 29Q: 3 clusters Score -2.306294e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -23063290.000000 Penalty: 5901.129883
	Iteration 30Q: 3 clusters Score -2.306329e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -23063548.000000 Penalty: 5901.129883
	Iteration 31Q: 3 clusters Score -2.306355e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -23063686.000000 Penalty: 5901.129883
	Iteration 32Q: 3 clusters Score -2.306369e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -23063834.000000 Penalty: 5901.129883
	Iteration 33Q: 3 clusters Score -2.306383e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -23063838.000000 Penalty: 5901.129883
	Iteration 34Q: 3 clusters Score -2.306384e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -23063930.000000 Penalty: 5901.129883
	Iteration 35Q: 3 clusters Score -2.306393e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -23064028.000000 Penalty: 5901.129883
	Iteration 36Q: 3 clusters Score -2.306403e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 90235 members 
Entering Unmasked Estep 
Score: -23064018.000000 Penalty: 5901.129883
	Iteration 37Q: 3 clusters Score -2.306402e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -23063988.000000 Penalty: 5901.129883
	Iteration 38Q: 3 clusters Score -2.306399e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -23063976.000000 Penalty: 5901.129883
	Iteration 39Q: 3 clusters Score -2.306398e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -23063912.000000 Penalty: 5901.129883
	Iteration 40F: 3 clusters Score -2.306391e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -23063892.000000 Penalty: 5901.129883
	Iteration 41Q: 3 clusters Score -2.306389e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 91607 members 
Entering Unmasked Estep 
Score: -23063864.000000 Penalty: 5901.129883
	Iteration 42Q: 3 clusters Score -2.306386e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -23063842.000000 Penalty: 5901.129883
	Iteration 43Q: 3 clusters Score -2.306384e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -23063816.000000 Penalty: 5901.129883
	Iteration 44Q: 3 clusters Score -2.306382e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -23063816.000000 Penalty: 5901.129883
	Iteration 45Q: 3 clusters Score -2.306382e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -23063778.000000 Penalty: 5901.129883
	Iteration 46Q: 3 clusters Score -2.306378e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -23063732.000000 Penalty: 5901.129883
	Iteration 47Q: 3 clusters Score -2.306373e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -23063732.000000 Penalty: 5901.129883
	Iteration 48Q: 3 clusters Score -2.306373e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -23063670.000000 Penalty: 5901.129883
	Iteration 49Q: 3 clusters Score -2.306367e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -23063642.000000 Penalty: 5901.129883
	Iteration 50Q: 3 clusters Score -2.306364e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 93410 members 
Entering Unmasked Estep 
Score: -23063606.000000 Penalty: 5901.129883
	Iteration 51Q: 3 clusters Score -2.306361e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -23063578.000000 Penalty: 5901.129883
	Iteration 52Q: 3 clusters Score -2.306358e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -23063578.000000 Penalty: 5901.129883
	Iteration 53Q: 3 clusters Score -2.306358e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 93812 members 
Entering Unmasked Estep 
Score: -23063560.000000 Penalty: 5901.129883
	Iteration 54Q: 3 clusters Score -2.306356e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -23063548.000000 Penalty: 5901.129883
	Iteration 55Q: 3 clusters Score -2.306355e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -23063490.000000 Penalty: 5901.129883
	Iteration 56Q: 3 clusters Score -2.306349e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -23063460.000000 Penalty: 5901.129883
	Iteration 57Q: 3 clusters Score -2.306346e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -23063420.000000 Penalty: 5901.129883
	Iteration 58Q: 3 clusters Score -2.306342e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -23063352.000000 Penalty: 5901.129883
	Iteration 59Q: 3 clusters Score -2.306335e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -23063356.000000 Penalty: 5901.129883
	Iteration 60F: 3 clusters Score -2.306336e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -23063348.000000 Penalty: 5901.129883
	Iteration 61Q: 3 clusters Score -2.306335e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -23063262.000000 Penalty: 5901.129883
	Iteration 62Q: 3 clusters Score -2.306326e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -23063254.000000 Penalty: 5901.129883
	Iteration 63Q: 3 clusters Score -2.306325e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -23063254.000000 Penalty: 5901.129883
	Iteration 64Q: 3 clusters Score -2.306325e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -23063230.000000 Penalty: 5901.129883
	Iteration 65Q: 3 clusters Score -2.306323e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -23063230.000000 Penalty: 5901.129883
	Iteration 66Q: 3 clusters Score -2.306323e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -23063162.000000 Penalty: 5901.129883
	Iteration 67Q: 3 clusters Score -2.306316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -23063112.000000 Penalty: 5901.129883
	Iteration 68Q: 3 clusters Score -2.306311e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -23063140.000000 Penalty: 5901.129883
	Iteration 69Q: 3 clusters Score -2.306314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -23063138.000000 Penalty: 5901.129883
	Iteration 70Q: 3 clusters Score -2.306314e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 95224 members 
Entering Unmasked Estep 
Score: -23063136.000000 Penalty: 5901.129883
	Iteration 71Q: 3 clusters Score -2.306314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -23063098.000000 Penalty: 5901.129883
	Iteration 72Q: 3 clusters Score -2.30631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -23063092.000000 Penalty: 5901.129883
	Iteration 73Q: 3 clusters Score -2.306309e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -23063088.000000 Penalty: 5901.129883
	Iteration 74Q: 3 clusters Score -2.306309e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -23063058.000000 Penalty: 5901.129883
	Iteration 75Q: 3 clusters Score -2.306306e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -23063056.000000 Penalty: 5901.129883
	Iteration 76Q: 3 clusters Score -2.306306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -23063026.000000 Penalty: 5901.129883
	Iteration 77Q: 3 clusters Score -2.306303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -23063034.000000 Penalty: 5901.129883
	Iteration 78Q: 3 clusters Score -2.306303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -23063014.000000 Penalty: 5901.129883
	Iteration 79Q: 3 clusters Score -2.306301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -23062996.000000 Penalty: 5901.129883
	Iteration 80F: 3 clusters Score -2.3063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -23062950.000000 Penalty: 5901.129883
	Iteration 81Q: 3 clusters Score -2.306295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -23062930.000000 Penalty: 5901.129883
	Iteration 82Q: 3 clusters Score -2.306293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -23062938.000000 Penalty: 5901.129883
	Iteration 83Q: 3 clusters Score -2.306294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -23062952.000000 Penalty: 5901.129883
	Iteration 84Q: 3 clusters Score -2.306295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -23062956.000000 Penalty: 5901.129883
	Iteration 85Q: 3 clusters Score -2.306296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -23062984.000000 Penalty: 5901.129883
	Iteration 86Q: 3 clusters Score -2.306298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -23062956.000000 Penalty: 5901.129883
	Iteration 87Q: 3 clusters Score -2.306296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -23062954.000000 Penalty: 5901.129883
	Iteration 88Q: 3 clusters Score -2.306295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -23062948.000000 Penalty: 5901.129883
	Iteration 89Q: 3 clusters Score -2.306295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -23062952.000000 Penalty: 5901.129883
	Iteration 90Q: 3 clusters Score -2.306295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -23062942.000000 Penalty: 5901.129883
	Iteration 91Q: 3 clusters Score -2.306294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -23062918.000000 Penalty: 5901.129883
	Iteration 92Q: 3 clusters Score -2.306292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 95802 members 
Entering Unmasked Estep 
Score: -23062910.000000 Penalty: 5901.129883
	Iteration 93Q: 3 clusters Score -2.306291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -23062928.000000 Penalty: 5901.129883
	Iteration 94Q: 3 clusters Score -2.306293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -23062928.000000 Penalty: 5901.129883
	Iteration 95Q: 3 clusters Score -2.306293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -23062906.000000 Penalty: 5901.129883
	Iteration 96Q: 3 clusters Score -2.306291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -23062908.000000 Penalty: 5901.129883
	Iteration 97Q: 3 clusters Score -2.306291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -23062936.000000 Penalty: 5901.129883
	Iteration 98Q: 3 clusters Score -2.306294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -23062920.000000 Penalty: 5901.129883
	Iteration 99Q: 3 clusters Score -2.306292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 95862 members 
Entering Unmasked Estep 
Score: -23062912.000000 Penalty: 5901.129883
	Iteration 100F: 3 clusters Score -2.306291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -23062900.000000 Penalty: 5901.129883
	Iteration 101Q: 3 clusters Score -2.30629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -23062896.000000 Penalty: 5901.129883
	Iteration 102Q: 3 clusters Score -2.30629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -23062904.000000 Penalty: 5901.129883
	Iteration 103Q: 3 clusters Score -2.30629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 95889 members 
Entering Unmasked Estep 
Score: -23062892.000000 Penalty: 5901.129883
	Iteration 104Q: 3 clusters Score -2.306289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -23062880.000000 Penalty: 5901.129883
	Iteration 105Q: 3 clusters Score -2.306288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -23062880.000000 Penalty: 5901.129883
	Iteration 106F: 3 clusters Score -2.306288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 22242 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Entering Unmasked Estep 
Score: -151470032.000000 Penalty: 82225.023438
Splitting cluster 8 changes total score from -151297472.000000 to -151470032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (22242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Entering Unmasked Estep 
Score: -3387107.250000 Penalty: 2482.415039
	Iteration 0F: 2 clusters Score -3387107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3371629.250000 Penalty: 4964.830078
	Iteration 0F: 3 clusters Score -3371629 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3377811.000000 Penalty: 4964.830078
	Iteration 1F: 3 clusters Score -3377811 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3382078.750000 Penalty: 4964.830078
	Iteration 2F: 3 clusters Score -3382079 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3387950.250000 Penalty: 4964.830078
	Iteration 3F: 3 clusters Score -3387950 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3395161.000000 Penalty: 4964.830078
	Iteration 4F: 3 clusters Score -3395161 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3401284.250000 Penalty: 4964.830078
	Iteration 5F: 3 clusters Score -3401284 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3404805.750000 Penalty: 4964.830078
	Iteration 6F: 3 clusters Score -3404806 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3406153.750000 Penalty: 4964.830078
	Iteration 7Q: 3 clusters Score -3406154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3406480.000000 Penalty: 4964.830078
	Iteration 8Q: 3 clusters Score -3406480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3406562.500000 Penalty: 4964.830078
	Iteration 9Q: 3 clusters Score -3406562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3406584.500000 Penalty: 4964.830078
	Iteration 10Q: 3 clusters Score -3406584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3406606.000000 Penalty: 4964.830078
	Iteration 11Q: 3 clusters Score -3406606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3406607.000000 Penalty: 4964.830078
	Iteration 12Q: 3 clusters Score -3406607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3406606.000000 Penalty: 4964.830078
	Iteration 13Q: 3 clusters Score -3406606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3406611.000000 Penalty: 4964.830078
	Iteration 14Q: 3 clusters Score -3406611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3406615.250000 Penalty: 4964.830078
	Iteration 15Q: 3 clusters Score -3406615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3406615.250000 Penalty: 4964.830078
	Iteration 16Q: 3 clusters Score -3406615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3406619.500000 Penalty: 4964.830078
	Iteration 17Q: 3 clusters Score -3406620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3406619.500000 Penalty: 4964.830078
	Iteration 18F: 3 clusters Score -3406620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 174576 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Entering Unmasked Estep 
Score: -151489600.000000 Penalty: 85651.070312
Splitting cluster 9 changes total score from -151297472.000000 to -151489600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (174576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Entering Unmasked Estep 
Score: -27328140.000000 Penalty: 2993.388428
	Iteration 0F: 2 clusters Score -2.732814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -27284974.000000 Penalty: 5986.776855
	Iteration 0F: 3 clusters Score -2.728497e+07 nChanged 83672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -27335736.000000 Penalty: 5986.776855
	Iteration 1F: 3 clusters Score -2.733574e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -27339208.000000 Penalty: 5986.776855
	Iteration 2Q: 3 clusters Score -2.733921e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -27343446.000000 Penalty: 5986.776855
	Iteration 3F: 3 clusters Score -2.734345e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -27348448.000000 Penalty: 5986.776855
	Iteration 4F: 3 clusters Score -2.734845e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -27353914.000000 Penalty: 5986.776855
	Iteration 5F: 3 clusters Score -2.735391e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -27360282.000000 Penalty: 5986.776855
	Iteration 6F: 3 clusters Score -2.736028e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -27366224.000000 Penalty: 5986.776855
	Iteration 7F: 3 clusters Score -2.736622e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -27370258.000000 Penalty: 5986.776855
	Iteration 8F: 3 clusters Score -2.737026e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -27372732.000000 Penalty: 5986.776855
	Iteration 9Q: 3 clusters Score -2.737273e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 100267 members 
Entering Unmasked Estep 
Score: -27374110.000000 Penalty: 5986.776855
	Iteration 10Q: 3 clusters Score -2.737411e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -27374994.000000 Penalty: 5986.776855
	Iteration 11Q: 3 clusters Score -2.737499e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -27375710.000000 Penalty: 5986.776855
	Iteration 12Q: 3 clusters Score -2.737571e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -27376144.000000 Penalty: 5986.776855
	Iteration 13Q: 3 clusters Score -2.737614e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -27376666.000000 Penalty: 5986.776855
	Iteration 14Q: 3 clusters Score -2.737667e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -27376856.000000 Penalty: 5986.776855
	Iteration 15Q: 3 clusters Score -2.737686e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -27377298.000000 Penalty: 5986.776855
	Iteration 16Q: 3 clusters Score -2.73773e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -27377782.000000 Penalty: 5986.776855
	Iteration 17Q: 3 clusters Score -2.737778e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -27378462.000000 Penalty: 5986.776855
	Iteration 18Q: 3 clusters Score -2.737846e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -27378884.000000 Penalty: 5986.776855
	Iteration 19Q: 3 clusters Score -2.737888e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -27379594.000000 Penalty: 5986.776855
	Iteration 20F: 3 clusters Score -2.737959e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -27380142.000000 Penalty: 5986.776855
	Iteration 21Q: 3 clusters Score -2.738014e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 105254 members 
Entering Unmasked Estep 
Score: -27380984.000000 Penalty: 5986.776855
	Iteration 22Q: 3 clusters Score -2.738098e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -27382262.000000 Penalty: 5986.776855
	Iteration 23Q: 3 clusters Score -2.738226e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -27384748.000000 Penalty: 5986.776855
	Iteration 24Q: 3 clusters Score -2.738475e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -27387908.000000 Penalty: 5986.776855
	Iteration 25Q: 3 clusters Score -2.738791e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -27389200.000000 Penalty: 5986.776855
	Iteration 26Q: 3 clusters Score -2.73892e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -27389588.000000 Penalty: 5986.776855
	Iteration 27Q: 3 clusters Score -2.738959e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 109896 members 
Entering Unmasked Estep 
Score: -27389668.000000 Penalty: 5986.776855
	Iteration 28Q: 3 clusters Score -2.738967e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -27389662.000000 Penalty: 5986.776855
	Iteration 29Q: 3 clusters Score -2.738966e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -27389618.000000 Penalty: 5986.776855
	Iteration 30Q: 3 clusters Score -2.738962e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -27389582.000000 Penalty: 5986.776855
	Iteration 31Q: 3 clusters Score -2.738958e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 111850 members 
Entering Unmasked Estep 
Score: -27389364.000000 Penalty: 5986.776855
	Iteration 32Q: 3 clusters Score -2.738936e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -27389306.000000 Penalty: 5986.776855
	Iteration 33Q: 3 clusters Score -2.738931e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -27389182.000000 Penalty: 5986.776855
	Iteration 34Q: 3 clusters Score -2.738918e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -27389080.000000 Penalty: 5986.776855
	Iteration 35Q: 3 clusters Score -2.738908e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -27389080.000000 Penalty: 5986.776855
	Iteration 36Q: 3 clusters Score -2.738908e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -27389024.000000 Penalty: 5986.776855
	Iteration 37Q: 3 clusters Score -2.738902e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 114310 members 
Entering Unmasked Estep 
Score: -27388932.000000 Penalty: 5986.776855
	Iteration 38Q: 3 clusters Score -2.738893e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 114701 members 
Entering Unmasked Estep 
Score: -27388878.000000 Penalty: 5986.776855
	Iteration 39Q: 3 clusters Score -2.738888e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -27388788.000000 Penalty: 5986.776855
	Iteration 40F: 3 clusters Score -2.738879e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -27388686.000000 Penalty: 5986.776855
	Iteration 41Q: 3 clusters Score -2.738869e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -27388566.000000 Penalty: 5986.776855
	Iteration 42Q: 3 clusters Score -2.738857e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -27388494.000000 Penalty: 5986.776855
	Iteration 43Q: 3 clusters Score -2.738849e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 116843 members 
Entering Unmasked Estep 
Score: -27388376.000000 Penalty: 5986.776855
	Iteration 44Q: 3 clusters Score -2.738838e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -27388250.000000 Penalty: 5986.776855
	Iteration 45Q: 3 clusters Score -2.738825e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -27388226.000000 Penalty: 5986.776855
	Iteration 46Q: 3 clusters Score -2.738823e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 118160 members 
Entering Unmasked Estep 
Score: -27388068.000000 Penalty: 5986.776855
	Iteration 47Q: 3 clusters Score -2.738807e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 118555 members 
Entering Unmasked Estep 
Score: -27388016.000000 Penalty: 5986.776855
	Iteration 48Q: 3 clusters Score -2.738802e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 118990 members 
Entering Unmasked Estep 
Score: -27388006.000000 Penalty: 5986.776855
	Iteration 49Q: 3 clusters Score -2.738801e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -27387896.000000 Penalty: 5986.776855
	Iteration 50Q: 3 clusters Score -2.73879e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -27387878.000000 Penalty: 5986.776855
	Iteration 51Q: 3 clusters Score -2.738788e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -27387820.000000 Penalty: 5986.776855
	Iteration 52Q: 3 clusters Score -2.738782e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 120910 members 
Entering Unmasked Estep 
Score: -27387766.000000 Penalty: 5986.776855
	Iteration 53Q: 3 clusters Score -2.738777e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 121402 members 
Entering Unmasked Estep 
Score: -27387742.000000 Penalty: 5986.776855
	Iteration 54Q: 3 clusters Score -2.738774e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -27387734.000000 Penalty: 5986.776855
	Iteration 55Q: 3 clusters Score -2.738773e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -27387746.000000 Penalty: 5986.776855
	Iteration 56Q: 3 clusters Score -2.738775e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 122974 members 
Entering Unmasked Estep 
Score: -27387754.000000 Penalty: 5986.776855
	Iteration 57Q: 3 clusters Score -2.738775e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 123534 members 
Entering Unmasked Estep 
Score: -27387720.000000 Penalty: 5986.776855
	Iteration 58Q: 3 clusters Score -2.738772e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -27387966.000000 Penalty: 5986.776855
	Iteration 59Q: 3 clusters Score -2.738797e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -27388366.000000 Penalty: 5986.776855
	Iteration 60F: 3 clusters Score -2.738837e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 125846 members 
Entering Unmasked Estep 
Score: -27389246.000000 Penalty: 5986.776855
	Iteration 61Q: 3 clusters Score -2.738925e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 126916 members 
Entering Unmasked Estep 
Score: -27391718.000000 Penalty: 5986.776855
	Iteration 62Q: 3 clusters Score -2.739172e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -27396222.000000 Penalty: 5986.776855
	Iteration 63Q: 3 clusters Score -2.739622e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -27399996.000000 Penalty: 5986.776855
	Iteration 64Q: 3 clusters Score -2.74e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -27401764.000000 Penalty: 5986.776855
	Iteration 65Q: 3 clusters Score -2.740176e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 125571 members 
Entering Unmasked Estep 
Score: -27402810.000000 Penalty: 5986.776855
	Iteration 66Q: 3 clusters Score -2.740281e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -27403660.000000 Penalty: 5986.776855
	Iteration 67Q: 3 clusters Score -2.740366e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
Score: -27404344.000000 Penalty: 5986.776855
	Iteration 68Q: 3 clusters Score -2.740434e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 122277 members 
Entering Unmasked Estep 
Score: -27405014.000000 Penalty: 5986.776855
	Iteration 69Q: 3 clusters Score -2.740501e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -27405516.000000 Penalty: 5986.776855
	Iteration 70Q: 3 clusters Score -2.740552e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 120235 members 
Entering Unmasked Estep 
Score: -27406100.000000 Penalty: 5986.776855
	Iteration 71Q: 3 clusters Score -2.74061e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 119298 members 
Entering Unmasked Estep 
Score: -27406576.000000 Penalty: 5986.776855
	Iteration 72Q: 3 clusters Score -2.740658e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -27407074.000000 Penalty: 5986.776855
	Iteration 73Q: 3 clusters Score -2.740707e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 117428 members 
Entering Unmasked Estep 
Score: -27407250.000000 Penalty: 5986.776855
	Iteration 74Q: 3 clusters Score -2.740725e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -27407808.000000 Penalty: 5986.776855
	Iteration 75Q: 3 clusters Score -2.740781e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 115503 members 
Entering Unmasked Estep 
Score: -27408154.000000 Penalty: 5986.776855
	Iteration 76Q: 3 clusters Score -2.740815e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 114534 members 
Entering Unmasked Estep 
Score: -27408506.000000 Penalty: 5986.776855
	Iteration 77Q: 3 clusters Score -2.740851e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -27408920.000000 Penalty: 5986.776855
	Iteration 78Q: 3 clusters Score -2.740892e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -27409288.000000 Penalty: 5986.776855
	Iteration 79Q: 3 clusters Score -2.740929e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 111563 members 
Entering Unmasked Estep 
Score: -27409716.000000 Penalty: 5986.776855
	Iteration 80F: 3 clusters Score -2.740972e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -27410298.000000 Penalty: 5986.776855
	Iteration 81Q: 3 clusters Score -2.74103e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -27410940.000000 Penalty: 5986.776855
	Iteration 82Q: 3 clusters Score -2.741094e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -27411646.000000 Penalty: 5986.776855
	Iteration 83Q: 3 clusters Score -2.741165e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -27412666.000000 Penalty: 5986.776855
	Iteration 84Q: 3 clusters Score -2.741267e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -27413874.000000 Penalty: 5986.776855
	Iteration 85Q: 3 clusters Score -2.741387e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -27415092.000000 Penalty: 5986.776855
	Iteration 86Q: 3 clusters Score -2.741509e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -27416978.000000 Penalty: 5986.776855
	Iteration 87Q: 3 clusters Score -2.741698e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -27418886.000000 Penalty: 5986.776855
	Iteration 88Q: 3 clusters Score -2.741889e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -27420796.000000 Penalty: 5986.776855
	Iteration 89Q: 3 clusters Score -2.74208e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -27422466.000000 Penalty: 5986.776855
	Iteration 90Q: 3 clusters Score -2.742247e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -27423540.000000 Penalty: 5986.776855
	Iteration 91Q: 3 clusters Score -2.742354e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -27424002.000000 Penalty: 5986.776855
	Iteration 92Q: 3 clusters Score -2.7424e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -27424204.000000 Penalty: 5986.776855
	Iteration 93Q: 3 clusters Score -2.74242e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -27424218.000000 Penalty: 5986.776855
	Iteration 94Q: 3 clusters Score -2.742422e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -27424294.000000 Penalty: 5986.776855
	Iteration 95Q: 3 clusters Score -2.742429e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -27424166.000000 Penalty: 5986.776855
	Iteration 96Q: 3 clusters Score -2.742417e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -27424168.000000 Penalty: 5986.776855
	Iteration 97Q: 3 clusters Score -2.742417e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -27424134.000000 Penalty: 5986.776855
	Iteration 98Q: 3 clusters Score -2.742413e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -27424094.000000 Penalty: 5986.776855
	Iteration 99Q: 3 clusters Score -2.742409e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -27424076.000000 Penalty: 5986.776855
	Iteration 100F: 3 clusters Score -2.742408e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -27424080.000000 Penalty: 5986.776855
	Iteration 101Q: 3 clusters Score -2.742408e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -27424072.000000 Penalty: 5986.776855
	Iteration 102Q: 3 clusters Score -2.742407e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -27424074.000000 Penalty: 5986.776855
	Iteration 103Q: 3 clusters Score -2.742407e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -27424070.000000 Penalty: 5986.776855
	Iteration 104Q: 3 clusters Score -2.742407e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -27424118.000000 Penalty: 5986.776855
	Iteration 105Q: 3 clusters Score -2.742412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -27424144.000000 Penalty: 5986.776855
	Iteration 106Q: 3 clusters Score -2.742414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -27424100.000000 Penalty: 5986.776855
	Iteration 107Q: 3 clusters Score -2.74241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -27424110.000000 Penalty: 5986.776855
	Iteration 108Q: 3 clusters Score -2.742411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -27424096.000000 Penalty: 5986.776855
	Iteration 109Q: 3 clusters Score -2.74241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -27424086.000000 Penalty: 5986.776855
	Iteration 110Q: 3 clusters Score -2.742409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -27424092.000000 Penalty: 5986.776855
	Iteration 111Q: 3 clusters Score -2.742409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -27424090.000000 Penalty: 5986.776855
	Iteration 112Q: 3 clusters Score -2.742409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -27424084.000000 Penalty: 5986.776855
	Iteration 113Q: 3 clusters Score -2.742408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -27424086.000000 Penalty: 5986.776855
	Iteration 114Q: 3 clusters Score -2.742409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 79433 members 
Entering Unmasked Estep 
Score: -27424090.000000 Penalty: 5986.776855
	Iteration 115Q: 3 clusters Score -2.742409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -27424102.000000 Penalty: 5986.776855
	Iteration 116Q: 3 clusters Score -2.74241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -27424080.000000 Penalty: 5986.776855
	Iteration 117Q: 3 clusters Score -2.742408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -27424088.000000 Penalty: 5986.776855
	Iteration 118Q: 3 clusters Score -2.742409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -27424088.000000 Penalty: 5986.776855
	Iteration 119F: 3 clusters Score -2.742409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 25979 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Entering Unmasked Estep 
Score: -151574848.000000 Penalty: 89077.109375
Splitting cluster 10 changes total score from -151297472.000000 to -151574848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (25979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Entering Unmasked Estep 
Score: -3922988.500000 Penalty: 2520.930908
	Iteration 0F: 2 clusters Score -3922988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3905104.750000 Penalty: 5041.861816
	Iteration 0F: 3 clusters Score -3905105 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3913099.750000 Penalty: 5041.861816
	Iteration 1F: 3 clusters Score -3913100 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3917326.750000 Penalty: 5041.861816
	Iteration 2F: 3 clusters Score -3917327 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3922960.750000 Penalty: 5041.861816
	Iteration 3F: 3 clusters Score -3922961 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3926946.750000 Penalty: 5041.861816
	Iteration 4F: 3 clusters Score -3926947 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3928691.000000 Penalty: 5041.861816
	Iteration 5F: 3 clusters Score -3928691 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3929408.250000 Penalty: 5041.861816
	Iteration 6Q: 3 clusters Score -3929408 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3929779.000000 Penalty: 5041.861816
	Iteration 7Q: 3 clusters Score -3929779 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3930077.500000 Penalty: 5041.861816
	Iteration 8Q: 3 clusters Score -3930078 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3930426.250000 Penalty: 5041.861816
	Iteration 9Q: 3 clusters Score -3930426 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3930808.500000 Penalty: 5041.861816
	Iteration 10Q: 3 clusters Score -3930808 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3931146.250000 Penalty: 5041.861816
	Iteration 11Q: 3 clusters Score -3931146 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3931351.500000 Penalty: 5041.861816
	Iteration 12Q: 3 clusters Score -3931352 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3931469.750000 Penalty: 5041.861816
	Iteration 13Q: 3 clusters Score -3931470 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3931542.500000 Penalty: 5041.861816
	Iteration 14Q: 3 clusters Score -3931542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3931608.250000 Penalty: 5041.861816
	Iteration 15Q: 3 clusters Score -3931608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3931650.000000 Penalty: 5041.861816
	Iteration 16Q: 3 clusters Score -3931650 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3931699.250000 Penalty: 5041.861816
	Iteration 17Q: 3 clusters Score -3931699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3931735.500000 Penalty: 5041.861816
	Iteration 18Q: 3 clusters Score -3931736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3931780.750000 Penalty: 5041.861816
	Iteration 19Q: 3 clusters Score -3931781 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3931827.500000 Penalty: 5041.861816
	Iteration 20F: 3 clusters Score -3931828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3931875.750000 Penalty: 5041.861816
	Iteration 21Q: 3 clusters Score -3931876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3931966.500000 Penalty: 5041.861816
	Iteration 22Q: 3 clusters Score -3931966 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3932107.750000 Penalty: 5041.861816
	Iteration 23Q: 3 clusters Score -3932108 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3932318.000000 Penalty: 5041.861816
	Iteration 24Q: 3 clusters Score -3932318 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3932668.250000 Penalty: 5041.861816
	Iteration 25Q: 3 clusters Score -3932668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3933406.750000 Penalty: 5041.861816
	Iteration 26Q: 3 clusters Score -3933407 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3934297.500000 Penalty: 5041.861816
	Iteration 27Q: 3 clusters Score -3934298 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3934662.750000 Penalty: 5041.861816
	Iteration 28Q: 3 clusters Score -3934663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3934764.250000 Penalty: 5041.861816
	Iteration 29Q: 3 clusters Score -3934764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3934852.750000 Penalty: 5041.861816
	Iteration 30Q: 3 clusters Score -3934853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3934903.750000 Penalty: 5041.861816
	Iteration 31Q: 3 clusters Score -3934904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3934944.750000 Penalty: 5041.861816
	Iteration 32Q: 3 clusters Score -3934945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3934956.250000 Penalty: 5041.861816
	Iteration 33Q: 3 clusters Score -3934956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3934976.000000 Penalty: 5041.861816
	Iteration 34Q: 3 clusters Score -3934976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3934977.250000 Penalty: 5041.861816
	Iteration 35Q: 3 clusters Score -3934977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3934975.000000 Penalty: 5041.861816
	Iteration 36Q: 3 clusters Score -3934975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3934979.000000 Penalty: 5041.861816
	Iteration 37Q: 3 clusters Score -3934979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3934976.500000 Penalty: 5041.861816
	Iteration 38Q: 3 clusters Score -3934976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3934977.000000 Penalty: 5041.861816
	Iteration 39Q: 3 clusters Score -3934977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3934974.750000 Penalty: 5041.861816
	Iteration 40F: 3 clusters Score -3934975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3934983.000000 Penalty: 5041.861816
	Iteration 41Q: 3 clusters Score -3934983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3934979.250000 Penalty: 5041.861816
	Iteration 42Q: 3 clusters Score -3934979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3934980.500000 Penalty: 5041.861816
	Iteration 43Q: 3 clusters Score -3934980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3934980.500000 Penalty: 5041.861816
	Iteration 44F: 3 clusters Score -3934980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 22705 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Entering Unmasked Estep 
Score: -151585344.000000 Penalty: 92503.156250
Splitting cluster 11 changes total score from -151297472.000000 to -151585344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (11541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Entering Unmasked Estep 
Score: -1785310.500000 Penalty: 2319.708008
	Iteration 0F: 2 clusters Score -1785310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1776625.250000 Penalty: 4639.416016
	Iteration 0F: 3 clusters Score -1776625 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1779251.000000 Penalty: 4639.416016
	Iteration 1F: 3 clusters Score -1779251 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1779693.000000 Penalty: 4639.416016
	Iteration 2F: 3 clusters Score -1779693 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1780100.875000 Penalty: 4639.416016
	Iteration 3F: 3 clusters Score -1780101 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1780633.750000 Penalty: 4639.416016
	Iteration 4F: 3 clusters Score -1780634 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1781450.250000 Penalty: 4639.416016
	Iteration 5F: 3 clusters Score -1781450 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1782428.375000 Penalty: 4639.416016
	Iteration 6F: 3 clusters Score -1782428 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1783167.375000 Penalty: 4639.416016
	Iteration 7F: 3 clusters Score -1783167 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1783611.750000 Penalty: 4639.416016
	Iteration 8F: 3 clusters Score -1783612 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1783880.125000 Penalty: 4639.416016
	Iteration 9Q: 3 clusters Score -1783880 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1784073.500000 Penalty: 4639.416016
	Iteration 10Q: 3 clusters Score -1784074 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1784270.625000 Penalty: 4639.416016
	Iteration 11Q: 3 clusters Score -1784271 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1784443.000000 Penalty: 4639.416016
	Iteration 12Q: 3 clusters Score -1784443 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1784509.500000 Penalty: 4639.416016
	Iteration 13Q: 3 clusters Score -1784510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1784547.000000 Penalty: 4639.416016
	Iteration 14Q: 3 clusters Score -1784547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1784572.125000 Penalty: 4639.416016
	Iteration 15Q: 3 clusters Score -1784572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1784608.875000 Penalty: 4639.416016
	Iteration 16Q: 3 clusters Score -1784609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1784630.875000 Penalty: 4639.416016
	Iteration 17Q: 3 clusters Score -1784631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1784638.750000 Penalty: 4639.416016
	Iteration 18Q: 3 clusters Score -1784639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1784653.500000 Penalty: 4639.416016
	Iteration 19Q: 3 clusters Score -1784654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1784665.250000 Penalty: 4639.416016
	Iteration 20F: 3 clusters Score -1784665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1784678.125000 Penalty: 4639.416016
	Iteration 21Q: 3 clusters Score -1784678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1784690.000000 Penalty: 4639.416016
	Iteration 22Q: 3 clusters Score -1784690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1784698.750000 Penalty: 4639.416016
	Iteration 23Q: 3 clusters Score -1784699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1784711.250000 Penalty: 4639.416016
	Iteration 24Q: 3 clusters Score -1784711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1784727.250000 Penalty: 4639.416016
	Iteration 25Q: 3 clusters Score -1784727 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1784751.000000 Penalty: 4639.416016
	Iteration 26Q: 3 clusters Score -1784751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1784767.000000 Penalty: 4639.416016
	Iteration 27Q: 3 clusters Score -1784767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1784782.875000 Penalty: 4639.416016
	Iteration 28Q: 3 clusters Score -1784783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1784788.750000 Penalty: 4639.416016
	Iteration 29Q: 3 clusters Score -1784789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1784798.750000 Penalty: 4639.416016
	Iteration 30Q: 3 clusters Score -1784799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1784813.875000 Penalty: 4639.416016
	Iteration 31Q: 3 clusters Score -1784814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1784822.375000 Penalty: 4639.416016
	Iteration 32Q: 3 clusters Score -1784822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1784828.750000 Penalty: 4639.416016
	Iteration 33Q: 3 clusters Score -1784829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1784832.250000 Penalty: 4639.416016
	Iteration 34Q: 3 clusters Score -1784832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1784833.375000 Penalty: 4639.416016
	Iteration 35Q: 3 clusters Score -1784833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1784842.875000 Penalty: 4639.416016
	Iteration 36Q: 3 clusters Score -1784843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1784852.250000 Penalty: 4639.416016
	Iteration 37Q: 3 clusters Score -1784852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1784856.125000 Penalty: 4639.416016
	Iteration 38Q: 3 clusters Score -1784856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1784870.625000 Penalty: 4639.416016
	Iteration 39Q: 3 clusters Score -1784871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1784882.000000 Penalty: 4639.416016
	Iteration 40F: 3 clusters Score -1784882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1784898.000000 Penalty: 4639.416016
	Iteration 41Q: 3 clusters Score -1784898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1784910.250000 Penalty: 4639.416016
	Iteration 42Q: 3 clusters Score -1784910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1784927.125000 Penalty: 4639.416016
	Iteration 43Q: 3 clusters Score -1784927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1784941.625000 Penalty: 4639.416016
	Iteration 44Q: 3 clusters Score -1784942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1784949.750000 Penalty: 4639.416016
	Iteration 45Q: 3 clusters Score -1784950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1784958.375000 Penalty: 4639.416016
	Iteration 46Q: 3 clusters Score -1784958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1784964.750000 Penalty: 4639.416016
	Iteration 47Q: 3 clusters Score -1784965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1784966.875000 Penalty: 4639.416016
	Iteration 48Q: 3 clusters Score -1784967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1784976.875000 Penalty: 4639.416016
	Iteration 49Q: 3 clusters Score -1784977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1784981.625000 Penalty: 4639.416016
	Iteration 50Q: 3 clusters Score -1784982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1784982.375000 Penalty: 4639.416016
	Iteration 51Q: 3 clusters Score -1784982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1784988.250000 Penalty: 4639.416016
	Iteration 52Q: 3 clusters Score -1784988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1784991.500000 Penalty: 4639.416016
	Iteration 53Q: 3 clusters Score -1784992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1784997.875000 Penalty: 4639.416016
	Iteration 54Q: 3 clusters Score -1784998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1784999.500000 Penalty: 4639.416016
	Iteration 55Q: 3 clusters Score -1785000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1784999.500000 Penalty: 4639.416016
	Iteration 56Q: 3 clusters Score -1785000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1784999.250000 Penalty: 4639.416016
	Iteration 57Q: 3 clusters Score -1784999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1785003.625000 Penalty: 4639.416016
	Iteration 58Q: 3 clusters Score -1785004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1785001.625000 Penalty: 4639.416016
	Iteration 59Q: 3 clusters Score -1785002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1785003.500000 Penalty: 4639.416016
	Iteration 60F: 3 clusters Score -1785004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Entering Unmasked Estep 
Score: -3429431.750000 Penalty: 2487.524414
	Iteration 0F: 2 clusters Score -3429432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3413846.000000 Penalty: 4975.048828
	Iteration 0F: 3 clusters Score -3413846 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3422669.750000 Penalty: 4975.048828
	Iteration 1F: 3 clusters Score -3422670 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3426892.000000 Penalty: 4975.048828
	Iteration 2F: 3 clusters Score -3426892 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3429659.000000 Penalty: 4975.048828
	Iteration 3F: 3 clusters Score -3429659 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3431267.000000 Penalty: 4975.048828
	Iteration 4F: 3 clusters Score -3431267 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3432358.750000 Penalty: 4975.048828
	Iteration 5F: 3 clusters Score -3432359 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3433012.500000 Penalty: 4975.048828
	Iteration 6Q: 3 clusters Score -3433012 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3433406.000000 Penalty: 4975.048828
	Iteration 7Q: 3 clusters Score -3433406 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3433644.000000 Penalty: 4975.048828
	Iteration 8Q: 3 clusters Score -3433644 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3433840.250000 Penalty: 4975.048828
	Iteration 9Q: 3 clusters Score -3433840 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3433941.000000 Penalty: 4975.048828
	Iteration 10Q: 3 clusters Score -3433941 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3434020.500000 Penalty: 4975.048828
	Iteration 11Q: 3 clusters Score -3434020 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3434097.250000 Penalty: 4975.048828
	Iteration 12Q: 3 clusters Score -3434097 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3434169.500000 Penalty: 4975.048828
	Iteration 13Q: 3 clusters Score -3434170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3434261.000000 Penalty: 4975.048828
	Iteration 14Q: 3 clusters Score -3434261 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3434359.250000 Penalty: 4975.048828
	Iteration 15Q: 3 clusters Score -3434359 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3434477.500000 Penalty: 4975.048828
	Iteration 16Q: 3 clusters Score -3434478 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3434608.500000 Penalty: 4975.048828
	Iteration 17Q: 3 clusters Score -3434608 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3434747.500000 Penalty: 4975.048828
	Iteration 18Q: 3 clusters Score -3434748 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3434905.000000 Penalty: 4975.048828
	Iteration 19Q: 3 clusters Score -3434905 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3435046.500000 Penalty: 4975.048828
	Iteration 20F: 3 clusters Score -3435046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3435198.250000 Penalty: 4975.048828
	Iteration 21Q: 3 clusters Score -3435198 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3435320.000000 Penalty: 4975.048828
	Iteration 22Q: 3 clusters Score -3435320 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3435406.250000 Penalty: 4975.048828
	Iteration 23Q: 3 clusters Score -3435406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3435471.250000 Penalty: 4975.048828
	Iteration 24Q: 3 clusters Score -3435471 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3435504.750000 Penalty: 4975.048828
	Iteration 25Q: 3 clusters Score -3435505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3435535.250000 Penalty: 4975.048828
	Iteration 26Q: 3 clusters Score -3435535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3435561.500000 Penalty: 4975.048828
	Iteration 27Q: 3 clusters Score -3435562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3435577.000000 Penalty: 4975.048828
	Iteration 28Q: 3 clusters Score -3435577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3435592.750000 Penalty: 4975.048828
	Iteration 29Q: 3 clusters Score -3435593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3435602.250000 Penalty: 4975.048828
	Iteration 30Q: 3 clusters Score -3435602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3435601.000000 Penalty: 4975.048828
	Iteration 31Q: 3 clusters Score -3435601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3435605.750000 Penalty: 4975.048828
	Iteration 32Q: 3 clusters Score -3435606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3435603.500000 Penalty: 4975.048828
	Iteration 33Q: 3 clusters Score -3435604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3435602.750000 Penalty: 4975.048828
	Iteration 34Q: 3 clusters Score -3435603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3435603.750000 Penalty: 4975.048828
	Iteration 35Q: 3 clusters Score -3435604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3435614.000000 Penalty: 4975.048828
	Iteration 36Q: 3 clusters Score -3435614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3435614.500000 Penalty: 4975.048828
	Iteration 37Q: 3 clusters Score -3435614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3435610.750000 Penalty: 4975.048828
	Iteration 38Q: 3 clusters Score -3435611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3435612.250000 Penalty: 4975.048828
	Iteration 39Q: 3 clusters Score -3435612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3435612.500000 Penalty: 4975.048828
	Iteration 40F: 3 clusters Score -3435612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3435607.250000 Penalty: 4975.048828
	Iteration 41Q: 3 clusters Score -3435607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3435601.000000 Penalty: 4975.048828
	Iteration 42Q: 3 clusters Score -3435601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3435606.500000 Penalty: 4975.048828
	Iteration 43Q: 3 clusters Score -3435606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3435604.500000 Penalty: 4975.048828
	Iteration 44Q: 3 clusters Score -3435604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3435604.000000 Penalty: 4975.048828
	Iteration 45Q: 3 clusters Score -3435604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3435600.250000 Penalty: 4975.048828
	Iteration 46Q: 3 clusters Score -3435600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3435598.000000 Penalty: 4975.048828
	Iteration 47Q: 3 clusters Score -3435598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3435601.500000 Penalty: 4975.048828
	Iteration 48Q: 3 clusters Score -3435602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3435602.750000 Penalty: 4975.048828
	Iteration 49Q: 3 clusters Score -3435603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3435602.750000 Penalty: 4975.048828
	Iteration 50F: 3 clusters Score -3435603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Entering Unmasked Estep 
Score: -151590944.000000 Penalty: 95929.195312
Splitting cluster 13 changes total score from -151297472.000000 to -151590944.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (22801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Entering Unmasked Estep 
Score: -3476258.000000 Penalty: 2488.570801
	Iteration 0F: 2 clusters Score -3476258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3460508.250000 Penalty: 4977.141602
	Iteration 0F: 3 clusters Score -3460508 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3471573.750000 Penalty: 4977.141602
	Iteration 1F: 3 clusters Score -3471574 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3478949.500000 Penalty: 4977.141602
	Iteration 2F: 3 clusters Score -3478950 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3484443.750000 Penalty: 4977.141602
	Iteration 3F: 3 clusters Score -3484444 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3487225.000000 Penalty: 4977.141602
	Iteration 4F: 3 clusters Score -3487225 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3488398.000000 Penalty: 4977.141602
	Iteration 5Q: 3 clusters Score -3488398 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3488719.500000 Penalty: 4977.141602
	Iteration 6Q: 3 clusters Score -3488720 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3488817.000000 Penalty: 4977.141602
	Iteration 7Q: 3 clusters Score -3488817 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3488847.750000 Penalty: 4977.141602
	Iteration 8Q: 3 clusters Score -3488848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3488865.000000 Penalty: 4977.141602
	Iteration 9Q: 3 clusters Score -3488865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3488877.250000 Penalty: 4977.141602
	Iteration 10Q: 3 clusters Score -3488877 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3488887.000000 Penalty: 4977.141602
	Iteration 11Q: 3 clusters Score -3488887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3488890.500000 Penalty: 4977.141602
	Iteration 12Q: 3 clusters Score -3488890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3488893.500000 Penalty: 4977.141602
	Iteration 13Q: 3 clusters Score -3488894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3488896.500000 Penalty: 4977.141602
	Iteration 14Q: 3 clusters Score -3488896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3488903.500000 Penalty: 4977.141602
	Iteration 15Q: 3 clusters Score -3488904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3488903.250000 Penalty: 4977.141602
	Iteration 16Q: 3 clusters Score -3488903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3488903.750000 Penalty: 4977.141602
	Iteration 17Q: 3 clusters Score -3488904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3488894.500000 Penalty: 4977.141602
	Iteration 18Q: 3 clusters Score -3488894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3488891.750000 Penalty: 4977.141602
	Iteration 19Q: 3 clusters Score -3488892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3488894.750000 Penalty: 4977.141602
	Iteration 20F: 3 clusters Score -3488895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3488893.000000 Penalty: 4977.141602
	Iteration 21Q: 3 clusters Score -3488893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3488896.750000 Penalty: 4977.141602
	Iteration 22Q: 3 clusters Score -3488897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3488895.500000 Penalty: 4977.141602
	Iteration 23Q: 3 clusters Score -3488896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3488899.250000 Penalty: 4977.141602
	Iteration 24Q: 3 clusters Score -3488899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3488893.500000 Penalty: 4977.141602
	Iteration 25Q: 3 clusters Score -3488894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3488894.250000 Penalty: 4977.141602
	Iteration 26Q: 3 clusters Score -3488894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3488887.750000 Penalty: 4977.141602
	Iteration 27Q: 3 clusters Score -3488888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3488895.000000 Penalty: 4977.141602
	Iteration 28Q: 3 clusters Score -3488895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3488895.500000 Penalty: 4977.141602
	Iteration 29Q: 3 clusters Score -3488896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3488890.500000 Penalty: 4977.141602
	Iteration 30Q: 3 clusters Score -3488890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3488889.750000 Penalty: 4977.141602
	Iteration 31Q: 3 clusters Score -3488890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3488893.000000 Penalty: 4977.141602
	Iteration 32Q: 3 clusters Score -3488893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3488895.250000 Penalty: 4977.141602
	Iteration 33Q: 3 clusters Score -3488895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3488896.250000 Penalty: 4977.141602
	Iteration 34Q: 3 clusters Score -3488896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3488896.500000 Penalty: 4977.141602
	Iteration 35Q: 3 clusters Score -3488896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3488895.250000 Penalty: 4977.141602
	Iteration 36Q: 3 clusters Score -3488895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3488900.250000 Penalty: 4977.141602
	Iteration 37Q: 3 clusters Score -3488900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3488898.500000 Penalty: 4977.141602
	Iteration 38Q: 3 clusters Score -3488898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3488899.750000 Penalty: 4977.141602
	Iteration 39Q: 3 clusters Score -3488900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3488899.500000 Penalty: 4977.141602
	Iteration 40F: 3 clusters Score -3488900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3488901.250000 Penalty: 4977.141602
	Iteration 41Q: 3 clusters Score -3488901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3488900.000000 Penalty: 4977.141602
	Iteration 42Q: 3 clusters Score -3488900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3488898.750000 Penalty: 4977.141602
	Iteration 43Q: 3 clusters Score -3488899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3488898.750000 Penalty: 4977.141602
	Iteration 44F: 3 clusters Score -3488899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 18012 members 
Entering Unmasked Estep 
Score: -151603664.000000 Penalty: 99355.242188
Splitting cluster 14 changes total score from -151297472.000000 to -151603664.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (53891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Entering Unmasked Estep 
Score: -7959476.500000 Penalty: 2701.890381
	Iteration 0F: 2 clusters Score -7959476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -7923120.500000 Penalty: 5403.780762
	Iteration 0F: 3 clusters Score -7923120 nChanged 25045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -7938450.000000 Penalty: 5403.780762
	Iteration 1F: 3 clusters Score -7938450 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -7940842.000000 Penalty: 5403.780762
	Iteration 2F: 3 clusters Score -7940842 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -7944347.000000 Penalty: 5403.780762
	Iteration 3F: 3 clusters Score -7944347 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -7948145.500000 Penalty: 5403.780762
	Iteration 4F: 3 clusters Score -7948146 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -7951445.500000 Penalty: 5403.780762
	Iteration 5F: 3 clusters Score -7951446 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7954138.000000 Penalty: 5403.780762
	Iteration 6F: 3 clusters Score -7954138 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -7956077.000000 Penalty: 5403.780762
	Iteration 7F: 3 clusters Score -7956077 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -7957686.000000 Penalty: 5403.780762
	Iteration 8Q: 3 clusters Score -7957686 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -7958963.000000 Penalty: 5403.780762
	Iteration 9Q: 3 clusters Score -7958963 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -7960152.000000 Penalty: 5403.780762
	Iteration 10Q: 3 clusters Score -7960152 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -7960965.000000 Penalty: 5403.780762
	Iteration 11Q: 3 clusters Score -7960965 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -7961386.000000 Penalty: 5403.780762
	Iteration 12Q: 3 clusters Score -7961386 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7961771.000000 Penalty: 5403.780762
	Iteration 13Q: 3 clusters Score -7961771 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -7962074.500000 Penalty: 5403.780762
	Iteration 14Q: 3 clusters Score -7962074 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -7962338.000000 Penalty: 5403.780762
	Iteration 15Q: 3 clusters Score -7962338 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -7962527.500000 Penalty: 5403.780762
	Iteration 16Q: 3 clusters Score -7962528 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -7962713.000000 Penalty: 5403.780762
	Iteration 17Q: 3 clusters Score -7962713 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -7962849.000000 Penalty: 5403.780762
	Iteration 18Q: 3 clusters Score -7962849 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -7963045.000000 Penalty: 5403.780762
	Iteration 19Q: 3 clusters Score -7963045 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -7963186.000000 Penalty: 5403.780762
	Iteration 20F: 3 clusters Score -7963186 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -7963361.500000 Penalty: 5403.780762
	Iteration 21Q: 3 clusters Score -7963362 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -7963461.500000 Penalty: 5403.780762
	Iteration 22Q: 3 clusters Score -7963462 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -7963538.500000 Penalty: 5403.780762
	Iteration 23Q: 3 clusters Score -7963538 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -7963620.500000 Penalty: 5403.780762
	Iteration 24Q: 3 clusters Score -7963620 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -7963685.500000 Penalty: 5403.780762
	Iteration 25Q: 3 clusters Score -7963686 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -7963762.000000 Penalty: 5403.780762
	Iteration 26Q: 3 clusters Score -7963762 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -7963822.000000 Penalty: 5403.780762
	Iteration 27Q: 3 clusters Score -7963822 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -7963847.500000 Penalty: 5403.780762
	Iteration 28Q: 3 clusters Score -7963848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -7963887.000000 Penalty: 5403.780762
	Iteration 29Q: 3 clusters Score -7963887 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -7963919.500000 Penalty: 5403.780762
	Iteration 30Q: 3 clusters Score -7963920 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -7963926.500000 Penalty: 5403.780762
	Iteration 31Q: 3 clusters Score -7963926 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -7963950.500000 Penalty: 5403.780762
	Iteration 32Q: 3 clusters Score -7963950 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -7963964.000000 Penalty: 5403.780762
	Iteration 33Q: 3 clusters Score -7963964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -7964000.500000 Penalty: 5403.780762
	Iteration 34Q: 3 clusters Score -7964000 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -7964054.000000 Penalty: 5403.780762
	Iteration 35Q: 3 clusters Score -7964054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -7964054.500000 Penalty: 5403.780762
	Iteration 36Q: 3 clusters Score -7964054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -7964081.000000 Penalty: 5403.780762
	Iteration 37Q: 3 clusters Score -7964081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -7964076.000000 Penalty: 5403.780762
	Iteration 38Q: 3 clusters Score -7964076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -7964094.500000 Penalty: 5403.780762
	Iteration 39Q: 3 clusters Score -7964094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -7964110.000000 Penalty: 5403.780762
	Iteration 40F: 3 clusters Score -7964110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -7964101.000000 Penalty: 5403.780762
	Iteration 41Q: 3 clusters Score -7964101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -7964091.500000 Penalty: 5403.780762
	Iteration 42Q: 3 clusters Score -7964092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -7964091.500000 Penalty: 5403.780762
	Iteration 43Q: 3 clusters Score -7964092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -7964071.500000 Penalty: 5403.780762
	Iteration 44Q: 3 clusters Score -7964072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -7964079.500000 Penalty: 5403.780762
	Iteration 45Q: 3 clusters Score -7964080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -7964077.000000 Penalty: 5403.780762
	Iteration 46Q: 3 clusters Score -7964077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -7964063.500000 Penalty: 5403.780762
	Iteration 47Q: 3 clusters Score -7964064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -7964079.000000 Penalty: 5403.780762
	Iteration 48Q: 3 clusters Score -7964079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -7964086.000000 Penalty: 5403.780762
	Iteration 49Q: 3 clusters Score -7964086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -7964093.000000 Penalty: 5403.780762
	Iteration 50Q: 3 clusters Score -7964093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -7964091.500000 Penalty: 5403.780762
	Iteration 51Q: 3 clusters Score -7964092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -7964091.500000 Penalty: 5403.780762
	Iteration 52Q: 3 clusters Score -7964092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -7964082.000000 Penalty: 5403.780762
	Iteration 53Q: 3 clusters Score -7964082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -7964096.000000 Penalty: 5403.780762
	Iteration 54Q: 3 clusters Score -7964096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -7964095.000000 Penalty: 5403.780762
	Iteration 55Q: 3 clusters Score -7964095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -7964090.500000 Penalty: 5403.780762
	Iteration 56Q: 3 clusters Score -7964090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -7964105.000000 Penalty: 5403.780762
	Iteration 57Q: 3 clusters Score -7964105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -7964104.000000 Penalty: 5403.780762
	Iteration 58Q: 3 clusters Score -7964104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -7964106.000000 Penalty: 5403.780762
	Iteration 59Q: 3 clusters Score -7964106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -7964103.000000 Penalty: 5403.780762
	Iteration 60F: 3 clusters Score -7964103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -7964110.500000 Penalty: 5403.780762
	Iteration 61Q: 3 clusters Score -7964110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -7964117.500000 Penalty: 5403.780762
	Iteration 62Q: 3 clusters Score -7964118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7964113.500000 Penalty: 5403.780762
	Iteration 63Q: 3 clusters Score -7964114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -7964107.500000 Penalty: 5403.780762
	Iteration 64Q: 3 clusters Score -7964108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -7964096.000000 Penalty: 5403.780762
	Iteration 65Q: 3 clusters Score -7964096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -7964095.500000 Penalty: 5403.780762
	Iteration 66Q: 3 clusters Score -7964096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -7964087.500000 Penalty: 5403.780762
	Iteration 67Q: 3 clusters Score -7964088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -7964083.500000 Penalty: 5403.780762
	Iteration 68Q: 3 clusters Score -7964084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -7964077.500000 Penalty: 5403.780762
	Iteration 69Q: 3 clusters Score -7964078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -7964084.000000 Penalty: 5403.780762
	Iteration 70Q: 3 clusters Score -7964084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -7964090.500000 Penalty: 5403.780762
	Iteration 71Q: 3 clusters Score -7964090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -7964097.000000 Penalty: 5403.780762
	Iteration 72Q: 3 clusters Score -7964097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -7964094.500000 Penalty: 5403.780762
	Iteration 73Q: 3 clusters Score -7964094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -7964098.000000 Penalty: 5403.780762
	Iteration 74Q: 3 clusters Score -7964098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -7964095.000000 Penalty: 5403.780762
	Iteration 75Q: 3 clusters Score -7964095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -7964103.500000 Penalty: 5403.780762
	Iteration 76Q: 3 clusters Score -7964104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -7964109.000000 Penalty: 5403.780762
	Iteration 77Q: 3 clusters Score -7964109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -7964110.000000 Penalty: 5403.780762
	Iteration 78Q: 3 clusters Score -7964110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -7964103.500000 Penalty: 5403.780762
	Iteration 79Q: 3 clusters Score -7964104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -7964109.000000 Penalty: 5403.780762
	Iteration 80F: 3 clusters Score -7964109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -7964107.000000 Penalty: 5403.780762
	Iteration 81Q: 3 clusters Score -7964107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -7964101.000000 Penalty: 5403.780762
	Iteration 82Q: 3 clusters Score -7964101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -7964104.500000 Penalty: 5403.780762
	Iteration 83Q: 3 clusters Score -7964104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -7964111.000000 Penalty: 5403.780762
	Iteration 84Q: 3 clusters Score -7964111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -7964102.000000 Penalty: 5403.780762
	Iteration 85Q: 3 clusters Score -7964102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -7964100.000000 Penalty: 5403.780762
	Iteration 86Q: 3 clusters Score -7964100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -7964110.000000 Penalty: 5403.780762
	Iteration 87Q: 3 clusters Score -7964110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -7964106.500000 Penalty: 5403.780762
	Iteration 88Q: 3 clusters Score -7964106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -7964102.500000 Penalty: 5403.780762
	Iteration 89Q: 3 clusters Score -7964102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -7964102.500000 Penalty: 5403.780762
	Iteration 90Q: 3 clusters Score -7964102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -7964102.500000 Penalty: 5403.780762
	Iteration 91Q: 3 clusters Score -7964102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -7964101.000000 Penalty: 5403.780762
	Iteration 92Q: 3 clusters Score -7964101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -7964099.000000 Penalty: 5403.780762
	Iteration 93Q: 3 clusters Score -7964099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -7964099.000000 Penalty: 5403.780762
	Iteration 94F: 3 clusters Score -7964099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43447 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 18012 members 
Mstep: Class 30 contains 10444 members 
Entering Unmasked Estep 
Score: -151606832.000000 Penalty: 102781.281250
Splitting cluster 15 changes total score from -151297472.000000 to -151606832.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -224930.625000 Penalty: 1839.708862
	Iteration 0F: 2 clusters Score -224930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -222706.593750 Penalty: 3679.417725
	Iteration 0F: 3 clusters Score -222706.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223675.046875 Penalty: 3679.417725
	Iteration 1F: 3 clusters Score -223675 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -224500.406250 Penalty: 3679.417725
	Iteration 2F: 3 clusters Score -224500.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -225971.828125 Penalty: 3679.417725
	Iteration 3F: 3 clusters Score -225971.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -227041.421875 Penalty: 3679.417725
	Iteration 4F: 3 clusters Score -227041.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -227739.703125 Penalty: 3679.417725
	Iteration 5F: 3 clusters Score -227739.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -228026.390625 Penalty: 3679.417725
	Iteration 6Q: 3 clusters Score -228026.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -228086.312500 Penalty: 3679.417725
	Iteration 7Q: 3 clusters Score -228086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -228104.625000 Penalty: 3679.417725
	Iteration 8Q: 3 clusters Score -228104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -228108.562500 Penalty: 3679.417725
	Iteration 9Q: 3 clusters Score -228108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -228110.468750 Penalty: 3679.417725
	Iteration 10Q: 3 clusters Score -228110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -228110.468750 Penalty: 3679.417725
	Iteration 11F: 3 clusters Score -228110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43447 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 29300 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 18012 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 504 members 
Entering Unmasked Estep 
Score: -151608496.000000 Penalty: 106207.328125
Splitting cluster 16 changes total score from -151297472.000000 to -151608496.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (29300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Entering Unmasked Estep 
Score: -4084543.750000 Penalty: 2550.765137
	Iteration 0F: 2 clusters Score -4084544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4064699.250000 Penalty: 5101.530273
	Iteration 0F: 3 clusters Score -4064699 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4074653.750000 Penalty: 5101.530273
	Iteration 1F: 3 clusters Score -4074654 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4079266.250000 Penalty: 5101.530273
	Iteration 2F: 3 clusters Score -4079266 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -4085041.500000 Penalty: 5101.530273
	Iteration 3F: 3 clusters Score -4085042 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4091595.000000 Penalty: 5101.530273
	Iteration 4F: 3 clusters Score -4091595 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4096669.750000 Penalty: 5101.530273
	Iteration 5F: 3 clusters Score -4096670 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4100187.250000 Penalty: 5101.530273
	Iteration 6F: 3 clusters Score -4100187 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4102625.250000 Penalty: 5101.530273
	Iteration 7F: 3 clusters Score -4102625 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -4104313.750000 Penalty: 5101.530273
	Iteration 8Q: 3 clusters Score -4104314 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -4105427.000000 Penalty: 5101.530273
	Iteration 9Q: 3 clusters Score -4105427 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4106151.750000 Penalty: 5101.530273
	Iteration 10Q: 3 clusters Score -4106152 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4106648.250000 Penalty: 5101.530273
	Iteration 11Q: 3 clusters Score -4106648 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -4106961.000000 Penalty: 5101.530273
	Iteration 12Q: 3 clusters Score -4106961 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4107192.750000 Penalty: 5101.530273
	Iteration 13Q: 3 clusters Score -4107193 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4107356.000000 Penalty: 5101.530273
	Iteration 14Q: 3 clusters Score -4107356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4107477.000000 Penalty: 5101.530273
	Iteration 15Q: 3 clusters Score -4107477 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -4107548.250000 Penalty: 5101.530273
	Iteration 16Q: 3 clusters Score -4107548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4107601.000000 Penalty: 5101.530273
	Iteration 17Q: 3 clusters Score -4107601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4107622.750000 Penalty: 5101.530273
	Iteration 18Q: 3 clusters Score -4107623 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4107655.000000 Penalty: 5101.530273
	Iteration 19Q: 3 clusters Score -4107655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4107677.500000 Penalty: 5101.530273
	Iteration 20F: 3 clusters Score -4107678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4107705.750000 Penalty: 5101.530273
	Iteration 21Q: 3 clusters Score -4107706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4107714.500000 Penalty: 5101.530273
	Iteration 22Q: 3 clusters Score -4107714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4107726.250000 Penalty: 5101.530273
	Iteration 23Q: 3 clusters Score -4107726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -4107740.500000 Penalty: 5101.530273
	Iteration 24Q: 3 clusters Score -4107740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -4107748.000000 Penalty: 5101.530273
	Iteration 25Q: 3 clusters Score -4107748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4107752.500000 Penalty: 5101.530273
	Iteration 26Q: 3 clusters Score -4107752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4107766.250000 Penalty: 5101.530273
	Iteration 27Q: 3 clusters Score -4107766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4107781.250000 Penalty: 5101.530273
	Iteration 28Q: 3 clusters Score -4107781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4107807.250000 Penalty: 5101.530273
	Iteration 29Q: 3 clusters Score -4107807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4107833.000000 Penalty: 5101.530273
	Iteration 30Q: 3 clusters Score -4107833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4107867.750000 Penalty: 5101.530273
	Iteration 31Q: 3 clusters Score -4107868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4107897.500000 Penalty: 5101.530273
	Iteration 32Q: 3 clusters Score -4107898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4107962.000000 Penalty: 5101.530273
	Iteration 33Q: 3 clusters Score -4107962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4108062.250000 Penalty: 5101.530273
	Iteration 34Q: 3 clusters Score -4108062 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -4108434.750000 Penalty: 5101.530273
	Iteration 35Q: 3 clusters Score -4108435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4108876.500000 Penalty: 5101.530273
	Iteration 36Q: 3 clusters Score -4108876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4108980.750000 Penalty: 5101.530273
	Iteration 37Q: 3 clusters Score -4108981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4109012.000000 Penalty: 5101.530273
	Iteration 38Q: 3 clusters Score -4109012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4109018.750000 Penalty: 5101.530273
	Iteration 39Q: 3 clusters Score -4109019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4109022.500000 Penalty: 5101.530273
	Iteration 40F: 3 clusters Score -4109022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4109028.000000 Penalty: 5101.530273
	Iteration 41Q: 3 clusters Score -4109028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4109037.750000 Penalty: 5101.530273
	Iteration 42Q: 3 clusters Score -4109038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4109049.000000 Penalty: 5101.530273
	Iteration 43Q: 3 clusters Score -4109049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4109054.500000 Penalty: 5101.530273
	Iteration 44Q: 3 clusters Score -4109054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4109054.500000 Penalty: 5101.530273
	Iteration 45Q: 3 clusters Score -4109054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4109053.750000 Penalty: 5101.530273
	Iteration 46Q: 3 clusters Score -4109054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4109052.000000 Penalty: 5101.530273
	Iteration 47Q: 3 clusters Score -4109052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4109051.250000 Penalty: 5101.530273
	Iteration 48Q: 3 clusters Score -4109051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4109051.250000 Penalty: 5101.530273
	Iteration 49F: 3 clusters Score -4109051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43447 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 58931 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 18012 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3774 members 
Entering Unmasked Estep 
Score: -151631200.000000 Penalty: 109633.367188
Splitting cluster 17 changes total score from -151297472.000000 to -151631200.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (58931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Entering Unmasked Estep 
Score: -8705740.000000 Penalty: 2724.062256
	Iteration 0F: 2 clusters Score -8705740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -8666297.000000 Penalty: 5448.124512
	Iteration 0F: 3 clusters Score -8666297 nChanged 27455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -8684760.000000 Penalty: 5448.124512
	Iteration 1F: 3 clusters Score -8684760 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -8688019.000000 Penalty: 5448.124512
	Iteration 2F: 3 clusters Score -8688019 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -8691272.000000 Penalty: 5448.124512
	Iteration 3F: 3 clusters Score -8691272 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8694412.000000 Penalty: 5448.124512
	Iteration 4F: 3 clusters Score -8694412 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -8697943.000000 Penalty: 5448.124512
	Iteration 5F: 3 clusters Score -8697943 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -8701539.000000 Penalty: 5448.124512
	Iteration 6F: 3 clusters Score -8701539 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -8705502.000000 Penalty: 5448.124512
	Iteration 7F: 3 clusters Score -8705502 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -8710259.000000 Penalty: 5448.124512
	Iteration 8F: 3 clusters Score -8710259 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -8715725.000000 Penalty: 5448.124512
	Iteration 9F: 3 clusters Score -8715725 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -8719984.000000 Penalty: 5448.124512
	Iteration 10Q: 3 clusters Score -8719984 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -8721934.000000 Penalty: 5448.124512
	Iteration 11Q: 3 clusters Score -8721934 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -8722662.000000 Penalty: 5448.124512
	Iteration 12Q: 3 clusters Score -8722662 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8722785.000000 Penalty: 5448.124512
	Iteration 13Q: 3 clusters Score -8722785 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -8722778.000000 Penalty: 5448.124512
	Iteration 14Q: 3 clusters Score -8722778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -8722776.000000 Penalty: 5448.124512
	Iteration 15Q: 3 clusters Score -8722776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8722792.000000 Penalty: 5448.124512
	Iteration 16Q: 3 clusters Score -8722792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -8722793.000000 Penalty: 5448.124512
	Iteration 17Q: 3 clusters Score -8722793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -8722785.000000 Penalty: 5448.124512
	Iteration 18Q: 3 clusters Score -8722785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8722787.000000 Penalty: 5448.124512
	Iteration 19Q: 3 clusters Score -8722787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8722789.000000 Penalty: 5448.124512
	Iteration 20F: 3 clusters Score -8722789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -8722779.000000 Penalty: 5448.124512
	Iteration 21Q: 3 clusters Score -8722779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -8722785.000000 Penalty: 5448.124512
	Iteration 22Q: 3 clusters Score -8722785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -8722786.000000 Penalty: 5448.124512
	Iteration 23Q: 3 clusters Score -8722786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -8722786.000000 Penalty: 5448.124512
	Iteration 24F: 3 clusters Score -8722786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43447 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 26698 members 
Mstep: Class 19 contains 93691 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 18012 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3774 members 
Mstep: Class 33 contains 32233 members 
Entering Unmasked Estep 
Score: -151646240.000000 Penalty: 113059.414062
Splitting cluster 18 changes total score from -151297472.000000 to -151646240.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (93691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Entering Unmasked Estep 
Score: -14693243.000000 Penalty: 2839.043945
	Iteration 0F: 2 clusters Score -1.469324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -14633344.000000 Penalty: 5678.087891
	Iteration 0F: 3 clusters Score -1.463334e+07 nChanged 44257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -14659018.000000 Penalty: 5678.087891
	Iteration 1F: 3 clusters Score -1.465902e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -14660735.000000 Penalty: 5678.087891
	Iteration 2Q: 3 clusters Score -1.466074e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -14663808.000000 Penalty: 5678.087891
	Iteration 3F: 3 clusters Score -1.466381e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -14669805.000000 Penalty: 5678.087891
	Iteration 4F: 3 clusters Score -1.46698e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -14679337.000000 Penalty: 5678.087891
	Iteration 5F: 3 clusters Score -1.467934e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -14688882.000000 Penalty: 5678.087891
	Iteration 6F: 3 clusters Score -1.468888e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -14694049.000000 Penalty: 5678.087891
	Iteration 7F: 3 clusters Score -1.469405e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -14695686.000000 Penalty: 5678.087891
	Iteration 8F: 3 clusters Score -1.469569e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -14696314.000000 Penalty: 5678.087891
	Iteration 9Q: 3 clusters Score -1.469631e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -14696491.000000 Penalty: 5678.087891
	Iteration 10Q: 3 clusters Score -1.469649e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -14696562.000000 Penalty: 5678.087891
	Iteration 11Q: 3 clusters Score -1.469656e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -14696600.000000 Penalty: 5678.087891
	Iteration 12Q: 3 clusters Score -1.46966e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -14696639.000000 Penalty: 5678.087891
	Iteration 13Q: 3 clusters Score -1.469664e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -14696633.000000 Penalty: 5678.087891
	Iteration 14Q: 3 clusters Score -1.469663e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -14696666.000000 Penalty: 5678.087891
	Iteration 15Q: 3 clusters Score -1.469667e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -14696676.000000 Penalty: 5678.087891
	Iteration 16Q: 3 clusters Score -1.469668e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -14696642.000000 Penalty: 5678.087891
	Iteration 17Q: 3 clusters Score -1.469664e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -14696681.000000 Penalty: 5678.087891
	Iteration 18Q: 3 clusters Score -1.469668e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -14696672.000000 Penalty: 5678.087891
	Iteration 19Q: 3 clusters Score -1.469667e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -14696676.000000 Penalty: 5678.087891
	Iteration 20F: 3 clusters Score -1.469668e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -14696693.000000 Penalty: 5678.087891
	Iteration 21Q: 3 clusters Score -1.469669e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -14696695.000000 Penalty: 5678.087891
	Iteration 22Q: 3 clusters Score -1.46967e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -14696708.000000 Penalty: 5678.087891
	Iteration 23Q: 3 clusters Score -1.469671e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -14696739.000000 Penalty: 5678.087891
	Iteration 24Q: 3 clusters Score -1.469674e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -14696752.000000 Penalty: 5678.087891
	Iteration 25Q: 3 clusters Score -1.469675e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -14696777.000000 Penalty: 5678.087891
	Iteration 26Q: 3 clusters Score -1.469678e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -14696757.000000 Penalty: 5678.087891
	Iteration 27Q: 3 clusters Score -1.469676e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -14696764.000000 Penalty: 5678.087891
	Iteration 28Q: 3 clusters Score -1.469676e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -14696789.000000 Penalty: 5678.087891
	Iteration 29Q: 3 clusters Score -1.469679e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -14696810.000000 Penalty: 5678.087891
	Iteration 30Q: 3 clusters Score -1.469681e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -14696824.000000 Penalty: 5678.087891
	Iteration 31Q: 3 clusters Score -1.469682e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -14696874.000000 Penalty: 5678.087891
	Iteration 32Q: 3 clusters Score -1.469687e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -14696869.000000 Penalty: 5678.087891
	Iteration 33Q: 3 clusters Score -1.469687e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -14696898.000000 Penalty: 5678.087891
	Iteration 34Q: 3 clusters Score -1.46969e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -14696927.000000 Penalty: 5678.087891
	Iteration 35Q: 3 clusters Score -1.469693e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -14696921.000000 Penalty: 5678.087891
	Iteration 36Q: 3 clusters Score -1.469692e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -14696925.000000 Penalty: 5678.087891
	Iteration 37Q: 3 clusters Score -1.469692e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -14696922.000000 Penalty: 5678.087891
	Iteration 38Q: 3 clusters Score -1.469692e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -14696946.000000 Penalty: 5678.087891
	Iteration 39Q: 3 clusters Score -1.469695e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -14696943.000000 Penalty: 5678.087891
	Iteration 40F: 3 clusters Score -1.469694e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -14696930.000000 Penalty: 5678.087891
	Iteration 41Q: 3 clusters Score -1.469693e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -14696884.000000 Penalty: 5678.087891
	Iteration 42Q: 3 clusters Score -1.469688e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -14696881.000000 Penalty: 5678.087891
	Iteration 43Q: 3 clusters Score -1.469688e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -14696899.000000 Penalty: 5678.087891
	Iteration 44Q: 3 clusters Score -1.46969e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -14696890.000000 Penalty: 5678.087891
	Iteration 45Q: 3 clusters Score -1.469689e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -14696897.000000 Penalty: 5678.087891
	Iteration 46Q: 3 clusters Score -1.46969e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -14696905.000000 Penalty: 5678.087891
	Iteration 47Q: 3 clusters Score -1.46969e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -14696899.000000 Penalty: 5678.087891
	Iteration 48Q: 3 clusters Score -1.46969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -14696931.000000 Penalty: 5678.087891
	Iteration 49Q: 3 clusters Score -1.469693e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -14696900.000000 Penalty: 5678.087891
	Iteration 50Q: 3 clusters Score -1.46969e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -14696897.000000 Penalty: 5678.087891
	Iteration 51Q: 3 clusters Score -1.46969e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -14696882.000000 Penalty: 5678.087891
	Iteration 52Q: 3 clusters Score -1.469688e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -14696880.000000 Penalty: 5678.087891
	Iteration 53Q: 3 clusters Score -1.469688e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -14696873.000000 Penalty: 5678.087891
	Iteration 54Q: 3 clusters Score -1.469687e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69668 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -14696909.000000 Penalty: 5678.087891
	Iteration 55Q: 3 clusters Score -1.469691e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -14696907.000000 Penalty: 5678.087891
	Iteration 56Q: 3 clusters Score -1.469691e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -14696905.000000 Penalty: 5678.087891
	Iteration 57Q: 3 clusters Score -1.46969e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -14696923.000000 Penalty: 5678.087891
	Iteration 58Q: 3 clusters Score -1.469692e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -14696926.000000 Penalty: 5678.087891
	Iteration 59Q: 3 clusters Score -1.469693e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -14696898.000000 Penalty: 5678.087891
	Iteration 60F: 3 clusters Score -1.46969e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -14696898.000000 Penalty: 5678.087891
	Iteration 61Q: 3 clusters Score -1.46969e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -14696878.000000 Penalty: 5678.087891
	Iteration 62Q: 3 clusters Score -1.469688e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -14696846.000000 Penalty: 5678.087891
	Iteration 63Q: 3 clusters Score -1.469685e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -14696851.000000 Penalty: 5678.087891
	Iteration 64Q: 3 clusters Score -1.469685e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -14696842.000000 Penalty: 5678.087891
	Iteration 65Q: 3 clusters Score -1.469684e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -14696867.000000 Penalty: 5678.087891
	Iteration 66Q: 3 clusters Score -1.469687e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -14696854.000000 Penalty: 5678.087891
	Iteration 67Q: 3 clusters Score -1.469685e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -14696851.000000 Penalty: 5678.087891
	Iteration 68Q: 3 clusters Score -1.469685e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -14696824.000000 Penalty: 5678.087891
	Iteration 69Q: 3 clusters Score -1.469682e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -14696858.000000 Penalty: 5678.087891
	Iteration 70Q: 3 clusters Score -1.469686e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -14696834.000000 Penalty: 5678.087891
	Iteration 71Q: 3 clusters Score -1.469683e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -14696840.000000 Penalty: 5678.087891
	Iteration 72Q: 3 clusters Score -1.469684e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -14696849.000000 Penalty: 5678.087891
	Iteration 73Q: 3 clusters Score -1.469685e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -14696851.000000 Penalty: 5678.087891
	Iteration 74Q: 3 clusters Score -1.469685e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -14696856.000000 Penalty: 5678.087891
	Iteration 75Q: 3 clusters Score -1.469686e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -14696835.000000 Penalty: 5678.087891
	Iteration 76Q: 3 clusters Score -1.469684e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -14696835.000000 Penalty: 5678.087891
	Iteration 77Q: 3 clusters Score -1.469684e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -14696864.000000 Penalty: 5678.087891
	Iteration 78Q: 3 clusters Score -1.469686e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -14696876.000000 Penalty: 5678.087891
	Iteration 79Q: 3 clusters Score -1.469688e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -14696851.000000 Penalty: 5678.087891
	Iteration 80F: 3 clusters Score -1.469685e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -14696871.000000 Penalty: 5678.087891
	Iteration 81Q: 3 clusters Score -1.469687e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -14696868.000000 Penalty: 5678.087891
	Iteration 82Q: 3 clusters Score -1.469687e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -14696898.000000 Penalty: 5678.087891
	Iteration 83Q: 3 clusters Score -1.46969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -14696897.000000 Penalty: 5678.087891
	Iteration 84Q: 3 clusters Score -1.46969e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -14696904.000000 Penalty: 5678.087891
	Iteration 85Q: 3 clusters Score -1.46969e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -14696918.000000 Penalty: 5678.087891
	Iteration 86Q: 3 clusters Score -1.469692e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -14696911.000000 Penalty: 5678.087891
	Iteration 87Q: 3 clusters Score -1.469691e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -14696893.000000 Penalty: 5678.087891
	Iteration 88Q: 3 clusters Score -1.469689e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -14696891.000000 Penalty: 5678.087891
	Iteration 89Q: 3 clusters Score -1.469689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -14696907.000000 Penalty: 5678.087891
	Iteration 90Q: 3 clusters Score -1.469691e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -14696931.000000 Penalty: 5678.087891
	Iteration 91Q: 3 clusters Score -1.469693e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -14696904.000000 Penalty: 5678.087891
	Iteration 92Q: 3 clusters Score -1.46969e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -14696902.000000 Penalty: 5678.087891
	Iteration 93Q: 3 clusters Score -1.46969e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -14696912.000000 Penalty: 5678.087891
	Iteration 94Q: 3 clusters Score -1.469691e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -14696908.000000 Penalty: 5678.087891
	Iteration 95Q: 3 clusters Score -1.469691e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -14696916.000000 Penalty: 5678.087891
	Iteration 96Q: 3 clusters Score -1.469692e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -14696924.000000 Penalty: 5678.087891
	Iteration 97Q: 3 clusters Score -1.469692e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -14696929.000000 Penalty: 5678.087891
	Iteration 98Q: 3 clusters Score -1.469693e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -14696946.000000 Penalty: 5678.087891
	Iteration 99Q: 3 clusters Score -1.469695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -14696955.000000 Penalty: 5678.087891
	Iteration 100F: 3 clusters Score -1.469696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -14696951.000000 Penalty: 5678.087891
	Iteration 101Q: 3 clusters Score -1.469695e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -14696961.000000 Penalty: 5678.087891
	Iteration 102Q: 3 clusters Score -1.469696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -14696954.000000 Penalty: 5678.087891
	Iteration 103Q: 3 clusters Score -1.469695e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -14696947.000000 Penalty: 5678.087891
	Iteration 104Q: 3 clusters Score -1.469695e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -14696964.000000 Penalty: 5678.087891
	Iteration 105Q: 3 clusters Score -1.469696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -14696998.000000 Penalty: 5678.087891
	Iteration 106Q: 3 clusters Score -1.4697e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -14697004.000000 Penalty: 5678.087891
	Iteration 107Q: 3 clusters Score -1.4697e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -14696980.000000 Penalty: 5678.087891
	Iteration 108Q: 3 clusters Score -1.469698e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -14696982.000000 Penalty: 5678.087891
	Iteration 109Q: 3 clusters Score -1.469698e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -14696995.000000 Penalty: 5678.087891
	Iteration 110Q: 3 clusters Score -1.4697e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -14697014.000000 Penalty: 5678.087891
	Iteration 111Q: 3 clusters Score -1.469701e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -14697006.000000 Penalty: 5678.087891
	Iteration 112Q: 3 clusters Score -1.469701e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -14697019.000000 Penalty: 5678.087891
	Iteration 113Q: 3 clusters Score -1.469702e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -14697021.000000 Penalty: 5678.087891
	Iteration 114Q: 3 clusters Score -1.469702e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -14697035.000000 Penalty: 5678.087891
	Iteration 115Q: 3 clusters Score -1.469704e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -14697016.000000 Penalty: 5678.087891
	Iteration 116Q: 3 clusters Score -1.469702e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -14697003.000000 Penalty: 5678.087891
	Iteration 117Q: 3 clusters Score -1.4697e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -14696969.000000 Penalty: 5678.087891
	Iteration 118Q: 3 clusters Score -1.469697e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -14696986.000000 Penalty: 5678.087891
	Iteration 119Q: 3 clusters Score -1.469699e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -14697004.000000 Penalty: 5678.087891
	Iteration 120F: 3 clusters Score -1.4697e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -14696995.000000 Penalty: 5678.087891
	Iteration 121Q: 3 clusters Score -1.4697e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -14697006.000000 Penalty: 5678.087891
	Iteration 122Q: 3 clusters Score -1.469701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -14697011.000000 Penalty: 5678.087891
	Iteration 123Q: 3 clusters Score -1.469701e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -14697013.000000 Penalty: 5678.087891
	Iteration 124Q: 3 clusters Score -1.469701e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -14696995.000000 Penalty: 5678.087891
	Iteration 125Q: 3 clusters Score -1.4697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -14696990.000000 Penalty: 5678.087891
	Iteration 126Q: 3 clusters Score -1.469699e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -14697017.000000 Penalty: 5678.087891
	Iteration 127Q: 3 clusters Score -1.469702e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -14697009.000000 Penalty: 5678.087891
	Iteration 128Q: 3 clusters Score -1.469701e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -14697031.000000 Penalty: 5678.087891
	Iteration 129Q: 3 clusters Score -1.469703e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -14697043.000000 Penalty: 5678.087891
	Iteration 130Q: 3 clusters Score -1.469704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -14697048.000000 Penalty: 5678.087891
	Iteration 131Q: 3 clusters Score -1.469705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -14697058.000000 Penalty: 5678.087891
	Iteration 132Q: 3 clusters Score -1.469706e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -14697045.000000 Penalty: 5678.087891
	Iteration 133Q: 3 clusters Score -1.469704e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -14697065.000000 Penalty: 5678.087891
	Iteration 134Q: 3 clusters Score -1.469706e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -14697064.000000 Penalty: 5678.087891
	Iteration 135Q: 3 clusters Score -1.469706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -14697060.000000 Penalty: 5678.087891
	Iteration 136Q: 3 clusters Score -1.469706e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -14697084.000000 Penalty: 5678.087891
	Iteration 137Q: 3 clusters Score -1.469708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -14697089.000000 Penalty: 5678.087891
	Iteration 138Q: 3 clusters Score -1.469709e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -14697071.000000 Penalty: 5678.087891
	Iteration 139Q: 3 clusters Score -1.469707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -14697052.000000 Penalty: 5678.087891
	Iteration 140F: 3 clusters Score -1.469705e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -14697053.000000 Penalty: 5678.087891
	Iteration 141Q: 3 clusters Score -1.469705e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -14697079.000000 Penalty: 5678.087891
	Iteration 142Q: 3 clusters Score -1.469708e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -14697057.000000 Penalty: 5678.087891
	Iteration 143Q: 3 clusters Score -1.469706e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -14697069.000000 Penalty: 5678.087891
	Iteration 144Q: 3 clusters Score -1.469707e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -14697080.000000 Penalty: 5678.087891
	Iteration 145Q: 3 clusters Score -1.469708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -14697070.000000 Penalty: 5678.087891
	Iteration 146Q: 3 clusters Score -1.469707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -14697097.000000 Penalty: 5678.087891
	Iteration 147Q: 3 clusters Score -1.46971e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -14697097.000000 Penalty: 5678.087891
	Iteration 148Q: 3 clusters Score -1.46971e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -14697087.000000 Penalty: 5678.087891
	Iteration 149Q: 3 clusters Score -1.469709e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -14697111.000000 Penalty: 5678.087891
	Iteration 150Q: 3 clusters Score -1.469711e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -14697122.000000 Penalty: 5678.087891
	Iteration 151Q: 3 clusters Score -1.469712e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77978 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -14697113.000000 Penalty: 5678.087891
	Iteration 152Q: 3 clusters Score -1.469711e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -14697132.000000 Penalty: 5678.087891
	Iteration 153Q: 3 clusters Score -1.469713e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -14697135.000000 Penalty: 5678.087891
	Iteration 154Q: 3 clusters Score -1.469714e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -14697131.000000 Penalty: 5678.087891
	Iteration 155Q: 3 clusters Score -1.469713e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -14697144.000000 Penalty: 5678.087891
	Iteration 156Q: 3 clusters Score -1.469714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -14697163.000000 Penalty: 5678.087891
	Iteration 157Q: 3 clusters Score -1.469716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -14697170.000000 Penalty: 5678.087891
	Iteration 158Q: 3 clusters Score -1.469717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -14697153.000000 Penalty: 5678.087891
	Iteration 159Q: 3 clusters Score -1.469715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -14697163.000000 Penalty: 5678.087891
	Iteration 160F: 3 clusters Score -1.469716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -14697168.000000 Penalty: 5678.087891
	Iteration 161Q: 3 clusters Score -1.469717e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -14697163.000000 Penalty: 5678.087891
	Iteration 162Q: 3 clusters Score -1.469716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -14697155.000000 Penalty: 5678.087891
	Iteration 163Q: 3 clusters Score -1.469716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -14697144.000000 Penalty: 5678.087891
	Iteration 164Q: 3 clusters Score -1.469714e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -14697147.000000 Penalty: 5678.087891
	Iteration 165Q: 3 clusters Score -1.469715e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -14697153.000000 Penalty: 5678.087891
	Iteration 166Q: 3 clusters Score -1.469715e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -14697167.000000 Penalty: 5678.087891
	Iteration 167Q: 3 clusters Score -1.469717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -14697183.000000 Penalty: 5678.087891
	Iteration 168Q: 3 clusters Score -1.469718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -14697155.000000 Penalty: 5678.087891
	Iteration 169Q: 3 clusters Score -1.469716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78854 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -14697168.000000 Penalty: 5678.087891
	Iteration 170Q: 3 clusters Score -1.469717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -14697171.000000 Penalty: 5678.087891
	Iteration 171Q: 3 clusters Score -1.469717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -14697195.000000 Penalty: 5678.087891
	Iteration 172Q: 3 clusters Score -1.46972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -14697196.000000 Penalty: 5678.087891
	Iteration 173Q: 3 clusters Score -1.46972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -14697198.000000 Penalty: 5678.087891
	Iteration 174Q: 3 clusters Score -1.46972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -14697181.000000 Penalty: 5678.087891
	Iteration 175Q: 3 clusters Score -1.469718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -14697166.000000 Penalty: 5678.087891
	Iteration 176Q: 3 clusters Score -1.469717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -14697171.000000 Penalty: 5678.087891
	Iteration 177Q: 3 clusters Score -1.469717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -14697164.000000 Penalty: 5678.087891
	Iteration 178Q: 3 clusters Score -1.469716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -14697169.000000 Penalty: 5678.087891
	Iteration 179Q: 3 clusters Score -1.469717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -14697177.000000 Penalty: 5678.087891
	Iteration 180F: 3 clusters Score -1.469718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -14697187.000000 Penalty: 5678.087891
	Iteration 181Q: 3 clusters Score -1.469719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -14697194.000000 Penalty: 5678.087891
	Iteration 182Q: 3 clusters Score -1.469719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -14697194.000000 Penalty: 5678.087891
	Iteration 183Q: 3 clusters Score -1.469719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -14697190.000000 Penalty: 5678.087891
	Iteration 184Q: 3 clusters Score -1.469719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -14697187.000000 Penalty: 5678.087891
	Iteration 185Q: 3 clusters Score -1.469719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -14697198.000000 Penalty: 5678.087891
	Iteration 186Q: 3 clusters Score -1.46972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -14697192.000000 Penalty: 5678.087891
	Iteration 187Q: 3 clusters Score -1.469719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -14697195.000000 Penalty: 5678.087891
	Iteration 188Q: 3 clusters Score -1.46972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -14697196.000000 Penalty: 5678.087891
	Iteration 189Q: 3 clusters Score -1.46972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -14697191.000000 Penalty: 5678.087891
	Iteration 190Q: 3 clusters Score -1.469719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -14697180.000000 Penalty: 5678.087891
	Iteration 191Q: 3 clusters Score -1.469718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -14697184.000000 Penalty: 5678.087891
	Iteration 192Q: 3 clusters Score -1.469718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -14697183.000000 Penalty: 5678.087891
	Iteration 193Q: 3 clusters Score -1.469718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -14697185.000000 Penalty: 5678.087891
	Iteration 194Q: 3 clusters Score -1.469718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -14697185.000000 Penalty: 5678.087891
	Iteration 195Q: 3 clusters Score -1.469718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -14697181.000000 Penalty: 5678.087891
	Iteration 196Q: 3 clusters Score -1.469718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -14697189.000000 Penalty: 5678.087891
	Iteration 197Q: 3 clusters Score -1.469719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -14697187.000000 Penalty: 5678.087891
	Iteration 198Q: 3 clusters Score -1.469719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -14697188.000000 Penalty: 5678.087891
	Iteration 199Q: 3 clusters Score -1.469719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -14697188.000000 Penalty: 5678.087891
	Iteration 200F: 3 clusters Score -1.469719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 94753 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43447 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 26698 members 
Mstep: Class 19 contains 79193 members 
Mstep: Class 20 contains 22170 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 40438 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 95890 members 
Mstep: Class 25 contains 6001 members 
Mstep: Class 26 contains 79425 members 
Mstep: Class 27 contains 6226 members 
Mstep: Class 28 contains 11412 members 
Mstep: Class 29 contains 18012 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3774 members 
Mstep: Class 33 contains 32233 members 
Mstep: Class 34 contains 14498 members 
Entering Unmasked Estep 
Score: -151643392.000000 Penalty: 116485.453125
Splitting cluster 19 changes total score from -151297472.000000 to -151643392.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 23239 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 6 contains 55958 members 
Mstep: Class 7 contains 11347 members 
Mstep: Class 8 contains 51000 members 
Mstep: Class 9 contains 16241 members 
Mstep: Class 10 contains 95151 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11293 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 43447 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 26698 members 
Mstep: Class 19 contains 79193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151682960.000000 Penalty: 116485.453125
Iteration 39Q: 35 clusters Score -1.51683e+08 nChanged 48406
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 24825 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 90096 members 
Mstep: Class 6 contains 57285 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 50993 members 
Mstep: Class 9 contains 17473 members 
Mstep: Class 10 contains 100121 members 
Mstep: Class 11 contains 19601 members 
Mstep: Class 12 contains 11576 members 
Mstep: Class 13 contains 12376 members 
Mstep: Class 14 contains 4943 members 
Mstep: Class 15 contains 43715 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 25691 members 
Mstep: Class 18 contains 29658 members 
Mstep: Class 19 contains 78734 members 
Mstep: Class 20 contains 21122 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 37239 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 93676 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 76200 members 
Mstep: Class 27 contains 6050 members 
Mstep: Class 28 contains 10869 members 
Mstep: Class 29 contains 17202 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 31385 members 
Mstep: Class 34 contains 14583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151719664.000000 Penalty: 116485.453125
Iteration 40F: 35 clusters Score -1.517197e+08 nChanged 38619
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 25231 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 86950 members 
Mstep: Class 6 contains 56109 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 50356 members 
Mstep: Class 9 contains 18036 members 
Mstep: Class 10 contains 101845 members 
Mstep: Class 11 contains 19072 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 12894 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 39690 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 23383 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 19 contains 78521 members 
Mstep: Class 20 contains 21387 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 38468 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 93405 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 75565 members 
Mstep: Class 27 contains 6043 members 
Mstep: Class 28 contains 10882 members 
Mstep: Class 29 contains 17098 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3612 members 
Mstep: Class 33 contains 33402 members 
Mstep: Class 34 contains 17739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151731504.000000 Penalty: 116485.453125
Iteration 41Q: 35 clusters Score -1.517315e+08 nChanged 22805
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 25446 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 6433 members 
Mstep: Class 5 contains 84856 members 
Mstep: Class 6 contains 55422 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 49845 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 10 contains 103295 members 
Mstep: Class 11 contains 18694 members 
Mstep: Class 12 contains 11476 members 
Mstep: Class 13 contains 13417 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 36722 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22291 members 
Mstep: Class 18 contains 32920 members 
Mstep: Class 19 contains 78537 members 
Mstep: Class 20 contains 21459 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 39163 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 92833 members 
Mstep: Class 25 contains 7258 members 
Mstep: Class 26 contains 74537 members 
Mstep: Class 27 contains 6047 members 
Mstep: Class 28 contains 10853 members 
Mstep: Class 29 contains 16833 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3548 members 
Mstep: Class 33 contains 35134 members 
Mstep: Class 34 contains 19365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151736464.000000 Penalty: 116485.453125
Iteration 42Q: 35 clusters Score -1.517365e+08 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 25563 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 6907 members 
Mstep: Class 5 contains 83527 members 
Mstep: Class 6 contains 54869 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 49353 members 
Mstep: Class 9 contains 19091 members 
Mstep: Class 10 contains 104276 members 
Mstep: Class 11 contains 18339 members 
Mstep: Class 12 contains 11481 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 34297 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21753 members 
Mstep: Class 18 contains 34475 members 
Mstep: Class 19 contains 78610 members 
Mstep: Class 20 contains 21445 members 
Mstep: Class 21 contains 1647 members 
Mstep: Class 22 contains 39508 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 92297 members 
Mstep: Class 25 contains 7678 members 
Mstep: Class 26 contains 73534 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 10835 members 
Mstep: Class 29 contains 16570 members 
Mstep: Class 30 contains 9414 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3494 members 
Mstep: Class 33 contains 36582 members 
Mstep: Class 34 contains 20444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151739792.000000 Penalty: 116485.453125
Iteration 43Q: 35 clusters Score -1.517398e+08 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 80609 members 
Mstep: Class 2 contains 25627 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 82646 members 
Mstep: Class 6 contains 54428 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 48911 members 
Mstep: Class 9 contains 19556 members 
Mstep: Class 10 contains 104935 members 
Mstep: Class 11 contains 18064 members 
Mstep: Class 12 contains 11487 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 32220 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 35885 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 21384 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 39628 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 91797 members 
Mstep: Class 25 contains 8021 members 
Mstep: Class 26 contains 72652 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 10829 members 
Mstep: Class 29 contains 16260 members 
Mstep: Class 30 contains 9366 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 37789 members 
Mstep: Class 34 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151742928.000000 Penalty: 116485.453125
Iteration 44Q: 35 clusters Score -1.517429e+08 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 82106 members 
Mstep: Class 6 contains 54098 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 48555 members 
Mstep: Class 9 contains 19945 members 
Mstep: Class 10 contains 105273 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 12 contains 11490 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 30412 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21489 members 
Mstep: Class 18 contains 37118 members 
Mstep: Class 19 contains 78763 members 
Mstep: Class 20 contains 21308 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 39629 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 91401 members 
Mstep: Class 25 contains 8296 members 
Mstep: Class 26 contains 71792 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 10849 members 
Mstep: Class 29 contains 15939 members 
Mstep: Class 30 contains 9269 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3422 members 
Mstep: Class 33 contains 38969 members 
Mstep: Class 34 contains 21784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151745696.000000 Penalty: 116485.453125
Iteration 45Q: 35 clusters Score -1.517457e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 25710 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 8365 members 
Mstep: Class 5 contains 81776 members 
Mstep: Class 6 contains 53843 members 
Mstep: Class 7 contains 11543 members 
Mstep: Class 8 contains 48228 members 
Mstep: Class 9 contains 20324 members 
Mstep: Class 10 contains 105481 members 
Mstep: Class 11 contains 17759 members 
Mstep: Class 12 contains 11494 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 28907 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21491 members 
Mstep: Class 18 contains 38179 members 
Mstep: Class 19 contains 78847 members 
Mstep: Class 20 contains 21194 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 39576 members 
Mstep: Class 23 contains 3758 members 
Mstep: Class 24 contains 91020 members 
Mstep: Class 25 contains 8493 members 
Mstep: Class 26 contains 70937 members 
Mstep: Class 27 contains 6039 members 
Mstep: Class 28 contains 10873 members 
Mstep: Class 29 contains 15619 members 
Mstep: Class 30 contains 9205 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3385 members 
Mstep: Class 33 contains 40086 members 
Mstep: Class 34 contains 22183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151747568.000000 Penalty: 116485.453125
Iteration 46Q: 35 clusters Score -1.517476e+08 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 25765 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 81564 members 
Mstep: Class 6 contains 53604 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 47900 members 
Mstep: Class 9 contains 20697 members 
Mstep: Class 10 contains 105603 members 
Mstep: Class 11 contains 17661 members 
Mstep: Class 12 contains 11505 members 
Mstep: Class 13 contains 14752 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 27662 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21523 members 
Mstep: Class 18 contains 39124 members 
Mstep: Class 19 contains 78885 members 
Mstep: Class 20 contains 21079 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 39444 members 
Mstep: Class 23 contains 3700 members 
Mstep: Class 24 contains 90716 members 
Mstep: Class 25 contains 8646 members 
Mstep: Class 26 contains 70094 members 
Mstep: Class 27 contains 6033 members 
Mstep: Class 28 contains 10879 members 
Mstep: Class 29 contains 15269 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3369 members 
Mstep: Class 33 contains 41132 members 
Mstep: Class 34 contains 22517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151749168.000000 Penalty: 116485.453125
Iteration 47Q: 35 clusters Score -1.517492e+08 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 25787 members 
Mstep: Class 3 contains 606 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 81427 members 
Mstep: Class 6 contains 53418 members 
Mstep: Class 7 contains 11505 members 
Mstep: Class 8 contains 47613 members 
Mstep: Class 9 contains 21049 members 
Mstep: Class 10 contains 105685 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 11516 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 5187 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21525 members 
Mstep: Class 18 contains 39991 members 
Mstep: Class 19 contains 78941 members 
Mstep: Class 20 contains 20963 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 39297 members 
Mstep: Class 23 contains 3645 members 
Mstep: Class 24 contains 90426 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 69302 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 10888 members 
Mstep: Class 29 contains 14952 members 
Mstep: Class 30 contains 9118 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 42116 members 
Mstep: Class 34 contains 22755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151750544.000000 Penalty: 116485.453125
Iteration 48Q: 35 clusters Score -1.517505e+08 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 25815 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 9390 members 
Mstep: Class 5 contains 81340 members 
Mstep: Class 6 contains 53269 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 47318 members 
Mstep: Class 9 contains 21403 members 
Mstep: Class 10 contains 105678 members 
Mstep: Class 11 contains 17502 members 
Mstep: Class 12 contains 11532 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 15 contains 25687 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 40780 members 
Mstep: Class 19 contains 79017 members 
Mstep: Class 20 contains 20824 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 39133 members 
Mstep: Class 23 contains 3595 members 
Mstep: Class 24 contains 90208 members 
Mstep: Class 25 contains 8819 members 
Mstep: Class 26 contains 68646 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 10898 members 
Mstep: Class 29 contains 14666 members 
Mstep: Class 30 contains 9110 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 43051 members 
Mstep: Class 34 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151750944.000000 Penalty: 116485.453125
Iteration 49Q: 35 clusters Score -1.517509e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 25812 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 9644 members 
Mstep: Class 5 contains 81253 members 
Mstep: Class 6 contains 53157 members 
Mstep: Class 7 contains 11467 members 
Mstep: Class 8 contains 47049 members 
Mstep: Class 9 contains 21698 members 
Mstep: Class 10 contains 105653 members 
Mstep: Class 11 contains 17465 members 
Mstep: Class 12 contains 11544 members 
Mstep: Class 13 contains 15159 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 24924 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 41478 members 
Mstep: Class 19 contains 79068 members 
Mstep: Class 20 contains 20705 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 38983 members 
Mstep: Class 23 contains 3554 members 
Mstep: Class 24 contains 90013 members 
Mstep: Class 25 contains 8882 members 
Mstep: Class 26 contains 68056 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 10899 members 
Mstep: Class 29 contains 14444 members 
Mstep: Class 30 contains 9101 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 43844 members 
Mstep: Class 34 contains 23045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151751584.000000 Penalty: 116485.453125
Iteration 50Q: 35 clusters Score -1.517516e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 25829 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 81180 members 
Mstep: Class 6 contains 53064 members 
Mstep: Class 7 contains 11468 members 
Mstep: Class 8 contains 46787 members 
Mstep: Class 9 contains 21957 members 
Mstep: Class 10 contains 105617 members 
Mstep: Class 11 contains 17408 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 15256 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 24307 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21655 members 
Mstep: Class 18 contains 42039 members 
Mstep: Class 19 contains 79121 members 
Mstep: Class 20 contains 20605 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 38769 members 
Mstep: Class 23 contains 3511 members 
Mstep: Class 24 contains 89905 members 
Mstep: Class 25 contains 8942 members 
Mstep: Class 26 contains 67520 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 14249 members 
Mstep: Class 30 contains 9106 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 44628 members 
Mstep: Class 34 contains 23141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151752736.000000 Penalty: 116485.453125
Iteration 51Q: 35 clusters Score -1.517527e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 25866 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 10037 members 
Mstep: Class 5 contains 81117 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 11461 members 
Mstep: Class 8 contains 46550 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 105583 members 
Mstep: Class 11 contains 17370 members 
Mstep: Class 12 contains 11575 members 
Mstep: Class 13 contains 15355 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 23717 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21689 members 
Mstep: Class 18 contains 42567 members 
Mstep: Class 19 contains 79171 members 
Mstep: Class 20 contains 20514 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 38621 members 
Mstep: Class 23 contains 3481 members 
Mstep: Class 24 contains 89789 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 67015 members 
Mstep: Class 27 contains 6017 members 
Mstep: Class 28 contains 10889 members 
Mstep: Class 29 contains 14080 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 45295 members 
Mstep: Class 34 contains 23223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151753120.000000 Penalty: 116485.453125
Iteration 52Q: 35 clusters Score -1.517531e+08 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 25909 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 10168 members 
Mstep: Class 5 contains 81076 members 
Mstep: Class 6 contains 52947 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 8 contains 46321 members 
Mstep: Class 9 contains 22386 members 
Mstep: Class 10 contains 105520 members 
Mstep: Class 11 contains 17340 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 15429 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 23216 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21777 members 
Mstep: Class 18 contains 43050 members 
Mstep: Class 19 contains 79208 members 
Mstep: Class 20 contains 20431 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 38397 members 
Mstep: Class 23 contains 3458 members 
Mstep: Class 24 contains 89693 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 66595 members 
Mstep: Class 27 contains 6017 members 
Mstep: Class 28 contains 10892 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 45936 members 
Mstep: Class 34 contains 23281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151753728.000000 Penalty: 116485.453125
Iteration 53Q: 35 clusters Score -1.517537e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 25943 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10246 members 
Mstep: Class 5 contains 81028 members 
Mstep: Class 6 contains 52899 members 
Mstep: Class 7 contains 11433 members 
Mstep: Class 8 contains 46135 members 
Mstep: Class 9 contains 22561 members 
Mstep: Class 10 contains 105500 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 15493 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 22803 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21847 members 
Mstep: Class 18 contains 43460 members 
Mstep: Class 19 contains 79234 members 
Mstep: Class 20 contains 20346 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 38166 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 89612 members 
Mstep: Class 25 contains 8905 members 
Mstep: Class 26 contains 66208 members 
Mstep: Class 27 contains 6011 members 
Mstep: Class 28 contains 10908 members 
Mstep: Class 29 contains 13821 members 
Mstep: Class 30 contains 9258 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3357 members 
Mstep: Class 33 contains 46572 members 
Mstep: Class 34 contains 23328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151754400.000000 Penalty: 116485.453125
Iteration 54Q: 35 clusters Score -1.517544e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 25984 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 4 contains 10319 members 
Mstep: Class 5 contains 80995 members 
Mstep: Class 6 contains 52858 members 
Mstep: Class 7 contains 11385 members 
Mstep: Class 8 contains 45958 members 
Mstep: Class 9 contains 22694 members 
Mstep: Class 10 contains 105491 members 
Mstep: Class 11 contains 17318 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 15553 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 22454 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21929 members 
Mstep: Class 18 contains 43791 members 
Mstep: Class 19 contains 79262 members 
Mstep: Class 20 contains 20279 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 37922 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 89555 members 
Mstep: Class 25 contains 8893 members 
Mstep: Class 26 contains 65841 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 10919 members 
Mstep: Class 29 contains 13726 members 
Mstep: Class 30 contains 9311 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 47189 members 
Mstep: Class 34 contains 23361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151754400.000000 Penalty: 116485.453125
Iteration 55Q: 35 clusters Score -1.517544e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 26021 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 5 contains 80959 members 
Mstep: Class 6 contains 52837 members 
Mstep: Class 7 contains 11334 members 
Mstep: Class 8 contains 45789 members 
Mstep: Class 9 contains 22797 members 
Mstep: Class 10 contains 105466 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 15582 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 22192 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21994 members 
Mstep: Class 18 contains 44080 members 
Mstep: Class 19 contains 79273 members 
Mstep: Class 20 contains 20221 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 37693 members 
Mstep: Class 23 contains 3404 members 
Mstep: Class 24 contains 89484 members 
Mstep: Class 25 contains 8892 members 
Mstep: Class 26 contains 65438 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 10927 members 
Mstep: Class 29 contains 13657 members 
Mstep: Class 30 contains 9367 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 47792 members 
Mstep: Class 34 contains 23402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151754176.000000 Penalty: 116485.453125
Iteration 56Q: 35 clusters Score -1.517542e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 26056 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 80928 members 
Mstep: Class 6 contains 52823 members 
Mstep: Class 7 contains 11313 members 
Mstep: Class 8 contains 45623 members 
Mstep: Class 9 contains 22879 members 
Mstep: Class 10 contains 105444 members 
Mstep: Class 11 contains 17316 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 15610 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 21955 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22085 members 
Mstep: Class 18 contains 44318 members 
Mstep: Class 19 contains 79282 members 
Mstep: Class 20 contains 20176 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 37413 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 89448 members 
Mstep: Class 25 contains 8906 members 
Mstep: Class 26 contains 65057 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 13615 members 
Mstep: Class 30 contains 9429 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3361 members 
Mstep: Class 33 contains 48365 members 
Mstep: Class 34 contains 23428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151754576.000000 Penalty: 116485.453125
Iteration 57Q: 35 clusters Score -1.517546e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 26080 members 
Mstep: Class 3 contains 597 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 80917 members 
Mstep: Class 6 contains 52801 members 
Mstep: Class 7 contains 11292 members 
Mstep: Class 8 contains 45471 members 
Mstep: Class 9 contains 22947 members 
Mstep: Class 10 contains 105421 members 
Mstep: Class 11 contains 17310 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 15642 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 21787 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22161 members 
Mstep: Class 18 contains 44503 members 
Mstep: Class 19 contains 79292 members 
Mstep: Class 20 contains 20130 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 37160 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 89428 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 64708 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 10929 members 
Mstep: Class 29 contains 13587 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 48866 members 
Mstep: Class 34 contains 23459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151754656.000000 Penalty: 116485.453125
Iteration 58Q: 35 clusters Score -1.517547e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 26114 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 10584 members 
Mstep: Class 5 contains 80899 members 
Mstep: Class 6 contains 52807 members 
Mstep: Class 7 contains 11271 members 
Mstep: Class 8 contains 45331 members 
Mstep: Class 9 contains 23012 members 
Mstep: Class 10 contains 105401 members 
Mstep: Class 11 contains 17303 members 
Mstep: Class 12 contains 11658 members 
Mstep: Class 13 contains 15661 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 21632 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22215 members 
Mstep: Class 18 contains 44674 members 
Mstep: Class 19 contains 79301 members 
Mstep: Class 20 contains 20076 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 36907 members 
Mstep: Class 23 contains 3375 members 
Mstep: Class 24 contains 89406 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 64397 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 10934 members 
Mstep: Class 29 contains 13561 members 
Mstep: Class 30 contains 9534 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 49332 members 
Mstep: Class 34 contains 23486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151754896.000000 Penalty: 116485.453125
Iteration 59Q: 35 clusters Score -1.517549e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 26148 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 10617 members 
Mstep: Class 5 contains 80890 members 
Mstep: Class 6 contains 52794 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 10 contains 105371 members 
Mstep: Class 11 contains 17294 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 15676 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 21491 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22283 members 
Mstep: Class 18 contains 44809 members 
Mstep: Class 19 contains 79308 members 
Mstep: Class 20 contains 20047 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 36684 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 89429 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 64095 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 10938 members 
Mstep: Class 29 contains 13555 members 
Mstep: Class 30 contains 9582 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 49784 members 
Mstep: Class 34 contains 23496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151755440.000000 Penalty: 116485.453125
Iteration 60F: 35 clusters Score -1.517554e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 26181 members 
Mstep: Class 3 contains 598 members 
Mstep: Class 4 contains 10671 members 
Mstep: Class 5 contains 80883 members 
Mstep: Class 6 contains 52796 members 
Mstep: Class 7 contains 11197 members 
Mstep: Class 8 contains 45051 members 
Mstep: Class 9 contains 23069 members 
Mstep: Class 10 contains 105340 members 
Mstep: Class 11 contains 17268 members 
Mstep: Class 12 contains 11671 members 
Mstep: Class 13 contains 15702 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 21434 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22249 members 
Mstep: Class 18 contains 44931 members 
Mstep: Class 19 contains 79312 members 
Mstep: Class 20 contains 20015 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 36459 members 
Mstep: Class 23 contains 3364 members 
Mstep: Class 24 contains 89445 members 
Mstep: Class 25 contains 9035 members 
Mstep: Class 26 contains 63803 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 10946 members 
Mstep: Class 29 contains 13547 members 
Mstep: Class 30 contains 9604 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 50200 members 
Mstep: Class 34 contains 23512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151756064.000000 Penalty: 116485.453125
Iteration 61Q: 35 clusters Score -1.517561e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83130 members 
Mstep: Class 2 contains 26192 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 10718 members 
Mstep: Class 5 contains 80863 members 
Mstep: Class 6 contains 52790 members 
Mstep: Class 7 contains 11155 members 
Mstep: Class 8 contains 44904 members 
Mstep: Class 9 contains 23078 members 
Mstep: Class 10 contains 105331 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 15735 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 21401 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22245 members 
Mstep: Class 18 contains 45060 members 
Mstep: Class 19 contains 79325 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 36257 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 89469 members 
Mstep: Class 25 contains 9098 members 
Mstep: Class 26 contains 63519 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 10952 members 
Mstep: Class 29 contains 13558 members 
Mstep: Class 30 contains 9609 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3365 members 
Mstep: Class 33 contains 50571 members 
Mstep: Class 34 contains 23528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151756384.000000 Penalty: 116485.453125
Iteration 62Q: 35 clusters Score -1.517564e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 26195 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 10764 members 
Mstep: Class 5 contains 80824 members 
Mstep: Class 6 contains 52808 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 44762 members 
Mstep: Class 9 contains 23085 members 
Mstep: Class 10 contains 105330 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 11689 members 
Mstep: Class 13 contains 15751 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 21365 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22253 members 
Mstep: Class 18 contains 45157 members 
Mstep: Class 19 contains 79328 members 
Mstep: Class 20 contains 19950 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 36018 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 89518 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 63290 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 10964 members 
Mstep: Class 29 contains 13562 members 
Mstep: Class 30 contains 9635 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3366 members 
Mstep: Class 33 contains 50916 members 
Mstep: Class 34 contains 23556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151756048.000000 Penalty: 116485.453125
Iteration 63Q: 35 clusters Score -1.51756e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 26199 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 10808 members 
Mstep: Class 5 contains 80799 members 
Mstep: Class 6 contains 52823 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 44604 members 
Mstep: Class 9 contains 23075 members 
Mstep: Class 10 contains 105316 members 
Mstep: Class 11 contains 17221 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 5095 members 
Mstep: Class 15 contains 21282 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22266 members 
Mstep: Class 18 contains 45268 members 
Mstep: Class 19 contains 79331 members 
Mstep: Class 20 contains 19918 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 35767 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 89594 members 
Mstep: Class 25 contains 9221 members 
Mstep: Class 26 contains 63053 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 10973 members 
Mstep: Class 29 contains 13573 members 
Mstep: Class 30 contains 9688 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3366 members 
Mstep: Class 33 contains 51297 members 
Mstep: Class 34 contains 23579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151756352.000000 Penalty: 116485.453125
Iteration 64Q: 35 clusters Score -1.517564e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 26191 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 80774 members 
Mstep: Class 6 contains 52823 members 
Mstep: Class 7 contains 11013 members 
Mstep: Class 8 contains 44458 members 
Mstep: Class 9 contains 23073 members 
Mstep: Class 10 contains 105298 members 
Mstep: Class 11 contains 17210 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 5105 members 
Mstep: Class 15 contains 21196 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22283 members 
Mstep: Class 18 contains 45355 members 
Mstep: Class 19 contains 79332 members 
Mstep: Class 20 contains 19872 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 35533 members 
Mstep: Class 23 contains 3361 members 
Mstep: Class 24 contains 89686 members 
Mstep: Class 25 contains 9283 members 
Mstep: Class 26 contains 62850 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 10974 members 
Mstep: Class 29 contains 13593 members 
Mstep: Class 30 contains 9728 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3368 members 
Mstep: Class 33 contains 51664 members 
Mstep: Class 34 contains 23617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151756240.000000 Penalty: 116485.453125
Iteration 65Q: 35 clusters Score -1.517562e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 26198 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 10885 members 
Mstep: Class 5 contains 80748 members 
Mstep: Class 6 contains 52823 members 
Mstep: Class 7 contains 10952 members 
Mstep: Class 8 contains 44332 members 
Mstep: Class 9 contains 23055 members 
Mstep: Class 10 contains 105281 members 
Mstep: Class 11 contains 17197 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 15834 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 21108 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22320 members 
Mstep: Class 18 contains 45450 members 
Mstep: Class 19 contains 79340 members 
Mstep: Class 20 contains 19824 members 
Mstep: Class 21 contains 1652 members 
Mstep: Class 22 contains 35298 members 
Mstep: Class 23 contains 3360 members 
Mstep: Class 24 contains 89762 members 
Mstep: Class 25 contains 9335 members 
Mstep: Class 26 contains 62632 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 10984 members 
Mstep: Class 29 contains 13604 members 
Mstep: Class 30 contains 9785 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3369 members 
Mstep: Class 33 contains 52024 members 
Mstep: Class 34 contains 23656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151756576.000000 Penalty: 116485.453125
Iteration 66Q: 35 clusters Score -1.517566e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 26209 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 80724 members 
Mstep: Class 6 contains 52841 members 
Mstep: Class 7 contains 10890 members 
Mstep: Class 8 contains 44203 members 
Mstep: Class 9 contains 23035 members 
Mstep: Class 10 contains 105263 members 
Mstep: Class 11 contains 17190 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 15871 members 
Mstep: Class 14 contains 5187 members 
Mstep: Class 15 contains 21019 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22332 members 
Mstep: Class 18 contains 45558 members 
Mstep: Class 19 contains 79348 members 
Mstep: Class 20 contains 19770 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 35077 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 89823 members 
Mstep: Class 25 contains 9389 members 
Mstep: Class 26 contains 62426 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 10988 members 
Mstep: Class 29 contains 13598 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 52375 members 
Mstep: Class 34 contains 23686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151757152.000000 Penalty: 116485.453125
Iteration 67Q: 35 clusters Score -1.517572e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 26223 members 
Mstep: Class 3 contains 572 members 
Mstep: Class 4 contains 10912 members 
Mstep: Class 5 contains 80700 members 
Mstep: Class 6 contains 52850 members 
Mstep: Class 7 contains 10838 members 
Mstep: Class 8 contains 44068 members 
Mstep: Class 9 contains 23035 members 
Mstep: Class 10 contains 105247 members 
Mstep: Class 11 contains 17175 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 15886 members 
Mstep: Class 14 contains 5245 members 
Mstep: Class 15 contains 20887 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22335 members 
Mstep: Class 18 contains 45665 members 
Mstep: Class 19 contains 79356 members 
Mstep: Class 20 contains 19712 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 34874 members 
Mstep: Class 23 contains 3358 members 
Mstep: Class 24 contains 89894 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 62231 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 10995 members 
Mstep: Class 29 contains 13605 members 
Mstep: Class 30 contains 9951 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 52698 members 
Mstep: Class 34 contains 23714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151757440.000000 Penalty: 116485.453125
Iteration 68Q: 35 clusters Score -1.517574e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 26237 members 
Mstep: Class 3 contains 570 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 80661 members 
Mstep: Class 6 contains 52854 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 43944 members 
Mstep: Class 9 contains 22993 members 
Mstep: Class 10 contains 105244 members 
Mstep: Class 11 contains 17169 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 15910 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 20733 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22392 members 
Mstep: Class 18 contains 45793 members 
Mstep: Class 19 contains 79362 members 
Mstep: Class 20 contains 19659 members 
Mstep: Class 21 contains 1657 members 
Mstep: Class 22 contains 34676 members 
Mstep: Class 23 contains 3354 members 
Mstep: Class 24 contains 89948 members 
Mstep: Class 25 contains 9524 members 
Mstep: Class 26 contains 62037 members 
Mstep: Class 27 contains 5979 members 
Mstep: Class 28 contains 11000 members 
Mstep: Class 29 contains 13633 members 
Mstep: Class 30 contains 10049 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3369 members 
Mstep: Class 33 contains 52996 members 
Mstep: Class 34 contains 23749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151757920.000000 Penalty: 116485.453125
Iteration 69Q: 35 clusters Score -1.517579e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 26239 members 
Mstep: Class 3 contains 569 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 80625 members 
Mstep: Class 6 contains 52870 members 
Mstep: Class 7 contains 10732 members 
Mstep: Class 8 contains 43821 members 
Mstep: Class 9 contains 22971 members 
Mstep: Class 10 contains 105228 members 
Mstep: Class 11 contains 17163 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 15941 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 20597 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22418 members 
Mstep: Class 18 contains 45879 members 
Mstep: Class 19 contains 79368 members 
Mstep: Class 20 contains 19577 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 34507 members 
Mstep: Class 23 contains 3351 members 
Mstep: Class 24 contains 90015 members 
Mstep: Class 25 contains 9578 members 
Mstep: Class 26 contains 61863 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 10998 members 
Mstep: Class 29 contains 13643 members 
Mstep: Class 30 contains 10150 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 53344 members 
Mstep: Class 34 contains 23790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151757936.000000 Penalty: 116485.453125
Iteration 70Q: 35 clusters Score -1.517579e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 80595 members 
Mstep: Class 6 contains 52877 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 43718 members 
Mstep: Class 9 contains 22980 members 
Mstep: Class 10 contains 105197 members 
Mstep: Class 11 contains 17158 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 15965 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 20474 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22436 members 
Mstep: Class 18 contains 45953 members 
Mstep: Class 19 contains 79366 members 
Mstep: Class 20 contains 19499 members 
Mstep: Class 21 contains 1661 members 
Mstep: Class 22 contains 34339 members 
Mstep: Class 23 contains 3348 members 
Mstep: Class 24 contains 90062 members 
Mstep: Class 25 contains 9612 members 
Mstep: Class 26 contains 61684 members 
Mstep: Class 27 contains 5978 members 
Mstep: Class 28 contains 10995 members 
Mstep: Class 29 contains 13664 members 
Mstep: Class 30 contains 10241 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3372 members 
Mstep: Class 33 contains 53695 members 
Mstep: Class 34 contains 23832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151758064.000000 Penalty: 116485.453125
Iteration 71Q: 35 clusters Score -1.517581e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 26245 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 80575 members 
Mstep: Class 6 contains 52883 members 
Mstep: Class 7 contains 10658 members 
Mstep: Class 8 contains 43648 members 
Mstep: Class 9 contains 22995 members 
Mstep: Class 10 contains 105174 members 
Mstep: Class 11 contains 17156 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 15985 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 20342 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22489 members 
Mstep: Class 18 contains 46018 members 
Mstep: Class 19 contains 79365 members 
Mstep: Class 20 contains 19420 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 34194 members 
Mstep: Class 23 contains 3345 members 
Mstep: Class 24 contains 90081 members 
Mstep: Class 25 contains 9647 members 
Mstep: Class 26 contains 61513 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 10990 members 
Mstep: Class 29 contains 13692 members 
Mstep: Class 30 contains 10311 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 54046 members 
Mstep: Class 34 contains 23864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151758080.000000 Penalty: 116485.453125
Iteration 72Q: 35 clusters Score -1.517581e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 26251 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 80554 members 
Mstep: Class 6 contains 52890 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 8 contains 43594 members 
Mstep: Class 9 contains 23010 members 
Mstep: Class 10 contains 105156 members 
Mstep: Class 11 contains 17142 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 16002 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 20219 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22542 members 
Mstep: Class 18 contains 46075 members 
Mstep: Class 19 contains 79365 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 34049 members 
Mstep: Class 23 contains 3342 members 
Mstep: Class 24 contains 90102 members 
Mstep: Class 25 contains 9686 members 
Mstep: Class 26 contains 61335 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 10991 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 10365 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 54380 members 
Mstep: Class 34 contains 23894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151758144.000000 Penalty: 116485.453125
Iteration 73Q: 35 clusters Score -1.517581e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 10970 members 
Mstep: Class 5 contains 80528 members 
Mstep: Class 6 contains 52905 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 23047 members 
Mstep: Class 10 contains 105132 members 
Mstep: Class 11 contains 17131 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 16022 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 20083 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22599 members 
Mstep: Class 18 contains 46124 members 
Mstep: Class 19 contains 79369 members 
Mstep: Class 20 contains 19277 members 
Mstep: Class 21 contains 1666 members 
Mstep: Class 22 contains 33875 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 90128 members 
Mstep: Class 25 contains 9735 members 
Mstep: Class 26 contains 61193 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 10992 members 
Mstep: Class 29 contains 13778 members 
Mstep: Class 30 contains 10424 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 54702 members 
Mstep: Class 34 contains 23922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151758608.000000 Penalty: 116485.453125
Iteration 74Q: 35 clusters Score -1.517586e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 80512 members 
Mstep: Class 6 contains 52925 members 
Mstep: Class 7 contains 10525 members 
Mstep: Class 8 contains 43509 members 
Mstep: Class 9 contains 23080 members 
Mstep: Class 10 contains 105108 members 
Mstep: Class 11 contains 17128 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 16055 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 19947 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22648 members 
Mstep: Class 18 contains 46171 members 
Mstep: Class 19 contains 79372 members 
Mstep: Class 20 contains 19206 members 
Mstep: Class 21 contains 1667 members 
Mstep: Class 22 contains 33723 members 
Mstep: Class 23 contains 3335 members 
Mstep: Class 24 contains 90150 members 
Mstep: Class 25 contains 9787 members 
Mstep: Class 26 contains 61054 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 10992 members 
Mstep: Class 29 contains 13815 members 
Mstep: Class 30 contains 10487 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 55008 members 
Mstep: Class 34 contains 23956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151758864.000000 Penalty: 116485.453125
Iteration 75Q: 35 clusters Score -1.517589e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 26245 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 10982 members 
Mstep: Class 5 contains 80490 members 
Mstep: Class 6 contains 52942 members 
Mstep: Class 7 contains 10475 members 
Mstep: Class 8 contains 43462 members 
Mstep: Class 9 contains 23113 members 
Mstep: Class 10 contains 105088 members 
Mstep: Class 11 contains 17117 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 16080 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22699 members 
Mstep: Class 18 contains 46213 members 
Mstep: Class 19 contains 79378 members 
Mstep: Class 20 contains 19126 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33591 members 
Mstep: Class 23 contains 3331 members 
Mstep: Class 24 contains 90169 members 
Mstep: Class 25 contains 9827 members 
Mstep: Class 26 contains 60927 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 10990 members 
Mstep: Class 29 contains 13867 members 
Mstep: Class 30 contains 10561 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3372 members 
Mstep: Class 33 contains 55276 members 
Mstep: Class 34 contains 23992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151759024.000000 Penalty: 116485.453125
Iteration 76Q: 35 clusters Score -1.51759e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 26249 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 10991 members 
Mstep: Class 5 contains 80466 members 
Mstep: Class 6 contains 52960 members 
Mstep: Class 7 contains 10431 members 
Mstep: Class 8 contains 43415 members 
Mstep: Class 9 contains 23142 members 
Mstep: Class 10 contains 105072 members 
Mstep: Class 11 contains 17105 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 16105 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 15 contains 19699 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22743 members 
Mstep: Class 18 contains 46242 members 
Mstep: Class 19 contains 79380 members 
Mstep: Class 20 contains 19067 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33447 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 90193 members 
Mstep: Class 25 contains 9866 members 
Mstep: Class 26 contains 60835 members 
Mstep: Class 27 contains 5974 members 
Mstep: Class 28 contains 10997 members 
Mstep: Class 29 contains 13891 members 
Mstep: Class 30 contains 10641 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3371 members 
Mstep: Class 33 contains 55517 members 
Mstep: Class 34 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151759376.000000 Penalty: 116485.453125
Iteration 77Q: 35 clusters Score -1.517594e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 26253 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 11003 members 
Mstep: Class 5 contains 80448 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 10381 members 
Mstep: Class 8 contains 43378 members 
Mstep: Class 9 contains 23165 members 
Mstep: Class 10 contains 105054 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 16142 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 19581 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22809 members 
Mstep: Class 18 contains 46265 members 
Mstep: Class 19 contains 79375 members 
Mstep: Class 20 contains 19009 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33324 members 
Mstep: Class 23 contains 3321 members 
Mstep: Class 24 contains 90205 members 
Mstep: Class 25 contains 9906 members 
Mstep: Class 26 contains 60742 members 
Mstep: Class 27 contains 5974 members 
Mstep: Class 28 contains 11000 members 
Mstep: Class 29 contains 13922 members 
Mstep: Class 30 contains 10719 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55707 members 
Mstep: Class 34 contains 24057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151759312.000000 Penalty: 116485.453125
Iteration 78Q: 35 clusters Score -1.517593e+08 nChanged 1144
Entering ConstructFrom: 
Score: -151759312.000000 Penalty: 116485.453125
Entering ConstructFrom: 
Trying to split cluster 1 (83173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Entering Unmasked Estep 
Score: -13248556.000000 Penalty: 2809.512207
	Iteration 0F: 2 clusters Score -1.324856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -13196277.000000 Penalty: 5619.024414
	Iteration 0F: 3 clusters Score -1.319628e+07 nChanged 39261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -13219742.000000 Penalty: 5619.024414
	Iteration 1F: 3 clusters Score -1.321974e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -13221741.000000 Penalty: 5619.024414
	Iteration 2F: 3 clusters Score -1.322174e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -13224233.000000 Penalty: 5619.024414
	Iteration 3F: 3 clusters Score -1.322423e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -13226876.000000 Penalty: 5619.024414
	Iteration 4F: 3 clusters Score -1.322688e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -13229203.000000 Penalty: 5619.024414
	Iteration 5F: 3 clusters Score -1.32292e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -13230996.000000 Penalty: 5619.024414
	Iteration 6F: 3 clusters Score -1.3231e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -13232554.000000 Penalty: 5619.024414
	Iteration 7Q: 3 clusters Score -1.323255e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -13233921.000000 Penalty: 5619.024414
	Iteration 8Q: 3 clusters Score -1.323392e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -13235452.000000 Penalty: 5619.024414
	Iteration 9Q: 3 clusters Score -1.323545e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -13237330.000000 Penalty: 5619.024414
	Iteration 10Q: 3 clusters Score -1.323733e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -13239574.000000 Penalty: 5619.024414
	Iteration 11Q: 3 clusters Score -1.323957e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -13241717.000000 Penalty: 5619.024414
	Iteration 12Q: 3 clusters Score -1.324172e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -13243301.000000 Penalty: 5619.024414
	Iteration 13Q: 3 clusters Score -1.32433e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -13244209.000000 Penalty: 5619.024414
	Iteration 14Q: 3 clusters Score -1.324421e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -13244807.000000 Penalty: 5619.024414
	Iteration 15Q: 3 clusters Score -1.324481e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -13245266.000000 Penalty: 5619.024414
	Iteration 16Q: 3 clusters Score -1.324527e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -13245664.000000 Penalty: 5619.024414
	Iteration 17Q: 3 clusters Score -1.324566e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -13245986.000000 Penalty: 5619.024414
	Iteration 18Q: 3 clusters Score -1.324599e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -13246250.000000 Penalty: 5619.024414
	Iteration 19Q: 3 clusters Score -1.324625e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -13246438.000000 Penalty: 5619.024414
	Iteration 20F: 3 clusters Score -1.324644e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -13246534.000000 Penalty: 5619.024414
	Iteration 21Q: 3 clusters Score -1.324653e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -13246567.000000 Penalty: 5619.024414
	Iteration 22Q: 3 clusters Score -1.324657e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -13246564.000000 Penalty: 5619.024414
	Iteration 23Q: 3 clusters Score -1.324656e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -13246585.000000 Penalty: 5619.024414
	Iteration 24Q: 3 clusters Score -1.324658e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -13246613.000000 Penalty: 5619.024414
	Iteration 25Q: 3 clusters Score -1.324661e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -13246649.000000 Penalty: 5619.024414
	Iteration 26Q: 3 clusters Score -1.324665e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -13246653.000000 Penalty: 5619.024414
	Iteration 27Q: 3 clusters Score -1.324665e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -13246685.000000 Penalty: 5619.024414
	Iteration 28Q: 3 clusters Score -1.324668e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -13246730.000000 Penalty: 5619.024414
	Iteration 29Q: 3 clusters Score -1.324673e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -13246737.000000 Penalty: 5619.024414
	Iteration 30Q: 3 clusters Score -1.324674e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -13246766.000000 Penalty: 5619.024414
	Iteration 31Q: 3 clusters Score -1.324677e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13246768.000000 Penalty: 5619.024414
	Iteration 32Q: 3 clusters Score -1.324677e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80671 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -13246768.000000 Penalty: 5619.024414
	Iteration 33Q: 3 clusters Score -1.324677e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -13246797.000000 Penalty: 5619.024414
	Iteration 34Q: 3 clusters Score -1.32468e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -13246823.000000 Penalty: 5619.024414
	Iteration 35Q: 3 clusters Score -1.324682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -13246807.000000 Penalty: 5619.024414
	Iteration 36Q: 3 clusters Score -1.324681e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -13246790.000000 Penalty: 5619.024414
	Iteration 37Q: 3 clusters Score -1.324679e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13246780.000000 Penalty: 5619.024414
	Iteration 38Q: 3 clusters Score -1.324678e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13246767.000000 Penalty: 5619.024414
	Iteration 39Q: 3 clusters Score -1.324677e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13246783.000000 Penalty: 5619.024414
	Iteration 40F: 3 clusters Score -1.324678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -13246796.000000 Penalty: 5619.024414
	Iteration 41Q: 3 clusters Score -1.32468e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13246772.000000 Penalty: 5619.024414
	Iteration 42Q: 3 clusters Score -1.324677e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -13246771.000000 Penalty: 5619.024414
	Iteration 43Q: 3 clusters Score -1.324677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -13246767.000000 Penalty: 5619.024414
	Iteration 44Q: 3 clusters Score -1.324677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13246758.000000 Penalty: 5619.024414
	Iteration 45Q: 3 clusters Score -1.324676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -13246770.000000 Penalty: 5619.024414
	Iteration 46Q: 3 clusters Score -1.324677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13246773.000000 Penalty: 5619.024414
	Iteration 47Q: 3 clusters Score -1.324677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -13246782.000000 Penalty: 5619.024414
	Iteration 48Q: 3 clusters Score -1.324678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13246784.000000 Penalty: 5619.024414
	Iteration 49Q: 3 clusters Score -1.324678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -13246785.000000 Penalty: 5619.024414
	Iteration 50Q: 3 clusters Score -1.324678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -13246781.000000 Penalty: 5619.024414
	Iteration 51Q: 3 clusters Score -1.324678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -13246785.000000 Penalty: 5619.024414
	Iteration 52Q: 3 clusters Score -1.324678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81359 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -13246789.000000 Penalty: 5619.024414
	Iteration 53Q: 3 clusters Score -1.324679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13246777.000000 Penalty: 5619.024414
	Iteration 54Q: 3 clusters Score -1.324678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13246779.000000 Penalty: 5619.024414
	Iteration 55Q: 3 clusters Score -1.324678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13246779.000000 Penalty: 5619.024414
	Iteration 56F: 3 clusters Score -1.324678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Entering Unmasked Estep 
Score: -4123305.000000 Penalty: 2523.523193
	Iteration 0F: 2 clusters Score -4123305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4105072.250000 Penalty: 5047.046387
	Iteration 0F: 3 clusters Score -4105072 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4111926.250000 Penalty: 5047.046387
	Iteration 1F: 3 clusters Score -4111926 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4113176.500000 Penalty: 5047.046387
	Iteration 2F: 3 clusters Score -4113176 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4115202.500000 Penalty: 5047.046387
	Iteration 3F: 3 clusters Score -4115202 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4118180.000000 Penalty: 5047.046387
	Iteration 4F: 3 clusters Score -4118180 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4121209.250000 Penalty: 5047.046387
	Iteration 5F: 3 clusters Score -4121209 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4123132.750000 Penalty: 5047.046387
	Iteration 6F: 3 clusters Score -4123133 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4123999.500000 Penalty: 5047.046387
	Iteration 7F: 3 clusters Score -4124000 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4124388.750000 Penalty: 5047.046387
	Iteration 8Q: 3 clusters Score -4124389 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4124567.500000 Penalty: 5047.046387
	Iteration 9Q: 3 clusters Score -4124568 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4124640.750000 Penalty: 5047.046387
	Iteration 10Q: 3 clusters Score -4124641 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -4124683.000000 Penalty: 5047.046387
	Iteration 11Q: 3 clusters Score -4124683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4124709.000000 Penalty: 5047.046387
	Iteration 12Q: 3 clusters Score -4124709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4124732.250000 Penalty: 5047.046387
	Iteration 13Q: 3 clusters Score -4124732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4124743.750000 Penalty: 5047.046387
	Iteration 14Q: 3 clusters Score -4124744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -4124764.500000 Penalty: 5047.046387
	Iteration 15Q: 3 clusters Score -4124764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4124757.500000 Penalty: 5047.046387
	Iteration 16Q: 3 clusters Score -4124758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -4124759.250000 Penalty: 5047.046387
	Iteration 17Q: 3 clusters Score -4124759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4124756.500000 Penalty: 5047.046387
	Iteration 18Q: 3 clusters Score -4124756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4124757.750000 Penalty: 5047.046387
	Iteration 19Q: 3 clusters Score -4124758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4124765.000000 Penalty: 5047.046387
	Iteration 20F: 3 clusters Score -4124765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4124760.500000 Penalty: 5047.046387
	Iteration 21Q: 3 clusters Score -4124760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4124766.750000 Penalty: 5047.046387
	Iteration 22Q: 3 clusters Score -4124767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4124771.750000 Penalty: 5047.046387
	Iteration 23Q: 3 clusters Score -4124772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4124773.250000 Penalty: 5047.046387
	Iteration 24Q: 3 clusters Score -4124773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4124770.500000 Penalty: 5047.046387
	Iteration 25Q: 3 clusters Score -4124770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4124772.000000 Penalty: 5047.046387
	Iteration 26Q: 3 clusters Score -4124772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4124772.000000 Penalty: 5047.046387
	Iteration 27F: 3 clusters Score -4124772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 53010 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Entering Unmasked Estep 
Score: -151760480.000000 Penalty: 119911.500000
Splitting cluster 2 changes total score from -151759312.000000 to -151760480.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -71645.429688 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -71645.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70339.093750 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -70339.09 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70847.203125 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -70847.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -71123.484375 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -71123.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -71428.710938 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -71428.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71617.195312 Penalty: 3141.306641
	Iteration 4F: 3 clusters Score -71617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -71773.664062 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -71773.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71864.515625 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -71864.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71918.734375 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -71918.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72038.312500 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -72038.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -72048.882812 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -72048.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -72062.351562 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -72062.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72065.218750 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -72065.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -72066.695312 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -72066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -72069.500000 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -72069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -72071.867188 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -72071.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -72075.742188 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -72075.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72080.359375 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -72080.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72080.359375 Penalty: 3141.306641
	Iteration 17F: 3 clusters Score -72080.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 401 members 
Mstep: Class 4 contains 11013 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 53010 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 162 members 
Entering Unmasked Estep 
Score: -151758992.000000 Penalty: 123337.539062
Splitting cluster 3 changes total score from -151759312.000000 to -151758992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1656547.875000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1656548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1648198.625000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1648199 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1650747.750000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1650748 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1651306.750000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1651307 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1651904.500000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1651904 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1652560.625000 Penalty: 4616.188477
	Iteration 4F: 3 clusters Score -1652561 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1653303.000000 Penalty: 4616.188477
	Iteration 5F: 3 clusters Score -1653303 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1654050.250000 Penalty: 4616.188477
	Iteration 6F: 3 clusters Score -1654050 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1654731.750000 Penalty: 4616.188477
	Iteration 7F: 3 clusters Score -1654732 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1655342.750000 Penalty: 4616.188477
	Iteration 8F: 3 clusters Score -1655343 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1655914.375000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1655914 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1656332.000000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1656332 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1656563.875000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1656564 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1656679.250000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1656679 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1656737.500000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1656738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1656767.000000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1656767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1656792.750000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1656793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1656813.000000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1656813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1656821.875000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1656822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1656833.750000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1656834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1656847.250000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1656847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1656856.375000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1656856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1656861.125000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1656861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1656866.625000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1656867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1656868.250000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1656868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1656877.500000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1656878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1656881.750000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1656882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1656883.250000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1656883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1656893.000000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1656893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1656897.250000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1656897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1656901.875000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1656902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1656903.750000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1656904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1656904.750000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1656905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1656902.625000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1656903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1656901.000000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1656901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1656902.500000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1656902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1656902.500000 Penalty: 4616.188477
	Iteration 35F: 3 clusters Score -1656902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 53010 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Entering Unmasked Estep 
Score: -151759344.000000 Penalty: 123337.539062
Splitting cluster 4 changes total score from -151759312.000000 to -151759344.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (80432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Entering Unmasked Estep 
Score: -12797920.000000 Penalty: 2801.201416
	Iteration 0F: 2 clusters Score -1.279792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -12747302.000000 Penalty: 5602.402832
	Iteration 0F: 3 clusters Score -1.27473e+07 nChanged 37991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -12768776.000000 Penalty: 5602.402832
	Iteration 1F: 3 clusters Score -1.276878e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -12769622.000000 Penalty: 5602.402832
	Iteration 2Q: 3 clusters Score -1.276962e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -12770653.000000 Penalty: 5602.402832
	Iteration 3Q: 3 clusters Score -1.277065e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -12772214.000000 Penalty: 5602.402832
	Iteration 4Q: 3 clusters Score -1.277221e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -12774480.000000 Penalty: 5602.402832
	Iteration 5F: 3 clusters Score -1.277448e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -12777459.000000 Penalty: 5602.402832
	Iteration 6F: 3 clusters Score -1.277746e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -12780700.000000 Penalty: 5602.402832
	Iteration 7F: 3 clusters Score -1.27807e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -12783857.000000 Penalty: 5602.402832
	Iteration 8F: 3 clusters Score -1.278386e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -12786719.000000 Penalty: 5602.402832
	Iteration 9F: 3 clusters Score -1.278672e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -12789204.000000 Penalty: 5602.402832
	Iteration 10Q: 3 clusters Score -1.27892e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -12791203.000000 Penalty: 5602.402832
	Iteration 11Q: 3 clusters Score -1.27912e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -12792570.000000 Penalty: 5602.402832
	Iteration 12Q: 3 clusters Score -1.279257e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -12793493.000000 Penalty: 5602.402832
	Iteration 13Q: 3 clusters Score -1.279349e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -12794112.000000 Penalty: 5602.402832
	Iteration 14Q: 3 clusters Score -1.279411e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72709 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -12794514.000000 Penalty: 5602.402832
	Iteration 15Q: 3 clusters Score -1.279451e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -12794942.000000 Penalty: 5602.402832
	Iteration 16Q: 3 clusters Score -1.279494e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -12795311.000000 Penalty: 5602.402832
	Iteration 17Q: 3 clusters Score -1.279531e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -12795536.000000 Penalty: 5602.402832
	Iteration 18Q: 3 clusters Score -1.279554e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -12795744.000000 Penalty: 5602.402832
	Iteration 19Q: 3 clusters Score -1.279574e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -12795880.000000 Penalty: 5602.402832
	Iteration 20F: 3 clusters Score -1.279588e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -12796032.000000 Penalty: 5602.402832
	Iteration 21Q: 3 clusters Score -1.279603e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -12796092.000000 Penalty: 5602.402832
	Iteration 22Q: 3 clusters Score -1.279609e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -12796151.000000 Penalty: 5602.402832
	Iteration 23Q: 3 clusters Score -1.279615e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -12796210.000000 Penalty: 5602.402832
	Iteration 24Q: 3 clusters Score -1.279621e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -12796234.000000 Penalty: 5602.402832
	Iteration 25Q: 3 clusters Score -1.279623e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -12796299.000000 Penalty: 5602.402832
	Iteration 26Q: 3 clusters Score -1.27963e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -12796328.000000 Penalty: 5602.402832
	Iteration 27Q: 3 clusters Score -1.279633e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -12796310.000000 Penalty: 5602.402832
	Iteration 28Q: 3 clusters Score -1.279631e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -12796332.000000 Penalty: 5602.402832
	Iteration 29Q: 3 clusters Score -1.279633e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -12796342.000000 Penalty: 5602.402832
	Iteration 30Q: 3 clusters Score -1.279634e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -12796326.000000 Penalty: 5602.402832
	Iteration 31Q: 3 clusters Score -1.279633e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -12796346.000000 Penalty: 5602.402832
	Iteration 32Q: 3 clusters Score -1.279635e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -12796347.000000 Penalty: 5602.402832
	Iteration 33Q: 3 clusters Score -1.279635e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -12796346.000000 Penalty: 5602.402832
	Iteration 34Q: 3 clusters Score -1.279635e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -12796348.000000 Penalty: 5602.402832
	Iteration 35Q: 3 clusters Score -1.279635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -12796361.000000 Penalty: 5602.402832
	Iteration 36Q: 3 clusters Score -1.279636e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -12796356.000000 Penalty: 5602.402832
	Iteration 37Q: 3 clusters Score -1.279636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -12796375.000000 Penalty: 5602.402832
	Iteration 38Q: 3 clusters Score -1.279638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -12796358.000000 Penalty: 5602.402832
	Iteration 39Q: 3 clusters Score -1.279636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -12796359.000000 Penalty: 5602.402832
	Iteration 40F: 3 clusters Score -1.279636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -12796358.000000 Penalty: 5602.402832
	Iteration 41Q: 3 clusters Score -1.279636e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -12796381.000000 Penalty: 5602.402832
	Iteration 42Q: 3 clusters Score -1.279638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -12796373.000000 Penalty: 5602.402832
	Iteration 43Q: 3 clusters Score -1.279637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -12796368.000000 Penalty: 5602.402832
	Iteration 44Q: 3 clusters Score -1.279637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -12796380.000000 Penalty: 5602.402832
	Iteration 45Q: 3 clusters Score -1.279638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -12796370.000000 Penalty: 5602.402832
	Iteration 46Q: 3 clusters Score -1.279637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12796375.000000 Penalty: 5602.402832
	Iteration 47Q: 3 clusters Score -1.279638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12796379.000000 Penalty: 5602.402832
	Iteration 48Q: 3 clusters Score -1.279638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -12796399.000000 Penalty: 5602.402832
	Iteration 49Q: 3 clusters Score -1.27964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -12796409.000000 Penalty: 5602.402832
	Iteration 50Q: 3 clusters Score -1.279641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -12796392.000000 Penalty: 5602.402832
	Iteration 51Q: 3 clusters Score -1.279639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -12796397.000000 Penalty: 5602.402832
	Iteration 52Q: 3 clusters Score -1.27964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -12796389.000000 Penalty: 5602.402832
	Iteration 53Q: 3 clusters Score -1.279639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -12796386.000000 Penalty: 5602.402832
	Iteration 54Q: 3 clusters Score -1.279639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -12796394.000000 Penalty: 5602.402832
	Iteration 55Q: 3 clusters Score -1.279639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -12796391.000000 Penalty: 5602.402832
	Iteration 56Q: 3 clusters Score -1.279639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77615 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -12796384.000000 Penalty: 5602.402832
	Iteration 57Q: 3 clusters Score -1.279638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77618 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -12796385.000000 Penalty: 5602.402832
	Iteration 58Q: 3 clusters Score -1.279638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -12796388.000000 Penalty: 5602.402832
	Iteration 59Q: 3 clusters Score -1.279639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -12796385.000000 Penalty: 5602.402832
	Iteration 60F: 3 clusters Score -1.279638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -12796389.000000 Penalty: 5602.402832
	Iteration 61Q: 3 clusters Score -1.279639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -12796389.000000 Penalty: 5602.402832
	Iteration 62F: 3 clusters Score -1.279639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Entering Unmasked Estep 
Score: -8173009.000000 Penalty: 2697.802490
	Iteration 0F: 2 clusters Score -8173009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8137660.000000 Penalty: 5395.604980
	Iteration 0F: 3 clusters Score -8137660 nChanged 24348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -8151351.500000 Penalty: 5395.604980
	Iteration 1F: 3 clusters Score -8151352 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -8152434.000000 Penalty: 5395.604980
	Iteration 2Q: 3 clusters Score -8152434 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -8153990.000000 Penalty: 5395.604980
	Iteration 3F: 3 clusters Score -8153990 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -8156283.500000 Penalty: 5395.604980
	Iteration 4F: 3 clusters Score -8156284 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -8159394.000000 Penalty: 5395.604980
	Iteration 5F: 3 clusters Score -8159394 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -8162780.500000 Penalty: 5395.604980
	Iteration 6F: 3 clusters Score -8162780 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8165800.000000 Penalty: 5395.604980
	Iteration 7F: 3 clusters Score -8165800 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -8167850.000000 Penalty: 5395.604980
	Iteration 8F: 3 clusters Score -8167850 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8169140.500000 Penalty: 5395.604980
	Iteration 9Q: 3 clusters Score -8169140 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -8169993.500000 Penalty: 5395.604980
	Iteration 10Q: 3 clusters Score -8169994 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -8170584.000000 Penalty: 5395.604980
	Iteration 11Q: 3 clusters Score -8170584 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -8171074.500000 Penalty: 5395.604980
	Iteration 12Q: 3 clusters Score -8171074 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -8171568.500000 Penalty: 5395.604980
	Iteration 13Q: 3 clusters Score -8171568 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -8172006.000000 Penalty: 5395.604980
	Iteration 14Q: 3 clusters Score -8172006 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -8172477.500000 Penalty: 5395.604980
	Iteration 15Q: 3 clusters Score -8172478 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -8173091.500000 Penalty: 5395.604980
	Iteration 16Q: 3 clusters Score -8173092 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -8173634.500000 Penalty: 5395.604980
	Iteration 17Q: 3 clusters Score -8173634 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -8174199.000000 Penalty: 5395.604980
	Iteration 18Q: 3 clusters Score -8174199 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8174637.000000 Penalty: 5395.604980
	Iteration 19Q: 3 clusters Score -8174637 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8175011.000000 Penalty: 5395.604980
	Iteration 20F: 3 clusters Score -8175011 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8175246.000000 Penalty: 5395.604980
	Iteration 21Q: 3 clusters Score -8175246 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8175441.500000 Penalty: 5395.604980
	Iteration 22Q: 3 clusters Score -8175442 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8175592.500000 Penalty: 5395.604980
	Iteration 23Q: 3 clusters Score -8175592 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -8175684.500000 Penalty: 5395.604980
	Iteration 24Q: 3 clusters Score -8175684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -8175746.000000 Penalty: 5395.604980
	Iteration 25Q: 3 clusters Score -8175746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8175781.500000 Penalty: 5395.604980
	Iteration 26Q: 3 clusters Score -8175782 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8175818.500000 Penalty: 5395.604980
	Iteration 27Q: 3 clusters Score -8175818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8175848.500000 Penalty: 5395.604980
	Iteration 28Q: 3 clusters Score -8175848 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -8175877.500000 Penalty: 5395.604980
	Iteration 29Q: 3 clusters Score -8175878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8175880.000000 Penalty: 5395.604980
	Iteration 30Q: 3 clusters Score -8175880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8175908.000000 Penalty: 5395.604980
	Iteration 31Q: 3 clusters Score -8175908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8175931.000000 Penalty: 5395.604980
	Iteration 32Q: 3 clusters Score -8175931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8175959.500000 Penalty: 5395.604980
	Iteration 33Q: 3 clusters Score -8175960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8175988.500000 Penalty: 5395.604980
	Iteration 34Q: 3 clusters Score -8175988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8175998.500000 Penalty: 5395.604980
	Iteration 35Q: 3 clusters Score -8175998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8176000.500000 Penalty: 5395.604980
	Iteration 36Q: 3 clusters Score -8176000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -8176012.500000 Penalty: 5395.604980
	Iteration 37Q: 3 clusters Score -8176012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8176008.000000 Penalty: 5395.604980
	Iteration 38Q: 3 clusters Score -8176008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8176011.000000 Penalty: 5395.604980
	Iteration 39Q: 3 clusters Score -8176011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8176000.500000 Penalty: 5395.604980
	Iteration 40F: 3 clusters Score -8176000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -8175992.500000 Penalty: 5395.604980
	Iteration 41Q: 3 clusters Score -8175992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8176005.000000 Penalty: 5395.604980
	Iteration 42Q: 3 clusters Score -8176005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8176007.000000 Penalty: 5395.604980
	Iteration 43Q: 3 clusters Score -8176007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8176019.000000 Penalty: 5395.604980
	Iteration 44Q: 3 clusters Score -8176019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8176012.500000 Penalty: 5395.604980
	Iteration 45Q: 3 clusters Score -8176012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8176008.000000 Penalty: 5395.604980
	Iteration 46Q: 3 clusters Score -8176008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -8176018.500000 Penalty: 5395.604980
	Iteration 47Q: 3 clusters Score -8176018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -8176019.500000 Penalty: 5395.604980
	Iteration 48Q: 3 clusters Score -8176020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8176004.500000 Penalty: 5395.604980
	Iteration 49Q: 3 clusters Score -8176004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -8176002.000000 Penalty: 5395.604980
	Iteration 50Q: 3 clusters Score -8176002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8175999.000000 Penalty: 5395.604980
	Iteration 51Q: 3 clusters Score -8175999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8175996.500000 Penalty: 5395.604980
	Iteration 52Q: 3 clusters Score -8175996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -8175995.000000 Penalty: 5395.604980
	Iteration 53Q: 3 clusters Score -8175995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8175996.500000 Penalty: 5395.604980
	Iteration 54Q: 3 clusters Score -8175996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8176008.000000 Penalty: 5395.604980
	Iteration 55Q: 3 clusters Score -8176008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8175996.000000 Penalty: 5395.604980
	Iteration 56Q: 3 clusters Score -8175996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8176012.500000 Penalty: 5395.604980
	Iteration 57Q: 3 clusters Score -8176012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8176007.500000 Penalty: 5395.604980
	Iteration 58Q: 3 clusters Score -8176008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -8176010.000000 Penalty: 5395.604980
	Iteration 59Q: 3 clusters Score -8176010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8176013.500000 Penalty: 5395.604980
	Iteration 60F: 3 clusters Score -8176014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8176012.000000 Penalty: 5395.604980
	Iteration 61Q: 3 clusters Score -8176012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8176002.000000 Penalty: 5395.604980
	Iteration 62Q: 3 clusters Score -8176002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8175996.500000 Penalty: 5395.604980
	Iteration 63Q: 3 clusters Score -8175996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8176000.000000 Penalty: 5395.604980
	Iteration 64Q: 3 clusters Score -8176000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8176007.000000 Penalty: 5395.604980
	Iteration 65Q: 3 clusters Score -8176007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8176003.500000 Penalty: 5395.604980
	Iteration 66Q: 3 clusters Score -8176004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -8176004.500000 Penalty: 5395.604980
	Iteration 67Q: 3 clusters Score -8176004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8176010.000000 Penalty: 5395.604980
	Iteration 68Q: 3 clusters Score -8176010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8176005.500000 Penalty: 5395.604980
	Iteration 69Q: 3 clusters Score -8176006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8176003.000000 Penalty: 5395.604980
	Iteration 70Q: 3 clusters Score -8176003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8176003.000000 Penalty: 5395.604980
	Iteration 71Q: 3 clusters Score -8176003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -8176017.000000 Penalty: 5395.604980
	Iteration 72Q: 3 clusters Score -8176017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8176018.000000 Penalty: 5395.604980
	Iteration 73Q: 3 clusters Score -8176018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8176013.000000 Penalty: 5395.604980
	Iteration 74Q: 3 clusters Score -8176013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8176013.000000 Penalty: 5395.604980
	Iteration 75F: 3 clusters Score -8176013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Entering Unmasked Estep 
Score: -151762288.000000 Penalty: 126763.585938
Splitting cluster 6 changes total score from -151759312.000000 to -151762288.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (10341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Entering Unmasked Estep 
Score: -1407989.750000 Penalty: 2292.480225
	Iteration 0F: 2 clusters Score -1407990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1400285.500000 Penalty: 4584.960449
	Iteration 0F: 3 clusters Score -1400286 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1403970.375000 Penalty: 4584.960449
	Iteration 1F: 3 clusters Score -1403970 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1405896.000000 Penalty: 4584.960449
	Iteration 2F: 3 clusters Score -1405896 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1407376.875000 Penalty: 4584.960449
	Iteration 3F: 3 clusters Score -1407377 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1408338.125000 Penalty: 4584.960449
	Iteration 4F: 3 clusters Score -1408338 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1408980.250000 Penalty: 4584.960449
	Iteration 5F: 3 clusters Score -1408980 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1409451.250000 Penalty: 4584.960449
	Iteration 6F: 3 clusters Score -1409451 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1409794.000000 Penalty: 4584.960449
	Iteration 7Q: 3 clusters Score -1409794 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1410072.875000 Penalty: 4584.960449
	Iteration 8Q: 3 clusters Score -1410073 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1410260.000000 Penalty: 4584.960449
	Iteration 9Q: 3 clusters Score -1410260 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1410414.625000 Penalty: 4584.960449
	Iteration 10Q: 3 clusters Score -1410415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1410485.375000 Penalty: 4584.960449
	Iteration 11Q: 3 clusters Score -1410485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1410520.125000 Penalty: 4584.960449
	Iteration 12Q: 3 clusters Score -1410520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1410536.375000 Penalty: 4584.960449
	Iteration 13Q: 3 clusters Score -1410536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1410551.500000 Penalty: 4584.960449
	Iteration 14Q: 3 clusters Score -1410552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1410561.000000 Penalty: 4584.960449
	Iteration 15Q: 3 clusters Score -1410561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1410571.500000 Penalty: 4584.960449
	Iteration 16Q: 3 clusters Score -1410572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1410574.000000 Penalty: 4584.960449
	Iteration 17Q: 3 clusters Score -1410574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1410575.000000 Penalty: 4584.960449
	Iteration 18Q: 3 clusters Score -1410575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1410576.125000 Penalty: 4584.960449
	Iteration 19Q: 3 clusters Score -1410576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1410577.875000 Penalty: 4584.960449
	Iteration 20F: 3 clusters Score -1410578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Entering Unmasked Estep 
Score: -151763472.000000 Penalty: 130189.625000
Splitting cluster 7 changes total score from -151759312.000000 to -151763472.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (43346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Entering Unmasked Estep 
Score: -6850501.500000 Penalty: 2647.888428
	Iteration 0F: 2 clusters Score -6850502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6821164.500000 Penalty: 5295.776855
	Iteration 0F: 3 clusters Score -6821164 nChanged 20029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6832391.500000 Penalty: 5295.776855
	Iteration 1F: 3 clusters Score -6832392 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -6833141.500000 Penalty: 5295.776855
	Iteration 2Q: 3 clusters Score -6833142 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -6834050.000000 Penalty: 5295.776855
	Iteration 3Q: 3 clusters Score -6834050 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -6835387.500000 Penalty: 5295.776855
	Iteration 4F: 3 clusters Score -6835388 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -6837176.000000 Penalty: 5295.776855
	Iteration 5F: 3 clusters Score -6837176 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -6839515.000000 Penalty: 5295.776855
	Iteration 6F: 3 clusters Score -6839515 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -6841950.500000 Penalty: 5295.776855
	Iteration 7F: 3 clusters Score -6841950 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6844135.000000 Penalty: 5295.776855
	Iteration 8F: 3 clusters Score -6844135 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -6845643.500000 Penalty: 5295.776855
	Iteration 9Q: 3 clusters Score -6845644 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6846588.500000 Penalty: 5295.776855
	Iteration 10Q: 3 clusters Score -6846588 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6847150.500000 Penalty: 5295.776855
	Iteration 11Q: 3 clusters Score -6847150 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6847510.000000 Penalty: 5295.776855
	Iteration 12Q: 3 clusters Score -6847510 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6847720.000000 Penalty: 5295.776855
	Iteration 13Q: 3 clusters Score -6847720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6847832.500000 Penalty: 5295.776855
	Iteration 14Q: 3 clusters Score -6847832 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6847940.500000 Penalty: 5295.776855
	Iteration 15Q: 3 clusters Score -6847940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6848001.000000 Penalty: 5295.776855
	Iteration 16Q: 3 clusters Score -6848001 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6848085.500000 Penalty: 5295.776855
	Iteration 17Q: 3 clusters Score -6848086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6848119.500000 Penalty: 5295.776855
	Iteration 18Q: 3 clusters Score -6848120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6848162.000000 Penalty: 5295.776855
	Iteration 19Q: 3 clusters Score -6848162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6848178.000000 Penalty: 5295.776855
	Iteration 20F: 3 clusters Score -6848178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6848200.500000 Penalty: 5295.776855
	Iteration 21Q: 3 clusters Score -6848200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6848214.000000 Penalty: 5295.776855
	Iteration 22Q: 3 clusters Score -6848214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6848230.500000 Penalty: 5295.776855
	Iteration 23Q: 3 clusters Score -6848230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6848240.500000 Penalty: 5295.776855
	Iteration 24Q: 3 clusters Score -6848240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6848250.000000 Penalty: 5295.776855
	Iteration 25Q: 3 clusters Score -6848250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6848263.500000 Penalty: 5295.776855
	Iteration 26Q: 3 clusters Score -6848264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6848263.500000 Penalty: 5295.776855
	Iteration 27Q: 3 clusters Score -6848264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6848262.500000 Penalty: 5295.776855
	Iteration 28Q: 3 clusters Score -6848262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6848259.500000 Penalty: 5295.776855
	Iteration 29Q: 3 clusters Score -6848260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6848266.000000 Penalty: 5295.776855
	Iteration 30Q: 3 clusters Score -6848266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6848275.500000 Penalty: 5295.776855
	Iteration 31Q: 3 clusters Score -6848276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6848272.000000 Penalty: 5295.776855
	Iteration 32Q: 3 clusters Score -6848272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6848277.000000 Penalty: 5295.776855
	Iteration 33Q: 3 clusters Score -6848277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6848280.000000 Penalty: 5295.776855
	Iteration 34Q: 3 clusters Score -6848280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6848288.500000 Penalty: 5295.776855
	Iteration 35Q: 3 clusters Score -6848288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6848289.500000 Penalty: 5295.776855
	Iteration 36Q: 3 clusters Score -6848290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6848294.500000 Penalty: 5295.776855
	Iteration 37Q: 3 clusters Score -6848294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6848294.500000 Penalty: 5295.776855
	Iteration 38F: 3 clusters Score -6848294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Entering Unmasked Estep 
Score: -3565493.500000 Penalty: 2492.766113
	Iteration 0F: 2 clusters Score -3565494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3549398.500000 Penalty: 4985.532227
	Iteration 0F: 3 clusters Score -3549398 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3555510.500000 Penalty: 4985.532227
	Iteration 1F: 3 clusters Score -3555510 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3557149.250000 Penalty: 4985.532227
	Iteration 2F: 3 clusters Score -3557149 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3559289.250000 Penalty: 4985.532227
	Iteration 3F: 3 clusters Score -3559289 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3561126.250000 Penalty: 4985.532227
	Iteration 4F: 3 clusters Score -3561126 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3562234.000000 Penalty: 4985.532227
	Iteration 5F: 3 clusters Score -3562234 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3562776.500000 Penalty: 4985.532227
	Iteration 6Q: 3 clusters Score -3562776 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3563103.000000 Penalty: 4985.532227
	Iteration 7Q: 3 clusters Score -3563103 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3563316.750000 Penalty: 4985.532227
	Iteration 8Q: 3 clusters Score -3563317 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3563446.500000 Penalty: 4985.532227
	Iteration 9Q: 3 clusters Score -3563446 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3563530.750000 Penalty: 4985.532227
	Iteration 10Q: 3 clusters Score -3563531 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3563590.000000 Penalty: 4985.532227
	Iteration 11Q: 3 clusters Score -3563590 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3563655.500000 Penalty: 4985.532227
	Iteration 12Q: 3 clusters Score -3563656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3563713.000000 Penalty: 4985.532227
	Iteration 13Q: 3 clusters Score -3563713 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3563747.750000 Penalty: 4985.532227
	Iteration 14Q: 3 clusters Score -3563748 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3563770.500000 Penalty: 4985.532227
	Iteration 15Q: 3 clusters Score -3563770 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3563782.750000 Penalty: 4985.532227
	Iteration 16Q: 3 clusters Score -3563783 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3563817.000000 Penalty: 4985.532227
	Iteration 17Q: 3 clusters Score -3563817 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3563817.500000 Penalty: 4985.532227
	Iteration 18Q: 3 clusters Score -3563818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3563830.000000 Penalty: 4985.532227
	Iteration 19Q: 3 clusters Score -3563830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3563851.250000 Penalty: 4985.532227
	Iteration 20F: 3 clusters Score -3563851 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3563857.000000 Penalty: 4985.532227
	Iteration 21Q: 3 clusters Score -3563857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3563876.500000 Penalty: 4985.532227
	Iteration 22Q: 3 clusters Score -3563876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3563883.250000 Penalty: 4985.532227
	Iteration 23Q: 3 clusters Score -3563883 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3563890.000000 Penalty: 4985.532227
	Iteration 24Q: 3 clusters Score -3563890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3563898.750000 Penalty: 4985.532227
	Iteration 25Q: 3 clusters Score -3563899 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3563919.250000 Penalty: 4985.532227
	Iteration 26Q: 3 clusters Score -3563919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3563929.500000 Penalty: 4985.532227
	Iteration 27Q: 3 clusters Score -3563930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3563958.000000 Penalty: 4985.532227
	Iteration 28Q: 3 clusters Score -3563958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3563969.750000 Penalty: 4985.532227
	Iteration 29Q: 3 clusters Score -3563970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3563979.000000 Penalty: 4985.532227
	Iteration 30Q: 3 clusters Score -3563979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3563998.750000 Penalty: 4985.532227
	Iteration 31Q: 3 clusters Score -3563999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3564014.000000 Penalty: 4985.532227
	Iteration 32Q: 3 clusters Score -3564014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3564016.500000 Penalty: 4985.532227
	Iteration 33Q: 3 clusters Score -3564016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3564027.500000 Penalty: 4985.532227
	Iteration 34Q: 3 clusters Score -3564028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3564049.500000 Penalty: 4985.532227
	Iteration 35Q: 3 clusters Score -3564050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3564074.500000 Penalty: 4985.532227
	Iteration 36Q: 3 clusters Score -3564074 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3564106.250000 Penalty: 4985.532227
	Iteration 37Q: 3 clusters Score -3564106 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3564131.500000 Penalty: 4985.532227
	Iteration 38Q: 3 clusters Score -3564132 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3564151.000000 Penalty: 4985.532227
	Iteration 39Q: 3 clusters Score -3564151 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3564173.750000 Penalty: 4985.532227
	Iteration 40F: 3 clusters Score -3564174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3564210.500000 Penalty: 4985.532227
	Iteration 41Q: 3 clusters Score -3564210 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3564246.250000 Penalty: 4985.532227
	Iteration 42Q: 3 clusters Score -3564246 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3564279.000000 Penalty: 4985.532227
	Iteration 43Q: 3 clusters Score -3564279 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3564303.750000 Penalty: 4985.532227
	Iteration 44Q: 3 clusters Score -3564304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3564342.000000 Penalty: 4985.532227
	Iteration 45Q: 3 clusters Score -3564342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3564379.500000 Penalty: 4985.532227
	Iteration 46Q: 3 clusters Score -3564380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3564414.000000 Penalty: 4985.532227
	Iteration 47Q: 3 clusters Score -3564414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3564437.000000 Penalty: 4985.532227
	Iteration 48Q: 3 clusters Score -3564437 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3564456.750000 Penalty: 4985.532227
	Iteration 49Q: 3 clusters Score -3564457 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3564500.750000 Penalty: 4985.532227
	Iteration 50Q: 3 clusters Score -3564501 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3564534.000000 Penalty: 4985.532227
	Iteration 51Q: 3 clusters Score -3564534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3564559.250000 Penalty: 4985.532227
	Iteration 52Q: 3 clusters Score -3564559 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3564587.750000 Penalty: 4985.532227
	Iteration 53Q: 3 clusters Score -3564588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3564628.500000 Penalty: 4985.532227
	Iteration 54Q: 3 clusters Score -3564628 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3564666.250000 Penalty: 4985.532227
	Iteration 55Q: 3 clusters Score -3564666 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3564718.250000 Penalty: 4985.532227
	Iteration 56Q: 3 clusters Score -3564718 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3564760.000000 Penalty: 4985.532227
	Iteration 57Q: 3 clusters Score -3564760 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3564787.250000 Penalty: 4985.532227
	Iteration 58Q: 3 clusters Score -3564787 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3564819.000000 Penalty: 4985.532227
	Iteration 59Q: 3 clusters Score -3564819 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3564849.750000 Penalty: 4985.532227
	Iteration 60F: 3 clusters Score -3564850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3564889.250000 Penalty: 4985.532227
	Iteration 61Q: 3 clusters Score -3564889 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3564911.750000 Penalty: 4985.532227
	Iteration 62Q: 3 clusters Score -3564912 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3564943.000000 Penalty: 4985.532227
	Iteration 63Q: 3 clusters Score -3564943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3564974.750000 Penalty: 4985.532227
	Iteration 64Q: 3 clusters Score -3564975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3565001.000000 Penalty: 4985.532227
	Iteration 65Q: 3 clusters Score -3565001 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3565027.500000 Penalty: 4985.532227
	Iteration 66Q: 3 clusters Score -3565028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3565055.000000 Penalty: 4985.532227
	Iteration 67Q: 3 clusters Score -3565055 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3565078.000000 Penalty: 4985.532227
	Iteration 68Q: 3 clusters Score -3565078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3565102.000000 Penalty: 4985.532227
	Iteration 69Q: 3 clusters Score -3565102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3565118.750000 Penalty: 4985.532227
	Iteration 70Q: 3 clusters Score -3565119 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3565132.500000 Penalty: 4985.532227
	Iteration 71Q: 3 clusters Score -3565132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3565145.000000 Penalty: 4985.532227
	Iteration 72Q: 3 clusters Score -3565145 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3565168.500000 Penalty: 4985.532227
	Iteration 73Q: 3 clusters Score -3565168 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3565180.000000 Penalty: 4985.532227
	Iteration 74Q: 3 clusters Score -3565180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3565207.750000 Penalty: 4985.532227
	Iteration 75Q: 3 clusters Score -3565208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3565223.750000 Penalty: 4985.532227
	Iteration 76Q: 3 clusters Score -3565224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3565228.750000 Penalty: 4985.532227
	Iteration 77Q: 3 clusters Score -3565229 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3565244.250000 Penalty: 4985.532227
	Iteration 78Q: 3 clusters Score -3565244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3565277.500000 Penalty: 4985.532227
	Iteration 79Q: 3 clusters Score -3565278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3565284.750000 Penalty: 4985.532227
	Iteration 80F: 3 clusters Score -3565285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3565306.250000 Penalty: 4985.532227
	Iteration 81Q: 3 clusters Score -3565306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3565321.750000 Penalty: 4985.532227
	Iteration 82Q: 3 clusters Score -3565322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3565319.750000 Penalty: 4985.532227
	Iteration 83Q: 3 clusters Score -3565320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3565322.750000 Penalty: 4985.532227
	Iteration 84Q: 3 clusters Score -3565323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3565329.000000 Penalty: 4985.532227
	Iteration 85Q: 3 clusters Score -3565329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3565336.750000 Penalty: 4985.532227
	Iteration 86Q: 3 clusters Score -3565337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3565352.750000 Penalty: 4985.532227
	Iteration 87Q: 3 clusters Score -3565353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3565350.500000 Penalty: 4985.532227
	Iteration 88Q: 3 clusters Score -3565350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3565354.000000 Penalty: 4985.532227
	Iteration 89Q: 3 clusters Score -3565354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3565357.250000 Penalty: 4985.532227
	Iteration 90Q: 3 clusters Score -3565357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3565365.500000 Penalty: 4985.532227
	Iteration 91Q: 3 clusters Score -3565366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3565364.000000 Penalty: 4985.532227
	Iteration 92Q: 3 clusters Score -3565364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3565365.750000 Penalty: 4985.532227
	Iteration 93Q: 3 clusters Score -3565366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3565366.750000 Penalty: 4985.532227
	Iteration 94Q: 3 clusters Score -3565367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3565366.750000 Penalty: 4985.532227
	Iteration 95Q: 3 clusters Score -3565367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3565370.250000 Penalty: 4985.532227
	Iteration 96Q: 3 clusters Score -3565370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3565374.750000 Penalty: 4985.532227
	Iteration 97Q: 3 clusters Score -3565375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3565375.250000 Penalty: 4985.532227
	Iteration 98Q: 3 clusters Score -3565375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3565375.250000 Penalty: 4985.532227
	Iteration 99Q: 3 clusters Score -3565375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3565377.500000 Penalty: 4985.532227
	Iteration 100F: 3 clusters Score -3565378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3565369.750000 Penalty: 4985.532227
	Iteration 101Q: 3 clusters Score -3565370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3565370.750000 Penalty: 4985.532227
	Iteration 102Q: 3 clusters Score -3565371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3565374.500000 Penalty: 4985.532227
	Iteration 103Q: 3 clusters Score -3565374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3565371.750000 Penalty: 4985.532227
	Iteration 104Q: 3 clusters Score -3565372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3565370.000000 Penalty: 4985.532227
	Iteration 105Q: 3 clusters Score -3565370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3565370.000000 Penalty: 4985.532227
	Iteration 106F: 3 clusters Score -3565370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105043 members 
Entering Unmasked Estep 
Score: -16756390.000000 Penalty: 2867.406982
	Iteration 0F: 2 clusters Score -1.675639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -16695678.000000 Penalty: 5734.813965
	Iteration 0F: 3 clusters Score -1.669568e+07 nChanged 49650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -16724293.000000 Penalty: 5734.813965
	Iteration 1F: 3 clusters Score -1.672429e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -16725044.000000 Penalty: 5734.813965
	Iteration 2Q: 3 clusters Score -1.672504e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -16725888.000000 Penalty: 5734.813965
	Iteration 3Q: 3 clusters Score -1.672589e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -16726999.000000 Penalty: 5734.813965
	Iteration 4Q: 3 clusters Score -1.6727e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -16728644.000000 Penalty: 5734.813965
	Iteration 5Q: 3 clusters Score -1.672864e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -16731300.000000 Penalty: 5734.813965
	Iteration 6F: 3 clusters Score -1.67313e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -16734809.000000 Penalty: 5734.813965
	Iteration 7F: 3 clusters Score -1.673481e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -16739204.000000 Penalty: 5734.813965
	Iteration 8F: 3 clusters Score -1.67392e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -16742913.000000 Penalty: 5734.813965
	Iteration 9F: 3 clusters Score -1.674291e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75611 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -16745735.000000 Penalty: 5734.813965
	Iteration 10F: 3 clusters Score -1.674574e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -16747557.000000 Penalty: 5734.813965
	Iteration 11Q: 3 clusters Score -1.674756e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -16748437.000000 Penalty: 5734.813965
	Iteration 12Q: 3 clusters Score -1.674844e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -16748892.000000 Penalty: 5734.813965
	Iteration 13Q: 3 clusters Score -1.674889e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -16749170.000000 Penalty: 5734.813965
	Iteration 14Q: 3 clusters Score -1.674917e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -16749569.000000 Penalty: 5734.813965
	Iteration 15Q: 3 clusters Score -1.674957e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -16749999.000000 Penalty: 5734.813965
	Iteration 16Q: 3 clusters Score -1.675e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -16750546.000000 Penalty: 5734.813965
	Iteration 17Q: 3 clusters Score -1.675055e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -16751345.000000 Penalty: 5734.813965
	Iteration 18Q: 3 clusters Score -1.675134e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -16751978.000000 Penalty: 5734.813965
	Iteration 19Q: 3 clusters Score -1.675198e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -16752493.000000 Penalty: 5734.813965
	Iteration 20F: 3 clusters Score -1.675249e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -16753137.000000 Penalty: 5734.813965
	Iteration 21Q: 3 clusters Score -1.675314e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -16753473.000000 Penalty: 5734.813965
	Iteration 22Q: 3 clusters Score -1.675347e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16753659.000000 Penalty: 5734.813965
	Iteration 23Q: 3 clusters Score -1.675366e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -16753786.000000 Penalty: 5734.813965
	Iteration 24Q: 3 clusters Score -1.675379e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -16753904.000000 Penalty: 5734.813965
	Iteration 25Q: 3 clusters Score -1.67539e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -16753932.000000 Penalty: 5734.813965
	Iteration 26Q: 3 clusters Score -1.675393e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16754021.000000 Penalty: 5734.813965
	Iteration 27Q: 3 clusters Score -1.675402e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -16754067.000000 Penalty: 5734.813965
	Iteration 28Q: 3 clusters Score -1.675407e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16754099.000000 Penalty: 5734.813965
	Iteration 29Q: 3 clusters Score -1.67541e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104210 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16754144.000000 Penalty: 5734.813965
	Iteration 30Q: 3 clusters Score -1.675414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104235 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16754159.000000 Penalty: 5734.813965
	Iteration 31Q: 3 clusters Score -1.675416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104242 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16754174.000000 Penalty: 5734.813965
	Iteration 32Q: 3 clusters Score -1.675417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104252 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16754171.000000 Penalty: 5734.813965
	Iteration 33Q: 3 clusters Score -1.675417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16754162.000000 Penalty: 5734.813965
	Iteration 34Q: 3 clusters Score -1.675416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16754166.000000 Penalty: 5734.813965
	Iteration 35Q: 3 clusters Score -1.675417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16754161.000000 Penalty: 5734.813965
	Iteration 36Q: 3 clusters Score -1.675416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16754162.000000 Penalty: 5734.813965
	Iteration 37Q: 3 clusters Score -1.675416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16754163.000000 Penalty: 5734.813965
	Iteration 38Q: 3 clusters Score -1.675416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16754167.000000 Penalty: 5734.813965
	Iteration 39Q: 3 clusters Score -1.675417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16754181.000000 Penalty: 5734.813965
	Iteration 40F: 3 clusters Score -1.675418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104283 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16754156.000000 Penalty: 5734.813965
	Iteration 41Q: 3 clusters Score -1.675416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16754151.000000 Penalty: 5734.813965
	Iteration 42Q: 3 clusters Score -1.675415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16754162.000000 Penalty: 5734.813965
	Iteration 43Q: 3 clusters Score -1.675416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16754165.000000 Penalty: 5734.813965
	Iteration 44Q: 3 clusters Score -1.675416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104290 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16754165.000000 Penalty: 5734.813965
	Iteration 45F: 3 clusters Score -1.675416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Entering Unmasked Estep 
Score: -2578279.750000 Penalty: 2416.895508
	Iteration 0F: 2 clusters Score -2578280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2566023.000000 Penalty: 4833.791016
	Iteration 0F: 3 clusters Score -2566023 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2570873.500000 Penalty: 4833.791016
	Iteration 1F: 3 clusters Score -2570874 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2572495.750000 Penalty: 4833.791016
	Iteration 2F: 3 clusters Score -2572496 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2574624.250000 Penalty: 4833.791016
	Iteration 3F: 3 clusters Score -2574624 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2576622.250000 Penalty: 4833.791016
	Iteration 4F: 3 clusters Score -2576622 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2578549.500000 Penalty: 4833.791016
	Iteration 5F: 3 clusters Score -2578550 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2580469.750000 Penalty: 4833.791016
	Iteration 6F: 3 clusters Score -2580470 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2581245.250000 Penalty: 4833.791016
	Iteration 7Q: 3 clusters Score -2581245 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2581480.250000 Penalty: 4833.791016
	Iteration 8Q: 3 clusters Score -2581480 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2581628.500000 Penalty: 4833.791016
	Iteration 9Q: 3 clusters Score -2581628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2581777.500000 Penalty: 4833.791016
	Iteration 10Q: 3 clusters Score -2581778 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2581954.750000 Penalty: 4833.791016
	Iteration 11Q: 3 clusters Score -2581955 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2582134.000000 Penalty: 4833.791016
	Iteration 12Q: 3 clusters Score -2582134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2582316.750000 Penalty: 4833.791016
	Iteration 13Q: 3 clusters Score -2582317 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2582505.000000 Penalty: 4833.791016
	Iteration 14Q: 3 clusters Score -2582505 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2582655.000000 Penalty: 4833.791016
	Iteration 15Q: 3 clusters Score -2582655 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2582869.000000 Penalty: 4833.791016
	Iteration 16Q: 3 clusters Score -2582869 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2583260.250000 Penalty: 4833.791016
	Iteration 17Q: 3 clusters Score -2583260 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2583731.250000 Penalty: 4833.791016
	Iteration 18Q: 3 clusters Score -2583731 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2583910.000000 Penalty: 4833.791016
	Iteration 19Q: 3 clusters Score -2583910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2583965.000000 Penalty: 4833.791016
	Iteration 20F: 3 clusters Score -2583965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2583988.500000 Penalty: 4833.791016
	Iteration 21Q: 3 clusters Score -2583988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2584016.750000 Penalty: 4833.791016
	Iteration 22Q: 3 clusters Score -2584017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2584031.000000 Penalty: 4833.791016
	Iteration 23Q: 3 clusters Score -2584031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2584033.000000 Penalty: 4833.791016
	Iteration 24Q: 3 clusters Score -2584033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2584042.750000 Penalty: 4833.791016
	Iteration 25Q: 3 clusters Score -2584043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2584051.250000 Penalty: 4833.791016
	Iteration 26Q: 3 clusters Score -2584051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2584050.500000 Penalty: 4833.791016
	Iteration 27Q: 3 clusters Score -2584050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2584048.750000 Penalty: 4833.791016
	Iteration 28Q: 3 clusters Score -2584049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2584056.750000 Penalty: 4833.791016
	Iteration 29Q: 3 clusters Score -2584057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2584053.750000 Penalty: 4833.791016
	Iteration 30Q: 3 clusters Score -2584054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2584054.500000 Penalty: 4833.791016
	Iteration 31Q: 3 clusters Score -2584054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2584053.500000 Penalty: 4833.791016
	Iteration 32Q: 3 clusters Score -2584054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2584054.500000 Penalty: 4833.791016
	Iteration 33Q: 3 clusters Score -2584054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2584051.250000 Penalty: 4833.791016
	Iteration 34Q: 3 clusters Score -2584051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2584053.500000 Penalty: 4833.791016
	Iteration 35Q: 3 clusters Score -2584054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2584053.500000 Penalty: 4833.791016
	Iteration 36F: 3 clusters Score -2584054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Entering Unmasked Estep 
Score: -151768512.000000 Penalty: 133615.671875
Splitting cluster 11 changes total score from -151759312.000000 to -151768512.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 12 (11722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Entering Unmasked Estep 
Score: -1813380.875000 Penalty: 2323.567139
	Iteration 0F: 2 clusters Score -1813381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1804675.625000 Penalty: 4647.134277
	Iteration 0F: 3 clusters Score -1804676 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1807790.000000 Penalty: 4647.134277
	Iteration 1F: 3 clusters Score -1807790 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1808711.125000 Penalty: 4647.134277
	Iteration 2F: 3 clusters Score -1808711 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1809741.375000 Penalty: 4647.134277
	Iteration 3F: 3 clusters Score -1809741 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1810802.500000 Penalty: 4647.134277
	Iteration 4F: 3 clusters Score -1810802 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1811618.250000 Penalty: 4647.134277
	Iteration 5F: 3 clusters Score -1811618 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1812036.875000 Penalty: 4647.134277
	Iteration 6F: 3 clusters Score -1812037 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1812237.750000 Penalty: 4647.134277
	Iteration 7Q: 3 clusters Score -1812238 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1812343.500000 Penalty: 4647.134277
	Iteration 8Q: 3 clusters Score -1812344 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1812399.250000 Penalty: 4647.134277
	Iteration 9Q: 3 clusters Score -1812399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1812438.500000 Penalty: 4647.134277
	Iteration 10Q: 3 clusters Score -1812438 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1812465.625000 Penalty: 4647.134277
	Iteration 11Q: 3 clusters Score -1812466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1812479.125000 Penalty: 4647.134277
	Iteration 12Q: 3 clusters Score -1812479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1812493.250000 Penalty: 4647.134277
	Iteration 13Q: 3 clusters Score -1812493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1812502.875000 Penalty: 4647.134277
	Iteration 14Q: 3 clusters Score -1812503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1812497.875000 Penalty: 4647.134277
	Iteration 15Q: 3 clusters Score -1812498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1812507.750000 Penalty: 4647.134277
	Iteration 16Q: 3 clusters Score -1812508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1812515.125000 Penalty: 4647.134277
	Iteration 17Q: 3 clusters Score -1812515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1812520.375000 Penalty: 4647.134277
	Iteration 18Q: 3 clusters Score -1812520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1812521.125000 Penalty: 4647.134277
	Iteration 19Q: 3 clusters Score -1812521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1812524.250000 Penalty: 4647.134277
	Iteration 20F: 3 clusters Score -1812524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1812530.000000 Penalty: 4647.134277
	Iteration 21Q: 3 clusters Score -1812530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1812530.750000 Penalty: 4647.134277
	Iteration 22Q: 3 clusters Score -1812531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1812536.625000 Penalty: 4647.134277
	Iteration 23Q: 3 clusters Score -1812537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1812535.750000 Penalty: 4647.134277
	Iteration 24Q: 3 clusters Score -1812536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1812535.750000 Penalty: 4647.134277
	Iteration 25Q: 3 clusters Score -1812536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1812535.250000 Penalty: 4647.134277
	Iteration 26Q: 3 clusters Score -1812535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1812536.625000 Penalty: 4647.134277
	Iteration 27Q: 3 clusters Score -1812537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1812539.500000 Penalty: 4647.134277
	Iteration 28Q: 3 clusters Score -1812540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1812540.375000 Penalty: 4647.134277
	Iteration 29Q: 3 clusters Score -1812540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1812544.250000 Penalty: 4647.134277
	Iteration 30Q: 3 clusters Score -1812544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1812549.375000 Penalty: 4647.134277
	Iteration 31Q: 3 clusters Score -1812549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1812544.000000 Penalty: 4647.134277
	Iteration 32Q: 3 clusters Score -1812544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1812548.750000 Penalty: 4647.134277
	Iteration 33Q: 3 clusters Score -1812549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1812547.500000 Penalty: 4647.134277
	Iteration 34Q: 3 clusters Score -1812548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1812548.250000 Penalty: 4647.134277
	Iteration 35Q: 3 clusters Score -1812548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1812547.375000 Penalty: 4647.134277
	Iteration 36Q: 3 clusters Score -1812547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1812547.125000 Penalty: 4647.134277
	Iteration 37Q: 3 clusters Score -1812547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1812549.500000 Penalty: 4647.134277
	Iteration 38Q: 3 clusters Score -1812550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1812549.500000 Penalty: 4647.134277
	Iteration 39F: 3 clusters Score -1812550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Entering Unmasked Estep 
Score: -2467900.500000 Penalty: 2403.300293
	Iteration 0F: 2 clusters Score -2467900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2456355.000000 Penalty: 4806.600586
	Iteration 0F: 3 clusters Score -2456355 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2461064.750000 Penalty: 4806.600586
	Iteration 1F: 3 clusters Score -2461065 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2462781.500000 Penalty: 4806.600586
	Iteration 2F: 3 clusters Score -2462782 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2464758.250000 Penalty: 4806.600586
	Iteration 3F: 3 clusters Score -2464758 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2466592.750000 Penalty: 4806.600586
	Iteration 4F: 3 clusters Score -2466593 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2468029.250000 Penalty: 4806.600586
	Iteration 5F: 3 clusters Score -2468029 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2469025.500000 Penalty: 4806.600586
	Iteration 6F: 3 clusters Score -2469026 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2469636.500000 Penalty: 4806.600586
	Iteration 7Q: 3 clusters Score -2469636 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2469962.250000 Penalty: 4806.600586
	Iteration 8Q: 3 clusters Score -2469962 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2470144.000000 Penalty: 4806.600586
	Iteration 9Q: 3 clusters Score -2470144 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2470226.250000 Penalty: 4806.600586
	Iteration 10Q: 3 clusters Score -2470226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2470280.000000 Penalty: 4806.600586
	Iteration 11Q: 3 clusters Score -2470280 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2470300.000000 Penalty: 4806.600586
	Iteration 12Q: 3 clusters Score -2470300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2470320.500000 Penalty: 4806.600586
	Iteration 13Q: 3 clusters Score -2470320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2470337.750000 Penalty: 4806.600586
	Iteration 14Q: 3 clusters Score -2470338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2470357.750000 Penalty: 4806.600586
	Iteration 15Q: 3 clusters Score -2470358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2470361.000000 Penalty: 4806.600586
	Iteration 16Q: 3 clusters Score -2470361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2470374.250000 Penalty: 4806.600586
	Iteration 17Q: 3 clusters Score -2470374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2470376.500000 Penalty: 4806.600586
	Iteration 18Q: 3 clusters Score -2470376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2470377.250000 Penalty: 4806.600586
	Iteration 19Q: 3 clusters Score -2470377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2470386.500000 Penalty: 4806.600586
	Iteration 20F: 3 clusters Score -2470386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2470388.750000 Penalty: 4806.600586
	Iteration 21Q: 3 clusters Score -2470389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2470388.750000 Penalty: 4806.600586
	Iteration 22Q: 3 clusters Score -2470389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2470396.500000 Penalty: 4806.600586
	Iteration 23Q: 3 clusters Score -2470396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2470396.750000 Penalty: 4806.600586
	Iteration 24Q: 3 clusters Score -2470397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2470400.000000 Penalty: 4806.600586
	Iteration 25Q: 3 clusters Score -2470400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2470398.750000 Penalty: 4806.600586
	Iteration 26Q: 3 clusters Score -2470399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2470399.750000 Penalty: 4806.600586
	Iteration 27Q: 3 clusters Score -2470400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2470401.000000 Penalty: 4806.600586
	Iteration 28Q: 3 clusters Score -2470401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2470401.000000 Penalty: 4806.600586
	Iteration 29F: 3 clusters Score -2470401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Entering Unmasked Estep 
Score: -151770496.000000 Penalty: 137041.718750
Splitting cluster 13 changes total score from -151759312.000000 to -151770496.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -762814.750000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -762814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -758425.687500 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -758425.7 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -760770.750000 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -760770.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -763096.000000 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -763096 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -764586.125000 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -764586.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -765034.625000 Penalty: 4231.521484
	Iteration 4F: 3 clusters Score -765034.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -765155.437500 Penalty: 4231.521484
	Iteration 5Q: 3 clusters Score -765155.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -765232.750000 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -765232.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -765292.562500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -765292.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -765329.875000 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -765329.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -765359.812500 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -765359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -765379.937500 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -765379.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -765385.812500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -765385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -765388.750000 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -765388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -765389.937500 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -765389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -765393.000000 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -765393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -765396.625000 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -765396.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -765399.250000 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -765399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -765401.187500 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -765401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -765402.562500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -765402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -765402.875000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -765402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -765403.125000 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -765403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 19439 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Entering Unmasked Estep 
Score: -151771632.000000 Penalty: 140467.750000
Splitting cluster 14 changes total score from -151759312.000000 to -151771632.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (19439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Entering Unmasked Estep 
Score: -2883302.750000 Penalty: 2449.009033
	Iteration 0F: 2 clusters Score -2883303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2869629.500000 Penalty: 4898.018066
	Iteration 0F: 3 clusters Score -2869630 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2874802.250000 Penalty: 4898.018066
	Iteration 1F: 3 clusters Score -2874802 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2876253.250000 Penalty: 4898.018066
	Iteration 2F: 3 clusters Score -2876253 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2878128.000000 Penalty: 4898.018066
	Iteration 3F: 3 clusters Score -2878128 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2880034.250000 Penalty: 4898.018066
	Iteration 4F: 3 clusters Score -2880034 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2881520.750000 Penalty: 4898.018066
	Iteration 5F: 3 clusters Score -2881521 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2882692.250000 Penalty: 4898.018066
	Iteration 6F: 3 clusters Score -2882692 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2883715.500000 Penalty: 4898.018066
	Iteration 7F: 3 clusters Score -2883716 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2884558.500000 Penalty: 4898.018066
	Iteration 8Q: 3 clusters Score -2884558 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2885151.500000 Penalty: 4898.018066
	Iteration 9Q: 3 clusters Score -2885152 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2885454.000000 Penalty: 4898.018066
	Iteration 10Q: 3 clusters Score -2885454 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2885575.750000 Penalty: 4898.018066
	Iteration 11Q: 3 clusters Score -2885576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2885624.750000 Penalty: 4898.018066
	Iteration 12Q: 3 clusters Score -2885625 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2885639.250000 Penalty: 4898.018066
	Iteration 13Q: 3 clusters Score -2885639 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2885660.750000 Penalty: 4898.018066
	Iteration 14Q: 3 clusters Score -2885661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2885676.000000 Penalty: 4898.018066
	Iteration 15Q: 3 clusters Score -2885676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2885679.000000 Penalty: 4898.018066
	Iteration 16Q: 3 clusters Score -2885679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2885684.500000 Penalty: 4898.018066
	Iteration 17Q: 3 clusters Score -2885684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2885699.750000 Penalty: 4898.018066
	Iteration 18Q: 3 clusters Score -2885700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2885714.250000 Penalty: 4898.018066
	Iteration 19Q: 3 clusters Score -2885714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2885726.000000 Penalty: 4898.018066
	Iteration 20F: 3 clusters Score -2885726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2885725.000000 Penalty: 4898.018066
	Iteration 21Q: 3 clusters Score -2885725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2885737.000000 Penalty: 4898.018066
	Iteration 22Q: 3 clusters Score -2885737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2885756.250000 Penalty: 4898.018066
	Iteration 23Q: 3 clusters Score -2885756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2885776.750000 Penalty: 4898.018066
	Iteration 24Q: 3 clusters Score -2885777 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2885803.500000 Penalty: 4898.018066
	Iteration 25Q: 3 clusters Score -2885804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2885842.000000 Penalty: 4898.018066
	Iteration 26Q: 3 clusters Score -2885842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2885898.500000 Penalty: 4898.018066
	Iteration 27Q: 3 clusters Score -2885898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2885954.000000 Penalty: 4898.018066
	Iteration 28Q: 3 clusters Score -2885954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2886019.000000 Penalty: 4898.018066
	Iteration 29Q: 3 clusters Score -2886019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2886073.000000 Penalty: 4898.018066
	Iteration 30Q: 3 clusters Score -2886073 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2886122.500000 Penalty: 4898.018066
	Iteration 31Q: 3 clusters Score -2886122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2886157.500000 Penalty: 4898.018066
	Iteration 32Q: 3 clusters Score -2886158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2886170.500000 Penalty: 4898.018066
	Iteration 33Q: 3 clusters Score -2886170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2886193.250000 Penalty: 4898.018066
	Iteration 34Q: 3 clusters Score -2886193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2886194.750000 Penalty: 4898.018066
	Iteration 35Q: 3 clusters Score -2886195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2886199.500000 Penalty: 4898.018066
	Iteration 36Q: 3 clusters Score -2886200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2886203.750000 Penalty: 4898.018066
	Iteration 37Q: 3 clusters Score -2886204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2886201.250000 Penalty: 4898.018066
	Iteration 38Q: 3 clusters Score -2886201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2886212.000000 Penalty: 4898.018066
	Iteration 39Q: 3 clusters Score -2886212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2886216.000000 Penalty: 4898.018066
	Iteration 40F: 3 clusters Score -2886216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2886212.000000 Penalty: 4898.018066
	Iteration 41Q: 3 clusters Score -2886212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2886212.250000 Penalty: 4898.018066
	Iteration 42Q: 3 clusters Score -2886212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2886205.750000 Penalty: 4898.018066
	Iteration 43Q: 3 clusters Score -2886206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2886205.500000 Penalty: 4898.018066
	Iteration 44Q: 3 clusters Score -2886206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2886205.750000 Penalty: 4898.018066
	Iteration 45Q: 3 clusters Score -2886206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2886206.000000 Penalty: 4898.018066
	Iteration 46Q: 3 clusters Score -2886206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2886206.000000 Penalty: 4898.018066
	Iteration 47Q: 3 clusters Score -2886206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2886208.000000 Penalty: 4898.018066
	Iteration 48Q: 3 clusters Score -2886208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2886208.000000 Penalty: 4898.018066
	Iteration 49F: 3 clusters Score -2886208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Entering Unmasked Estep 
Score: -151773696.000000 Penalty: 143893.796875
Splitting cluster 15 changes total score from -151759312.000000 to -151773696.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 16 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -163683.156250 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -163683.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161718.125000 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -161718.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162375.203125 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -162375.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162807.343750 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -162807.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -163163.703125 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -163163.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163458.515625 Penalty: 3500.290283
	Iteration 4F: 3 clusters Score -163458.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163666.203125 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -163666.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -163869.781250 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -163869.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -163989.828125 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -163989.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164053.640625 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -164053.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164092.437500 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -164092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164112.078125 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -164112.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164132.625000 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -164132.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164152.140625 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -164152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -164171.343750 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -164171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -164191.046875 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -164191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -164209.578125 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -164209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -164229.875000 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -164229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -164248.765625 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -164248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164255.640625 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -164255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164258.828125 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -164258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164258.828125 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -164258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 22864 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Entering Unmasked Estep 
Score: -151772896.000000 Penalty: 147319.843750
Splitting cluster 16 changes total score from -151759312.000000 to -151772896.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 17 (22864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Entering Unmasked Estep 
Score: -3156338.000000 Penalty: 2489.255127
	Iteration 0F: 2 clusters Score -3156338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3140516.250000 Penalty: 4978.510254
	Iteration 0F: 3 clusters Score -3140516 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3147365.750000 Penalty: 4978.510254
	Iteration 1F: 3 clusters Score -3147366 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3149775.250000 Penalty: 4978.510254
	Iteration 2F: 3 clusters Score -3149775 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3151977.750000 Penalty: 4978.510254
	Iteration 3F: 3 clusters Score -3151978 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3153747.000000 Penalty: 4978.510254
	Iteration 4F: 3 clusters Score -3153747 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3154813.500000 Penalty: 4978.510254
	Iteration 5F: 3 clusters Score -3154814 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3155490.250000 Penalty: 4978.510254
	Iteration 6Q: 3 clusters Score -3155490 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3155943.750000 Penalty: 4978.510254
	Iteration 7Q: 3 clusters Score -3155944 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3156230.500000 Penalty: 4978.510254
	Iteration 8Q: 3 clusters Score -3156230 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3156530.250000 Penalty: 4978.510254
	Iteration 9Q: 3 clusters Score -3156530 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3156856.750000 Penalty: 4978.510254
	Iteration 10Q: 3 clusters Score -3156857 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3157214.250000 Penalty: 4978.510254
	Iteration 11Q: 3 clusters Score -3157214 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3157576.250000 Penalty: 4978.510254
	Iteration 12Q: 3 clusters Score -3157576 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3158016.250000 Penalty: 4978.510254
	Iteration 13Q: 3 clusters Score -3158016 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3158493.750000 Penalty: 4978.510254
	Iteration 14Q: 3 clusters Score -3158494 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3158958.500000 Penalty: 4978.510254
	Iteration 15Q: 3 clusters Score -3158958 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3159417.750000 Penalty: 4978.510254
	Iteration 16Q: 3 clusters Score -3159418 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3159823.750000 Penalty: 4978.510254
	Iteration 17Q: 3 clusters Score -3159824 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3160045.250000 Penalty: 4978.510254
	Iteration 18Q: 3 clusters Score -3160045 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3160213.000000 Penalty: 4978.510254
	Iteration 19Q: 3 clusters Score -3160213 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3160350.000000 Penalty: 4978.510254
	Iteration 20F: 3 clusters Score -3160350 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3160418.250000 Penalty: 4978.510254
	Iteration 21Q: 3 clusters Score -3160418 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3160470.000000 Penalty: 4978.510254
	Iteration 22Q: 3 clusters Score -3160470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3160514.000000 Penalty: 4978.510254
	Iteration 23Q: 3 clusters Score -3160514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3160529.500000 Penalty: 4978.510254
	Iteration 24Q: 3 clusters Score -3160530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3160533.250000 Penalty: 4978.510254
	Iteration 25Q: 3 clusters Score -3160533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3160536.750000 Penalty: 4978.510254
	Iteration 26Q: 3 clusters Score -3160537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3160550.500000 Penalty: 4978.510254
	Iteration 27Q: 3 clusters Score -3160550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3160566.750000 Penalty: 4978.510254
	Iteration 28Q: 3 clusters Score -3160567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3160563.500000 Penalty: 4978.510254
	Iteration 29Q: 3 clusters Score -3160564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3160569.000000 Penalty: 4978.510254
	Iteration 30Q: 3 clusters Score -3160569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3160571.750000 Penalty: 4978.510254
	Iteration 31Q: 3 clusters Score -3160572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3160560.750000 Penalty: 4978.510254
	Iteration 32Q: 3 clusters Score -3160561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3160556.750000 Penalty: 4978.510254
	Iteration 33Q: 3 clusters Score -3160557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3160561.250000 Penalty: 4978.510254
	Iteration 34Q: 3 clusters Score -3160561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3160573.250000 Penalty: 4978.510254
	Iteration 35Q: 3 clusters Score -3160573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3160572.250000 Penalty: 4978.510254
	Iteration 36Q: 3 clusters Score -3160572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3160569.500000 Penalty: 4978.510254
	Iteration 37Q: 3 clusters Score -3160570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3160571.750000 Penalty: 4978.510254
	Iteration 38Q: 3 clusters Score -3160572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3160572.250000 Penalty: 4978.510254
	Iteration 39Q: 3 clusters Score -3160572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3160576.000000 Penalty: 4978.510254
	Iteration 40F: 3 clusters Score -3160576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3160578.500000 Penalty: 4978.510254
	Iteration 41Q: 3 clusters Score -3160578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3160587.000000 Penalty: 4978.510254
	Iteration 42Q: 3 clusters Score -3160587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3160585.750000 Penalty: 4978.510254
	Iteration 43Q: 3 clusters Score -3160586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3160584.500000 Penalty: 4978.510254
	Iteration 44Q: 3 clusters Score -3160584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3160578.750000 Penalty: 4978.510254
	Iteration 45Q: 3 clusters Score -3160579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3160582.750000 Penalty: 4978.510254
	Iteration 46Q: 3 clusters Score -3160583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3160585.000000 Penalty: 4978.510254
	Iteration 47Q: 3 clusters Score -3160585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3160584.500000 Penalty: 4978.510254
	Iteration 48Q: 3 clusters Score -3160584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3160584.500000 Penalty: 4978.510254
	Iteration 49F: 3 clusters Score -3160584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Entering Unmasked Estep 
Score: -151776448.000000 Penalty: 150745.890625
Splitting cluster 17 changes total score from -151759312.000000 to -151776448.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (46298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Entering Unmasked Estep 
Score: -6892639.500000 Penalty: 2664.227783
	Iteration 0F: 2 clusters Score -6892640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6861592.500000 Penalty: 5328.455566
	Iteration 0F: 3 clusters Score -6861592 nChanged 21206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6874508.000000 Penalty: 5328.455566
	Iteration 1F: 3 clusters Score -6874508 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -6876340.000000 Penalty: 5328.455566
	Iteration 2F: 3 clusters Score -6876340 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6878114.000000 Penalty: 5328.455566
	Iteration 3F: 3 clusters Score -6878114 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -6879739.000000 Penalty: 5328.455566
	Iteration 4F: 3 clusters Score -6879739 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -6881419.000000 Penalty: 5328.455566
	Iteration 5F: 3 clusters Score -6881419 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -6883076.500000 Penalty: 5328.455566
	Iteration 6F: 3 clusters Score -6883076 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -6884735.000000 Penalty: 5328.455566
	Iteration 7F: 3 clusters Score -6884735 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -6886268.000000 Penalty: 5328.455566
	Iteration 8Q: 3 clusters Score -6886268 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -6887685.000000 Penalty: 5328.455566
	Iteration 9Q: 3 clusters Score -6887685 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -6888941.500000 Penalty: 5328.455566
	Iteration 10Q: 3 clusters Score -6888942 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -6889870.000000 Penalty: 5328.455566
	Iteration 11Q: 3 clusters Score -6889870 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6890748.000000 Penalty: 5328.455566
	Iteration 12Q: 3 clusters Score -6890748 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -6891477.000000 Penalty: 5328.455566
	Iteration 13Q: 3 clusters Score -6891477 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -6892069.500000 Penalty: 5328.455566
	Iteration 14Q: 3 clusters Score -6892070 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -6892512.500000 Penalty: 5328.455566
	Iteration 15Q: 3 clusters Score -6892512 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -6892796.000000 Penalty: 5328.455566
	Iteration 16Q: 3 clusters Score -6892796 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -6892970.000000 Penalty: 5328.455566
	Iteration 17Q: 3 clusters Score -6892970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -6893101.000000 Penalty: 5328.455566
	Iteration 18Q: 3 clusters Score -6893101 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -6893186.500000 Penalty: 5328.455566
	Iteration 19Q: 3 clusters Score -6893186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -6893223.500000 Penalty: 5328.455566
	Iteration 20F: 3 clusters Score -6893224 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -6893228.000000 Penalty: 5328.455566
	Iteration 21Q: 3 clusters Score -6893228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -6893248.000000 Penalty: 5328.455566
	Iteration 22Q: 3 clusters Score -6893248 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -6893269.000000 Penalty: 5328.455566
	Iteration 23Q: 3 clusters Score -6893269 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6893297.500000 Penalty: 5328.455566
	Iteration 24Q: 3 clusters Score -6893298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -6893346.500000 Penalty: 5328.455566
	Iteration 25Q: 3 clusters Score -6893346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -6893365.000000 Penalty: 5328.455566
	Iteration 26Q: 3 clusters Score -6893365 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -6893373.000000 Penalty: 5328.455566
	Iteration 27Q: 3 clusters Score -6893373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -6893382.500000 Penalty: 5328.455566
	Iteration 28Q: 3 clusters Score -6893382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -6893371.500000 Penalty: 5328.455566
	Iteration 29Q: 3 clusters Score -6893372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -6893385.500000 Penalty: 5328.455566
	Iteration 30Q: 3 clusters Score -6893386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -6893385.000000 Penalty: 5328.455566
	Iteration 31Q: 3 clusters Score -6893385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -6893393.500000 Penalty: 5328.455566
	Iteration 32Q: 3 clusters Score -6893394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -6893396.500000 Penalty: 5328.455566
	Iteration 33Q: 3 clusters Score -6893396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -6893395.000000 Penalty: 5328.455566
	Iteration 34Q: 3 clusters Score -6893395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -6893401.000000 Penalty: 5328.455566
	Iteration 35Q: 3 clusters Score -6893401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -6893401.000000 Penalty: 5328.455566
	Iteration 36Q: 3 clusters Score -6893401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -6893397.000000 Penalty: 5328.455566
	Iteration 37Q: 3 clusters Score -6893397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -6893395.000000 Penalty: 5328.455566
	Iteration 38Q: 3 clusters Score -6893395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -6893396.000000 Penalty: 5328.455566
	Iteration 39Q: 3 clusters Score -6893396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -6893401.500000 Penalty: 5328.455566
	Iteration 40F: 3 clusters Score -6893402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -6893401.000000 Penalty: 5328.455566
	Iteration 41Q: 3 clusters Score -6893401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6893398.000000 Penalty: 5328.455566
	Iteration 42Q: 3 clusters Score -6893398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -6893399.000000 Penalty: 5328.455566
	Iteration 43Q: 3 clusters Score -6893399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6893406.500000 Penalty: 5328.455566
	Iteration 44Q: 3 clusters Score -6893406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6893403.000000 Penalty: 5328.455566
	Iteration 45Q: 3 clusters Score -6893403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -6893411.500000 Penalty: 5328.455566
	Iteration 46Q: 3 clusters Score -6893412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -6893410.000000 Penalty: 5328.455566
	Iteration 47Q: 3 clusters Score -6893410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6893414.500000 Penalty: 5328.455566
	Iteration 48Q: 3 clusters Score -6893414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -6893417.500000 Penalty: 5328.455566
	Iteration 49Q: 3 clusters Score -6893418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -6893419.500000 Penalty: 5328.455566
	Iteration 50Q: 3 clusters Score -6893420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -6893421.000000 Penalty: 5328.455566
	Iteration 51Q: 3 clusters Score -6893421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -6893424.500000 Penalty: 5328.455566
	Iteration 52Q: 3 clusters Score -6893424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -6893427.500000 Penalty: 5328.455566
	Iteration 53Q: 3 clusters Score -6893428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -6893422.500000 Penalty: 5328.455566
	Iteration 54Q: 3 clusters Score -6893422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -6893434.000000 Penalty: 5328.455566
	Iteration 55Q: 3 clusters Score -6893434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -6893426.000000 Penalty: 5328.455566
	Iteration 56Q: 3 clusters Score -6893426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -6893425.000000 Penalty: 5328.455566
	Iteration 57Q: 3 clusters Score -6893425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -6893435.500000 Penalty: 5328.455566
	Iteration 58Q: 3 clusters Score -6893436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -6893434.000000 Penalty: 5328.455566
	Iteration 59Q: 3 clusters Score -6893434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -6893436.500000 Penalty: 5328.455566
	Iteration 60F: 3 clusters Score -6893436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -6893443.000000 Penalty: 5328.455566
	Iteration 61Q: 3 clusters Score -6893443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -6893445.500000 Penalty: 5328.455566
	Iteration 62Q: 3 clusters Score -6893446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6893444.500000 Penalty: 5328.455566
	Iteration 63Q: 3 clusters Score -6893444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -6893442.000000 Penalty: 5328.455566
	Iteration 64Q: 3 clusters Score -6893442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -6893442.500000 Penalty: 5328.455566
	Iteration 65Q: 3 clusters Score -6893442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -6893449.500000 Penalty: 5328.455566
	Iteration 66Q: 3 clusters Score -6893450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -6893449.500000 Penalty: 5328.455566
	Iteration 67Q: 3 clusters Score -6893450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -6893461.000000 Penalty: 5328.455566
	Iteration 68Q: 3 clusters Score -6893461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6893459.000000 Penalty: 5328.455566
	Iteration 69Q: 3 clusters Score -6893459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6893454.000000 Penalty: 5328.455566
	Iteration 70Q: 3 clusters Score -6893454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -6893450.500000 Penalty: 5328.455566
	Iteration 71Q: 3 clusters Score -6893450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6893456.500000 Penalty: 5328.455566
	Iteration 72Q: 3 clusters Score -6893456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -6893453.500000 Penalty: 5328.455566
	Iteration 73Q: 3 clusters Score -6893454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6893454.000000 Penalty: 5328.455566
	Iteration 74Q: 3 clusters Score -6893454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -6893450.000000 Penalty: 5328.455566
	Iteration 75Q: 3 clusters Score -6893450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -6893457.500000 Penalty: 5328.455566
	Iteration 76Q: 3 clusters Score -6893458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -6893458.500000 Penalty: 5328.455566
	Iteration 77Q: 3 clusters Score -6893458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -6893453.000000 Penalty: 5328.455566
	Iteration 78Q: 3 clusters Score -6893453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6893459.500000 Penalty: 5328.455566
	Iteration 79Q: 3 clusters Score -6893460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -6893458.500000 Penalty: 5328.455566
	Iteration 80F: 3 clusters Score -6893458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -6893462.000000 Penalty: 5328.455566
	Iteration 81Q: 3 clusters Score -6893462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -6893472.000000 Penalty: 5328.455566
	Iteration 82Q: 3 clusters Score -6893472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -6893475.500000 Penalty: 5328.455566
	Iteration 83Q: 3 clusters Score -6893476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -6893475.000000 Penalty: 5328.455566
	Iteration 84Q: 3 clusters Score -6893475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6893471.000000 Penalty: 5328.455566
	Iteration 85Q: 3 clusters Score -6893471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -6893473.500000 Penalty: 5328.455566
	Iteration 86Q: 3 clusters Score -6893474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -6893482.000000 Penalty: 5328.455566
	Iteration 87Q: 3 clusters Score -6893482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -6893485.000000 Penalty: 5328.455566
	Iteration 88Q: 3 clusters Score -6893485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -6893493.000000 Penalty: 5328.455566
	Iteration 89Q: 3 clusters Score -6893493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -6893490.500000 Penalty: 5328.455566
	Iteration 90Q: 3 clusters Score -6893490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -6893492.000000 Penalty: 5328.455566
	Iteration 91Q: 3 clusters Score -6893492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -6893483.500000 Penalty: 5328.455566
	Iteration 92Q: 3 clusters Score -6893484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6893485.000000 Penalty: 5328.455566
	Iteration 93Q: 3 clusters Score -6893485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6893489.000000 Penalty: 5328.455566
	Iteration 94Q: 3 clusters Score -6893489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -6893485.500000 Penalty: 5328.455566
	Iteration 95Q: 3 clusters Score -6893486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6893482.500000 Penalty: 5328.455566
	Iteration 96Q: 3 clusters Score -6893482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -6893481.000000 Penalty: 5328.455566
	Iteration 97Q: 3 clusters Score -6893481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -6893481.000000 Penalty: 5328.455566
	Iteration 98Q: 3 clusters Score -6893481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -6893482.500000 Penalty: 5328.455566
	Iteration 99Q: 3 clusters Score -6893482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -6893480.500000 Penalty: 5328.455566
	Iteration 100F: 3 clusters Score -6893480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -6893484.500000 Penalty: 5328.455566
	Iteration 101Q: 3 clusters Score -6893484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6893478.000000 Penalty: 5328.455566
	Iteration 102Q: 3 clusters Score -6893478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -6893478.000000 Penalty: 5328.455566
	Iteration 103Q: 3 clusters Score -6893478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -6893478.000000 Penalty: 5328.455566
	Iteration 104Q: 3 clusters Score -6893478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -6893479.500000 Penalty: 5328.455566
	Iteration 105Q: 3 clusters Score -6893480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -6893482.000000 Penalty: 5328.455566
	Iteration 106Q: 3 clusters Score -6893482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -6893480.000000 Penalty: 5328.455566
	Iteration 107Q: 3 clusters Score -6893480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -6893483.000000 Penalty: 5328.455566
	Iteration 108Q: 3 clusters Score -6893483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -6893483.000000 Penalty: 5328.455566
	Iteration 109F: 3 clusters Score -6893483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Entering Unmasked Estep 
Score: -151776640.000000 Penalty: 154171.921875
Splitting cluster 18 changes total score from -151759312.000000 to -151776640.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 19 (79371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Entering Unmasked Estep 
Score: -12570067.000000 Penalty: 2797.908203
	Iteration 0F: 2 clusters Score -1.257007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -12517572.000000 Penalty: 5595.816406
	Iteration 0F: 3 clusters Score -1.251757e+07 nChanged 37296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -12538240.000000 Penalty: 5595.816406
	Iteration 1F: 3 clusters Score -1.253824e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -12538882.000000 Penalty: 5595.816406
	Iteration 2Q: 3 clusters Score -1.253888e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -12539692.000000 Penalty: 5595.816406
	Iteration 3Q: 3 clusters Score -1.253969e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -12540500.000000 Penalty: 5595.816406
	Iteration 4Q: 3 clusters Score -1.25405e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -12541573.000000 Penalty: 5595.816406
	Iteration 5Q: 3 clusters Score -1.254157e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -12542618.000000 Penalty: 5595.816406
	Iteration 6Q: 3 clusters Score -1.254262e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -12543881.000000 Penalty: 5595.816406
	Iteration 7Q: 3 clusters Score -1.254388e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -12545347.000000 Penalty: 5595.816406
	Iteration 8Q: 3 clusters Score -1.254535e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -12546808.000000 Penalty: 5595.816406
	Iteration 9Q: 3 clusters Score -1.254681e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -12548242.000000 Penalty: 5595.816406
	Iteration 10Q: 3 clusters Score -1.254824e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -12549572.000000 Penalty: 5595.816406
	Iteration 11Q: 3 clusters Score -1.254957e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -12550850.000000 Penalty: 5595.816406
	Iteration 12Q: 3 clusters Score -1.255085e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -12552258.000000 Penalty: 5595.816406
	Iteration 13Q: 3 clusters Score -1.255226e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -12553999.000000 Penalty: 5595.816406
	Iteration 14Q: 3 clusters Score -1.2554e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -12556199.000000 Penalty: 5595.816406
	Iteration 15Q: 3 clusters Score -1.25562e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -12558789.000000 Penalty: 5595.816406
	Iteration 16Q: 3 clusters Score -1.255879e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -12561519.000000 Penalty: 5595.816406
	Iteration 17Q: 3 clusters Score -1.256152e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -12563645.000000 Penalty: 5595.816406
	Iteration 18Q: 3 clusters Score -1.256364e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -12565095.000000 Penalty: 5595.816406
	Iteration 19Q: 3 clusters Score -1.25651e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -12565894.000000 Penalty: 5595.816406
	Iteration 20F: 3 clusters Score -1.256589e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -12566418.000000 Penalty: 5595.816406
	Iteration 21Q: 3 clusters Score -1.256642e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -12566769.000000 Penalty: 5595.816406
	Iteration 22Q: 3 clusters Score -1.256677e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -12567046.000000 Penalty: 5595.816406
	Iteration 23Q: 3 clusters Score -1.256705e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -12567249.000000 Penalty: 5595.816406
	Iteration 24Q: 3 clusters Score -1.256725e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -12567349.000000 Penalty: 5595.816406
	Iteration 25Q: 3 clusters Score -1.256735e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -12567419.000000 Penalty: 5595.816406
	Iteration 26Q: 3 clusters Score -1.256742e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -12567439.000000 Penalty: 5595.816406
	Iteration 27Q: 3 clusters Score -1.256744e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -12567457.000000 Penalty: 5595.816406
	Iteration 28Q: 3 clusters Score -1.256746e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -12567463.000000 Penalty: 5595.816406
	Iteration 29Q: 3 clusters Score -1.256746e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -12567499.000000 Penalty: 5595.816406
	Iteration 30Q: 3 clusters Score -1.25675e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -12567489.000000 Penalty: 5595.816406
	Iteration 31Q: 3 clusters Score -1.256749e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -12567488.000000 Penalty: 5595.816406
	Iteration 32Q: 3 clusters Score -1.256749e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -12567491.000000 Penalty: 5595.816406
	Iteration 33Q: 3 clusters Score -1.256749e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -12567498.000000 Penalty: 5595.816406
	Iteration 34Q: 3 clusters Score -1.25675e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -12567511.000000 Penalty: 5595.816406
	Iteration 35Q: 3 clusters Score -1.256751e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -12567540.000000 Penalty: 5595.816406
	Iteration 36Q: 3 clusters Score -1.256754e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 68311 members 
Entering Unmasked Estep 
Score: -12567538.000000 Penalty: 5595.816406
	Iteration 37Q: 3 clusters Score -1.256754e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -12567555.000000 Penalty: 5595.816406
	Iteration 38Q: 3 clusters Score -1.256756e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -12567558.000000 Penalty: 5595.816406
	Iteration 39Q: 3 clusters Score -1.256756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -12567562.000000 Penalty: 5595.816406
	Iteration 40F: 3 clusters Score -1.256756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 68479 members 
Entering Unmasked Estep 
Score: -12567566.000000 Penalty: 5595.816406
	Iteration 41Q: 3 clusters Score -1.256757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -12567575.000000 Penalty: 5595.816406
	Iteration 42Q: 3 clusters Score -1.256758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -12567559.000000 Penalty: 5595.816406
	Iteration 43Q: 3 clusters Score -1.256756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -12567566.000000 Penalty: 5595.816406
	Iteration 44Q: 3 clusters Score -1.256757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -12567578.000000 Penalty: 5595.816406
	Iteration 45Q: 3 clusters Score -1.256758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -12567570.000000 Penalty: 5595.816406
	Iteration 46Q: 3 clusters Score -1.256757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -12567575.000000 Penalty: 5595.816406
	Iteration 47Q: 3 clusters Score -1.256758e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -12567576.000000 Penalty: 5595.816406
	Iteration 48Q: 3 clusters Score -1.256758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -12567579.000000 Penalty: 5595.816406
	Iteration 49Q: 3 clusters Score -1.256758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -12567568.000000 Penalty: 5595.816406
	Iteration 50Q: 3 clusters Score -1.256757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -12567574.000000 Penalty: 5595.816406
	Iteration 51Q: 3 clusters Score -1.256757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -12567570.000000 Penalty: 5595.816406
	Iteration 52Q: 3 clusters Score -1.256757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -12567578.000000 Penalty: 5595.816406
	Iteration 53Q: 3 clusters Score -1.256758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -12567577.000000 Penalty: 5595.816406
	Iteration 54Q: 3 clusters Score -1.256758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -12567576.000000 Penalty: 5595.816406
	Iteration 55Q: 3 clusters Score -1.256758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -12567568.000000 Penalty: 5595.816406
	Iteration 56Q: 3 clusters Score -1.256757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -12567579.000000 Penalty: 5595.816406
	Iteration 57Q: 3 clusters Score -1.256758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -12567561.000000 Penalty: 5595.816406
	Iteration 58Q: 3 clusters Score -1.256756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -12567566.000000 Penalty: 5595.816406
	Iteration 59Q: 3 clusters Score -1.256757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -12567575.000000 Penalty: 5595.816406
	Iteration 60F: 3 clusters Score -1.256758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -12567565.000000 Penalty: 5595.816406
	Iteration 61Q: 3 clusters Score -1.256756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -12567571.000000 Penalty: 5595.816406
	Iteration 62Q: 3 clusters Score -1.256757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -12567581.000000 Penalty: 5595.816406
	Iteration 63Q: 3 clusters Score -1.256758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -12567572.000000 Penalty: 5595.816406
	Iteration 64Q: 3 clusters Score -1.256757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -12567580.000000 Penalty: 5595.816406
	Iteration 65Q: 3 clusters Score -1.256758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -12567577.000000 Penalty: 5595.816406
	Iteration 66Q: 3 clusters Score -1.256758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -12567566.000000 Penalty: 5595.816406
	Iteration 67Q: 3 clusters Score -1.256757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -12567570.000000 Penalty: 5595.816406
	Iteration 68Q: 3 clusters Score -1.256757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -12567572.000000 Penalty: 5595.816406
	Iteration 69Q: 3 clusters Score -1.256757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -12567577.000000 Penalty: 5595.816406
	Iteration 70Q: 3 clusters Score -1.256758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -12567584.000000 Penalty: 5595.816406
	Iteration 71Q: 3 clusters Score -1.256758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -12567574.000000 Penalty: 5595.816406
	Iteration 72Q: 3 clusters Score -1.256757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -12567591.000000 Penalty: 5595.816406
	Iteration 73Q: 3 clusters Score -1.256759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -12567589.000000 Penalty: 5595.816406
	Iteration 74Q: 3 clusters Score -1.256759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -12567586.000000 Penalty: 5595.816406
	Iteration 75Q: 3 clusters Score -1.256759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -12567578.000000 Penalty: 5595.816406
	Iteration 76Q: 3 clusters Score -1.256758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -12567584.000000 Penalty: 5595.816406
	Iteration 77Q: 3 clusters Score -1.256758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -12567580.000000 Penalty: 5595.816406
	Iteration 78Q: 3 clusters Score -1.256758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -12567576.000000 Penalty: 5595.816406
	Iteration 79Q: 3 clusters Score -1.256758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -12567576.000000 Penalty: 5595.816406
	Iteration 80F: 3 clusters Score -1.256758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Entering Unmasked Estep 
Score: -3018251.750000 Penalty: 2442.782471
	Iteration 0F: 2 clusters Score -3018252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3004856.750000 Penalty: 4885.564941
	Iteration 0F: 3 clusters Score -3004857 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3009441.250000 Penalty: 4885.564941
	Iteration 1F: 3 clusters Score -3009441 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3009995.250000 Penalty: 4885.564941
	Iteration 2F: 3 clusters Score -3009995 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3010737.250000 Penalty: 4885.564941
	Iteration 3F: 3 clusters Score -3010737 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3011729.000000 Penalty: 4885.564941
	Iteration 4F: 3 clusters Score -3011729 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3012795.000000 Penalty: 4885.564941
	Iteration 5F: 3 clusters Score -3012795 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3013703.000000 Penalty: 4885.564941
	Iteration 6F: 3 clusters Score -3013703 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3014406.750000 Penalty: 4885.564941
	Iteration 7F: 3 clusters Score -3014407 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3014858.000000 Penalty: 4885.564941
	Iteration 8Q: 3 clusters Score -3014858 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3015236.250000 Penalty: 4885.564941
	Iteration 9Q: 3 clusters Score -3015236 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3015645.500000 Penalty: 4885.564941
	Iteration 10Q: 3 clusters Score -3015646 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3016060.250000 Penalty: 4885.564941
	Iteration 11Q: 3 clusters Score -3016060 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3016423.500000 Penalty: 4885.564941
	Iteration 12Q: 3 clusters Score -3016424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3016766.750000 Penalty: 4885.564941
	Iteration 13Q: 3 clusters Score -3016767 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3017030.250000 Penalty: 4885.564941
	Iteration 14Q: 3 clusters Score -3017030 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3017173.000000 Penalty: 4885.564941
	Iteration 15Q: 3 clusters Score -3017173 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3017303.250000 Penalty: 4885.564941
	Iteration 16Q: 3 clusters Score -3017303 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3017411.750000 Penalty: 4885.564941
	Iteration 17Q: 3 clusters Score -3017412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3017535.500000 Penalty: 4885.564941
	Iteration 18Q: 3 clusters Score -3017536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3017612.250000 Penalty: 4885.564941
	Iteration 19Q: 3 clusters Score -3017612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3017686.500000 Penalty: 4885.564941
	Iteration 20F: 3 clusters Score -3017686 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3017752.500000 Penalty: 4885.564941
	Iteration 21Q: 3 clusters Score -3017752 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3017811.000000 Penalty: 4885.564941
	Iteration 22Q: 3 clusters Score -3017811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3017859.000000 Penalty: 4885.564941
	Iteration 23Q: 3 clusters Score -3017859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3017903.500000 Penalty: 4885.564941
	Iteration 24Q: 3 clusters Score -3017904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -3017934.000000 Penalty: 4885.564941
	Iteration 25Q: 3 clusters Score -3017934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3017967.500000 Penalty: 4885.564941
	Iteration 26Q: 3 clusters Score -3017968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3017984.500000 Penalty: 4885.564941
	Iteration 27Q: 3 clusters Score -3017984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3018010.500000 Penalty: 4885.564941
	Iteration 28Q: 3 clusters Score -3018010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3018036.250000 Penalty: 4885.564941
	Iteration 29Q: 3 clusters Score -3018036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3018065.500000 Penalty: 4885.564941
	Iteration 30Q: 3 clusters Score -3018066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3018078.250000 Penalty: 4885.564941
	Iteration 31Q: 3 clusters Score -3018078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3018081.500000 Penalty: 4885.564941
	Iteration 32Q: 3 clusters Score -3018082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3018091.750000 Penalty: 4885.564941
	Iteration 33Q: 3 clusters Score -3018092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3018087.750000 Penalty: 4885.564941
	Iteration 34Q: 3 clusters Score -3018088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3018100.750000 Penalty: 4885.564941
	Iteration 35Q: 3 clusters Score -3018101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3018101.500000 Penalty: 4885.564941
	Iteration 36Q: 3 clusters Score -3018102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3018104.250000 Penalty: 4885.564941
	Iteration 37Q: 3 clusters Score -3018104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3018110.000000 Penalty: 4885.564941
	Iteration 38Q: 3 clusters Score -3018110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3018109.750000 Penalty: 4885.564941
	Iteration 39Q: 3 clusters Score -3018110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3018117.000000 Penalty: 4885.564941
	Iteration 40F: 3 clusters Score -3018117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3018112.000000 Penalty: 4885.564941
	Iteration 41Q: 3 clusters Score -3018112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3018116.500000 Penalty: 4885.564941
	Iteration 42Q: 3 clusters Score -3018116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3018115.500000 Penalty: 4885.564941
	Iteration 43Q: 3 clusters Score -3018116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3018114.500000 Penalty: 4885.564941
	Iteration 44Q: 3 clusters Score -3018114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3018110.250000 Penalty: 4885.564941
	Iteration 45Q: 3 clusters Score -3018110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3018111.750000 Penalty: 4885.564941
	Iteration 46Q: 3 clusters Score -3018112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3018120.500000 Penalty: 4885.564941
	Iteration 47Q: 3 clusters Score -3018120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3018120.500000 Penalty: 4885.564941
	Iteration 48Q: 3 clusters Score -3018120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3018125.500000 Penalty: 4885.564941
	Iteration 49Q: 3 clusters Score -3018126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3018128.000000 Penalty: 4885.564941
	Iteration 50Q: 3 clusters Score -3018128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3018126.500000 Penalty: 4885.564941
	Iteration 51Q: 3 clusters Score -3018126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3018129.500000 Penalty: 4885.564941
	Iteration 52Q: 3 clusters Score -3018130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3018132.250000 Penalty: 4885.564941
	Iteration 53Q: 3 clusters Score -3018132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3018138.750000 Penalty: 4885.564941
	Iteration 54Q: 3 clusters Score -3018139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3018146.750000 Penalty: 4885.564941
	Iteration 55Q: 3 clusters Score -3018147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3018151.500000 Penalty: 4885.564941
	Iteration 56Q: 3 clusters Score -3018152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3018154.250000 Penalty: 4885.564941
	Iteration 57Q: 3 clusters Score -3018154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3018157.000000 Penalty: 4885.564941
	Iteration 58Q: 3 clusters Score -3018157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3018156.250000 Penalty: 4885.564941
	Iteration 59Q: 3 clusters Score -3018156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3018162.750000 Penalty: 4885.564941
	Iteration 60F: 3 clusters Score -3018163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3018166.250000 Penalty: 4885.564941
	Iteration 61Q: 3 clusters Score -3018166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3018159.250000 Penalty: 4885.564941
	Iteration 62Q: 3 clusters Score -3018159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3018166.000000 Penalty: 4885.564941
	Iteration 63Q: 3 clusters Score -3018166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3018169.500000 Penalty: 4885.564941
	Iteration 64Q: 3 clusters Score -3018170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3018166.500000 Penalty: 4885.564941
	Iteration 65Q: 3 clusters Score -3018166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3018169.000000 Penalty: 4885.564941
	Iteration 66Q: 3 clusters Score -3018169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3018169.500000 Penalty: 4885.564941
	Iteration 67Q: 3 clusters Score -3018170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3018168.750000 Penalty: 4885.564941
	Iteration 68Q: 3 clusters Score -3018169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3018169.000000 Penalty: 4885.564941
	Iteration 69Q: 3 clusters Score -3018169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -3018176.250000 Penalty: 4885.564941
	Iteration 70Q: 3 clusters Score -3018176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3018175.750000 Penalty: 4885.564941
	Iteration 71Q: 3 clusters Score -3018176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3018177.500000 Penalty: 4885.564941
	Iteration 72Q: 3 clusters Score -3018178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3018177.500000 Penalty: 4885.564941
	Iteration 73F: 3 clusters Score -3018178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Entering Unmasked Estep 
Score: -234342.437500 Penalty: 1840.006348
	Iteration 0F: 2 clusters Score -234342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -232048.828125 Penalty: 3680.012695
	Iteration 0F: 3 clusters Score -232048.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232803.890625 Penalty: 3680.012695
	Iteration 1F: 3 clusters Score -232803.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -233392.546875 Penalty: 3680.012695
	Iteration 2F: 3 clusters Score -233392.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -234039.500000 Penalty: 3680.012695
	Iteration 3F: 3 clusters Score -234039.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234728.703125 Penalty: 3680.012695
	Iteration 4F: 3 clusters Score -234728.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -235139.562500 Penalty: 3680.012695
	Iteration 5F: 3 clusters Score -235139.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -235350.250000 Penalty: 3680.012695
	Iteration 6Q: 3 clusters Score -235350.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -235456.015625 Penalty: 3680.012695
	Iteration 7Q: 3 clusters Score -235456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -235561.078125 Penalty: 3680.012695
	Iteration 8Q: 3 clusters Score -235561.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -235652.531250 Penalty: 3680.012695
	Iteration 9Q: 3 clusters Score -235652.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235756.609375 Penalty: 3680.012695
	Iteration 10Q: 3 clusters Score -235756.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -235979.265625 Penalty: 3680.012695
	Iteration 11Q: 3 clusters Score -235979.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -236236.906250 Penalty: 3680.012695
	Iteration 12Q: 3 clusters Score -236236.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -236362.796875 Penalty: 3680.012695
	Iteration 13Q: 3 clusters Score -236362.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -236408.062500 Penalty: 3680.012695
	Iteration 14Q: 3 clusters Score -236408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -236420.203125 Penalty: 3680.012695
	Iteration 15Q: 3 clusters Score -236420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -236423.937500 Penalty: 3680.012695
	Iteration 16Q: 3 clusters Score -236423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -236423.937500 Penalty: 3680.012695
	Iteration 17F: 3 clusters Score -236423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 33183 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Entering Unmasked Estep 
Score: -151777296.000000 Penalty: 157597.968750
Splitting cluster 21 changes total score from -151759312.000000 to -151777296.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 22 (33183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Entering Unmasked Estep 
Score: -4938487.000000 Penalty: 2581.628662
	Iteration 0F: 2 clusters Score -4938487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4915974.000000 Penalty: 5163.257324
	Iteration 0F: 3 clusters Score -4915974 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4924589.500000 Penalty: 5163.257324
	Iteration 1F: 3 clusters Score -4924590 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4926007.500000 Penalty: 5163.257324
	Iteration 2F: 3 clusters Score -4926008 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4927604.000000 Penalty: 5163.257324
	Iteration 3F: 3 clusters Score -4927604 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4929060.000000 Penalty: 5163.257324
	Iteration 4F: 3 clusters Score -4929060 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4930292.000000 Penalty: 5163.257324
	Iteration 5F: 3 clusters Score -4930292 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4931291.000000 Penalty: 5163.257324
	Iteration 6F: 3 clusters Score -4931291 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4932144.500000 Penalty: 5163.257324
	Iteration 7Q: 3 clusters Score -4932144 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4932856.500000 Penalty: 5163.257324
	Iteration 8Q: 3 clusters Score -4932856 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4933439.000000 Penalty: 5163.257324
	Iteration 9Q: 3 clusters Score -4933439 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4933950.000000 Penalty: 5163.257324
	Iteration 10Q: 3 clusters Score -4933950 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4934358.000000 Penalty: 5163.257324
	Iteration 11Q: 3 clusters Score -4934358 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4934704.500000 Penalty: 5163.257324
	Iteration 12Q: 3 clusters Score -4934704 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4935026.500000 Penalty: 5163.257324
	Iteration 13Q: 3 clusters Score -4935026 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4935353.500000 Penalty: 5163.257324
	Iteration 14Q: 3 clusters Score -4935354 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4935619.000000 Penalty: 5163.257324
	Iteration 15Q: 3 clusters Score -4935619 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4935873.500000 Penalty: 5163.257324
	Iteration 16Q: 3 clusters Score -4935874 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4936145.500000 Penalty: 5163.257324
	Iteration 17Q: 3 clusters Score -4936146 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4936376.000000 Penalty: 5163.257324
	Iteration 18Q: 3 clusters Score -4936376 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4936569.500000 Penalty: 5163.257324
	Iteration 19Q: 3 clusters Score -4936570 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4936736.500000 Penalty: 5163.257324
	Iteration 20F: 3 clusters Score -4936736 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4936912.500000 Penalty: 5163.257324
	Iteration 21Q: 3 clusters Score -4936912 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4937043.500000 Penalty: 5163.257324
	Iteration 22Q: 3 clusters Score -4937044 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4937127.000000 Penalty: 5163.257324
	Iteration 23Q: 3 clusters Score -4937127 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4937162.000000 Penalty: 5163.257324
	Iteration 24Q: 3 clusters Score -4937162 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4937212.500000 Penalty: 5163.257324
	Iteration 25Q: 3 clusters Score -4937212 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4937278.500000 Penalty: 5163.257324
	Iteration 26Q: 3 clusters Score -4937278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4937328.500000 Penalty: 5163.257324
	Iteration 27Q: 3 clusters Score -4937328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4937357.500000 Penalty: 5163.257324
	Iteration 28Q: 3 clusters Score -4937358 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4937376.000000 Penalty: 5163.257324
	Iteration 29Q: 3 clusters Score -4937376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4937405.500000 Penalty: 5163.257324
	Iteration 30Q: 3 clusters Score -4937406 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4937434.500000 Penalty: 5163.257324
	Iteration 31Q: 3 clusters Score -4937434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4937458.500000 Penalty: 5163.257324
	Iteration 32Q: 3 clusters Score -4937458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4937477.000000 Penalty: 5163.257324
	Iteration 33Q: 3 clusters Score -4937477 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4937479.500000 Penalty: 5163.257324
	Iteration 34Q: 3 clusters Score -4937480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -4937479.000000 Penalty: 5163.257324
	Iteration 35Q: 3 clusters Score -4937479 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4937480.000000 Penalty: 5163.257324
	Iteration 36Q: 3 clusters Score -4937480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4937492.500000 Penalty: 5163.257324
	Iteration 37Q: 3 clusters Score -4937492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4937511.500000 Penalty: 5163.257324
	Iteration 38Q: 3 clusters Score -4937512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -4937527.500000 Penalty: 5163.257324
	Iteration 39Q: 3 clusters Score -4937528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4937530.000000 Penalty: 5163.257324
	Iteration 40F: 3 clusters Score -4937530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4937525.500000 Penalty: 5163.257324
	Iteration 41Q: 3 clusters Score -4937526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4937528.000000 Penalty: 5163.257324
	Iteration 42Q: 3 clusters Score -4937528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -4937541.500000 Penalty: 5163.257324
	Iteration 43Q: 3 clusters Score -4937542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -4937540.500000 Penalty: 5163.257324
	Iteration 44Q: 3 clusters Score -4937540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4937562.500000 Penalty: 5163.257324
	Iteration 45Q: 3 clusters Score -4937562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4937568.000000 Penalty: 5163.257324
	Iteration 46Q: 3 clusters Score -4937568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4937588.000000 Penalty: 5163.257324
	Iteration 47Q: 3 clusters Score -4937588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4937590.000000 Penalty: 5163.257324
	Iteration 48Q: 3 clusters Score -4937590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4937597.500000 Penalty: 5163.257324
	Iteration 49Q: 3 clusters Score -4937598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4937613.000000 Penalty: 5163.257324
	Iteration 50Q: 3 clusters Score -4937613 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4937608.000000 Penalty: 5163.257324
	Iteration 51Q: 3 clusters Score -4937608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4937617.000000 Penalty: 5163.257324
	Iteration 52Q: 3 clusters Score -4937617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4937634.000000 Penalty: 5163.257324
	Iteration 53Q: 3 clusters Score -4937634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4937640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4937631.000000 Penalty: 5163.257324
	Iteration 55Q: 3 clusters Score -4937631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -4937629.500000 Penalty: 5163.257324
	Iteration 56Q: 3 clusters Score -4937630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4937634.500000 Penalty: 5163.257324
	Iteration 57Q: 3 clusters Score -4937634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4937640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4937644.000000 Penalty: 5163.257324
	Iteration 59Q: 3 clusters Score -4937644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4937645.500000 Penalty: 5163.257324
	Iteration 60F: 3 clusters Score -4937646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4937662.500000 Penalty: 5163.257324
	Iteration 61Q: 3 clusters Score -4937662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4937669.000000 Penalty: 5163.257324
	Iteration 62Q: 3 clusters Score -4937669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4937668.000000 Penalty: 5163.257324
	Iteration 63Q: 3 clusters Score -4937668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4937669.000000 Penalty: 5163.257324
	Iteration 64Q: 3 clusters Score -4937669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4937674.500000 Penalty: 5163.257324
	Iteration 65Q: 3 clusters Score -4937674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4937668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4937668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4937666.500000 Penalty: 5163.257324
	Iteration 68Q: 3 clusters Score -4937666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4937687.500000 Penalty: 5163.257324
	Iteration 69Q: 3 clusters Score -4937688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4937694.500000 Penalty: 5163.257324
	Iteration 70Q: 3 clusters Score -4937694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4937701.000000 Penalty: 5163.257324
	Iteration 71Q: 3 clusters Score -4937701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4937706.500000 Penalty: 5163.257324
	Iteration 72Q: 3 clusters Score -4937706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4937712.500000 Penalty: 5163.257324
	Iteration 73Q: 3 clusters Score -4937712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4937717.000000 Penalty: 5163.257324
	Iteration 74Q: 3 clusters Score -4937717 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4937732.000000 Penalty: 5163.257324
	Iteration 75Q: 3 clusters Score -4937732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4937737.000000 Penalty: 5163.257324
	Iteration 76Q: 3 clusters Score -4937737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4937731.500000 Penalty: 5163.257324
	Iteration 77Q: 3 clusters Score -4937732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4937740.000000 Penalty: 5163.257324
	Iteration 78Q: 3 clusters Score -4937740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -4937742.000000 Penalty: 5163.257324
	Iteration 79Q: 3 clusters Score -4937742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4937737.000000 Penalty: 5163.257324
	Iteration 80F: 3 clusters Score -4937737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -4937759.500000 Penalty: 5163.257324
	Iteration 81Q: 3 clusters Score -4937760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4937783.000000 Penalty: 5163.257324
	Iteration 82Q: 3 clusters Score -4937783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4937776.500000 Penalty: 5163.257324
	Iteration 83Q: 3 clusters Score -4937776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4937788.000000 Penalty: 5163.257324
	Iteration 84Q: 3 clusters Score -4937788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4937804.500000 Penalty: 5163.257324
	Iteration 85Q: 3 clusters Score -4937804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4937812.000000 Penalty: 5163.257324
	Iteration 86Q: 3 clusters Score -4937812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4937835.500000 Penalty: 5163.257324
	Iteration 87Q: 3 clusters Score -4937836 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4937848.000000 Penalty: 5163.257324
	Iteration 88Q: 3 clusters Score -4937848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4937861.000000 Penalty: 5163.257324
	Iteration 89Q: 3 clusters Score -4937861 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4937867.500000 Penalty: 5163.257324
	Iteration 90Q: 3 clusters Score -4937868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4937892.000000 Penalty: 5163.257324
	Iteration 91Q: 3 clusters Score -4937892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4937924.000000 Penalty: 5163.257324
	Iteration 92Q: 3 clusters Score -4937924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4937959.500000 Penalty: 5163.257324
	Iteration 93Q: 3 clusters Score -4937960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -4938003.500000 Penalty: 5163.257324
	Iteration 94Q: 3 clusters Score -4938004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4938037.000000 Penalty: 5163.257324
	Iteration 95Q: 3 clusters Score -4938037 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4938054.000000 Penalty: 5163.257324
	Iteration 96Q: 3 clusters Score -4938054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4938064.000000 Penalty: 5163.257324
	Iteration 97Q: 3 clusters Score -4938064 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4938110.500000 Penalty: 5163.257324
	Iteration 98Q: 3 clusters Score -4938110 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4938135.000000 Penalty: 5163.257324
	Iteration 99Q: 3 clusters Score -4938135 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4938160.000000 Penalty: 5163.257324
	Iteration 100F: 3 clusters Score -4938160 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4938199.000000 Penalty: 5163.257324
	Iteration 101Q: 3 clusters Score -4938199 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4938214.000000 Penalty: 5163.257324
	Iteration 102Q: 3 clusters Score -4938214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4938237.500000 Penalty: 5163.257324
	Iteration 103Q: 3 clusters Score -4938238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4938266.000000 Penalty: 5163.257324
	Iteration 104Q: 3 clusters Score -4938266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4938284.000000 Penalty: 5163.257324
	Iteration 105Q: 3 clusters Score -4938284 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4938299.500000 Penalty: 5163.257324
	Iteration 106Q: 3 clusters Score -4938300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4938326.000000 Penalty: 5163.257324
	Iteration 107Q: 3 clusters Score -4938326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4938352.000000 Penalty: 5163.257324
	Iteration 108Q: 3 clusters Score -4938352 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4938389.000000 Penalty: 5163.257324
	Iteration 109Q: 3 clusters Score -4938389 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4938398.500000 Penalty: 5163.257324
	Iteration 110Q: 3 clusters Score -4938398 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4938440.500000 Penalty: 5163.257324
	Iteration 111Q: 3 clusters Score -4938440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4938461.500000 Penalty: 5163.257324
	Iteration 112Q: 3 clusters Score -4938462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4938484.500000 Penalty: 5163.257324
	Iteration 113Q: 3 clusters Score -4938484 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4938500.000000 Penalty: 5163.257324
	Iteration 114Q: 3 clusters Score -4938500 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4938517.500000 Penalty: 5163.257324
	Iteration 115Q: 3 clusters Score -4938518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4938529.000000 Penalty: 5163.257324
	Iteration 116Q: 3 clusters Score -4938529 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4938582.500000 Penalty: 5163.257324
	Iteration 117Q: 3 clusters Score -4938582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4938613.500000 Penalty: 5163.257324
	Iteration 118Q: 3 clusters Score -4938614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4938631.000000 Penalty: 5163.257324
	Iteration 119Q: 3 clusters Score -4938631 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4938656.500000 Penalty: 5163.257324
	Iteration 120F: 3 clusters Score -4938656 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -4938700.000000 Penalty: 5163.257324
	Iteration 121Q: 3 clusters Score -4938700 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4938717.000000 Penalty: 5163.257324
	Iteration 122Q: 3 clusters Score -4938717 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4938753.500000 Penalty: 5163.257324
	Iteration 123Q: 3 clusters Score -4938754 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -4938779.500000 Penalty: 5163.257324
	Iteration 124Q: 3 clusters Score -4938780 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4938827.500000 Penalty: 5163.257324
	Iteration 125Q: 3 clusters Score -4938828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4938854.500000 Penalty: 5163.257324
	Iteration 126Q: 3 clusters Score -4938854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4938870.500000 Penalty: 5163.257324
	Iteration 127Q: 3 clusters Score -4938870 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4938912.000000 Penalty: 5163.257324
	Iteration 128Q: 3 clusters Score -4938912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4938964.000000 Penalty: 5163.257324
	Iteration 129Q: 3 clusters Score -4938964 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4939005.000000 Penalty: 5163.257324
	Iteration 130Q: 3 clusters Score -4939005 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4939030.500000 Penalty: 5163.257324
	Iteration 131Q: 3 clusters Score -4939030 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -4939051.500000 Penalty: 5163.257324
	Iteration 132Q: 3 clusters Score -4939052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4939073.500000 Penalty: 5163.257324
	Iteration 133Q: 3 clusters Score -4939074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4939099.000000 Penalty: 5163.257324
	Iteration 134Q: 3 clusters Score -4939099 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4939128.500000 Penalty: 5163.257324
	Iteration 135Q: 3 clusters Score -4939128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4939133.500000 Penalty: 5163.257324
	Iteration 136Q: 3 clusters Score -4939134 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4939159.000000 Penalty: 5163.257324
	Iteration 137Q: 3 clusters Score -4939159 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4939186.500000 Penalty: 5163.257324
	Iteration 138Q: 3 clusters Score -4939186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4939203.500000 Penalty: 5163.257324
	Iteration 139Q: 3 clusters Score -4939204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4939231.500000 Penalty: 5163.257324
	Iteration 140F: 3 clusters Score -4939232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -4939243.500000 Penalty: 5163.257324
	Iteration 141Q: 3 clusters Score -4939244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4939259.500000 Penalty: 5163.257324
	Iteration 142Q: 3 clusters Score -4939260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4939263.500000 Penalty: 5163.257324
	Iteration 143Q: 3 clusters Score -4939264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4939278.000000 Penalty: 5163.257324
	Iteration 144Q: 3 clusters Score -4939278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4939294.000000 Penalty: 5163.257324
	Iteration 145Q: 3 clusters Score -4939294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4939293.500000 Penalty: 5163.257324
	Iteration 146Q: 3 clusters Score -4939294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4939298.000000 Penalty: 5163.257324
	Iteration 147Q: 3 clusters Score -4939298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4939312.500000 Penalty: 5163.257324
	Iteration 148Q: 3 clusters Score -4939312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4939315.000000 Penalty: 5163.257324
	Iteration 149Q: 3 clusters Score -4939315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4939329.500000 Penalty: 5163.257324
	Iteration 150Q: 3 clusters Score -4939330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4939335.500000 Penalty: 5163.257324
	Iteration 151Q: 3 clusters Score -4939336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -4939349.000000 Penalty: 5163.257324
	Iteration 152Q: 3 clusters Score -4939349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4939342.000000 Penalty: 5163.257324
	Iteration 153Q: 3 clusters Score -4939342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4939340.000000 Penalty: 5163.257324
	Iteration 154Q: 3 clusters Score -4939340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4939359.000000 Penalty: 5163.257324
	Iteration 155Q: 3 clusters Score -4939359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4939353.500000 Penalty: 5163.257324
	Iteration 156Q: 3 clusters Score -4939354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -4939347.500000 Penalty: 5163.257324
	Iteration 157Q: 3 clusters Score -4939348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4939350.000000 Penalty: 5163.257324
	Iteration 158Q: 3 clusters Score -4939350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -4939356.000000 Penalty: 5163.257324
	Iteration 159Q: 3 clusters Score -4939356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4939353.500000 Penalty: 5163.257324
	Iteration 160F: 3 clusters Score -4939354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4939356.500000 Penalty: 5163.257324
	Iteration 161Q: 3 clusters Score -4939356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4939359.500000 Penalty: 5163.257324
	Iteration 162Q: 3 clusters Score -4939360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4939352.000000 Penalty: 5163.257324
	Iteration 163Q: 3 clusters Score -4939352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -4939359.500000 Penalty: 5163.257324
	Iteration 164Q: 3 clusters Score -4939360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -4939364.000000 Penalty: 5163.257324
	Iteration 165Q: 3 clusters Score -4939364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4939363.000000 Penalty: 5163.257324
	Iteration 166Q: 3 clusters Score -4939363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4939357.500000 Penalty: 5163.257324
	Iteration 167Q: 3 clusters Score -4939358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4939360.000000 Penalty: 5163.257324
	Iteration 168Q: 3 clusters Score -4939360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4939368.500000 Penalty: 5163.257324
	Iteration 169Q: 3 clusters Score -4939368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -4939364.500000 Penalty: 5163.257324
	Iteration 170Q: 3 clusters Score -4939364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4939364.000000 Penalty: 5163.257324
	Iteration 171Q: 3 clusters Score -4939364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -4939370.500000 Penalty: 5163.257324
	Iteration 172Q: 3 clusters Score -4939370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4939369.000000 Penalty: 5163.257324
	Iteration 173Q: 3 clusters Score -4939369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4939367.500000 Penalty: 5163.257324
	Iteration 174Q: 3 clusters Score -4939368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -4939362.000000 Penalty: 5163.257324
	Iteration 175Q: 3 clusters Score -4939362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4939367.500000 Penalty: 5163.257324
	Iteration 176Q: 3 clusters Score -4939368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4939370.500000 Penalty: 5163.257324
	Iteration 177Q: 3 clusters Score -4939370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -4939376.500000 Penalty: 5163.257324
	Iteration 178Q: 3 clusters Score -4939376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4939378.500000 Penalty: 5163.257324
	Iteration 179Q: 3 clusters Score -4939378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4939379.000000 Penalty: 5163.257324
	Iteration 180F: 3 clusters Score -4939379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4939378.500000 Penalty: 5163.257324
	Iteration 181Q: 3 clusters Score -4939378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -4939380.000000 Penalty: 5163.257324
	Iteration 182Q: 3 clusters Score -4939380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -4939373.500000 Penalty: 5163.257324
	Iteration 183Q: 3 clusters Score -4939374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4939376.500000 Penalty: 5163.257324
	Iteration 184Q: 3 clusters Score -4939376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4939379.000000 Penalty: 5163.257324
	Iteration 185Q: 3 clusters Score -4939379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4939376.500000 Penalty: 5163.257324
	Iteration 186Q: 3 clusters Score -4939376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4939377.000000 Penalty: 5163.257324
	Iteration 187Q: 3 clusters Score -4939377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4939373.500000 Penalty: 5163.257324
	Iteration 188Q: 3 clusters Score -4939374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4939371.500000 Penalty: 5163.257324
	Iteration 189Q: 3 clusters Score -4939372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4939369.000000 Penalty: 5163.257324
	Iteration 190Q: 3 clusters Score -4939369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4939376.000000 Penalty: 5163.257324
	Iteration 191Q: 3 clusters Score -4939376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4939380.000000 Penalty: 5163.257324
	Iteration 192Q: 3 clusters Score -4939380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4939380.500000 Penalty: 5163.257324
	Iteration 193Q: 3 clusters Score -4939380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4939376.000000 Penalty: 5163.257324
	Iteration 194Q: 3 clusters Score -4939376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4939376.000000 Penalty: 5163.257324
	Iteration 195Q: 3 clusters Score -4939376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4939370.500000 Penalty: 5163.257324
	Iteration 196Q: 3 clusters Score -4939370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4939370.500000 Penalty: 5163.257324
	Iteration 197F: 3 clusters Score -4939370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Entering Unmasked Estep 
Score: -151777472.000000 Penalty: 161024.015625
Splitting cluster 22 changes total score from -151759312.000000 to -151777472.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 23 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -490024.906250 Penalty: 2010.490479
	Iteration 0F: 2 clusters Score -490024.9 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 1618 members 
Entering Unmasked Estep 
Score: -486662.375000 Penalty: 4020.980957
	Iteration 0F: 3 clusters Score -486662.4 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -487529.781250 Penalty: 4020.980957
	Iteration 1F: 3 clusters Score -487529.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -487884.718750 Penalty: 4020.980957
	Iteration 2F: 3 clusters Score -487884.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -488146.843750 Penalty: 4020.980957
	Iteration 3F: 3 clusters Score -488146.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -488329.281250 Penalty: 4020.980957
	Iteration 4F: 3 clusters Score -488329.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -488504.562500 Penalty: 4020.980957
	Iteration 5Q: 3 clusters Score -488504.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -488650.125000 Penalty: 4020.980957
	Iteration 6Q: 3 clusters Score -488650.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -488780.406250 Penalty: 4020.980957
	Iteration 7Q: 3 clusters Score -488780.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -488925.531250 Penalty: 4020.980957
	Iteration 8Q: 3 clusters Score -488925.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -489072.437500 Penalty: 4020.980957
	Iteration 9Q: 3 clusters Score -489072.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -489205.875000 Penalty: 4020.980957
	Iteration 10Q: 3 clusters Score -489205.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -489318.312500 Penalty: 4020.980957
	Iteration 11Q: 3 clusters Score -489318.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -489427.156250 Penalty: 4020.980957
	Iteration 12Q: 3 clusters Score -489427.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -489578.468750 Penalty: 4020.980957
	Iteration 13Q: 3 clusters Score -489578.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -489847.406250 Penalty: 4020.980957
	Iteration 14Q: 3 clusters Score -489847.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -490132.375000 Penalty: 4020.980957
	Iteration 15Q: 3 clusters Score -490132.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -490302.156250 Penalty: 4020.980957
	Iteration 16Q: 3 clusters Score -490302.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -490365.031250 Penalty: 4020.980957
	Iteration 17Q: 3 clusters Score -490365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -490404.406250 Penalty: 4020.980957
	Iteration 18Q: 3 clusters Score -490404.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -490426.468750 Penalty: 4020.980957
	Iteration 19Q: 3 clusters Score -490426.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -490445.156250 Penalty: 4020.980957
	Iteration 20F: 3 clusters Score -490445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -490461.687500 Penalty: 4020.980957
	Iteration 21Q: 3 clusters Score -490461.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -490470.562500 Penalty: 4020.980957
	Iteration 22Q: 3 clusters Score -490470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -490480.312500 Penalty: 4020.980957
	Iteration 23Q: 3 clusters Score -490480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -490495.968750 Penalty: 4020.980957
	Iteration 24Q: 3 clusters Score -490496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -490513.812500 Penalty: 4020.980957
	Iteration 25Q: 3 clusters Score -490513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -490527.968750 Penalty: 4020.980957
	Iteration 26Q: 3 clusters Score -490528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -490538.812500 Penalty: 4020.980957
	Iteration 27Q: 3 clusters Score -490538.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -490546.812500 Penalty: 4020.980957
	Iteration 28Q: 3 clusters Score -490546.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -490557.375000 Penalty: 4020.980957
	Iteration 29Q: 3 clusters Score -490557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -490569.312500 Penalty: 4020.980957
	Iteration 30Q: 3 clusters Score -490569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -490575.093750 Penalty: 4020.980957
	Iteration 31Q: 3 clusters Score -490575.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -490581.906250 Penalty: 4020.980957
	Iteration 32Q: 3 clusters Score -490581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -490585.156250 Penalty: 4020.980957
	Iteration 33Q: 3 clusters Score -490585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -490588.562500 Penalty: 4020.980957
	Iteration 34Q: 3 clusters Score -490588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -490592.812500 Penalty: 4020.980957
	Iteration 35Q: 3 clusters Score -490592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -490596.968750 Penalty: 4020.980957
	Iteration 36Q: 3 clusters Score -490597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -490602.843750 Penalty: 4020.980957
	Iteration 37Q: 3 clusters Score -490602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -490608.593750 Penalty: 4020.980957
	Iteration 38Q: 3 clusters Score -490608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -490615.750000 Penalty: 4020.980957
	Iteration 39Q: 3 clusters Score -490615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -490621.843750 Penalty: 4020.980957
	Iteration 40F: 3 clusters Score -490621.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -490625.937500 Penalty: 4020.980957
	Iteration 41Q: 3 clusters Score -490625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -490630.281250 Penalty: 4020.980957
	Iteration 42Q: 3 clusters Score -490630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -490646.062500 Penalty: 4020.980957
	Iteration 43Q: 3 clusters Score -490646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -490671.750000 Penalty: 4020.980957
	Iteration 44Q: 3 clusters Score -490671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -490696.468750 Penalty: 4020.980957
	Iteration 45Q: 3 clusters Score -490696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -490718.375000 Penalty: 4020.980957
	Iteration 46Q: 3 clusters Score -490718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -490747.312500 Penalty: 4020.980957
	Iteration 47Q: 3 clusters Score -490747.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -490770.031250 Penalty: 4020.980957
	Iteration 48Q: 3 clusters Score -490770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -490781.531250 Penalty: 4020.980957
	Iteration 49Q: 3 clusters Score -490781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -490789.218750 Penalty: 4020.980957
	Iteration 50Q: 3 clusters Score -490789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -490792.906250 Penalty: 4020.980957
	Iteration 51Q: 3 clusters Score -490792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -490794.843750 Penalty: 4020.980957
	Iteration 52Q: 3 clusters Score -490794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -490795.656250 Penalty: 4020.980957
	Iteration 53Q: 3 clusters Score -490795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -490795.656250 Penalty: 4020.980957
	Iteration 54F: 3 clusters Score -490795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 60647 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Entering Unmasked Estep 
Score: -151776864.000000 Penalty: 164450.046875
Splitting cluster 23 changes total score from -151759312.000000 to -151776864.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 24 (90215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Entering Unmasked Estep 
Score: -14308862.000000 Penalty: 2829.667969
	Iteration 0F: 2 clusters Score -1.430886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -14253512.000000 Penalty: 5659.335938
	Iteration 0F: 3 clusters Score -1.425351e+07 nChanged 42604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -14277799.000000 Penalty: 5659.335938
	Iteration 1F: 3 clusters Score -1.42778e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -14278664.000000 Penalty: 5659.335938
	Iteration 2Q: 3 clusters Score -1.427866e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -14279655.000000 Penalty: 5659.335938
	Iteration 3Q: 3 clusters Score -1.427966e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -14281182.000000 Penalty: 5659.335938
	Iteration 4Q: 3 clusters Score -1.428118e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -14283515.000000 Penalty: 5659.335938
	Iteration 5F: 3 clusters Score -1.428352e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -14286909.000000 Penalty: 5659.335938
	Iteration 6F: 3 clusters Score -1.428691e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -14291678.000000 Penalty: 5659.335938
	Iteration 7F: 3 clusters Score -1.429168e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -14296982.000000 Penalty: 5659.335938
	Iteration 8F: 3 clusters Score -1.429698e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -14301214.000000 Penalty: 5659.335938
	Iteration 9F: 3 clusters Score -1.430121e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85326 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -14303746.000000 Penalty: 5659.335938
	Iteration 10Q: 3 clusters Score -1.430375e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -14305056.000000 Penalty: 5659.335938
	Iteration 11Q: 3 clusters Score -1.430506e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14305715.000000 Penalty: 5659.335938
	Iteration 12Q: 3 clusters Score -1.430572e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14306072.000000 Penalty: 5659.335938
	Iteration 13Q: 3 clusters Score -1.430607e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14306223.000000 Penalty: 5659.335938
	Iteration 14Q: 3 clusters Score -1.430622e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14306327.000000 Penalty: 5659.335938
	Iteration 15Q: 3 clusters Score -1.430633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14306375.000000 Penalty: 5659.335938
	Iteration 16Q: 3 clusters Score -1.430638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14306402.000000 Penalty: 5659.335938
	Iteration 17Q: 3 clusters Score -1.43064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14306431.000000 Penalty: 5659.335938
	Iteration 18Q: 3 clusters Score -1.430643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14306442.000000 Penalty: 5659.335938
	Iteration 19Q: 3 clusters Score -1.430644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14306442.000000 Penalty: 5659.335938
	Iteration 20F: 3 clusters Score -1.430644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14306471.000000 Penalty: 5659.335938
	Iteration 21Q: 3 clusters Score -1.430647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14306477.000000 Penalty: 5659.335938
	Iteration 22Q: 3 clusters Score -1.430648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14306477.000000 Penalty: 5659.335938
	Iteration 23Q: 3 clusters Score -1.430648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14306477.000000 Penalty: 5659.335938
	Iteration 24Q: 3 clusters Score -1.430648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14306480.000000 Penalty: 5659.335938
	Iteration 25Q: 3 clusters Score -1.430648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14306493.000000 Penalty: 5659.335938
	Iteration 26Q: 3 clusters Score -1.430649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14306495.000000 Penalty: 5659.335938
	Iteration 27Q: 3 clusters Score -1.43065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14306500.000000 Penalty: 5659.335938
	Iteration 28Q: 3 clusters Score -1.43065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14306514.000000 Penalty: 5659.335938
	Iteration 29Q: 3 clusters Score -1.430651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14306514.000000 Penalty: 5659.335938
	Iteration 30F: 3 clusters Score -1.430651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -1514578.625000 Penalty: 2282.921387
	Iteration 0F: 2 clusters Score -1514579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1506982.250000 Penalty: 4565.842773
	Iteration 0F: 3 clusters Score -1506982 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1509277.000000 Penalty: 4565.842773
	Iteration 1F: 3 clusters Score -1509277 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1509739.875000 Penalty: 4565.842773
	Iteration 2F: 3 clusters Score -1509740 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1510133.875000 Penalty: 4565.842773
	Iteration 3F: 3 clusters Score -1510134 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1510518.625000 Penalty: 4565.842773
	Iteration 4F: 3 clusters Score -1510519 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1510892.500000 Penalty: 4565.842773
	Iteration 5F: 3 clusters Score -1510892 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1511272.250000 Penalty: 4565.842773
	Iteration 6F: 3 clusters Score -1511272 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1511653.375000 Penalty: 4565.842773
	Iteration 7F: 3 clusters Score -1511653 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1512005.625000 Penalty: 4565.842773
	Iteration 8Q: 3 clusters Score -1512006 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1512231.125000 Penalty: 4565.842773
	Iteration 9Q: 3 clusters Score -1512231 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1512403.875000 Penalty: 4565.842773
	Iteration 10Q: 3 clusters Score -1512404 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1512517.000000 Penalty: 4565.842773
	Iteration 11Q: 3 clusters Score -1512517 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1512583.875000 Penalty: 4565.842773
	Iteration 12Q: 3 clusters Score -1512584 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1512623.125000 Penalty: 4565.842773
	Iteration 13Q: 3 clusters Score -1512623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1512646.125000 Penalty: 4565.842773
	Iteration 14Q: 3 clusters Score -1512646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1512658.750000 Penalty: 4565.842773
	Iteration 15Q: 3 clusters Score -1512659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1512675.375000 Penalty: 4565.842773
	Iteration 16Q: 3 clusters Score -1512675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1512682.125000 Penalty: 4565.842773
	Iteration 17Q: 3 clusters Score -1512682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1512689.000000 Penalty: 4565.842773
	Iteration 18Q: 3 clusters Score -1512689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1512695.500000 Penalty: 4565.842773
	Iteration 19Q: 3 clusters Score -1512696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1512697.250000 Penalty: 4565.842773
	Iteration 20F: 3 clusters Score -1512697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1512697.500000 Penalty: 4565.842773
	Iteration 21Q: 3 clusters Score -1512698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1512702.500000 Penalty: 4565.842773
	Iteration 22Q: 3 clusters Score -1512702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1512702.875000 Penalty: 4565.842773
	Iteration 23Q: 3 clusters Score -1512703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1512703.250000 Penalty: 4565.842773
	Iteration 24Q: 3 clusters Score -1512703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1512704.375000 Penalty: 4565.842773
	Iteration 25Q: 3 clusters Score -1512704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1512704.625000 Penalty: 4565.842773
	Iteration 26Q: 3 clusters Score -1512705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1512706.000000 Penalty: 4565.842773
	Iteration 27Q: 3 clusters Score -1512706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1512706.250000 Penalty: 4565.842773
	Iteration 28Q: 3 clusters Score -1512706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1512702.625000 Penalty: 4565.842773
	Iteration 29Q: 3 clusters Score -1512703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1512704.000000 Penalty: 4565.842773
	Iteration 30Q: 3 clusters Score -1512704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1512704.125000 Penalty: 4565.842773
	Iteration 31Q: 3 clusters Score -1512704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1512702.250000 Penalty: 4565.842773
	Iteration 32Q: 3 clusters Score -1512702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1512704.000000 Penalty: 4565.842773
	Iteration 33Q: 3 clusters Score -1512704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1512704.125000 Penalty: 4565.842773
	Iteration 34Q: 3 clusters Score -1512704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1512705.875000 Penalty: 4565.842773
	Iteration 35Q: 3 clusters Score -1512706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1512705.875000 Penalty: 4565.842773
	Iteration 36F: 3 clusters Score -1512706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Entering Unmasked Estep 
Score: -9523493.000000 Penalty: 2731.180664
	Iteration 0F: 2 clusters Score -9523493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -9482714.000000 Penalty: 5462.361328
	Iteration 0F: 3 clusters Score -9482714 nChanged 28428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -9498600.000000 Penalty: 5462.361328
	Iteration 1F: 3 clusters Score -9498600 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -9500164.000000 Penalty: 5462.361328
	Iteration 2Q: 3 clusters Score -9500164 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -9503255.000000 Penalty: 5462.361328
	Iteration 3F: 3 clusters Score -9503255 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9507151.000000 Penalty: 5462.361328
	Iteration 4F: 3 clusters Score -9507151 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -9510839.000000 Penalty: 5462.361328
	Iteration 5F: 3 clusters Score -9510839 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9514160.000000 Penalty: 5462.361328
	Iteration 6F: 3 clusters Score -9514160 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -9517077.000000 Penalty: 5462.361328
	Iteration 7F: 3 clusters Score -9517077 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -9519617.000000 Penalty: 5462.361328
	Iteration 8F: 3 clusters Score -9519617 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -9522014.000000 Penalty: 5462.361328
	Iteration 9F: 3 clusters Score -9522014 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -9524263.000000 Penalty: 5462.361328
	Iteration 10Q: 3 clusters Score -9524263 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -9525998.000000 Penalty: 5462.361328
	Iteration 11Q: 3 clusters Score -9525998 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9527466.000000 Penalty: 5462.361328
	Iteration 12Q: 3 clusters Score -9527466 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -9528645.000000 Penalty: 5462.361328
	Iteration 13Q: 3 clusters Score -9528645 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9529317.000000 Penalty: 5462.361328
	Iteration 14Q: 3 clusters Score -9529317 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -9529713.000000 Penalty: 5462.361328
	Iteration 15Q: 3 clusters Score -9529713 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -9530061.000000 Penalty: 5462.361328
	Iteration 16Q: 3 clusters Score -9530061 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -9530363.000000 Penalty: 5462.361328
	Iteration 17Q: 3 clusters Score -9530363 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -9530703.000000 Penalty: 5462.361328
	Iteration 18Q: 3 clusters Score -9530703 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -9531022.000000 Penalty: 5462.361328
	Iteration 19Q: 3 clusters Score -9531022 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -9531272.000000 Penalty: 5462.361328
	Iteration 20F: 3 clusters Score -9531272 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -9531605.000000 Penalty: 5462.361328
	Iteration 21Q: 3 clusters Score -9531605 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -9531979.000000 Penalty: 5462.361328
	Iteration 22Q: 3 clusters Score -9531979 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -9532298.000000 Penalty: 5462.361328
	Iteration 23Q: 3 clusters Score -9532298 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -9532674.000000 Penalty: 5462.361328
	Iteration 24Q: 3 clusters Score -9532674 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -9532937.000000 Penalty: 5462.361328
	Iteration 25Q: 3 clusters Score -9532937 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -9533050.000000 Penalty: 5462.361328
	Iteration 26Q: 3 clusters Score -9533050 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -9533174.000000 Penalty: 5462.361328
	Iteration 27Q: 3 clusters Score -9533174 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9533347.000000 Penalty: 5462.361328
	Iteration 28Q: 3 clusters Score -9533347 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -9533435.000000 Penalty: 5462.361328
	Iteration 29Q: 3 clusters Score -9533435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -9533567.000000 Penalty: 5462.361328
	Iteration 30Q: 3 clusters Score -9533567 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -9533632.000000 Penalty: 5462.361328
	Iteration 31Q: 3 clusters Score -9533632 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -9533649.000000 Penalty: 5462.361328
	Iteration 32Q: 3 clusters Score -9533649 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9533679.000000 Penalty: 5462.361328
	Iteration 33Q: 3 clusters Score -9533679 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -9533735.000000 Penalty: 5462.361328
	Iteration 34Q: 3 clusters Score -9533735 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -9533775.000000 Penalty: 5462.361328
	Iteration 35Q: 3 clusters Score -9533775 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9533744.000000 Penalty: 5462.361328
	Iteration 36Q: 3 clusters Score -9533744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -9533737.000000 Penalty: 5462.361328
	Iteration 37Q: 3 clusters Score -9533737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -9533779.000000 Penalty: 5462.361328
	Iteration 38Q: 3 clusters Score -9533779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -9533793.000000 Penalty: 5462.361328
	Iteration 39Q: 3 clusters Score -9533793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9533812.000000 Penalty: 5462.361328
	Iteration 40F: 3 clusters Score -9533812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9533826.000000 Penalty: 5462.361328
	Iteration 41Q: 3 clusters Score -9533826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -9533818.000000 Penalty: 5462.361328
	Iteration 42Q: 3 clusters Score -9533818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -9533833.000000 Penalty: 5462.361328
	Iteration 43Q: 3 clusters Score -9533833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -9533840.000000 Penalty: 5462.361328
	Iteration 44Q: 3 clusters Score -9533840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -9533841.000000 Penalty: 5462.361328
	Iteration 45Q: 3 clusters Score -9533841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -9533830.000000 Penalty: 5462.361328
	Iteration 46Q: 3 clusters Score -9533830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -9533830.000000 Penalty: 5462.361328
	Iteration 47Q: 3 clusters Score -9533830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -9533839.000000 Penalty: 5462.361328
	Iteration 48Q: 3 clusters Score -9533839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9533831.000000 Penalty: 5462.361328
	Iteration 49Q: 3 clusters Score -9533831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -9533839.000000 Penalty: 5462.361328
	Iteration 50Q: 3 clusters Score -9533839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -9533844.000000 Penalty: 5462.361328
	Iteration 51Q: 3 clusters Score -9533844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -9533843.000000 Penalty: 5462.361328
	Iteration 52Q: 3 clusters Score -9533843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -9533849.000000 Penalty: 5462.361328
	Iteration 53Q: 3 clusters Score -9533849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -9533844.000000 Penalty: 5462.361328
	Iteration 54Q: 3 clusters Score -9533844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -9533836.000000 Penalty: 5462.361328
	Iteration 55Q: 3 clusters Score -9533836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -9533843.000000 Penalty: 5462.361328
	Iteration 56Q: 3 clusters Score -9533843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -9533842.000000 Penalty: 5462.361328
	Iteration 57Q: 3 clusters Score -9533842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -9533833.000000 Penalty: 5462.361328
	Iteration 58Q: 3 clusters Score -9533833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -9533835.000000 Penalty: 5462.361328
	Iteration 59Q: 3 clusters Score -9533835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -9533835.000000 Penalty: 5462.361328
	Iteration 60F: 3 clusters Score -9533835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 50601 members 
Entering Unmasked Estep 
Score: -151786720.000000 Penalty: 167876.093750
Splitting cluster 26 changes total score from -151759312.000000 to -151786720.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 27 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -928316.062500 Penalty: 2156.195068
	Iteration 0F: 2 clusters Score -928316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -923161.562500 Penalty: 4312.390137
	Iteration 0F: 3 clusters Score -923161.6 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -924590.875000 Penalty: 4312.390137
	Iteration 1F: 3 clusters Score -924590.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -925042.687500 Penalty: 4312.390137
	Iteration 2F: 3 clusters Score -925042.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -925441.687500 Penalty: 4312.390137
	Iteration 3F: 3 clusters Score -925441.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -925903.750000 Penalty: 4312.390137
	Iteration 4F: 3 clusters Score -925903.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -926459.937500 Penalty: 4312.390137
	Iteration 5F: 3 clusters Score -926459.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -926978.625000 Penalty: 4312.390137
	Iteration 6F: 3 clusters Score -926978.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -927311.500000 Penalty: 4312.390137
	Iteration 7F: 3 clusters Score -927311.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -927485.500000 Penalty: 4312.390137
	Iteration 8Q: 3 clusters Score -927485.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -927640.437500 Penalty: 4312.390137
	Iteration 9Q: 3 clusters Score -927640.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -927859.375000 Penalty: 4312.390137
	Iteration 10Q: 3 clusters Score -927859.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -928282.812500 Penalty: 4312.390137
	Iteration 11Q: 3 clusters Score -928282.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -929320.750000 Penalty: 4312.390137
	Iteration 12Q: 3 clusters Score -929320.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -930257.500000 Penalty: 4312.390137
	Iteration 13Q: 3 clusters Score -930257.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -930456.812500 Penalty: 4312.390137
	Iteration 14Q: 3 clusters Score -930456.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -930497.750000 Penalty: 4312.390137
	Iteration 15Q: 3 clusters Score -930497.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -930509.375000 Penalty: 4312.390137
	Iteration 16Q: 3 clusters Score -930509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -930514.937500 Penalty: 4312.390137
	Iteration 17Q: 3 clusters Score -930514.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -930521.062500 Penalty: 4312.390137
	Iteration 18Q: 3 clusters Score -930521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -930524.062500 Penalty: 4312.390137
	Iteration 19Q: 3 clusters Score -930524.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -930538.437500 Penalty: 4312.390137
	Iteration 20F: 3 clusters Score -930538.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -930557.562500 Penalty: 4312.390137
	Iteration 21Q: 3 clusters Score -930557.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -930570.000000 Penalty: 4312.390137
	Iteration 22Q: 3 clusters Score -930570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -930587.500000 Penalty: 4312.390137
	Iteration 23Q: 3 clusters Score -930587.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -930608.375000 Penalty: 4312.390137
	Iteration 24Q: 3 clusters Score -930608.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -930629.125000 Penalty: 4312.390137
	Iteration 25Q: 3 clusters Score -930629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -930646.000000 Penalty: 4312.390137
	Iteration 26Q: 3 clusters Score -930646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -930656.625000 Penalty: 4312.390137
	Iteration 27Q: 3 clusters Score -930656.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -930664.812500 Penalty: 4312.390137
	Iteration 28Q: 3 clusters Score -930664.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -930685.750000 Penalty: 4312.390137
	Iteration 29Q: 3 clusters Score -930685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -930702.687500 Penalty: 4312.390137
	Iteration 30Q: 3 clusters Score -930702.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -930727.062500 Penalty: 4312.390137
	Iteration 31Q: 3 clusters Score -930727.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -930759.750000 Penalty: 4312.390137
	Iteration 32Q: 3 clusters Score -930759.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -930803.125000 Penalty: 4312.390137
	Iteration 33Q: 3 clusters Score -930803.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -930884.562500 Penalty: 4312.390137
	Iteration 34Q: 3 clusters Score -930884.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -930986.312500 Penalty: 4312.390137
	Iteration 35Q: 3 clusters Score -930986.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -931150.687500 Penalty: 4312.390137
	Iteration 36Q: 3 clusters Score -931150.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -931321.812500 Penalty: 4312.390137
	Iteration 37Q: 3 clusters Score -931321.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -931396.187500 Penalty: 4312.390137
	Iteration 38Q: 3 clusters Score -931396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -931416.687500 Penalty: 4312.390137
	Iteration 39Q: 3 clusters Score -931416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -931432.000000 Penalty: 4312.390137
	Iteration 40F: 3 clusters Score -931432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -931438.687500 Penalty: 4312.390137
	Iteration 41Q: 3 clusters Score -931438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -931439.812500 Penalty: 4312.390137
	Iteration 42Q: 3 clusters Score -931439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -931441.187500 Penalty: 4312.390137
	Iteration 43Q: 3 clusters Score -931441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -931441.187500 Penalty: 4312.390137
	Iteration 44F: 3 clusters Score -931441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 50601 members 
Mstep: Class 50 contains 4063 members 
Entering Unmasked Estep 
Score: -151788848.000000 Penalty: 171302.140625
Splitting cluster 27 changes total score from -151759312.000000 to -151788848.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1670271.375000 Penalty: 2307.778564
	Iteration 0F: 2 clusters Score -1670271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1661892.500000 Penalty: 4615.557129
	Iteration 0F: 3 clusters Score -1661892 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1664735.000000 Penalty: 4615.557129
	Iteration 1F: 3 clusters Score -1664735 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1665727.750000 Penalty: 4615.557129
	Iteration 2F: 3 clusters Score -1665728 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1667152.750000 Penalty: 4615.557129
	Iteration 3F: 3 clusters Score -1667153 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1668484.625000 Penalty: 4615.557129
	Iteration 4F: 3 clusters Score -1668485 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1669444.250000 Penalty: 4615.557129
	Iteration 5F: 3 clusters Score -1669444 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1670108.375000 Penalty: 4615.557129
	Iteration 6F: 3 clusters Score -1670108 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1670641.250000 Penalty: 4615.557129
	Iteration 7Q: 3 clusters Score -1670641 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1671001.375000 Penalty: 4615.557129
	Iteration 8Q: 3 clusters Score -1671001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1671217.875000 Penalty: 4615.557129
	Iteration 9Q: 3 clusters Score -1671218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1671363.625000 Penalty: 4615.557129
	Iteration 10Q: 3 clusters Score -1671364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1671451.625000 Penalty: 4615.557129
	Iteration 11Q: 3 clusters Score -1671452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1671517.000000 Penalty: 4615.557129
	Iteration 12Q: 3 clusters Score -1671517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1671580.750000 Penalty: 4615.557129
	Iteration 13Q: 3 clusters Score -1671581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1671626.875000 Penalty: 4615.557129
	Iteration 14Q: 3 clusters Score -1671627 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1671661.500000 Penalty: 4615.557129
	Iteration 15Q: 3 clusters Score -1671662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1671703.875000 Penalty: 4615.557129
	Iteration 16Q: 3 clusters Score -1671704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1671733.000000 Penalty: 4615.557129
	Iteration 17Q: 3 clusters Score -1671733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1671749.750000 Penalty: 4615.557129
	Iteration 18Q: 3 clusters Score -1671750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1671767.750000 Penalty: 4615.557129
	Iteration 19Q: 3 clusters Score -1671768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1671794.250000 Penalty: 4615.557129
	Iteration 20F: 3 clusters Score -1671794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1671824.875000 Penalty: 4615.557129
	Iteration 21Q: 3 clusters Score -1671825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1671852.250000 Penalty: 4615.557129
	Iteration 22Q: 3 clusters Score -1671852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1671881.625000 Penalty: 4615.557129
	Iteration 23Q: 3 clusters Score -1671882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1671911.625000 Penalty: 4615.557129
	Iteration 24Q: 3 clusters Score -1671912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1671936.750000 Penalty: 4615.557129
	Iteration 25Q: 3 clusters Score -1671937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1671941.500000 Penalty: 4615.557129
	Iteration 26Q: 3 clusters Score -1671942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1671951.125000 Penalty: 4615.557129
	Iteration 27Q: 3 clusters Score -1671951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1671955.875000 Penalty: 4615.557129
	Iteration 28Q: 3 clusters Score -1671956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1671960.500000 Penalty: 4615.557129
	Iteration 29Q: 3 clusters Score -1671960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1671962.875000 Penalty: 4615.557129
	Iteration 30Q: 3 clusters Score -1671963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1671964.125000 Penalty: 4615.557129
	Iteration 31Q: 3 clusters Score -1671964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1671963.625000 Penalty: 4615.557129
	Iteration 32Q: 3 clusters Score -1671964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1671958.375000 Penalty: 4615.557129
	Iteration 33Q: 3 clusters Score -1671958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1671960.375000 Penalty: 4615.557129
	Iteration 34Q: 3 clusters Score -1671960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1671962.375000 Penalty: 4615.557129
	Iteration 35Q: 3 clusters Score -1671962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1671963.375000 Penalty: 4615.557129
	Iteration 36Q: 3 clusters Score -1671963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1671963.625000 Penalty: 4615.557129
	Iteration 37Q: 3 clusters Score -1671964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1671964.625000 Penalty: 4615.557129
	Iteration 38Q: 3 clusters Score -1671965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1671965.500000 Penalty: 4615.557129
	Iteration 39Q: 3 clusters Score -1671966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1671965.625000 Penalty: 4615.557129
	Iteration 40F: 3 clusters Score -1671966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1671966.125000 Penalty: 4615.557129
	Iteration 41Q: 3 clusters Score -1671966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1671967.500000 Penalty: 4615.557129
	Iteration 42Q: 3 clusters Score -1671968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1671971.875000 Penalty: 4615.557129
	Iteration 43Q: 3 clusters Score -1671972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1671969.250000 Penalty: 4615.557129
	Iteration 44Q: 3 clusters Score -1671969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1671969.625000 Penalty: 4615.557129
	Iteration 45Q: 3 clusters Score -1671970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1671970.875000 Penalty: 4615.557129
	Iteration 46Q: 3 clusters Score -1671971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1671972.375000 Penalty: 4615.557129
	Iteration 47Q: 3 clusters Score -1671972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1671971.500000 Penalty: 4615.557129
	Iteration 48Q: 3 clusters Score -1671972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1671977.000000 Penalty: 4615.557129
	Iteration 49Q: 3 clusters Score -1671977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1671977.500000 Penalty: 4615.557129
	Iteration 50Q: 3 clusters Score -1671978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1671977.500000 Penalty: 4615.557129
	Iteration 51F: 3 clusters Score -1671978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 13934 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 50601 members 
Mstep: Class 50 contains 4063 members 
Mstep: Class 51 contains 3225 members 
Entering Unmasked Estep 
Score: -151789008.000000 Penalty: 174728.187500
Splitting cluster 28 changes total score from -151759312.000000 to -151789008.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 29 (13934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Entering Unmasked Estep 
Score: -2153192.750000 Penalty: 2366.437744
	Iteration 0F: 2 clusters Score -2153193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2143013.000000 Penalty: 4732.875488
	Iteration 0F: 3 clusters Score -2143013 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2146660.500000 Penalty: 4732.875488
	Iteration 1F: 3 clusters Score -2146660 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2147690.000000 Penalty: 4732.875488
	Iteration 2F: 3 clusters Score -2147690 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2148762.500000 Penalty: 4732.875488
	Iteration 3F: 3 clusters Score -2148762 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2149891.500000 Penalty: 4732.875488
	Iteration 4F: 3 clusters Score -2149892 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2150980.750000 Penalty: 4732.875488
	Iteration 5F: 3 clusters Score -2150981 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2151981.750000 Penalty: 4732.875488
	Iteration 6F: 3 clusters Score -2151982 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2152982.000000 Penalty: 4732.875488
	Iteration 7F: 3 clusters Score -2152982 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2154021.250000 Penalty: 4732.875488
	Iteration 8Q: 3 clusters Score -2154021 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2154701.250000 Penalty: 4732.875488
	Iteration 9Q: 3 clusters Score -2154701 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2154942.500000 Penalty: 4732.875488
	Iteration 10Q: 3 clusters Score -2154942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2155040.250000 Penalty: 4732.875488
	Iteration 11Q: 3 clusters Score -2155040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2155110.750000 Penalty: 4732.875488
	Iteration 12Q: 3 clusters Score -2155111 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2155176.000000 Penalty: 4732.875488
	Iteration 13Q: 3 clusters Score -2155176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2155242.000000 Penalty: 4732.875488
	Iteration 14Q: 3 clusters Score -2155242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2155274.500000 Penalty: 4732.875488
	Iteration 15Q: 3 clusters Score -2155274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2155313.500000 Penalty: 4732.875488
	Iteration 16Q: 3 clusters Score -2155314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2155331.250000 Penalty: 4732.875488
	Iteration 17Q: 3 clusters Score -2155331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2155342.750000 Penalty: 4732.875488
	Iteration 18Q: 3 clusters Score -2155343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2155349.750000 Penalty: 4732.875488
	Iteration 19Q: 3 clusters Score -2155350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2155353.500000 Penalty: 4732.875488
	Iteration 20F: 3 clusters Score -2155354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2155357.250000 Penalty: 4732.875488
	Iteration 21Q: 3 clusters Score -2155357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2155361.000000 Penalty: 4732.875488
	Iteration 22Q: 3 clusters Score -2155361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2155363.500000 Penalty: 4732.875488
	Iteration 23Q: 3 clusters Score -2155364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2155375.000000 Penalty: 4732.875488
	Iteration 24Q: 3 clusters Score -2155375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2155382.000000 Penalty: 4732.875488
	Iteration 25Q: 3 clusters Score -2155382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2155381.750000 Penalty: 4732.875488
	Iteration 26Q: 3 clusters Score -2155382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2155384.000000 Penalty: 4732.875488
	Iteration 27Q: 3 clusters Score -2155384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2155395.000000 Penalty: 4732.875488
	Iteration 28Q: 3 clusters Score -2155395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2155398.750000 Penalty: 4732.875488
	Iteration 29Q: 3 clusters Score -2155399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2155394.750000 Penalty: 4732.875488
	Iteration 30Q: 3 clusters Score -2155395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2155395.250000 Penalty: 4732.875488
	Iteration 31Q: 3 clusters Score -2155395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2155398.500000 Penalty: 4732.875488
	Iteration 32Q: 3 clusters Score -2155398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2155402.250000 Penalty: 4732.875488
	Iteration 33Q: 3 clusters Score -2155402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2155401.250000 Penalty: 4732.875488
	Iteration 34Q: 3 clusters Score -2155401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2155401.000000 Penalty: 4732.875488
	Iteration 35Q: 3 clusters Score -2155401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2155402.250000 Penalty: 4732.875488
	Iteration 36Q: 3 clusters Score -2155402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2155404.500000 Penalty: 4732.875488
	Iteration 37Q: 3 clusters Score -2155404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2155406.750000 Penalty: 4732.875488
	Iteration 38Q: 3 clusters Score -2155407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2155408.750000 Penalty: 4732.875488
	Iteration 39Q: 3 clusters Score -2155409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2155413.250000 Penalty: 4732.875488
	Iteration 40F: 3 clusters Score -2155413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2155413.250000 Penalty: 4732.875488
	Iteration 41Q: 3 clusters Score -2155413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2155413.250000 Penalty: 4732.875488
	Iteration 42F: 3 clusters Score -2155413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 50601 members 
Mstep: Class 50 contains 4063 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 11054 members 
Entering Unmasked Estep 
Score: -151790544.000000 Penalty: 178154.218750
Splitting cluster 29 changes total score from -151759312.000000 to -151790544.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 30 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -1597829.375000 Penalty: 2303.135986
	Iteration 0F: 2 clusters Score -1597829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1589719.500000 Penalty: 4606.271973
	Iteration 0F: 3 clusters Score -1589720 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1592216.250000 Penalty: 4606.271973
	Iteration 1F: 3 clusters Score -1592216 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1592817.750000 Penalty: 4606.271973
	Iteration 2F: 3 clusters Score -1592818 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1593753.250000 Penalty: 4606.271973
	Iteration 3F: 3 clusters Score -1593753 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1595083.125000 Penalty: 4606.271973
	Iteration 4F: 3 clusters Score -1595083 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1596440.000000 Penalty: 4606.271973
	Iteration 5F: 3 clusters Score -1596440 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1597466.000000 Penalty: 4606.271973
	Iteration 6F: 3 clusters Score -1597466 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1598127.500000 Penalty: 4606.271973
	Iteration 7F: 3 clusters Score -1598128 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1598485.375000 Penalty: 4606.271973
	Iteration 8Q: 3 clusters Score -1598485 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1598671.625000 Penalty: 4606.271973
	Iteration 9Q: 3 clusters Score -1598672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1598753.250000 Penalty: 4606.271973
	Iteration 10Q: 3 clusters Score -1598753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1598796.625000 Penalty: 4606.271973
	Iteration 11Q: 3 clusters Score -1598797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1598829.750000 Penalty: 4606.271973
	Iteration 12Q: 3 clusters Score -1598830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1598856.125000 Penalty: 4606.271973
	Iteration 13Q: 3 clusters Score -1598856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1598869.625000 Penalty: 4606.271973
	Iteration 14Q: 3 clusters Score -1598870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1598886.750000 Penalty: 4606.271973
	Iteration 15Q: 3 clusters Score -1598887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1598894.250000 Penalty: 4606.271973
	Iteration 16Q: 3 clusters Score -1598894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1598903.250000 Penalty: 4606.271973
	Iteration 17Q: 3 clusters Score -1598903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1598917.625000 Penalty: 4606.271973
	Iteration 18Q: 3 clusters Score -1598918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1598928.875000 Penalty: 4606.271973
	Iteration 19Q: 3 clusters Score -1598929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1598954.750000 Penalty: 4606.271973
	Iteration 20F: 3 clusters Score -1598955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1598998.500000 Penalty: 4606.271973
	Iteration 21Q: 3 clusters Score -1598998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1599069.500000 Penalty: 4606.271973
	Iteration 22Q: 3 clusters Score -1599070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1599146.500000 Penalty: 4606.271973
	Iteration 23Q: 3 clusters Score -1599146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1599235.000000 Penalty: 4606.271973
	Iteration 24Q: 3 clusters Score -1599235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1599325.875000 Penalty: 4606.271973
	Iteration 25Q: 3 clusters Score -1599326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1599389.750000 Penalty: 4606.271973
	Iteration 26Q: 3 clusters Score -1599390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1599427.250000 Penalty: 4606.271973
	Iteration 27Q: 3 clusters Score -1599427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1599447.250000 Penalty: 4606.271973
	Iteration 28Q: 3 clusters Score -1599447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1599454.125000 Penalty: 4606.271973
	Iteration 29Q: 3 clusters Score -1599454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1599466.625000 Penalty: 4606.271973
	Iteration 30Q: 3 clusters Score -1599467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1599477.375000 Penalty: 4606.271973
	Iteration 31Q: 3 clusters Score -1599477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1599488.250000 Penalty: 4606.271973
	Iteration 32Q: 3 clusters Score -1599488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1599498.125000 Penalty: 4606.271973
	Iteration 33Q: 3 clusters Score -1599498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1599500.375000 Penalty: 4606.271973
	Iteration 34Q: 3 clusters Score -1599500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1599515.000000 Penalty: 4606.271973
	Iteration 35Q: 3 clusters Score -1599515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1599523.125000 Penalty: 4606.271973
	Iteration 36Q: 3 clusters Score -1599523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1599533.625000 Penalty: 4606.271973
	Iteration 37Q: 3 clusters Score -1599534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1599549.750000 Penalty: 4606.271973
	Iteration 38Q: 3 clusters Score -1599550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1599583.000000 Penalty: 4606.271973
	Iteration 39Q: 3 clusters Score -1599583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1599630.750000 Penalty: 4606.271973
	Iteration 40F: 3 clusters Score -1599631 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1599669.500000 Penalty: 4606.271973
	Iteration 41Q: 3 clusters Score -1599670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1599676.875000 Penalty: 4606.271973
	Iteration 42Q: 3 clusters Score -1599677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1599688.875000 Penalty: 4606.271973
	Iteration 43Q: 3 clusters Score -1599689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1599699.375000 Penalty: 4606.271973
	Iteration 44Q: 3 clusters Score -1599699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1599705.500000 Penalty: 4606.271973
	Iteration 45Q: 3 clusters Score -1599706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1599708.625000 Penalty: 4606.271973
	Iteration 46Q: 3 clusters Score -1599709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1599713.875000 Penalty: 4606.271973
	Iteration 47Q: 3 clusters Score -1599714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1599711.125000 Penalty: 4606.271973
	Iteration 48Q: 3 clusters Score -1599711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1599711.125000 Penalty: 4606.271973
	Iteration 49Q: 3 clusters Score -1599711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1599711.625000 Penalty: 4606.271973
	Iteration 50Q: 3 clusters Score -1599712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1599711.125000 Penalty: 4606.271973
	Iteration 51Q: 3 clusters Score -1599711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1599711.125000 Penalty: 4606.271973
	Iteration 52Q: 3 clusters Score -1599711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1599712.250000 Penalty: 4606.271973
	Iteration 53Q: 3 clusters Score -1599712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1599712.000000 Penalty: 4606.271973
	Iteration 54Q: 3 clusters Score -1599712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1599712.000000 Penalty: 4606.271973
	Iteration 55F: 3 clusters Score -1599712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 4958 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 3370 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 50601 members 
Mstep: Class 50 contains 4063 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 11054 members 
Mstep: Class 53 contains 5837 members 
Entering Unmasked Estep 
Score: -151790864.000000 Penalty: 181580.265625
Splitting cluster 30 changes total score from -151759312.000000 to -151790864.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -65678.593750 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -65678.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -64418.527344 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -64418.53 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65001.363281 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -65001.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65387.378906 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -65387.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65498.882812 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -65498.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65516.621094 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -65516.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65522.625000 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -65522.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65529.761719 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -65529.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65534.359375 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -65534.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65534.359375 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -65534.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -518043.656250 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -518043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -514602.375000 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -514602.4 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -515852.906250 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -515852.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -516845.218750 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -516845.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -517849.656250 Penalty: 4028.843506
	Iteration 3F: 3 clusters Score -517849.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -518246.375000 Penalty: 4028.843506
	Iteration 4F: 3 clusters Score -518246.4 nChanged 125
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: -518341.375000 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -518341.4 nChanged 58
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: -518376.562500 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -518376.6 nChanged 26
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: -518390.468750 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -518390.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -518397.093750 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -518397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -518399.656250 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -518399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -518402.593750 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -518402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -518402.718750 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -518402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -518403.375000 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -518403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -518404.437500 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -518404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -518405.093750 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -518405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -518405.093750 Penalty: 4028.843506
	Iteration 15F: 3 clusters Score -518405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 4958 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 1134 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Mstep: Class 35 contains 13638 members 
Mstep: Class 36 contains 4975 members 
Mstep: Class 37 contains 44450 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 8920 members 
Mstep: Class 40 contains 10155 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 14313 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11889 members 
Mstep: Class 45 contains 42330 members 
Mstep: Class 46 contains 1099 members 
Mstep: Class 47 contains 26078 members 
Mstep: Class 48 contains 1229 members 
Mstep: Class 49 contains 50601 members 
Mstep: Class 50 contains 4063 members 
Mstep: Class 51 contains 3225 members 
Mstep: Class 52 contains 11054 members 
Mstep: Class 53 contains 5837 members 
Mstep: Class 54 contains 2236 members 
Entering Unmasked Estep 
Score: -151790256.000000 Penalty: 185006.312500
Splitting cluster 32 changes total score from -151759312.000000 to -151790256.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 33 (55931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Entering Unmasked Estep 
Score: -8336646.000000 Penalty: 2711.104736
	Iteration 0F: 2 clusters Score -8336646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -8299151.500000 Penalty: 5422.209473
	Iteration 0F: 3 clusters Score -8299152 nChanged 25937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -8314186.000000 Penalty: 5422.209473
	Iteration 1F: 3 clusters Score -8314186 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -8315563.000000 Penalty: 5422.209473
	Iteration 2F: 3 clusters Score -8315563 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -8317176.500000 Penalty: 5422.209473
	Iteration 3F: 3 clusters Score -8317176 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8318997.000000 Penalty: 5422.209473
	Iteration 4F: 3 clusters Score -8318997 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8320971.500000 Penalty: 5422.209473
	Iteration 5F: 3 clusters Score -8320972 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -8323030.000000 Penalty: 5422.209473
	Iteration 6F: 3 clusters Score -8323030 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -8324885.500000 Penalty: 5422.209473
	Iteration 7F: 3 clusters Score -8324886 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -8326500.000000 Penalty: 5422.209473
	Iteration 8Q: 3 clusters Score -8326500 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -8327744.500000 Penalty: 5422.209473
	Iteration 9Q: 3 clusters Score -8327744 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -8328924.000000 Penalty: 5422.209473
	Iteration 10Q: 3 clusters Score -8328924 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8329945.500000 Penalty: 5422.209473
	Iteration 11Q: 3 clusters Score -8329946 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -8330895.500000 Penalty: 5422.209473
	Iteration 12Q: 3 clusters Score -8330896 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8331571.500000 Penalty: 5422.209473
	Iteration 13Q: 3 clusters Score -8331572 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -8332118.000000 Penalty: 5422.209473
	Iteration 14Q: 3 clusters Score -8332118 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8332498.500000 Penalty: 5422.209473
	Iteration 15Q: 3 clusters Score -8332498 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -8332767.500000 Penalty: 5422.209473
	Iteration 16Q: 3 clusters Score -8332768 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -8333044.000000 Penalty: 5422.209473
	Iteration 17Q: 3 clusters Score -8333044 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -8333244.500000 Penalty: 5422.209473
	Iteration 18Q: 3 clusters Score -8333244 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -8333444.000000 Penalty: 5422.209473
	Iteration 19Q: 3 clusters Score -8333444 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -8333633.500000 Penalty: 5422.209473
	Iteration 20F: 3 clusters Score -8333634 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -8333778.000000 Penalty: 5422.209473
	Iteration 21Q: 3 clusters Score -8333778 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -8333885.000000 Penalty: 5422.209473
	Iteration 22Q: 3 clusters Score -8333885 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8333962.000000 Penalty: 5422.209473
	Iteration 23Q: 3 clusters Score -8333962 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8334032.500000 Penalty: 5422.209473
	Iteration 24Q: 3 clusters Score -8334032 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8334114.000000 Penalty: 5422.209473
	Iteration 25Q: 3 clusters Score -8334114 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8334176.000000 Penalty: 5422.209473
	Iteration 26Q: 3 clusters Score -8334176 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8334237.500000 Penalty: 5422.209473
	Iteration 27Q: 3 clusters Score -8334238 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8334286.000000 Penalty: 5422.209473
	Iteration 28Q: 3 clusters Score -8334286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8334323.000000 Penalty: 5422.209473
	Iteration 29Q: 3 clusters Score -8334323 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8334382.500000 Penalty: 5422.209473
	Iteration 30Q: 3 clusters Score -8334382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8334415.500000 Penalty: 5422.209473
	Iteration 31Q: 3 clusters Score -8334416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8334429.000000 Penalty: 5422.209473
	Iteration 32Q: 3 clusters Score -8334429 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8334449.500000 Penalty: 5422.209473
	Iteration 33Q: 3 clusters Score -8334450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8334458.500000 Penalty: 5422.209473
	Iteration 34Q: 3 clusters Score -8334458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8334480.000000 Penalty: 5422.209473
	Iteration 35Q: 3 clusters Score -8334480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8334499.000000 Penalty: 5422.209473
	Iteration 36Q: 3 clusters Score -8334499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8334501.000000 Penalty: 5422.209473
	Iteration 37Q: 3 clusters Score -8334501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8334526.000000 Penalty: 5422.209473
	Iteration 38Q: 3 clusters Score -8334526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8334536.000000 Penalty: 5422.209473
	Iteration 39Q: 3 clusters Score -8334536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8334547.500000 Penalty: 5422.209473
	Iteration 40F: 3 clusters Score -8334548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8334572.500000 Penalty: 5422.209473
	Iteration 41Q: 3 clusters Score -8334572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8334580.000000 Penalty: 5422.209473
	Iteration 42Q: 3 clusters Score -8334580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8334597.500000 Penalty: 5422.209473
	Iteration 43Q: 3 clusters Score -8334598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8334623.000000 Penalty: 5422.209473
	Iteration 44Q: 3 clusters Score -8334623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8334628.000000 Penalty: 5422.209473
	Iteration 45Q: 3 clusters Score -8334628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8334621.500000 Penalty: 5422.209473
	Iteration 46Q: 3 clusters Score -8334622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8334634.000000 Penalty: 5422.209473
	Iteration 47Q: 3 clusters Score -8334634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8334619.500000 Penalty: 5422.209473
	Iteration 48Q: 3 clusters Score -8334620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8334624.000000 Penalty: 5422.209473
	Iteration 49Q: 3 clusters Score -8334624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8334623.500000 Penalty: 5422.209473
	Iteration 50Q: 3 clusters Score -8334624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8334639.000000 Penalty: 5422.209473
	Iteration 51Q: 3 clusters Score -8334639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8334640.000000 Penalty: 5422.209473
	Iteration 52Q: 3 clusters Score -8334640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8334647.500000 Penalty: 5422.209473
	Iteration 53Q: 3 clusters Score -8334648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8334643.000000 Penalty: 5422.209473
	Iteration 54Q: 3 clusters Score -8334643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8334657.000000 Penalty: 5422.209473
	Iteration 55Q: 3 clusters Score -8334657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8334657.000000 Penalty: 5422.209473
	Iteration 56Q: 3 clusters Score -8334657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8334659.000000 Penalty: 5422.209473
	Iteration 57Q: 3 clusters Score -8334659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8334665.500000 Penalty: 5422.209473
	Iteration 58Q: 3 clusters Score -8334666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8334673.000000 Penalty: 5422.209473
	Iteration 59Q: 3 clusters Score -8334673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8334674.500000 Penalty: 5422.209473
	Iteration 60F: 3 clusters Score -8334674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8334666.500000 Penalty: 5422.209473
	Iteration 61Q: 3 clusters Score -8334666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8334663.000000 Penalty: 5422.209473
	Iteration 62Q: 3 clusters Score -8334663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8334666.000000 Penalty: 5422.209473
	Iteration 63Q: 3 clusters Score -8334666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8334664.500000 Penalty: 5422.209473
	Iteration 64Q: 3 clusters Score -8334664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8334666.000000 Penalty: 5422.209473
	Iteration 65Q: 3 clusters Score -8334666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8334668.000000 Penalty: 5422.209473
	Iteration 66Q: 3 clusters Score -8334668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8334673.000000 Penalty: 5422.209473
	Iteration 67Q: 3 clusters Score -8334673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8334659.500000 Penalty: 5422.209473
	Iteration 68Q: 3 clusters Score -8334660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8334656.500000 Penalty: 5422.209473
	Iteration 69Q: 3 clusters Score -8334656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8334665.000000 Penalty: 5422.209473
	Iteration 70Q: 3 clusters Score -8334665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8334664.500000 Penalty: 5422.209473
	Iteration 71Q: 3 clusters Score -8334664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8334662.500000 Penalty: 5422.209473
	Iteration 72Q: 3 clusters Score -8334662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8334662.500000 Penalty: 5422.209473
	Iteration 73Q: 3 clusters Score -8334662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8334662.500000 Penalty: 5422.209473
	Iteration 74F: 3 clusters Score -8334662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Entering Unmasked Estep 
Score: -3592577.250000 Penalty: 2502.322266
	Iteration 0F: 2 clusters Score -3592577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3575960.750000 Penalty: 5004.644531
	Iteration 0F: 3 clusters Score -3575961 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3581931.250000 Penalty: 5004.644531
	Iteration 1F: 3 clusters Score -3581931 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3582747.250000 Penalty: 5004.644531
	Iteration 2F: 3 clusters Score -3582747 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3583691.500000 Penalty: 5004.644531
	Iteration 3F: 3 clusters Score -3583692 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -3584667.750000 Penalty: 5004.644531
	Iteration 4F: 3 clusters Score -3584668 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3585618.500000 Penalty: 5004.644531
	Iteration 5F: 3 clusters Score -3585618 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3586438.500000 Penalty: 5004.644531
	Iteration 6F: 3 clusters Score -3586438 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3587169.750000 Penalty: 5004.644531
	Iteration 7F: 3 clusters Score -3587170 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3587763.250000 Penalty: 5004.644531
	Iteration 8Q: 3 clusters Score -3587763 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3588305.250000 Penalty: 5004.644531
	Iteration 9Q: 3 clusters Score -3588305 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3588785.500000 Penalty: 5004.644531
	Iteration 10Q: 3 clusters Score -3588786 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3589185.500000 Penalty: 5004.644531
	Iteration 11Q: 3 clusters Score -3589186 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3589480.000000 Penalty: 5004.644531
	Iteration 12Q: 3 clusters Score -3589480 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3589740.750000 Penalty: 5004.644531
	Iteration 13Q: 3 clusters Score -3589741 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3589949.500000 Penalty: 5004.644531
	Iteration 14Q: 3 clusters Score -3589950 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3590132.000000 Penalty: 5004.644531
	Iteration 15Q: 3 clusters Score -3590132 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3590307.500000 Penalty: 5004.644531
	Iteration 16Q: 3 clusters Score -3590308 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3590484.000000 Penalty: 5004.644531
	Iteration 17Q: 3 clusters Score -3590484 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3590639.000000 Penalty: 5004.644531
	Iteration 18Q: 3 clusters Score -3590639 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3590772.250000 Penalty: 5004.644531
	Iteration 19Q: 3 clusters Score -3590772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3590891.500000 Penalty: 5004.644531
	Iteration 20F: 3 clusters Score -3590892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3590998.750000 Penalty: 5004.644531
	Iteration 21Q: 3 clusters Score -3590999 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3591075.500000 Penalty: 5004.644531
	Iteration 22Q: 3 clusters Score -3591076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3591136.000000 Penalty: 5004.644531
	Iteration 23Q: 3 clusters Score -3591136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3591189.250000 Penalty: 5004.644531
	Iteration 24Q: 3 clusters Score -3591189 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3591240.750000 Penalty: 5004.644531
	Iteration 25Q: 3 clusters Score -3591241 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3591273.250000 Penalty: 5004.644531
	Iteration 26Q: 3 clusters Score -3591273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3591295.000000 Penalty: 5004.644531
	Iteration 27Q: 3 clusters Score -3591295 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3591320.500000 Penalty: 5004.644531
	Iteration 28Q: 3 clusters Score -3591320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3591334.250000 Penalty: 5004.644531
	Iteration 29Q: 3 clusters Score -3591334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3591358.500000 Penalty: 5004.644531
	Iteration 30Q: 3 clusters Score -3591358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3591375.750000 Penalty: 5004.644531
	Iteration 31Q: 3 clusters Score -3591376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3591397.500000 Penalty: 5004.644531
	Iteration 32Q: 3 clusters Score -3591398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3591420.250000 Penalty: 5004.644531
	Iteration 33Q: 3 clusters Score -3591420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3591440.750000 Penalty: 5004.644531
	Iteration 34Q: 3 clusters Score -3591441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3591467.500000 Penalty: 5004.644531
	Iteration 35Q: 3 clusters Score -3591468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3591503.000000 Penalty: 5004.644531
	Iteration 36Q: 3 clusters Score -3591503 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3591550.500000 Penalty: 5004.644531
	Iteration 37Q: 3 clusters Score -3591550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3591591.500000 Penalty: 5004.644531
	Iteration 38Q: 3 clusters Score -3591592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3591620.250000 Penalty: 5004.644531
	Iteration 39Q: 3 clusters Score -3591620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3591644.000000 Penalty: 5004.644531
	Iteration 40F: 3 clusters Score -3591644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3591674.750000 Penalty: 5004.644531
	Iteration 41Q: 3 clusters Score -3591675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3591693.750000 Penalty: 5004.644531
	Iteration 42Q: 3 clusters Score -3591694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3591727.250000 Penalty: 5004.644531
	Iteration 43Q: 3 clusters Score -3591727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3591755.750000 Penalty: 5004.644531
	Iteration 44Q: 3 clusters Score -3591756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3591780.500000 Penalty: 5004.644531
	Iteration 45Q: 3 clusters Score -3591780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3591795.750000 Penalty: 5004.644531
	Iteration 46Q: 3 clusters Score -3591796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3591794.000000 Penalty: 5004.644531
	Iteration 47Q: 3 clusters Score -3591794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3591802.250000 Penalty: 5004.644531
	Iteration 48Q: 3 clusters Score -3591802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3591800.000000 Penalty: 5004.644531
	Iteration 49Q: 3 clusters Score -3591800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3591801.250000 Penalty: 5004.644531
	Iteration 50Q: 3 clusters Score -3591801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3591801.500000 Penalty: 5004.644531
	Iteration 51Q: 3 clusters Score -3591802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3591804.000000 Penalty: 5004.644531
	Iteration 52Q: 3 clusters Score -3591804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3591805.500000 Penalty: 5004.644531
	Iteration 53Q: 3 clusters Score -3591806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3591808.000000 Penalty: 5004.644531
	Iteration 54Q: 3 clusters Score -3591808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3591805.250000 Penalty: 5004.644531
	Iteration 55Q: 3 clusters Score -3591805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3591809.250000 Penalty: 5004.644531
	Iteration 56Q: 3 clusters Score -3591809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3591809.750000 Penalty: 5004.644531
	Iteration 57Q: 3 clusters Score -3591810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3591809.750000 Penalty: 5004.644531
	Iteration 58F: 3 clusters Score -3591810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 80432 members 
Mstep: Class 6 contains 8560 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 105043 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 5126 members 
Mstep: Class 16 contains 564 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 79371 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 90215 members 
Mstep: Class 25 contains 9950 members 
Mstep: Class 26 contains 10046 members 
Mstep: Class 27 contains 1906 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 2880 members 
Mstep: Class 30 contains 4958 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 1134 members 
Mstep: Class 33 contains 55931 members 
Mstep: Class 34 contains 24101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151809504.000000 Penalty: 185006.312500
Iteration 79Q: 55 clusters Score -1.518095e+08 nChanged 24758
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 80558 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 43471 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 105895 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 11755 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 557 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 19 contains 79513 members 
Mstep: Class 20 contains 18691 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 7498 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 90814 members 
Mstep: Class 25 contains 9920 members 
Mstep: Class 26 contains 10723 members 
Mstep: Class 27 contains 2034 members 
Mstep: Class 28 contains 7919 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 5621 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 57256 members 
Mstep: Class 34 contains 24507 members 
Mstep: Class 35 contains 13022 members 
Mstep: Class 36 contains 4861 members 
Mstep: Class 37 contains 43929 members 
Mstep: Class 38 contains 8535 members 
Mstep: Class 39 contains 8445 members 
Mstep: Class 40 contains 10114 members 
Mstep: Class 41 contains 1898 members 
Mstep: Class 42 contains 13266 members 
Mstep: Class 43 contains 597 members 
Mstep: Class 44 contains 11908 members 
Mstep: Class 45 contains 41085 members 
Mstep: Class 46 contains 1098 members 
Mstep: Class 47 contains 24497 members 
Mstep: Class 48 contains 1187 members 
Mstep: Class 49 contains 48193 members 
Mstep: Class 50 contains 3965 members 
Mstep: Class 51 contains 3054 members 
Mstep: Class 52 contains 10466 members 
Mstep: Class 53 contains 5677 members 
Mstep: Class 54 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151826416.000000 Penalty: 185006.312500
Iteration 80F: 55 clusters Score -1.518264e+08 nChanged 20081
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 11662 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 80475 members 
Mstep: Class 6 contains 9293 members 
Mstep: Class 7 contains 2007 members 
Mstep: Class 8 contains 43286 members 
Mstep: Class 9 contains 22569 members 
Mstep: Class 10 contains 105981 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 3714 members 
Mstep: Class 15 contains 5561 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 79504 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7471 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 90743 members 
Mstep: Class 25 contains 9497 members 
Mstep: Class 26 contains 11059 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 7766 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 5739 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1345 members 
Mstep: Class 33 contains 56881 members 
Mstep: Class 34 contains 24043 members 
Mstep: Class 35 contains 13090 members 
Mstep: Class 36 contains 4876 members 
Mstep: Class 37 contains 44456 members 
Mstep: Class 38 contains 9079 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 10503 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 13265 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 12729 members 
Mstep: Class 45 contains 41294 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 24525 members 
Mstep: Class 48 contains 1219 members 
Mstep: Class 49 contains 47816 members 
Mstep: Class 50 contains 3945 members 
Mstep: Class 51 contains 3046 members 
Mstep: Class 52 contains 10219 members 
Mstep: Class 53 contains 5806 members 
Mstep: Class 54 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151833904.000000 Penalty: 185006.312500
Iteration 81Q: 55 clusters Score -1.518339e+08 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 80421 members 
Mstep: Class 6 contains 9470 members 
Mstep: Class 7 contains 2162 members 
Mstep: Class 8 contains 43125 members 
Mstep: Class 9 contains 22267 members 
Mstep: Class 10 contains 106013 members 
Mstep: Class 11 contains 7885 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 12109 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 79475 members 
Mstep: Class 20 contains 17648 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7509 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 90613 members 
Mstep: Class 25 contains 9230 members 
Mstep: Class 26 contains 11274 members 
Mstep: Class 27 contains 2130 members 
Mstep: Class 28 contains 7681 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 5880 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 56828 members 
Mstep: Class 34 contains 23856 members 
Mstep: Class 35 contains 13119 members 
Mstep: Class 36 contains 4923 members 
Mstep: Class 37 contains 44711 members 
Mstep: Class 38 contains 9369 members 
Mstep: Class 39 contains 8146 members 
Mstep: Class 40 contains 10783 members 
Mstep: Class 41 contains 1908 members 
Mstep: Class 42 contains 13201 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 13307 members 
Mstep: Class 45 contains 41499 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 24366 members 
Mstep: Class 48 contains 1217 members 
Mstep: Class 49 contains 47392 members 
Mstep: Class 50 contains 3933 members 
Mstep: Class 51 contains 3019 members 
Mstep: Class 52 contains 9960 members 
Mstep: Class 53 contains 5857 members 
Mstep: Class 54 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151837792.000000 Penalty: 185006.312500
Iteration 82Q: 55 clusters Score -1.518378e+08 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 80397 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 42997 members 
Mstep: Class 9 contains 22054 members 
Mstep: Class 10 contains 106014 members 
Mstep: Class 11 contains 7798 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 3994 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 12307 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 79411 members 
Mstep: Class 20 contains 17279 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7584 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 90481 members 
Mstep: Class 25 contains 9031 members 
Mstep: Class 26 contains 11446 members 
Mstep: Class 27 contains 2170 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 6010 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 56906 members 
Mstep: Class 34 contains 23802 members 
Mstep: Class 35 contains 13145 members 
Mstep: Class 36 contains 4974 members 
Mstep: Class 37 contains 44859 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 8027 members 
Mstep: Class 40 contains 11042 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 13091 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 13738 members 
Mstep: Class 45 contains 41676 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 24140 members 
Mstep: Class 48 contains 1225 members 
Mstep: Class 49 contains 46998 members 
Mstep: Class 50 contains 3919 members 
Mstep: Class 51 contains 3013 members 
Mstep: Class 52 contains 9734 members 
Mstep: Class 53 contains 5885 members 
Mstep: Class 54 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151840352.000000 Penalty: 185006.312500
Iteration 83Q: 55 clusters Score -1.518404e+08 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 510 members 
Mstep: Class 4 contains 6372 members 
Mstep: Class 5 contains 80369 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 2397 members 
Mstep: Class 8 contains 42884 members 
Mstep: Class 9 contains 21922 members 
Mstep: Class 10 contains 105978 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 6009 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 12485 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 79349 members 
Mstep: Class 20 contains 16963 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7684 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 90335 members 
Mstep: Class 25 contains 8882 members 
Mstep: Class 26 contains 11597 members 
Mstep: Class 27 contains 2225 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1360 members 
Mstep: Class 33 contains 56999 members 
Mstep: Class 34 contains 23782 members 
Mstep: Class 35 contains 13180 members 
Mstep: Class 36 contains 5042 members 
Mstep: Class 37 contains 44983 members 
Mstep: Class 38 contains 9729 members 
Mstep: Class 39 contains 7936 members 
Mstep: Class 40 contains 11231 members 
Mstep: Class 41 contains 1910 members 
Mstep: Class 42 contains 12996 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 14112 members 
Mstep: Class 45 contains 41864 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 23885 members 
Mstep: Class 48 contains 1209 members 
Mstep: Class 49 contains 46693 members 
Mstep: Class 50 contains 3898 members 
Mstep: Class 51 contains 3011 members 
Mstep: Class 52 contains 9534 members 
Mstep: Class 53 contains 5905 members 
Mstep: Class 54 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151842128.000000 Penalty: 185006.312500
Iteration 84Q: 55 clusters Score -1.518421e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 10450 members 
Mstep: Class 3 contains 509 members 
Mstep: Class 4 contains 6407 members 
Mstep: Class 5 contains 80348 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 42758 members 
Mstep: Class 9 contains 21798 members 
Mstep: Class 10 contains 105927 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 5562 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 12646 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 79304 members 
Mstep: Class 20 contains 16681 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7792 members 
Mstep: Class 23 contains 2077 members 
Mstep: Class 24 contains 90211 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 11741 members 
Mstep: Class 27 contains 2263 members 
Mstep: Class 28 contains 7573 members 
Mstep: Class 29 contains 3067 members 
Mstep: Class 30 contains 6164 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1346 members 
Mstep: Class 33 contains 57033 members 
Mstep: Class 34 contains 23797 members 
Mstep: Class 35 contains 13200 members 
Mstep: Class 36 contains 5077 members 
Mstep: Class 37 contains 45124 members 
Mstep: Class 38 contains 9839 members 
Mstep: Class 39 contains 7854 members 
Mstep: Class 40 contains 11426 members 
Mstep: Class 41 contains 1902 members 
Mstep: Class 42 contains 12934 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 14424 members 
Mstep: Class 45 contains 42025 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 23682 members 
Mstep: Class 48 contains 1208 members 
Mstep: Class 49 contains 46455 members 
Mstep: Class 50 contains 3887 members 
Mstep: Class 51 contains 3003 members 
Mstep: Class 52 contains 9319 members 
Mstep: Class 53 contains 5920 members 
Mstep: Class 54 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151843872.000000 Penalty: 185006.312500
Iteration 85Q: 55 clusters Score -1.518439e+08 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 10258 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 6439 members 
Mstep: Class 5 contains 80319 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 42660 members 
Mstep: Class 9 contains 21656 members 
Mstep: Class 10 contains 105892 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 11561 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 15 contains 5535 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 12804 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 79264 members 
Mstep: Class 20 contains 16487 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 90066 members 
Mstep: Class 25 contains 8624 members 
Mstep: Class 26 contains 11883 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 7553 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 6199 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1343 members 
Mstep: Class 33 contains 57100 members 
Mstep: Class 34 contains 23815 members 
Mstep: Class 35 contains 13232 members 
Mstep: Class 36 contains 5106 members 
Mstep: Class 37 contains 45238 members 
Mstep: Class 38 contains 9928 members 
Mstep: Class 39 contains 7790 members 
Mstep: Class 40 contains 11614 members 
Mstep: Class 41 contains 1903 members 
Mstep: Class 42 contains 12863 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 14665 members 
Mstep: Class 45 contains 42191 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 23483 members 
Mstep: Class 48 contains 1216 members 
Mstep: Class 49 contains 46262 members 
Mstep: Class 50 contains 3873 members 
Mstep: Class 51 contains 2998 members 
Mstep: Class 52 contains 9123 members 
Mstep: Class 53 contains 5935 members 
Mstep: Class 54 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151845104.000000 Penalty: 185006.312500
Iteration 86Q: 55 clusters Score -1.518451e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 80311 members 
Mstep: Class 6 contains 10056 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 42547 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 105823 members 
Mstep: Class 11 contains 7626 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 5528 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 12940 members 
Mstep: Class 18 contains 4275 members 
Mstep: Class 19 contains 79233 members 
Mstep: Class 20 contains 16320 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 7936 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 89955 members 
Mstep: Class 25 contains 8522 members 
Mstep: Class 26 contains 11999 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 7533 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 6229 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1340 members 
Mstep: Class 33 contains 57183 members 
Mstep: Class 34 contains 23847 members 
Mstep: Class 35 contains 13244 members 
Mstep: Class 36 contains 5146 members 
Mstep: Class 37 contains 45305 members 
Mstep: Class 38 contains 9967 members 
Mstep: Class 39 contains 7751 members 
Mstep: Class 40 contains 11802 members 
Mstep: Class 41 contains 1898 members 
Mstep: Class 42 contains 12795 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 14875 members 
Mstep: Class 45 contains 42331 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 23339 members 
Mstep: Class 48 contains 1238 members 
Mstep: Class 49 contains 46115 members 
Mstep: Class 50 contains 3865 members 
Mstep: Class 51 contains 2989 members 
Mstep: Class 52 contains 8931 members 
Mstep: Class 53 contains 5936 members 
Mstep: Class 54 contains 2508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151846064.000000 Penalty: 185006.312500
Iteration 87Q: 55 clusters Score -1.518461e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 9940 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80297 members 
Mstep: Class 6 contains 10131 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 42454 members 
Mstep: Class 9 contains 21487 members 
Mstep: Class 10 contains 105739 members 
Mstep: Class 11 contains 7603 members 
Mstep: Class 12 contains 11551 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 4178 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13033 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 79213 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8020 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 89864 members 
Mstep: Class 25 contains 8435 members 
Mstep: Class 26 contains 12127 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 7520 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 6225 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 57287 members 
Mstep: Class 34 contains 23859 members 
Mstep: Class 35 contains 13247 members 
Mstep: Class 36 contains 5178 members 
Mstep: Class 37 contains 45329 members 
Mstep: Class 38 contains 10004 members 
Mstep: Class 39 contains 7710 members 
Mstep: Class 40 contains 11979 members 
Mstep: Class 41 contains 1898 members 
Mstep: Class 42 contains 12760 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15038 members 
Mstep: Class 45 contains 42466 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 23191 members 
Mstep: Class 48 contains 1251 members 
Mstep: Class 49 contains 46002 members 
Mstep: Class 50 contains 3862 members 
Mstep: Class 51 contains 2982 members 
Mstep: Class 52 contains 8746 members 
Mstep: Class 53 contains 5938 members 
Mstep: Class 54 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151847200.000000 Penalty: 185006.312500
Iteration 88Q: 55 clusters Score -1.518472e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6481 members 
Mstep: Class 5 contains 80300 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 42372 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 105652 members 
Mstep: Class 11 contains 7590 members 
Mstep: Class 12 contains 11549 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 4191 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13098 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 79192 members 
Mstep: Class 20 contains 16108 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8081 members 
Mstep: Class 23 contains 2089 members 
Mstep: Class 24 contains 89754 members 
Mstep: Class 25 contains 8356 members 
Mstep: Class 26 contains 12226 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 7516 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 57392 members 
Mstep: Class 34 contains 23868 members 
Mstep: Class 35 contains 13254 members 
Mstep: Class 36 contains 5220 members 
Mstep: Class 37 contains 45350 members 
Mstep: Class 38 contains 10056 members 
Mstep: Class 39 contains 7675 members 
Mstep: Class 40 contains 12167 members 
Mstep: Class 41 contains 1895 members 
Mstep: Class 42 contains 12746 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15194 members 
Mstep: Class 45 contains 42563 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 23065 members 
Mstep: Class 48 contains 1273 members 
Mstep: Class 49 contains 45910 members 
Mstep: Class 50 contains 3857 members 
Mstep: Class 51 contains 2975 members 
Mstep: Class 52 contains 8566 members 
Mstep: Class 53 contains 5950 members 
Mstep: Class 54 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151848432.000000 Penalty: 185006.312500
Iteration 89Q: 55 clusters Score -1.518484e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 80302 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 8 contains 42297 members 
Mstep: Class 9 contains 21327 members 
Mstep: Class 10 contains 105589 members 
Mstep: Class 11 contains 7579 members 
Mstep: Class 12 contains 11550 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 5478 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13160 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 79174 members 
Mstep: Class 20 contains 16038 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8140 members 
Mstep: Class 23 contains 2093 members 
Mstep: Class 24 contains 89661 members 
Mstep: Class 25 contains 8265 members 
Mstep: Class 26 contains 12302 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 7519 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 6191 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 57467 members 
Mstep: Class 34 contains 23879 members 
Mstep: Class 35 contains 13244 members 
Mstep: Class 36 contains 5264 members 
Mstep: Class 37 contains 45363 members 
Mstep: Class 38 contains 10091 members 
Mstep: Class 39 contains 7650 members 
Mstep: Class 40 contains 12325 members 
Mstep: Class 41 contains 1892 members 
Mstep: Class 42 contains 12723 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15378 members 
Mstep: Class 45 contains 42626 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22957 members 
Mstep: Class 48 contains 1300 members 
Mstep: Class 49 contains 45819 members 
Mstep: Class 50 contains 3857 members 
Mstep: Class 51 contains 2971 members 
Mstep: Class 52 contains 8402 members 
Mstep: Class 53 contains 5956 members 
Mstep: Class 54 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151848368.000000 Penalty: 185006.312500
Iteration 90Q: 55 clusters Score -1.518484e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6492 members 
Mstep: Class 5 contains 80299 members 
Mstep: Class 6 contains 10331 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 42229 members 
Mstep: Class 9 contains 21265 members 
Mstep: Class 10 contains 105534 members 
Mstep: Class 11 contains 7566 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 6008 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 5466 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13228 members 
Mstep: Class 18 contains 4402 members 
Mstep: Class 19 contains 79151 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8195 members 
Mstep: Class 23 contains 2095 members 
Mstep: Class 24 contains 89576 members 
Mstep: Class 25 contains 8201 members 
Mstep: Class 26 contains 12369 members 
Mstep: Class 27 contains 2343 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 6163 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 57608 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 13210 members 
Mstep: Class 36 contains 5310 members 
Mstep: Class 37 contains 45389 members 
Mstep: Class 38 contains 10109 members 
Mstep: Class 39 contains 7629 members 
Mstep: Class 40 contains 12486 members 
Mstep: Class 41 contains 1890 members 
Mstep: Class 42 contains 12691 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15503 members 
Mstep: Class 45 contains 42691 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22818 members 
Mstep: Class 48 contains 1324 members 
Mstep: Class 49 contains 45760 members 
Mstep: Class 50 contains 3857 members 
Mstep: Class 51 contains 2972 members 
Mstep: Class 52 contains 8224 members 
Mstep: Class 53 contains 5964 members 
Mstep: Class 54 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151848976.000000 Penalty: 185006.312500
Iteration 91Q: 55 clusters Score -1.51849e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6478 members 
Mstep: Class 5 contains 80286 members 
Mstep: Class 6 contains 10395 members 
Mstep: Class 7 contains 2755 members 
Mstep: Class 8 contains 42160 members 
Mstep: Class 9 contains 21217 members 
Mstep: Class 10 contains 105493 members 
Mstep: Class 11 contains 7549 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 4222 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13294 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 79136 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8243 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 89513 members 
Mstep: Class 25 contains 8142 members 
Mstep: Class 26 contains 12450 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 7520 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 6130 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 57711 members 
Mstep: Class 34 contains 23918 members 
Mstep: Class 35 contains 13192 members 
Mstep: Class 36 contains 5358 members 
Mstep: Class 37 contains 45417 members 
Mstep: Class 38 contains 10111 members 
Mstep: Class 39 contains 7620 members 
Mstep: Class 40 contains 12621 members 
Mstep: Class 41 contains 1891 members 
Mstep: Class 42 contains 12670 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15610 members 
Mstep: Class 45 contains 42766 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22736 members 
Mstep: Class 48 contains 1336 members 
Mstep: Class 49 contains 45699 members 
Mstep: Class 50 contains 3856 members 
Mstep: Class 51 contains 2978 members 
Mstep: Class 52 contains 8047 members 
Mstep: Class 53 contains 5967 members 
Mstep: Class 54 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151849648.000000 Penalty: 185006.312500
Iteration 92Q: 55 clusters Score -1.518496e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 80271 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 42089 members 
Mstep: Class 9 contains 21190 members 
Mstep: Class 10 contains 105459 members 
Mstep: Class 11 contains 7538 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13341 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 79129 members 
Mstep: Class 20 contains 15879 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 2099 members 
Mstep: Class 24 contains 89451 members 
Mstep: Class 25 contains 8108 members 
Mstep: Class 26 contains 12525 members 
Mstep: Class 27 contains 2357 members 
Mstep: Class 28 contains 7520 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 6130 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1319 members 
Mstep: Class 33 contains 57803 members 
Mstep: Class 34 contains 23938 members 
Mstep: Class 35 contains 13174 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 45437 members 
Mstep: Class 38 contains 10113 members 
Mstep: Class 39 contains 7597 members 
Mstep: Class 40 contains 12771 members 
Mstep: Class 41 contains 1887 members 
Mstep: Class 42 contains 12638 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15699 members 
Mstep: Class 45 contains 42847 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22643 members 
Mstep: Class 48 contains 1348 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3853 members 
Mstep: Class 51 contains 2982 members 
Mstep: Class 52 contains 7855 members 
Mstep: Class 53 contains 5964 members 
Mstep: Class 54 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151849840.000000 Penalty: 185006.312500
Iteration 93Q: 55 clusters Score -1.518498e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 80254 members 
Mstep: Class 6 contains 10500 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 42023 members 
Mstep: Class 9 contains 21173 members 
Mstep: Class 10 contains 105438 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13373 members 
Mstep: Class 18 contains 4429 members 
Mstep: Class 19 contains 79117 members 
Mstep: Class 20 contains 15832 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8346 members 
Mstep: Class 23 contains 2100 members 
Mstep: Class 24 contains 89379 members 
Mstep: Class 25 contains 8079 members 
Mstep: Class 26 contains 12587 members 
Mstep: Class 27 contains 2367 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 6117 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 57857 members 
Mstep: Class 34 contains 23946 members 
Mstep: Class 35 contains 13165 members 
Mstep: Class 36 contains 5467 members 
Mstep: Class 37 contains 45439 members 
Mstep: Class 38 contains 10099 members 
Mstep: Class 39 contains 7579 members 
Mstep: Class 40 contains 12948 members 
Mstep: Class 41 contains 1883 members 
Mstep: Class 42 contains 12604 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15815 members 
Mstep: Class 45 contains 42910 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22556 members 
Mstep: Class 48 contains 1359 members 
Mstep: Class 49 contains 45591 members 
Mstep: Class 50 contains 3847 members 
Mstep: Class 51 contains 2985 members 
Mstep: Class 52 contains 7653 members 
Mstep: Class 53 contains 5969 members 
Mstep: Class 54 contains 2581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151850144.000000 Penalty: 185006.312500
Iteration 94Q: 55 clusters Score -1.518501e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 9356 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 80252 members 
Mstep: Class 6 contains 10534 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 41962 members 
Mstep: Class 9 contains 21159 members 
Mstep: Class 10 contains 105407 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13408 members 
Mstep: Class 18 contains 4441 members 
Mstep: Class 19 contains 79105 members 
Mstep: Class 20 contains 15793 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8390 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 89314 members 
Mstep: Class 25 contains 8055 members 
Mstep: Class 26 contains 12635 members 
Mstep: Class 27 contains 2379 members 
Mstep: Class 28 contains 7533 members 
Mstep: Class 29 contains 3149 members 
Mstep: Class 30 contains 6115 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1325 members 
Mstep: Class 33 contains 57903 members 
Mstep: Class 34 contains 23968 members 
Mstep: Class 35 contains 13154 members 
Mstep: Class 36 contains 5506 members 
Mstep: Class 37 contains 45440 members 
Mstep: Class 38 contains 10076 members 
Mstep: Class 39 contains 7560 members 
Mstep: Class 40 contains 13137 members 
Mstep: Class 41 contains 1875 members 
Mstep: Class 42 contains 12567 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 15926 members 
Mstep: Class 45 contains 42989 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22496 members 
Mstep: Class 48 contains 1367 members 
Mstep: Class 49 contains 45568 members 
Mstep: Class 50 contains 3843 members 
Mstep: Class 51 contains 2985 members 
Mstep: Class 52 contains 7432 members 
Mstep: Class 53 contains 5970 members 
Mstep: Class 54 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151850912.000000 Penalty: 185006.312500
Iteration 95Q: 55 clusters Score -1.518509e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 9301 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 80230 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 41906 members 
Mstep: Class 9 contains 21140 members 
Mstep: Class 10 contains 105375 members 
Mstep: Class 11 contains 7498 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 79091 members 
Mstep: Class 20 contains 15759 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 2103 members 
Mstep: Class 24 contains 89250 members 
Mstep: Class 25 contains 8037 members 
Mstep: Class 26 contains 12687 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 7541 members 
Mstep: Class 29 contains 3155 members 
Mstep: Class 30 contains 6131 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 57951 members 
Mstep: Class 34 contains 23978 members 
Mstep: Class 35 contains 13138 members 
Mstep: Class 36 contains 5549 members 
Mstep: Class 37 contains 45443 members 
Mstep: Class 38 contains 10072 members 
Mstep: Class 39 contains 7544 members 
Mstep: Class 40 contains 13333 members 
Mstep: Class 41 contains 1867 members 
Mstep: Class 42 contains 12534 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16044 members 
Mstep: Class 45 contains 43063 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22421 members 
Mstep: Class 48 contains 1367 members 
Mstep: Class 49 contains 45545 members 
Mstep: Class 50 contains 3841 members 
Mstep: Class 51 contains 2986 members 
Mstep: Class 52 contains 7201 members 
Mstep: Class 53 contains 5970 members 
Mstep: Class 54 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151851408.000000 Penalty: 185006.312500
Iteration 96Q: 55 clusters Score -1.518514e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6478 members 
Mstep: Class 5 contains 80233 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 41845 members 
Mstep: Class 9 contains 21128 members 
Mstep: Class 10 contains 105338 members 
Mstep: Class 11 contains 7489 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 6095 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13448 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 79084 members 
Mstep: Class 20 contains 15730 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8473 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 89192 members 
Mstep: Class 25 contains 8017 members 
Mstep: Class 26 contains 12724 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 7551 members 
Mstep: Class 29 contains 3169 members 
Mstep: Class 30 contains 6149 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1323 members 
Mstep: Class 33 contains 57990 members 
Mstep: Class 34 contains 23989 members 
Mstep: Class 35 contains 13132 members 
Mstep: Class 36 contains 5583 members 
Mstep: Class 37 contains 45439 members 
Mstep: Class 38 contains 10061 members 
Mstep: Class 39 contains 7520 members 
Mstep: Class 40 contains 13529 members 
Mstep: Class 41 contains 1853 members 
Mstep: Class 42 contains 12509 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16138 members 
Mstep: Class 45 contains 43145 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22346 members 
Mstep: Class 48 contains 1371 members 
Mstep: Class 49 contains 45529 members 
Mstep: Class 50 contains 3840 members 
Mstep: Class 51 contains 2989 members 
Mstep: Class 52 contains 6952 members 
Mstep: Class 53 contains 5973 members 
Mstep: Class 54 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151852304.000000 Penalty: 185006.312500
Iteration 97Q: 55 clusters Score -1.518523e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 9233 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 80232 members 
Mstep: Class 6 contains 10652 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 41794 members 
Mstep: Class 9 contains 21115 members 
Mstep: Class 10 contains 105321 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13468 members 
Mstep: Class 18 contains 4463 members 
Mstep: Class 19 contains 79081 members 
Mstep: Class 20 contains 15710 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8519 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 89144 members 
Mstep: Class 25 contains 8009 members 
Mstep: Class 26 contains 12753 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 7568 members 
Mstep: Class 29 contains 3175 members 
Mstep: Class 30 contains 6159 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 58032 members 
Mstep: Class 34 contains 24013 members 
Mstep: Class 35 contains 13122 members 
Mstep: Class 36 contains 5622 members 
Mstep: Class 37 contains 45439 members 
Mstep: Class 38 contains 10031 members 
Mstep: Class 39 contains 7499 members 
Mstep: Class 40 contains 13652 members 
Mstep: Class 41 contains 1837 members 
Mstep: Class 42 contains 12487 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 43209 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22275 members 
Mstep: Class 48 contains 1372 members 
Mstep: Class 49 contains 45519 members 
Mstep: Class 50 contains 3840 members 
Mstep: Class 51 contains 2994 members 
Mstep: Class 52 contains 6736 members 
Mstep: Class 53 contains 5974 members 
Mstep: Class 54 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151853104.000000 Penalty: 185006.312500
Iteration 98Q: 55 clusters Score -1.518531e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 80225 members 
Mstep: Class 6 contains 10680 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 41731 members 
Mstep: Class 9 contains 21107 members 
Mstep: Class 10 contains 105310 members 
Mstep: Class 11 contains 7469 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13479 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 79067 members 
Mstep: Class 20 contains 15685 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 89083 members 
Mstep: Class 25 contains 8008 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 6168 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1326 members 
Mstep: Class 33 contains 58058 members 
Mstep: Class 34 contains 24034 members 
Mstep: Class 35 contains 13108 members 
Mstep: Class 36 contains 5666 members 
Mstep: Class 37 contains 45444 members 
Mstep: Class 38 contains 10003 members 
Mstep: Class 39 contains 7474 members 
Mstep: Class 40 contains 13706 members 
Mstep: Class 41 contains 1818 members 
Mstep: Class 42 contains 12483 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16320 members 
Mstep: Class 45 contains 43294 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22199 members 
Mstep: Class 48 contains 1373 members 
Mstep: Class 49 contains 45507 members 
Mstep: Class 50 contains 3838 members 
Mstep: Class 51 contains 3001 members 
Mstep: Class 52 contains 6586 members 
Mstep: Class 53 contains 5969 members 
Mstep: Class 54 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151853536.000000 Penalty: 185006.312500
Iteration 99Q: 55 clusters Score -1.518535e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 9168 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 80228 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 41668 members 
Mstep: Class 9 contains 21114 members 
Mstep: Class 10 contains 105284 members 
Mstep: Class 11 contains 7462 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 4267 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13501 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 79055 members 
Mstep: Class 20 contains 15652 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 89016 members 
Mstep: Class 25 contains 8015 members 
Mstep: Class 26 contains 12819 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 7611 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 6171 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 58089 members 
Mstep: Class 34 contains 24054 members 
Mstep: Class 35 contains 13105 members 
Mstep: Class 36 contains 5712 members 
Mstep: Class 37 contains 45451 members 
Mstep: Class 38 contains 9974 members 
Mstep: Class 39 contains 7444 members 
Mstep: Class 40 contains 13695 members 
Mstep: Class 41 contains 1800 members 
Mstep: Class 42 contains 12453 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16418 members 
Mstep: Class 45 contains 43374 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22150 members 
Mstep: Class 48 contains 1376 members 
Mstep: Class 49 contains 45496 members 
Mstep: Class 50 contains 3835 members 
Mstep: Class 51 contains 3007 members 
Mstep: Class 52 contains 6492 members 
Mstep: Class 53 contains 5967 members 
Mstep: Class 54 contains 2590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151853856.000000 Penalty: 185006.312500
Iteration 100F: 55 clusters Score -1.518539e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 9155 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 6435 members 
Mstep: Class 5 contains 80225 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 41616 members 
Mstep: Class 9 contains 21133 members 
Mstep: Class 10 contains 105260 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 6244 members 
Mstep: Class 14 contains 4293 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13505 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 79043 members 
Mstep: Class 20 contains 15614 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8614 members 
Mstep: Class 23 contains 2105 members 
Mstep: Class 24 contains 88958 members 
Mstep: Class 25 contains 8014 members 
Mstep: Class 26 contains 12852 members 
Mstep: Class 27 contains 2458 members 
Mstep: Class 28 contains 7629 members 
Mstep: Class 29 contains 3208 members 
Mstep: Class 30 contains 6175 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 58122 members 
Mstep: Class 34 contains 24073 members 
Mstep: Class 35 contains 13098 members 
Mstep: Class 36 contains 5743 members 
Mstep: Class 37 contains 45460 members 
Mstep: Class 38 contains 9934 members 
Mstep: Class 39 contains 7414 members 
Mstep: Class 40 contains 13660 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 12423 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16485 members 
Mstep: Class 45 contains 43465 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22104 members 
Mstep: Class 48 contains 1383 members 
Mstep: Class 49 contains 45485 members 
Mstep: Class 50 contains 3835 members 
Mstep: Class 51 contains 3017 members 
Mstep: Class 52 contains 6412 members 
Mstep: Class 53 contains 5962 members 
Mstep: Class 54 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151853968.000000 Penalty: 185006.312500
Iteration 101Q: 55 clusters Score -1.51854e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 9142 members 
Mstep: Class 3 contains 500 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 80226 members 
Mstep: Class 6 contains 10759 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 41572 members 
Mstep: Class 9 contains 21134 members 
Mstep: Class 10 contains 105242 members 
Mstep: Class 11 contains 7449 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13508 members 
Mstep: Class 18 contains 4531 members 
Mstep: Class 19 contains 79037 members 
Mstep: Class 20 contains 15593 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8628 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 88890 members 
Mstep: Class 25 contains 8009 members 
Mstep: Class 26 contains 12874 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 7644 members 
Mstep: Class 29 contains 3226 members 
Mstep: Class 30 contains 6178 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1360 members 
Mstep: Class 33 contains 58163 members 
Mstep: Class 34 contains 24095 members 
Mstep: Class 35 contains 13096 members 
Mstep: Class 36 contains 5777 members 
Mstep: Class 37 contains 45486 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 13595 members 
Mstep: Class 41 contains 1762 members 
Mstep: Class 42 contains 12400 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16545 members 
Mstep: Class 45 contains 43545 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22063 members 
Mstep: Class 48 contains 1390 members 
Mstep: Class 49 contains 45474 members 
Mstep: Class 50 contains 3834 members 
Mstep: Class 51 contains 3040 members 
Mstep: Class 52 contains 6344 members 
Mstep: Class 53 contains 5962 members 
Mstep: Class 54 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854176.000000 Penalty: 185006.312500
Iteration 102Q: 55 clusters Score -1.518542e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6409 members 
Mstep: Class 5 contains 80216 members 
Mstep: Class 6 contains 10787 members 
Mstep: Class 7 contains 2959 members 
Mstep: Class 8 contains 41520 members 
Mstep: Class 9 contains 21134 members 
Mstep: Class 10 contains 105222 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13513 members 
Mstep: Class 18 contains 4551 members 
Mstep: Class 19 contains 79030 members 
Mstep: Class 20 contains 15582 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 88840 members 
Mstep: Class 25 contains 8005 members 
Mstep: Class 26 contains 12891 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 3237 members 
Mstep: Class 30 contains 6180 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 58188 members 
Mstep: Class 34 contains 24100 members 
Mstep: Class 35 contains 13082 members 
Mstep: Class 36 contains 5803 members 
Mstep: Class 37 contains 45488 members 
Mstep: Class 38 contains 9870 members 
Mstep: Class 39 contains 7357 members 
Mstep: Class 40 contains 13557 members 
Mstep: Class 41 contains 1742 members 
Mstep: Class 42 contains 12396 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16631 members 
Mstep: Class 45 contains 43606 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 22018 members 
Mstep: Class 48 contains 1394 members 
Mstep: Class 49 contains 45466 members 
Mstep: Class 50 contains 3834 members 
Mstep: Class 51 contains 3062 members 
Mstep: Class 52 contains 6313 members 
Mstep: Class 53 contains 5965 members 
Mstep: Class 54 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854256.000000 Penalty: 185006.312500
Iteration 103Q: 55 clusters Score -1.518543e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6404 members 
Mstep: Class 5 contains 80219 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 8 contains 41462 members 
Mstep: Class 9 contains 21139 members 
Mstep: Class 10 contains 105200 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 4344 members 
Mstep: Class 15 contains 5339 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13527 members 
Mstep: Class 18 contains 4570 members 
Mstep: Class 19 contains 79022 members 
Mstep: Class 20 contains 15560 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8656 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 88801 members 
Mstep: Class 25 contains 8007 members 
Mstep: Class 26 contains 12907 members 
Mstep: Class 27 contains 2515 members 
Mstep: Class 28 contains 7670 members 
Mstep: Class 29 contains 3245 members 
Mstep: Class 30 contains 6184 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1387 members 
Mstep: Class 33 contains 58216 members 
Mstep: Class 34 contains 24116 members 
Mstep: Class 35 contains 13074 members 
Mstep: Class 36 contains 5825 members 
Mstep: Class 37 contains 45504 members 
Mstep: Class 38 contains 9840 members 
Mstep: Class 39 contains 7327 members 
Mstep: Class 40 contains 13513 members 
Mstep: Class 41 contains 1726 members 
Mstep: Class 42 contains 12384 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16690 members 
Mstep: Class 45 contains 43671 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21965 members 
Mstep: Class 48 contains 1400 members 
Mstep: Class 49 contains 45461 members 
Mstep: Class 50 contains 3833 members 
Mstep: Class 51 contains 3081 members 
Mstep: Class 52 contains 6298 members 
Mstep: Class 53 contains 5962 members 
Mstep: Class 54 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854384.000000 Penalty: 185006.312500
Iteration 104Q: 55 clusters Score -1.518544e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86335 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 80219 members 
Mstep: Class 6 contains 10833 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 8 contains 41398 members 
Mstep: Class 9 contains 21135 members 
Mstep: Class 10 contains 105178 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 6323 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13550 members 
Mstep: Class 18 contains 4589 members 
Mstep: Class 19 contains 79015 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 88783 members 
Mstep: Class 25 contains 8005 members 
Mstep: Class 26 contains 12921 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 7685 members 
Mstep: Class 29 contains 3251 members 
Mstep: Class 30 contains 6191 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1397 members 
Mstep: Class 33 contains 58242 members 
Mstep: Class 34 contains 24138 members 
Mstep: Class 35 contains 13063 members 
Mstep: Class 36 contains 5843 members 
Mstep: Class 37 contains 45501 members 
Mstep: Class 38 contains 9837 members 
Mstep: Class 39 contains 7299 members 
Mstep: Class 40 contains 13466 members 
Mstep: Class 41 contains 1712 members 
Mstep: Class 42 contains 12366 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16716 members 
Mstep: Class 45 contains 43732 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21916 members 
Mstep: Class 48 contains 1407 members 
Mstep: Class 49 contains 45453 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 3093 members 
Mstep: Class 52 contains 6298 members 
Mstep: Class 53 contains 5959 members 
Mstep: Class 54 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854240.000000 Penalty: 185006.312500
Iteration 105Q: 55 clusters Score -1.518542e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 9095 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6393 members 
Mstep: Class 5 contains 80214 members 
Mstep: Class 6 contains 10859 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 41341 members 
Mstep: Class 9 contains 21137 members 
Mstep: Class 10 contains 105168 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 5319 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13576 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 19 contains 79005 members 
Mstep: Class 20 contains 15537 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 88768 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 12935 members 
Mstep: Class 27 contains 2554 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 3262 members 
Mstep: Class 30 contains 6201 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 58277 members 
Mstep: Class 34 contains 24155 members 
Mstep: Class 35 contains 13041 members 
Mstep: Class 36 contains 5855 members 
Mstep: Class 37 contains 45489 members 
Mstep: Class 38 contains 9826 members 
Mstep: Class 39 contains 7269 members 
Mstep: Class 40 contains 13432 members 
Mstep: Class 41 contains 1707 members 
Mstep: Class 42 contains 12347 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16739 members 
Mstep: Class 45 contains 43784 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21865 members 
Mstep: Class 48 contains 1411 members 
Mstep: Class 49 contains 45442 members 
Mstep: Class 50 contains 3829 members 
Mstep: Class 51 contains 3098 members 
Mstep: Class 52 contains 6290 members 
Mstep: Class 53 contains 5961 members 
Mstep: Class 54 contains 2609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854544.000000 Penalty: 185006.312500
Iteration 106Q: 55 clusters Score -1.518545e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 9088 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 80215 members 
Mstep: Class 6 contains 10889 members 
Mstep: Class 7 contains 2968 members 
Mstep: Class 8 contains 41289 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105150 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 6351 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13582 members 
Mstep: Class 18 contains 4624 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 15525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8688 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 88763 members 
Mstep: Class 25 contains 8010 members 
Mstep: Class 26 contains 12949 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 7712 members 
Mstep: Class 29 contains 3268 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1425 members 
Mstep: Class 33 contains 58303 members 
Mstep: Class 34 contains 24168 members 
Mstep: Class 35 contains 13021 members 
Mstep: Class 36 contains 5869 members 
Mstep: Class 37 contains 45484 members 
Mstep: Class 38 contains 9811 members 
Mstep: Class 39 contains 7238 members 
Mstep: Class 40 contains 13394 members 
Mstep: Class 41 contains 1696 members 
Mstep: Class 42 contains 12330 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16770 members 
Mstep: Class 45 contains 43814 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21833 members 
Mstep: Class 48 contains 1412 members 
Mstep: Class 49 contains 45442 members 
Mstep: Class 50 contains 3828 members 
Mstep: Class 51 contains 3099 members 
Mstep: Class 52 contains 6291 members 
Mstep: Class 53 contains 5960 members 
Mstep: Class 54 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855040.000000 Penalty: 185006.312500
Iteration 107Q: 55 clusters Score -1.51855e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 9084 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6390 members 
Mstep: Class 5 contains 80215 members 
Mstep: Class 6 contains 10915 members 
Mstep: Class 7 contains 2968 members 
Mstep: Class 8 contains 41218 members 
Mstep: Class 9 contains 21147 members 
Mstep: Class 10 contains 105135 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 6359 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13595 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 78994 members 
Mstep: Class 20 contains 15512 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 88768 members 
Mstep: Class 25 contains 8014 members 
Mstep: Class 26 contains 12968 members 
Mstep: Class 27 contains 2594 members 
Mstep: Class 28 contains 7722 members 
Mstep: Class 29 contains 3272 members 
Mstep: Class 30 contains 6211 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1438 members 
Mstep: Class 33 contains 58320 members 
Mstep: Class 34 contains 24174 members 
Mstep: Class 35 contains 12995 members 
Mstep: Class 36 contains 5879 members 
Mstep: Class 37 contains 45472 members 
Mstep: Class 38 contains 9812 members 
Mstep: Class 39 contains 7214 members 
Mstep: Class 40 contains 13358 members 
Mstep: Class 41 contains 1684 members 
Mstep: Class 42 contains 12308 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16788 members 
Mstep: Class 45 contains 43858 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21811 members 
Mstep: Class 48 contains 1416 members 
Mstep: Class 49 contains 45439 members 
Mstep: Class 50 contains 3828 members 
Mstep: Class 51 contains 3105 members 
Mstep: Class 52 contains 6295 members 
Mstep: Class 53 contains 5962 members 
Mstep: Class 54 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855136.000000 Penalty: 185006.312500
Iteration 108Q: 55 clusters Score -1.518551e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 9080 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 6382 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 10940 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 41163 members 
Mstep: Class 9 contains 21151 members 
Mstep: Class 10 contains 105123 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 6370 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13611 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 78987 members 
Mstep: Class 20 contains 15498 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8715 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88773 members 
Mstep: Class 25 contains 8019 members 
Mstep: Class 26 contains 12973 members 
Mstep: Class 27 contains 2601 members 
Mstep: Class 28 contains 7732 members 
Mstep: Class 29 contains 3278 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 58353 members 
Mstep: Class 34 contains 24182 members 
Mstep: Class 35 contains 12976 members 
Mstep: Class 36 contains 5893 members 
Mstep: Class 37 contains 45467 members 
Mstep: Class 38 contains 9811 members 
Mstep: Class 39 contains 7203 members 
Mstep: Class 40 contains 13333 members 
Mstep: Class 41 contains 1672 members 
Mstep: Class 42 contains 12289 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16811 members 
Mstep: Class 45 contains 43893 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21764 members 
Mstep: Class 48 contains 1422 members 
Mstep: Class 49 contains 45438 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 3110 members 
Mstep: Class 52 contains 6300 members 
Mstep: Class 53 contains 5965 members 
Mstep: Class 54 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854880.000000 Penalty: 185006.312500
Iteration 109Q: 55 clusters Score -1.518549e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 80211 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 2974 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 21151 members 
Mstep: Class 10 contains 105108 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 6371 members 
Mstep: Class 14 contains 4373 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 78986 members 
Mstep: Class 20 contains 15476 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8737 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88778 members 
Mstep: Class 25 contains 8027 members 
Mstep: Class 26 contains 12979 members 
Mstep: Class 27 contains 2607 members 
Mstep: Class 28 contains 7743 members 
Mstep: Class 29 contains 3279 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1477 members 
Mstep: Class 33 contains 58403 members 
Mstep: Class 34 contains 24185 members 
Mstep: Class 35 contains 12961 members 
Mstep: Class 36 contains 5909 members 
Mstep: Class 37 contains 45468 members 
Mstep: Class 38 contains 9802 members 
Mstep: Class 39 contains 7191 members 
Mstep: Class 40 contains 13308 members 
Mstep: Class 41 contains 1656 members 
Mstep: Class 42 contains 12282 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16824 members 
Mstep: Class 45 contains 43922 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21708 members 
Mstep: Class 48 contains 1429 members 
Mstep: Class 49 contains 45433 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 3113 members 
Mstep: Class 52 contains 6307 members 
Mstep: Class 53 contains 5967 members 
Mstep: Class 54 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855008.000000 Penalty: 185006.312500
Iteration 110Q: 55 clusters Score -1.51855e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 9078 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 80213 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 2975 members 
Mstep: Class 8 contains 41068 members 
Mstep: Class 9 contains 21152 members 
Mstep: Class 10 contains 105097 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 6380 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 5289 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 4656 members 
Mstep: Class 19 contains 78987 members 
Mstep: Class 20 contains 15455 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8765 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88776 members 
Mstep: Class 25 contains 8029 members 
Mstep: Class 26 contains 12993 members 
Mstep: Class 27 contains 2609 members 
Mstep: Class 28 contains 7752 members 
Mstep: Class 29 contains 3282 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1504 members 
Mstep: Class 33 contains 58434 members 
Mstep: Class 34 contains 24184 members 
Mstep: Class 35 contains 12953 members 
Mstep: Class 36 contains 5923 members 
Mstep: Class 37 contains 45463 members 
Mstep: Class 38 contains 9805 members 
Mstep: Class 39 contains 7173 members 
Mstep: Class 40 contains 13279 members 
Mstep: Class 41 contains 1643 members 
Mstep: Class 42 contains 12282 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16831 members 
Mstep: Class 45 contains 43948 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21648 members 
Mstep: Class 48 contains 1432 members 
Mstep: Class 49 contains 45432 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 3116 members 
Mstep: Class 52 contains 6312 members 
Mstep: Class 53 contains 5964 members 
Mstep: Class 54 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855072.000000 Penalty: 185006.312500
Iteration 111Q: 55 clusters Score -1.518551e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 9077 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6384 members 
Mstep: Class 5 contains 80218 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 2974 members 
Mstep: Class 8 contains 41031 members 
Mstep: Class 9 contains 21150 members 
Mstep: Class 10 contains 105087 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 6394 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13654 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 78983 members 
Mstep: Class 20 contains 15437 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8789 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88773 members 
Mstep: Class 25 contains 8035 members 
Mstep: Class 26 contains 13008 members 
Mstep: Class 27 contains 2613 members 
Mstep: Class 28 contains 7765 members 
Mstep: Class 29 contains 3284 members 
Mstep: Class 30 contains 6224 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1522 members 
Mstep: Class 33 contains 58472 members 
Mstep: Class 34 contains 24188 members 
Mstep: Class 35 contains 12938 members 
Mstep: Class 36 contains 5934 members 
Mstep: Class 37 contains 45458 members 
Mstep: Class 38 contains 9799 members 
Mstep: Class 39 contains 7159 members 
Mstep: Class 40 contains 13255 members 
Mstep: Class 41 contains 1633 members 
Mstep: Class 42 contains 12266 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16848 members 
Mstep: Class 45 contains 43977 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21605 members 
Mstep: Class 48 contains 1437 members 
Mstep: Class 49 contains 45428 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 3118 members 
Mstep: Class 52 contains 6314 members 
Mstep: Class 53 contains 5969 members 
Mstep: Class 54 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855264.000000 Penalty: 185006.312500
Iteration 112Q: 55 clusters Score -1.518553e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6387 members 
Mstep: Class 5 contains 80213 members 
Mstep: Class 6 contains 11013 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 41004 members 
Mstep: Class 9 contains 21145 members 
Mstep: Class 10 contains 105079 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 78983 members 
Mstep: Class 20 contains 15427 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8795 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88763 members 
Mstep: Class 25 contains 8037 members 
Mstep: Class 26 contains 13023 members 
Mstep: Class 27 contains 2615 members 
Mstep: Class 28 contains 7770 members 
Mstep: Class 29 contains 3284 members 
Mstep: Class 30 contains 6227 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1533 members 
Mstep: Class 33 contains 58501 members 
Mstep: Class 34 contains 24187 members 
Mstep: Class 35 contains 12934 members 
Mstep: Class 36 contains 5947 members 
Mstep: Class 37 contains 45451 members 
Mstep: Class 38 contains 9792 members 
Mstep: Class 39 contains 7149 members 
Mstep: Class 40 contains 13233 members 
Mstep: Class 41 contains 1626 members 
Mstep: Class 42 contains 12255 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16859 members 
Mstep: Class 45 contains 43999 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21569 members 
Mstep: Class 48 contains 1446 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 3122 members 
Mstep: Class 52 contains 6318 members 
Mstep: Class 53 contains 5971 members 
Mstep: Class 54 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855040.000000 Penalty: 185006.312500
Iteration 113Q: 55 clusters Score -1.51855e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 9070 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 80218 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 40972 members 
Mstep: Class 9 contains 21149 members 
Mstep: Class 10 contains 105069 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 5255 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13658 members 
Mstep: Class 18 contains 4674 members 
Mstep: Class 19 contains 78981 members 
Mstep: Class 20 contains 15415 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8806 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88763 members 
Mstep: Class 25 contains 8041 members 
Mstep: Class 26 contains 13032 members 
Mstep: Class 27 contains 2619 members 
Mstep: Class 28 contains 7772 members 
Mstep: Class 29 contains 3283 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 58532 members 
Mstep: Class 34 contains 24191 members 
Mstep: Class 35 contains 12917 members 
Mstep: Class 36 contains 5954 members 
Mstep: Class 37 contains 45444 members 
Mstep: Class 38 contains 9795 members 
Mstep: Class 39 contains 7137 members 
Mstep: Class 40 contains 13210 members 
Mstep: Class 41 contains 1619 members 
Mstep: Class 42 contains 12242 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16884 members 
Mstep: Class 45 contains 44010 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21543 members 
Mstep: Class 48 contains 1445 members 
Mstep: Class 49 contains 45413 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 3122 members 
Mstep: Class 52 contains 6321 members 
Mstep: Class 53 contains 5969 members 
Mstep: Class 54 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854896.000000 Penalty: 185006.312500
Iteration 114Q: 55 clusters Score -1.518549e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 80218 members 
Mstep: Class 6 contains 11069 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 40945 members 
Mstep: Class 9 contains 21153 members 
Mstep: Class 10 contains 105061 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 4682 members 
Mstep: Class 19 contains 78980 members 
Mstep: Class 20 contains 15403 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8816 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88760 members 
Mstep: Class 25 contains 8053 members 
Mstep: Class 26 contains 13039 members 
Mstep: Class 27 contains 2620 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 3285 members 
Mstep: Class 30 contains 6229 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 58552 members 
Mstep: Class 34 contains 24194 members 
Mstep: Class 35 contains 12897 members 
Mstep: Class 36 contains 5958 members 
Mstep: Class 37 contains 45439 members 
Mstep: Class 38 contains 9784 members 
Mstep: Class 39 contains 7128 members 
Mstep: Class 40 contains 13184 members 
Mstep: Class 41 contains 1612 members 
Mstep: Class 42 contains 12222 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16894 members 
Mstep: Class 45 contains 44012 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21534 members 
Mstep: Class 48 contains 1449 members 
Mstep: Class 49 contains 45405 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3125 members 
Mstep: Class 52 contains 6323 members 
Mstep: Class 53 contains 5971 members 
Mstep: Class 54 contains 2661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151854832.000000 Penalty: 185006.312500
Iteration 115Q: 55 clusters Score -1.518548e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 9059 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6414 members 
Mstep: Class 5 contains 80216 members 
Mstep: Class 6 contains 11096 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 40916 members 
Mstep: Class 9 contains 21154 members 
Mstep: Class 10 contains 105054 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13663 members 
Mstep: Class 18 contains 4687 members 
Mstep: Class 19 contains 78975 members 
Mstep: Class 20 contains 15394 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8840 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88759 members 
Mstep: Class 25 contains 8063 members 
Mstep: Class 26 contains 13047 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 3286 members 
Mstep: Class 30 contains 6230 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1578 members 
Mstep: Class 33 contains 58573 members 
Mstep: Class 34 contains 24197 members 
Mstep: Class 35 contains 12875 members 
Mstep: Class 36 contains 5962 members 
Mstep: Class 37 contains 45423 members 
Mstep: Class 38 contains 9777 members 
Mstep: Class 39 contains 7124 members 
Mstep: Class 40 contains 13152 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 12210 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16908 members 
Mstep: Class 45 contains 44033 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21498 members 
Mstep: Class 48 contains 1450 members 
Mstep: Class 49 contains 45400 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3126 members 
Mstep: Class 52 contains 6332 members 
Mstep: Class 53 contains 5972 members 
Mstep: Class 54 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855152.000000 Penalty: 185006.312500
Iteration 116Q: 55 clusters Score -1.518552e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 9055 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6439 members 
Mstep: Class 5 contains 80213 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 40885 members 
Mstep: Class 9 contains 21148 members 
Mstep: Class 10 contains 105050 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 5239 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13673 members 
Mstep: Class 18 contains 4696 members 
Mstep: Class 19 contains 78971 members 
Mstep: Class 20 contains 15384 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8854 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88757 members 
Mstep: Class 25 contains 8077 members 
Mstep: Class 26 contains 13056 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 7779 members 
Mstep: Class 29 contains 3286 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1585 members 
Mstep: Class 33 contains 58602 members 
Mstep: Class 34 contains 24200 members 
Mstep: Class 35 contains 12844 members 
Mstep: Class 36 contains 5965 members 
Mstep: Class 37 contains 45433 members 
Mstep: Class 38 contains 9774 members 
Mstep: Class 39 contains 7121 members 
Mstep: Class 40 contains 13115 members 
Mstep: Class 41 contains 1587 members 
Mstep: Class 42 contains 12194 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16926 members 
Mstep: Class 45 contains 44038 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21452 members 
Mstep: Class 48 contains 1452 members 
Mstep: Class 49 contains 45399 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3127 members 
Mstep: Class 52 contains 6341 members 
Mstep: Class 53 contains 5974 members 
Mstep: Class 54 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855280.000000 Penalty: 185006.312500
Iteration 117Q: 55 clusters Score -1.518553e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6457 members 
Mstep: Class 5 contains 80208 members 
Mstep: Class 6 contains 11164 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 40848 members 
Mstep: Class 9 contains 21143 members 
Mstep: Class 10 contains 105033 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 6543 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4704 members 
Mstep: Class 19 contains 78969 members 
Mstep: Class 20 contains 15379 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8869 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88760 members 
Mstep: Class 25 contains 8086 members 
Mstep: Class 26 contains 13064 members 
Mstep: Class 27 contains 2623 members 
Mstep: Class 28 contains 7784 members 
Mstep: Class 29 contains 3285 members 
Mstep: Class 30 contains 6235 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1599 members 
Mstep: Class 33 contains 58622 members 
Mstep: Class 34 contains 24201 members 
Mstep: Class 35 contains 12825 members 
Mstep: Class 36 contains 5969 members 
Mstep: Class 37 contains 45426 members 
Mstep: Class 38 contains 9774 members 
Mstep: Class 39 contains 7119 members 
Mstep: Class 40 contains 13076 members 
Mstep: Class 41 contains 1569 members 
Mstep: Class 42 contains 12179 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16933 members 
Mstep: Class 45 contains 44045 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21439 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45395 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3129 members 
Mstep: Class 52 contains 6358 members 
Mstep: Class 53 contains 5978 members 
Mstep: Class 54 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151855296.000000 Penalty: 185006.312500
Iteration 118Q: 55 clusters Score -1.518553e+08 nChanged 574
Entering ConstructFrom: 
Score: -151855296.000000 Penalty: 185006.312500
Entering ConstructFrom: 
Trying to split cluster 1 (86117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Entering Unmasked Estep 
Score: -13717910.000000 Penalty: 2818.138672
	Iteration 0F: 2 clusters Score -1.371791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -13664813.000000 Penalty: 5636.277344
	Iteration 0F: 3 clusters Score -1.366481e+07 nChanged 40638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -13688162.000000 Penalty: 5636.277344
	Iteration 1F: 3 clusters Score -1.368816e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -13688804.000000 Penalty: 5636.277344
	Iteration 2Q: 3 clusters Score -1.36888e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -13689448.000000 Penalty: 5636.277344
	Iteration 3Q: 3 clusters Score -1.368945e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -13690330.000000 Penalty: 5636.277344
	Iteration 4Q: 3 clusters Score -1.369033e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -13691274.000000 Penalty: 5636.277344
	Iteration 5Q: 3 clusters Score -1.369127e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -13692796.000000 Penalty: 5636.277344
	Iteration 6Q: 3 clusters Score -1.36928e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -13695155.000000 Penalty: 5636.277344
	Iteration 7F: 3 clusters Score -1.369516e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -13698347.000000 Penalty: 5636.277344
	Iteration 8F: 3 clusters Score -1.369835e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -13702288.000000 Penalty: 5636.277344
	Iteration 9F: 3 clusters Score -1.370229e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -13706148.000000 Penalty: 5636.277344
	Iteration 10F: 3 clusters Score -1.370615e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -13709322.000000 Penalty: 5636.277344
	Iteration 11Q: 3 clusters Score -1.370932e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -13711294.000000 Penalty: 5636.277344
	Iteration 12Q: 3 clusters Score -1.371129e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 76461 members 
Entering Unmasked Estep 
Score: -13712467.000000 Penalty: 5636.277344
	Iteration 13Q: 3 clusters Score -1.371247e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -13713238.000000 Penalty: 5636.277344
	Iteration 14Q: 3 clusters Score -1.371324e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -13713776.000000 Penalty: 5636.277344
	Iteration 15Q: 3 clusters Score -1.371378e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -13714180.000000 Penalty: 5636.277344
	Iteration 16Q: 3 clusters Score -1.371418e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -13714468.000000 Penalty: 5636.277344
	Iteration 17Q: 3 clusters Score -1.371447e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -13714640.000000 Penalty: 5636.277344
	Iteration 18Q: 3 clusters Score -1.371464e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -13714954.000000 Penalty: 5636.277344
	Iteration 19Q: 3 clusters Score -1.371495e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -13715154.000000 Penalty: 5636.277344
	Iteration 20F: 3 clusters Score -1.371515e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -13715332.000000 Penalty: 5636.277344
	Iteration 21Q: 3 clusters Score -1.371533e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -13715466.000000 Penalty: 5636.277344
	Iteration 22Q: 3 clusters Score -1.371547e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -13715568.000000 Penalty: 5636.277344
	Iteration 23Q: 3 clusters Score -1.371557e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -13715693.000000 Penalty: 5636.277344
	Iteration 24Q: 3 clusters Score -1.371569e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -13715740.000000 Penalty: 5636.277344
	Iteration 25Q: 3 clusters Score -1.371574e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -13715733.000000 Penalty: 5636.277344
	Iteration 26Q: 3 clusters Score -1.371573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -13715742.000000 Penalty: 5636.277344
	Iteration 27Q: 3 clusters Score -1.371574e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -13715748.000000 Penalty: 5636.277344
	Iteration 28Q: 3 clusters Score -1.371575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -13715791.000000 Penalty: 5636.277344
	Iteration 29Q: 3 clusters Score -1.371579e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -13715807.000000 Penalty: 5636.277344
	Iteration 30Q: 3 clusters Score -1.371581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -13715805.000000 Penalty: 5636.277344
	Iteration 31Q: 3 clusters Score -1.37158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -13715805.000000 Penalty: 5636.277344
	Iteration 32Q: 3 clusters Score -1.37158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -13715835.000000 Penalty: 5636.277344
	Iteration 33Q: 3 clusters Score -1.371584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -13715833.000000 Penalty: 5636.277344
	Iteration 34Q: 3 clusters Score -1.371583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -13715822.000000 Penalty: 5636.277344
	Iteration 35Q: 3 clusters Score -1.371582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -13715832.000000 Penalty: 5636.277344
	Iteration 36Q: 3 clusters Score -1.371583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -13715834.000000 Penalty: 5636.277344
	Iteration 37Q: 3 clusters Score -1.371583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -13715834.000000 Penalty: 5636.277344
	Iteration 38Q: 3 clusters Score -1.371583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -13715847.000000 Penalty: 5636.277344
	Iteration 39Q: 3 clusters Score -1.371585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -13715846.000000 Penalty: 5636.277344
	Iteration 40F: 3 clusters Score -1.371585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -13715857.000000 Penalty: 5636.277344
	Iteration 41Q: 3 clusters Score -1.371586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -13715862.000000 Penalty: 5636.277344
	Iteration 42Q: 3 clusters Score -1.371586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -13715861.000000 Penalty: 5636.277344
	Iteration 43Q: 3 clusters Score -1.371586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -13715859.000000 Penalty: 5636.277344
	Iteration 44Q: 3 clusters Score -1.371586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -13715858.000000 Penalty: 5636.277344
	Iteration 45Q: 3 clusters Score -1.371586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -13715870.000000 Penalty: 5636.277344
	Iteration 46Q: 3 clusters Score -1.371587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -13715875.000000 Penalty: 5636.277344
	Iteration 47Q: 3 clusters Score -1.371588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -13715876.000000 Penalty: 5636.277344
	Iteration 48Q: 3 clusters Score -1.371588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -13715879.000000 Penalty: 5636.277344
	Iteration 49Q: 3 clusters Score -1.371588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -13715873.000000 Penalty: 5636.277344
	Iteration 50Q: 3 clusters Score -1.371587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -13715875.000000 Penalty: 5636.277344
	Iteration 51Q: 3 clusters Score -1.371588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -13715881.000000 Penalty: 5636.277344
	Iteration 52Q: 3 clusters Score -1.371588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -13715889.000000 Penalty: 5636.277344
	Iteration 53Q: 3 clusters Score -1.371589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -13715888.000000 Penalty: 5636.277344
	Iteration 54Q: 3 clusters Score -1.371589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -13715892.000000 Penalty: 5636.277344
	Iteration 55Q: 3 clusters Score -1.371589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -13715890.000000 Penalty: 5636.277344
	Iteration 56Q: 3 clusters Score -1.371589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -13715886.000000 Penalty: 5636.277344
	Iteration 57Q: 3 clusters Score -1.371589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -13715900.000000 Penalty: 5636.277344
	Iteration 58Q: 3 clusters Score -1.37159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -13715899.000000 Penalty: 5636.277344
	Iteration 59Q: 3 clusters Score -1.37159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -13715889.000000 Penalty: 5636.277344
	Iteration 60F: 3 clusters Score -1.371589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Entering Unmasked Estep 
Score: -1419438.875000 Penalty: 2259.107178
	Iteration 0F: 2 clusters Score -1419439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1412422.375000 Penalty: 4518.214355
	Iteration 0F: 3 clusters Score -1412422 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1414380.125000 Penalty: 4518.214355
	Iteration 1F: 3 clusters Score -1414380 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1414682.000000 Penalty: 4518.214355
	Iteration 2F: 3 clusters Score -1414682 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1414901.125000 Penalty: 4518.214355
	Iteration 3F: 3 clusters Score -1414901 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1415100.625000 Penalty: 4518.214355
	Iteration 4Q: 3 clusters Score -1415101 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1415310.500000 Penalty: 4518.214355
	Iteration 5Q: 3 clusters Score -1415310 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1415574.375000 Penalty: 4518.214355
	Iteration 6Q: 3 clusters Score -1415574 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1415903.875000 Penalty: 4518.214355
	Iteration 7Q: 3 clusters Score -1415904 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1416279.000000 Penalty: 4518.214355
	Iteration 8F: 3 clusters Score -1416279 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1416657.625000 Penalty: 4518.214355
	Iteration 9F: 3 clusters Score -1416658 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1416992.250000 Penalty: 4518.214355
	Iteration 10Q: 3 clusters Score -1416992 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1417336.125000 Penalty: 4518.214355
	Iteration 11Q: 3 clusters Score -1417336 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1417696.250000 Penalty: 4518.214355
	Iteration 12Q: 3 clusters Score -1417696 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1418020.375000 Penalty: 4518.214355
	Iteration 13Q: 3 clusters Score -1418020 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1418200.625000 Penalty: 4518.214355
	Iteration 14Q: 3 clusters Score -1418201 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1418288.125000 Penalty: 4518.214355
	Iteration 15Q: 3 clusters Score -1418288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1418331.875000 Penalty: 4518.214355
	Iteration 16Q: 3 clusters Score -1418332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1418354.125000 Penalty: 4518.214355
	Iteration 17Q: 3 clusters Score -1418354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1418374.750000 Penalty: 4518.214355
	Iteration 18Q: 3 clusters Score -1418375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1418384.500000 Penalty: 4518.214355
	Iteration 19Q: 3 clusters Score -1418384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1418387.375000 Penalty: 4518.214355
	Iteration 20F: 3 clusters Score -1418387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1418392.750000 Penalty: 4518.214355
	Iteration 21Q: 3 clusters Score -1418393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1418397.250000 Penalty: 4518.214355
	Iteration 22Q: 3 clusters Score -1418397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1418398.125000 Penalty: 4518.214355
	Iteration 23Q: 3 clusters Score -1418398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1418399.000000 Penalty: 4518.214355
	Iteration 24Q: 3 clusters Score -1418399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1418396.250000 Penalty: 4518.214355
	Iteration 25Q: 3 clusters Score -1418396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1418397.375000 Penalty: 4518.214355
	Iteration 26Q: 3 clusters Score -1418397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1418397.375000 Penalty: 4518.214355
	Iteration 27Q: 3 clusters Score -1418397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1418397.500000 Penalty: 4518.214355
	Iteration 28Q: 3 clusters Score -1418398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1418399.625000 Penalty: 4518.214355
	Iteration 29Q: 3 clusters Score -1418400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1418401.000000 Penalty: 4518.214355
	Iteration 30Q: 3 clusters Score -1418401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1418400.875000 Penalty: 4518.214355
	Iteration 31Q: 3 clusters Score -1418401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1418400.875000 Penalty: 4518.214355
	Iteration 32F: 3 clusters Score -1418401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -62569.062500 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -62569.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61298.171875 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -61298.17 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61662.164062 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -61662.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61799.230469 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -61799.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62029.218750 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -62029.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62237.417969 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -62237.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62396.683594 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -62396.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -62480.542969 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -62480.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62502.167969 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -62502.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -62510.265625 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -62510.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62516.628906 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -62516.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62521.269531 Penalty: 3078.461670
	Iteration 10F: 3 clusters Score -62521.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -62619.980469 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -62619.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62631.875000 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -62631.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62635.082031 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -62635.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62635.082031 Penalty: 3078.461670
	Iteration 14F: 3 clusters Score -62635.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 58639 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 142 members 
Entering Unmasked Estep 
Score: -151853360.000000 Penalty: 188432.359375
Splitting cluster 3 changes total score from -151855296.000000 to -151853360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (6472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Entering Unmasked Estep 
Score: -980344.375000 Penalty: 2176.259766
	Iteration 0F: 2 clusters Score -980344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -974894.187500 Penalty: 4352.519531
	Iteration 0F: 3 clusters Score -974894.2 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -976366.375000 Penalty: 4352.519531
	Iteration 1F: 3 clusters Score -976366.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -976598.812500 Penalty: 4352.519531
	Iteration 2F: 3 clusters Score -976598.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -976739.437500 Penalty: 4352.519531
	Iteration 3Q: 3 clusters Score -976739.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -976850.875000 Penalty: 4352.519531
	Iteration 4Q: 3 clusters Score -976850.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -976954.062500 Penalty: 4352.519531
	Iteration 5Q: 3 clusters Score -976954.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -977071.375000 Penalty: 4352.519531
	Iteration 6Q: 3 clusters Score -977071.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -977204.750000 Penalty: 4352.519531
	Iteration 7Q: 3 clusters Score -977204.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -977342.687500 Penalty: 4352.519531
	Iteration 8Q: 3 clusters Score -977342.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -977508.437500 Penalty: 4352.519531
	Iteration 9Q: 3 clusters Score -977508.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -977681.750000 Penalty: 4352.519531
	Iteration 10Q: 3 clusters Score -977681.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -977855.625000 Penalty: 4352.519531
	Iteration 11Q: 3 clusters Score -977855.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -978003.250000 Penalty: 4352.519531
	Iteration 12Q: 3 clusters Score -978003.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -978140.500000 Penalty: 4352.519531
	Iteration 13Q: 3 clusters Score -978140.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -978271.375000 Penalty: 4352.519531
	Iteration 14Q: 3 clusters Score -978271.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -978403.500000 Penalty: 4352.519531
	Iteration 15Q: 3 clusters Score -978403.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -978499.125000 Penalty: 4352.519531
	Iteration 16Q: 3 clusters Score -978499.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -978580.562500 Penalty: 4352.519531
	Iteration 17Q: 3 clusters Score -978580.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -978639.437500 Penalty: 4352.519531
	Iteration 18Q: 3 clusters Score -978639.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -978699.187500 Penalty: 4352.519531
	Iteration 19Q: 3 clusters Score -978699.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -978753.000000 Penalty: 4352.519531
	Iteration 20F: 3 clusters Score -978753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -978825.062500 Penalty: 4352.519531
	Iteration 21Q: 3 clusters Score -978825.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -978895.000000 Penalty: 4352.519531
	Iteration 22Q: 3 clusters Score -978895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -978961.937500 Penalty: 4352.519531
	Iteration 23Q: 3 clusters Score -978961.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -979023.750000 Penalty: 4352.519531
	Iteration 24Q: 3 clusters Score -979023.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -979065.375000 Penalty: 4352.519531
	Iteration 25Q: 3 clusters Score -979065.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -979100.000000 Penalty: 4352.519531
	Iteration 26Q: 3 clusters Score -979100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -979146.750000 Penalty: 4352.519531
	Iteration 27Q: 3 clusters Score -979146.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -979185.625000 Penalty: 4352.519531
	Iteration 28Q: 3 clusters Score -979185.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -979217.875000 Penalty: 4352.519531
	Iteration 29Q: 3 clusters Score -979217.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -979254.125000 Penalty: 4352.519531
	Iteration 30Q: 3 clusters Score -979254.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -979285.250000 Penalty: 4352.519531
	Iteration 31Q: 3 clusters Score -979285.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -979311.625000 Penalty: 4352.519531
	Iteration 32Q: 3 clusters Score -979311.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -979336.562500 Penalty: 4352.519531
	Iteration 33Q: 3 clusters Score -979336.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -979355.500000 Penalty: 4352.519531
	Iteration 34Q: 3 clusters Score -979355.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -979383.062500 Penalty: 4352.519531
	Iteration 35Q: 3 clusters Score -979383.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -979408.687500 Penalty: 4352.519531
	Iteration 36Q: 3 clusters Score -979408.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -979438.437500 Penalty: 4352.519531
	Iteration 37Q: 3 clusters Score -979438.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -979461.187500 Penalty: 4352.519531
	Iteration 38Q: 3 clusters Score -979461.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -979491.187500 Penalty: 4352.519531
	Iteration 39Q: 3 clusters Score -979491.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -979510.437500 Penalty: 4352.519531
	Iteration 40F: 3 clusters Score -979510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -979529.812500 Penalty: 4352.519531
	Iteration 41Q: 3 clusters Score -979529.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -979548.687500 Penalty: 4352.519531
	Iteration 42Q: 3 clusters Score -979548.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -979561.375000 Penalty: 4352.519531
	Iteration 43Q: 3 clusters Score -979561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -979569.750000 Penalty: 4352.519531
	Iteration 44Q: 3 clusters Score -979569.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -979571.500000 Penalty: 4352.519531
	Iteration 45Q: 3 clusters Score -979571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -979572.000000 Penalty: 4352.519531
	Iteration 46Q: 3 clusters Score -979572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -979572.000000 Penalty: 4352.519531
	Iteration 47F: 3 clusters Score -979572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Entering Unmasked Estep 
Score: -12763734.000000 Penalty: 2800.506836
	Iteration 0F: 2 clusters Score -1.276373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -12713631.000000 Penalty: 5601.013672
	Iteration 0F: 3 clusters Score -1.271363e+07 nChanged 37584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -12734688.000000 Penalty: 5601.013672
	Iteration 1F: 3 clusters Score -1.273469e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -12735518.000000 Penalty: 5601.013672
	Iteration 2Q: 3 clusters Score -1.273552e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -12736622.000000 Penalty: 5601.013672
	Iteration 3Q: 3 clusters Score -1.273662e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -12738345.000000 Penalty: 5601.013672
	Iteration 4Q: 3 clusters Score -1.273834e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -12740657.000000 Penalty: 5601.013672
	Iteration 5F: 3 clusters Score -1.274066e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -12743366.000000 Penalty: 5601.013672
	Iteration 6F: 3 clusters Score -1.274337e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -12746046.000000 Penalty: 5601.013672
	Iteration 7F: 3 clusters Score -1.274605e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -12748509.000000 Penalty: 5601.013672
	Iteration 8F: 3 clusters Score -1.274851e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -12750907.000000 Penalty: 5601.013672
	Iteration 9Q: 3 clusters Score -1.275091e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -12753156.000000 Penalty: 5601.013672
	Iteration 10Q: 3 clusters Score -1.275316e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -12755468.000000 Penalty: 5601.013672
	Iteration 11Q: 3 clusters Score -1.275547e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -12757379.000000 Penalty: 5601.013672
	Iteration 12Q: 3 clusters Score -1.275738e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -12758798.000000 Penalty: 5601.013672
	Iteration 13Q: 3 clusters Score -1.27588e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -12759729.000000 Penalty: 5601.013672
	Iteration 14Q: 3 clusters Score -1.275973e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -12760199.000000 Penalty: 5601.013672
	Iteration 15Q: 3 clusters Score -1.27602e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -12760462.000000 Penalty: 5601.013672
	Iteration 16Q: 3 clusters Score -1.276046e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -12760768.000000 Penalty: 5601.013672
	Iteration 17Q: 3 clusters Score -1.276077e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -12760963.000000 Penalty: 5601.013672
	Iteration 18Q: 3 clusters Score -1.276096e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -12761116.000000 Penalty: 5601.013672
	Iteration 19Q: 3 clusters Score -1.276112e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12761327.000000 Penalty: 5601.013672
	Iteration 20F: 3 clusters Score -1.276133e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -12761452.000000 Penalty: 5601.013672
	Iteration 21Q: 3 clusters Score -1.276145e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -12761552.000000 Penalty: 5601.013672
	Iteration 22Q: 3 clusters Score -1.276155e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -12761703.000000 Penalty: 5601.013672
	Iteration 23Q: 3 clusters Score -1.27617e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -12761780.000000 Penalty: 5601.013672
	Iteration 24Q: 3 clusters Score -1.276178e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12761843.000000 Penalty: 5601.013672
	Iteration 25Q: 3 clusters Score -1.276184e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -12761909.000000 Penalty: 5601.013672
	Iteration 26Q: 3 clusters Score -1.276191e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -12761941.000000 Penalty: 5601.013672
	Iteration 27Q: 3 clusters Score -1.276194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -12761964.000000 Penalty: 5601.013672
	Iteration 28Q: 3 clusters Score -1.276196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -12761997.000000 Penalty: 5601.013672
	Iteration 29Q: 3 clusters Score -1.2762e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -12762010.000000 Penalty: 5601.013672
	Iteration 30Q: 3 clusters Score -1.276201e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12762015.000000 Penalty: 5601.013672
	Iteration 31Q: 3 clusters Score -1.276202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -12762016.000000 Penalty: 5601.013672
	Iteration 32Q: 3 clusters Score -1.276202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -12762002.000000 Penalty: 5601.013672
	Iteration 33Q: 3 clusters Score -1.2762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -12762007.000000 Penalty: 5601.013672
	Iteration 34Q: 3 clusters Score -1.276201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -12762016.000000 Penalty: 5601.013672
	Iteration 35Q: 3 clusters Score -1.276202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -12762026.000000 Penalty: 5601.013672
	Iteration 36Q: 3 clusters Score -1.276203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12762036.000000 Penalty: 5601.013672
	Iteration 37Q: 3 clusters Score -1.276204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12762042.000000 Penalty: 5601.013672
	Iteration 38Q: 3 clusters Score -1.276204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12762041.000000 Penalty: 5601.013672
	Iteration 39Q: 3 clusters Score -1.276204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -12762051.000000 Penalty: 5601.013672
	Iteration 40F: 3 clusters Score -1.276205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -12762053.000000 Penalty: 5601.013672
	Iteration 41Q: 3 clusters Score -1.276205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -12762052.000000 Penalty: 5601.013672
	Iteration 42Q: 3 clusters Score -1.276205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -12762045.000000 Penalty: 5601.013672
	Iteration 43Q: 3 clusters Score -1.276204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -12762054.000000 Penalty: 5601.013672
	Iteration 44Q: 3 clusters Score -1.276205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12762041.000000 Penalty: 5601.013672
	Iteration 45Q: 3 clusters Score -1.276204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77847 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -12762057.000000 Penalty: 5601.013672
	Iteration 46Q: 3 clusters Score -1.276206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12762068.000000 Penalty: 5601.013672
	Iteration 47Q: 3 clusters Score -1.276207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12762073.000000 Penalty: 5601.013672
	Iteration 48Q: 3 clusters Score -1.276207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12762072.000000 Penalty: 5601.013672
	Iteration 49Q: 3 clusters Score -1.276207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -12762065.000000 Penalty: 5601.013672
	Iteration 50Q: 3 clusters Score -1.276206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -12762071.000000 Penalty: 5601.013672
	Iteration 51Q: 3 clusters Score -1.276207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12762078.000000 Penalty: 5601.013672
	Iteration 52Q: 3 clusters Score -1.276208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -12762085.000000 Penalty: 5601.013672
	Iteration 53Q: 3 clusters Score -1.276208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12762070.000000 Penalty: 5601.013672
	Iteration 54Q: 3 clusters Score -1.276207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12762071.000000 Penalty: 5601.013672
	Iteration 55Q: 3 clusters Score -1.276207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -12762065.000000 Penalty: 5601.013672
	Iteration 56Q: 3 clusters Score -1.276206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -12762069.000000 Penalty: 5601.013672
	Iteration 57Q: 3 clusters Score -1.276207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -12762064.000000 Penalty: 5601.013672
	Iteration 58Q: 3 clusters Score -1.276206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12762067.000000 Penalty: 5601.013672
	Iteration 59Q: 3 clusters Score -1.276207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12762066.000000 Penalty: 5601.013672
	Iteration 60F: 3 clusters Score -1.276207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12762070.000000 Penalty: 5601.013672
	Iteration 61Q: 3 clusters Score -1.276207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12762070.000000 Penalty: 5601.013672
	Iteration 62F: 3 clusters Score -1.276207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -1736965.750000 Penalty: 2312.092529
	Iteration 0F: 2 clusters Score -1736966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1728657.250000 Penalty: 4624.185059
	Iteration 0F: 3 clusters Score -1728657 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1731385.375000 Penalty: 4624.185059
	Iteration 1F: 3 clusters Score -1731385 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1732072.625000 Penalty: 4624.185059
	Iteration 2F: 3 clusters Score -1732073 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1732695.625000 Penalty: 4624.185059
	Iteration 3F: 3 clusters Score -1732696 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1733147.250000 Penalty: 4624.185059
	Iteration 4F: 3 clusters Score -1733147 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1733489.250000 Penalty: 4624.185059
	Iteration 5F: 3 clusters Score -1733489 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1733695.125000 Penalty: 4624.185059
	Iteration 6Q: 3 clusters Score -1733695 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1733843.125000 Penalty: 4624.185059
	Iteration 7Q: 3 clusters Score -1733843 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1733949.000000 Penalty: 4624.185059
	Iteration 8Q: 3 clusters Score -1733949 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1734045.500000 Penalty: 4624.185059
	Iteration 9Q: 3 clusters Score -1734046 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1734115.000000 Penalty: 4624.185059
	Iteration 10Q: 3 clusters Score -1734115 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1734171.375000 Penalty: 4624.185059
	Iteration 11Q: 3 clusters Score -1734171 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1734213.625000 Penalty: 4624.185059
	Iteration 12Q: 3 clusters Score -1734214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1734235.250000 Penalty: 4624.185059
	Iteration 13Q: 3 clusters Score -1734235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1734258.250000 Penalty: 4624.185059
	Iteration 14Q: 3 clusters Score -1734258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1734278.750000 Penalty: 4624.185059
	Iteration 15Q: 3 clusters Score -1734279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1734284.000000 Penalty: 4624.185059
	Iteration 16Q: 3 clusters Score -1734284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1734296.000000 Penalty: 4624.185059
	Iteration 17Q: 3 clusters Score -1734296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1734308.375000 Penalty: 4624.185059
	Iteration 18Q: 3 clusters Score -1734308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1734315.375000 Penalty: 4624.185059
	Iteration 19Q: 3 clusters Score -1734315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1734335.375000 Penalty: 4624.185059
	Iteration 20F: 3 clusters Score -1734335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1734354.750000 Penalty: 4624.185059
	Iteration 21Q: 3 clusters Score -1734355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1734373.750000 Penalty: 4624.185059
	Iteration 22Q: 3 clusters Score -1734374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1734400.375000 Penalty: 4624.185059
	Iteration 23Q: 3 clusters Score -1734400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1734433.000000 Penalty: 4624.185059
	Iteration 24Q: 3 clusters Score -1734433 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1734458.875000 Penalty: 4624.185059
	Iteration 25Q: 3 clusters Score -1734459 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1734495.125000 Penalty: 4624.185059
	Iteration 26Q: 3 clusters Score -1734495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1734524.375000 Penalty: 4624.185059
	Iteration 27Q: 3 clusters Score -1734524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1734553.000000 Penalty: 4624.185059
	Iteration 28Q: 3 clusters Score -1734553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1734575.250000 Penalty: 4624.185059
	Iteration 29Q: 3 clusters Score -1734575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1734601.750000 Penalty: 4624.185059
	Iteration 30Q: 3 clusters Score -1734602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1734639.750000 Penalty: 4624.185059
	Iteration 31Q: 3 clusters Score -1734640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1734667.500000 Penalty: 4624.185059
	Iteration 32Q: 3 clusters Score -1734668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1734693.750000 Penalty: 4624.185059
	Iteration 33Q: 3 clusters Score -1734694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1734724.875000 Penalty: 4624.185059
	Iteration 34Q: 3 clusters Score -1734725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1734757.375000 Penalty: 4624.185059
	Iteration 35Q: 3 clusters Score -1734757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1734787.375000 Penalty: 4624.185059
	Iteration 36Q: 3 clusters Score -1734787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1734813.250000 Penalty: 4624.185059
	Iteration 37Q: 3 clusters Score -1734813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1734843.125000 Penalty: 4624.185059
	Iteration 38Q: 3 clusters Score -1734843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1734874.250000 Penalty: 4624.185059
	Iteration 39Q: 3 clusters Score -1734874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1734908.000000 Penalty: 4624.185059
	Iteration 40F: 3 clusters Score -1734908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1734942.125000 Penalty: 4624.185059
	Iteration 41Q: 3 clusters Score -1734942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1734961.125000 Penalty: 4624.185059
	Iteration 42Q: 3 clusters Score -1734961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1734975.625000 Penalty: 4624.185059
	Iteration 43Q: 3 clusters Score -1734976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1734995.750000 Penalty: 4624.185059
	Iteration 44Q: 3 clusters Score -1734996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1735007.375000 Penalty: 4624.185059
	Iteration 45Q: 3 clusters Score -1735007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1735027.125000 Penalty: 4624.185059
	Iteration 46Q: 3 clusters Score -1735027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1735036.375000 Penalty: 4624.185059
	Iteration 47Q: 3 clusters Score -1735036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1735048.125000 Penalty: 4624.185059
	Iteration 48Q: 3 clusters Score -1735048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1735050.375000 Penalty: 4624.185059
	Iteration 49Q: 3 clusters Score -1735050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1735064.250000 Penalty: 4624.185059
	Iteration 50Q: 3 clusters Score -1735064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1735073.500000 Penalty: 4624.185059
	Iteration 51Q: 3 clusters Score -1735074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1735077.875000 Penalty: 4624.185059
	Iteration 52Q: 3 clusters Score -1735078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1735083.625000 Penalty: 4624.185059
	Iteration 53Q: 3 clusters Score -1735084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1735090.750000 Penalty: 4624.185059
	Iteration 54Q: 3 clusters Score -1735091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1735102.625000 Penalty: 4624.185059
	Iteration 55Q: 3 clusters Score -1735103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1735111.000000 Penalty: 4624.185059
	Iteration 56Q: 3 clusters Score -1735111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1735116.375000 Penalty: 4624.185059
	Iteration 57Q: 3 clusters Score -1735116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1735118.500000 Penalty: 4624.185059
	Iteration 58Q: 3 clusters Score -1735118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1735119.500000 Penalty: 4624.185059
	Iteration 59Q: 3 clusters Score -1735120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1735121.625000 Penalty: 4624.185059
	Iteration 60F: 3 clusters Score -1735122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1735121.250000 Penalty: 4624.185059
	Iteration 61Q: 3 clusters Score -1735121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1735121.625000 Penalty: 4624.185059
	Iteration 62Q: 3 clusters Score -1735122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1735125.000000 Penalty: 4624.185059
	Iteration 63Q: 3 clusters Score -1735125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1735122.875000 Penalty: 4624.185059
	Iteration 64Q: 3 clusters Score -1735123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1735126.125000 Penalty: 4624.185059
	Iteration 65Q: 3 clusters Score -1735126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1735126.125000 Penalty: 4624.185059
	Iteration 66Q: 3 clusters Score -1735126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1735124.875000 Penalty: 4624.185059
	Iteration 67Q: 3 clusters Score -1735125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1735128.250000 Penalty: 4624.185059
	Iteration 68Q: 3 clusters Score -1735128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1735131.375000 Penalty: 4624.185059
	Iteration 69Q: 3 clusters Score -1735131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1735132.750000 Penalty: 4624.185059
	Iteration 70Q: 3 clusters Score -1735133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1735132.750000 Penalty: 4624.185059
	Iteration 71F: 3 clusters Score -1735133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Entering Unmasked Estep 
Score: -388326.125000 Penalty: 1985.496460
	Iteration 0F: 2 clusters Score -388326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -385140.625000 Penalty: 3970.992920
	Iteration 0F: 3 clusters Score -385140.6 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -386090.593750 Penalty: 3970.992920
	Iteration 1F: 3 clusters Score -386090.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -386599.406250 Penalty: 3970.992920
	Iteration 2F: 3 clusters Score -386599.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -387057.406250 Penalty: 3970.992920
	Iteration 3F: 3 clusters Score -387057.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -387394.718750 Penalty: 3970.992920
	Iteration 4F: 3 clusters Score -387394.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -387663.718750 Penalty: 3970.992920
	Iteration 5F: 3 clusters Score -387663.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -387870.406250 Penalty: 3970.992920
	Iteration 6F: 3 clusters Score -387870.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -388030.281250 Penalty: 3970.992920
	Iteration 7Q: 3 clusters Score -388030.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -388128.812500 Penalty: 3970.992920
	Iteration 8Q: 3 clusters Score -388128.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -388190.750000 Penalty: 3970.992920
	Iteration 9Q: 3 clusters Score -388190.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -388225.000000 Penalty: 3970.992920
	Iteration 10Q: 3 clusters Score -388225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -388240.593750 Penalty: 3970.992920
	Iteration 11Q: 3 clusters Score -388240.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -388252.093750 Penalty: 3970.992920
	Iteration 12Q: 3 clusters Score -388252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -388258.375000 Penalty: 3970.992920
	Iteration 13Q: 3 clusters Score -388258.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -388264.125000 Penalty: 3970.992920
	Iteration 14Q: 3 clusters Score -388264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -388267.156250 Penalty: 3970.992920
	Iteration 15Q: 3 clusters Score -388267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -388269.062500 Penalty: 3970.992920
	Iteration 16Q: 3 clusters Score -388269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -388277.875000 Penalty: 3970.992920
	Iteration 17Q: 3 clusters Score -388277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -388282.125000 Penalty: 3970.992920
	Iteration 18Q: 3 clusters Score -388282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -388284.406250 Penalty: 3970.992920
	Iteration 19Q: 3 clusters Score -388284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -388286.375000 Penalty: 3970.992920
	Iteration 20F: 3 clusters Score -388286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -388290.343750 Penalty: 3970.992920
	Iteration 21Q: 3 clusters Score -388290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -388290.906250 Penalty: 3970.992920
	Iteration 22Q: 3 clusters Score -388290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -388291.343750 Penalty: 3970.992920
	Iteration 23Q: 3 clusters Score -388291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -388292.812500 Penalty: 3970.992920
	Iteration 24Q: 3 clusters Score -388292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -388292.906250 Penalty: 3970.992920
	Iteration 25Q: 3 clusters Score -388292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -388293.343750 Penalty: 3970.992920
	Iteration 26Q: 3 clusters Score -388293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -388294.937500 Penalty: 3970.992920
	Iteration 27Q: 3 clusters Score -388294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -388294.937500 Penalty: 3970.992920
	Iteration 28F: 3 clusters Score -388294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Entering Unmasked Estep 
Score: -6457828.500000 Penalty: 2632.943359
	Iteration 0F: 2 clusters Score -6457828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -6430364.500000 Penalty: 5265.886719
	Iteration 0F: 3 clusters Score -6430364 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -6440898.500000 Penalty: 5265.886719
	Iteration 1F: 3 clusters Score -6440898 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -6441778.500000 Penalty: 5265.886719
	Iteration 2F: 3 clusters Score -6441778 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -6442861.500000 Penalty: 5265.886719
	Iteration 3F: 3 clusters Score -6442862 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -6444320.000000 Penalty: 5265.886719
	Iteration 4F: 3 clusters Score -6444320 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6446073.000000 Penalty: 5265.886719
	Iteration 5F: 3 clusters Score -6446073 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -6448078.500000 Penalty: 5265.886719
	Iteration 6F: 3 clusters Score -6448078 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -6450030.000000 Penalty: 5265.886719
	Iteration 7F: 3 clusters Score -6450030 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -6451756.000000 Penalty: 5265.886719
	Iteration 8Q: 3 clusters Score -6451756 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6453050.500000 Penalty: 5265.886719
	Iteration 9Q: 3 clusters Score -6453050 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6453816.500000 Penalty: 5265.886719
	Iteration 10Q: 3 clusters Score -6453816 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6454252.500000 Penalty: 5265.886719
	Iteration 11Q: 3 clusters Score -6454252 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6454567.500000 Penalty: 5265.886719
	Iteration 12Q: 3 clusters Score -6454568 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6454790.000000 Penalty: 5265.886719
	Iteration 13Q: 3 clusters Score -6454790 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6454913.500000 Penalty: 5265.886719
	Iteration 14Q: 3 clusters Score -6454914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6455015.000000 Penalty: 5265.886719
	Iteration 15Q: 3 clusters Score -6455015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6455097.500000 Penalty: 5265.886719
	Iteration 16Q: 3 clusters Score -6455098 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6455164.000000 Penalty: 5265.886719
	Iteration 17Q: 3 clusters Score -6455164 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6455233.000000 Penalty: 5265.886719
	Iteration 18Q: 3 clusters Score -6455233 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6455283.000000 Penalty: 5265.886719
	Iteration 19Q: 3 clusters Score -6455283 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6455312.000000 Penalty: 5265.886719
	Iteration 20F: 3 clusters Score -6455312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6455341.000000 Penalty: 5265.886719
	Iteration 21Q: 3 clusters Score -6455341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6455381.000000 Penalty: 5265.886719
	Iteration 22Q: 3 clusters Score -6455381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6455405.000000 Penalty: 5265.886719
	Iteration 23Q: 3 clusters Score -6455405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6455428.500000 Penalty: 5265.886719
	Iteration 24Q: 3 clusters Score -6455428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6455442.500000 Penalty: 5265.886719
	Iteration 25Q: 3 clusters Score -6455442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6455459.500000 Penalty: 5265.886719
	Iteration 26Q: 3 clusters Score -6455460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6455473.000000 Penalty: 5265.886719
	Iteration 27Q: 3 clusters Score -6455473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6455490.000000 Penalty: 5265.886719
	Iteration 28Q: 3 clusters Score -6455490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6455496.000000 Penalty: 5265.886719
	Iteration 29Q: 3 clusters Score -6455496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6455508.000000 Penalty: 5265.886719
	Iteration 30Q: 3 clusters Score -6455508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6455508.000000 Penalty: 5265.886719
	Iteration 31Q: 3 clusters Score -6455508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6455525.000000 Penalty: 5265.886719
	Iteration 32Q: 3 clusters Score -6455525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6455521.000000 Penalty: 5265.886719
	Iteration 33Q: 3 clusters Score -6455521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6455539.000000 Penalty: 5265.886719
	Iteration 34Q: 3 clusters Score -6455539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6455539.500000 Penalty: 5265.886719
	Iteration 35Q: 3 clusters Score -6455540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6455546.500000 Penalty: 5265.886719
	Iteration 36Q: 3 clusters Score -6455546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6455556.000000 Penalty: 5265.886719
	Iteration 37Q: 3 clusters Score -6455556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6455564.000000 Penalty: 5265.886719
	Iteration 38Q: 3 clusters Score -6455564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6455569.500000 Penalty: 5265.886719
	Iteration 39Q: 3 clusters Score -6455570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6455567.500000 Penalty: 5265.886719
	Iteration 40F: 3 clusters Score -6455568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6455573.500000 Penalty: 5265.886719
	Iteration 41Q: 3 clusters Score -6455574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6455573.000000 Penalty: 5265.886719
	Iteration 42Q: 3 clusters Score -6455573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6455580.000000 Penalty: 5265.886719
	Iteration 43Q: 3 clusters Score -6455580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6455580.000000 Penalty: 5265.886719
	Iteration 44Q: 3 clusters Score -6455580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6455577.500000 Penalty: 5265.886719
	Iteration 45Q: 3 clusters Score -6455578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6455577.500000 Penalty: 5265.886719
	Iteration 46Q: 3 clusters Score -6455578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6455575.500000 Penalty: 5265.886719
	Iteration 47Q: 3 clusters Score -6455576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6455582.500000 Penalty: 5265.886719
	Iteration 48Q: 3 clusters Score -6455582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6455580.000000 Penalty: 5265.886719
	Iteration 49Q: 3 clusters Score -6455580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6455578.500000 Penalty: 5265.886719
	Iteration 50Q: 3 clusters Score -6455578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6455579.500000 Penalty: 5265.886719
	Iteration 51Q: 3 clusters Score -6455580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6455574.000000 Penalty: 5265.886719
	Iteration 52Q: 3 clusters Score -6455574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6455574.000000 Penalty: 5265.886719
	Iteration 53F: 3 clusters Score -6455574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Entering Unmasked Estep 
Score: -3276796.750000 Penalty: 2469.824219
	Iteration 0F: 2 clusters Score -3276797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3261966.750000 Penalty: 4939.648438
	Iteration 0F: 3 clusters Score -3261967 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3267299.500000 Penalty: 4939.648438
	Iteration 1F: 3 clusters Score -3267300 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3268181.500000 Penalty: 4939.648438
	Iteration 2F: 3 clusters Score -3268182 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3269269.500000 Penalty: 4939.648438
	Iteration 3F: 3 clusters Score -3269270 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3270466.750000 Penalty: 4939.648438
	Iteration 4F: 3 clusters Score -3270467 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3271973.500000 Penalty: 4939.648438
	Iteration 5F: 3 clusters Score -3271974 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3273702.250000 Penalty: 4939.648438
	Iteration 6F: 3 clusters Score -3273702 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3275236.500000 Penalty: 4939.648438
	Iteration 7F: 3 clusters Score -3275236 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3276219.000000 Penalty: 4939.648438
	Iteration 8Q: 3 clusters Score -3276219 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3276703.000000 Penalty: 4939.648438
	Iteration 9Q: 3 clusters Score -3276703 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3276970.250000 Penalty: 4939.648438
	Iteration 10Q: 3 clusters Score -3276970 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3277116.000000 Penalty: 4939.648438
	Iteration 11Q: 3 clusters Score -3277116 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3277207.750000 Penalty: 4939.648438
	Iteration 12Q: 3 clusters Score -3277208 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3277252.750000 Penalty: 4939.648438
	Iteration 13Q: 3 clusters Score -3277253 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3277287.750000 Penalty: 4939.648438
	Iteration 14Q: 3 clusters Score -3277288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3277310.750000 Penalty: 4939.648438
	Iteration 15Q: 3 clusters Score -3277311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3277320.500000 Penalty: 4939.648438
	Iteration 16Q: 3 clusters Score -3277320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3277328.250000 Penalty: 4939.648438
	Iteration 17Q: 3 clusters Score -3277328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3277335.750000 Penalty: 4939.648438
	Iteration 18Q: 3 clusters Score -3277336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3277355.250000 Penalty: 4939.648438
	Iteration 19Q: 3 clusters Score -3277355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3277366.750000 Penalty: 4939.648438
	Iteration 20F: 3 clusters Score -3277367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3277382.750000 Penalty: 4939.648438
	Iteration 21Q: 3 clusters Score -3277383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3277391.000000 Penalty: 4939.648438
	Iteration 22Q: 3 clusters Score -3277391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3277404.750000 Penalty: 4939.648438
	Iteration 23Q: 3 clusters Score -3277405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3277405.000000 Penalty: 4939.648438
	Iteration 24Q: 3 clusters Score -3277405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3277417.250000 Penalty: 4939.648438
	Iteration 25Q: 3 clusters Score -3277417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3277418.250000 Penalty: 4939.648438
	Iteration 26Q: 3 clusters Score -3277418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3277427.500000 Penalty: 4939.648438
	Iteration 27Q: 3 clusters Score -3277428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3277437.250000 Penalty: 4939.648438
	Iteration 28Q: 3 clusters Score -3277437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3277434.500000 Penalty: 4939.648438
	Iteration 29Q: 3 clusters Score -3277434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3277433.500000 Penalty: 4939.648438
	Iteration 30Q: 3 clusters Score -3277434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3277437.750000 Penalty: 4939.648438
	Iteration 31Q: 3 clusters Score -3277438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3277436.500000 Penalty: 4939.648438
	Iteration 32Q: 3 clusters Score -3277436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3277441.250000 Penalty: 4939.648438
	Iteration 33Q: 3 clusters Score -3277441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3277438.000000 Penalty: 4939.648438
	Iteration 34Q: 3 clusters Score -3277438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3277442.750000 Penalty: 4939.648438
	Iteration 35Q: 3 clusters Score -3277443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3277443.750000 Penalty: 4939.648438
	Iteration 36Q: 3 clusters Score -3277444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3277446.000000 Penalty: 4939.648438
	Iteration 37Q: 3 clusters Score -3277446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3277448.750000 Penalty: 4939.648438
	Iteration 38Q: 3 clusters Score -3277449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3277450.750000 Penalty: 4939.648438
	Iteration 39Q: 3 clusters Score -3277451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3277447.750000 Penalty: 4939.648438
	Iteration 40F: 3 clusters Score -3277448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3277446.250000 Penalty: 4939.648438
	Iteration 41Q: 3 clusters Score -3277446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3277446.250000 Penalty: 4939.648438
	Iteration 42F: 3 clusters Score -3277446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 12066 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 6586 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 58639 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 9075 members 
Entering Unmasked Estep 
Score: -151855120.000000 Penalty: 188432.359375
Splitting cluster 9 changes total score from -151855296.000000 to -151855120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (105021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Entering Unmasked Estep 
Score: -16761451.000000 Penalty: 2867.354980
	Iteration 0F: 2 clusters Score -1.676145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -16700313.000000 Penalty: 5734.709961
	Iteration 0F: 3 clusters Score -1.670031e+07 nChanged 49690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -16728887.000000 Penalty: 5734.709961
	Iteration 1F: 3 clusters Score -1.672889e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -16729726.000000 Penalty: 5734.709961
	Iteration 2Q: 3 clusters Score -1.672973e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -16730683.000000 Penalty: 5734.709961
	Iteration 3Q: 3 clusters Score -1.673068e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -16732271.000000 Penalty: 5734.709961
	Iteration 4Q: 3 clusters Score -1.673227e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -16735302.000000 Penalty: 5734.709961
	Iteration 5F: 3 clusters Score -1.67353e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -16740233.000000 Penalty: 5734.709961
	Iteration 6F: 3 clusters Score -1.674023e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -16745818.000000 Penalty: 5734.709961
	Iteration 7F: 3 clusters Score -1.674582e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -16750183.000000 Penalty: 5734.709961
	Iteration 8F: 3 clusters Score -1.675018e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -16752306.000000 Penalty: 5734.709961
	Iteration 9F: 3 clusters Score -1.675231e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -16753390.000000 Penalty: 5734.709961
	Iteration 10Q: 3 clusters Score -1.675339e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -16754390.000000 Penalty: 5734.709961
	Iteration 11Q: 3 clusters Score -1.675439e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -16755288.000000 Penalty: 5734.709961
	Iteration 12Q: 3 clusters Score -1.675529e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -16756243.000000 Penalty: 5734.709961
	Iteration 13Q: 3 clusters Score -1.675624e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -16757108.000000 Penalty: 5734.709961
	Iteration 14Q: 3 clusters Score -1.675711e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -16757748.000000 Penalty: 5734.709961
	Iteration 15Q: 3 clusters Score -1.675775e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -16758213.000000 Penalty: 5734.709961
	Iteration 16Q: 3 clusters Score -1.675821e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -16758508.000000 Penalty: 5734.709961
	Iteration 17Q: 3 clusters Score -1.675851e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -16758721.000000 Penalty: 5734.709961
	Iteration 18Q: 3 clusters Score -1.675872e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -16758842.000000 Penalty: 5734.709961
	Iteration 19Q: 3 clusters Score -1.675884e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -16758938.000000 Penalty: 5734.709961
	Iteration 20F: 3 clusters Score -1.675894e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16759003.000000 Penalty: 5734.709961
	Iteration 21Q: 3 clusters Score -1.6759e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16759067.000000 Penalty: 5734.709961
	Iteration 22Q: 3 clusters Score -1.675907e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16759112.000000 Penalty: 5734.709961
	Iteration 23Q: 3 clusters Score -1.675911e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104239 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16759125.000000 Penalty: 5734.709961
	Iteration 24Q: 3 clusters Score -1.675912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16759150.000000 Penalty: 5734.709961
	Iteration 25Q: 3 clusters Score -1.675915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16759146.000000 Penalty: 5734.709961
	Iteration 26Q: 3 clusters Score -1.675915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16759154.000000 Penalty: 5734.709961
	Iteration 27Q: 3 clusters Score -1.675915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16759160.000000 Penalty: 5734.709961
	Iteration 28Q: 3 clusters Score -1.675916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104355 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16759171.000000 Penalty: 5734.709961
	Iteration 29Q: 3 clusters Score -1.675917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16759200.000000 Penalty: 5734.709961
	Iteration 30Q: 3 clusters Score -1.67592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -16759209.000000 Penalty: 5734.709961
	Iteration 31Q: 3 clusters Score -1.675921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104385 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -16759212.000000 Penalty: 5734.709961
	Iteration 32Q: 3 clusters Score -1.675921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16759214.000000 Penalty: 5734.709961
	Iteration 33Q: 3 clusters Score -1.675921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16759210.000000 Penalty: 5734.709961
	Iteration 34Q: 3 clusters Score -1.675921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16759223.000000 Penalty: 5734.709961
	Iteration 35Q: 3 clusters Score -1.675922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104399 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16759217.000000 Penalty: 5734.709961
	Iteration 36Q: 3 clusters Score -1.675922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104403 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16759221.000000 Penalty: 5734.709961
	Iteration 37Q: 3 clusters Score -1.675922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -16759230.000000 Penalty: 5734.709961
	Iteration 38Q: 3 clusters Score -1.675923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104406 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16759242.000000 Penalty: 5734.709961
	Iteration 39Q: 3 clusters Score -1.675924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104407 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -16759239.000000 Penalty: 5734.709961
	Iteration 40F: 3 clusters Score -1.675924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Entering Unmasked Estep 
Score: -1148224.125000 Penalty: 2209.657959
	Iteration 0F: 2 clusters Score -1148224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1142204.750000 Penalty: 4419.315918
	Iteration 0F: 3 clusters Score -1142205 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1144072.250000 Penalty: 4419.315918
	Iteration 1F: 3 clusters Score -1144072 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1144725.250000 Penalty: 4419.315918
	Iteration 2F: 3 clusters Score -1144725 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1145322.250000 Penalty: 4419.315918
	Iteration 3F: 3 clusters Score -1145322 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1145754.250000 Penalty: 4419.315918
	Iteration 4F: 3 clusters Score -1145754 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1146029.000000 Penalty: 4419.315918
	Iteration 5F: 3 clusters Score -1146029 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1146180.750000 Penalty: 4419.315918
	Iteration 6Q: 3 clusters Score -1146181 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1146273.250000 Penalty: 4419.315918
	Iteration 7Q: 3 clusters Score -1146273 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1146340.375000 Penalty: 4419.315918
	Iteration 8Q: 3 clusters Score -1146340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1146375.625000 Penalty: 4419.315918
	Iteration 9Q: 3 clusters Score -1146376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1146395.625000 Penalty: 4419.315918
	Iteration 10Q: 3 clusters Score -1146396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1146409.750000 Penalty: 4419.315918
	Iteration 11Q: 3 clusters Score -1146410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1146417.750000 Penalty: 4419.315918
	Iteration 12Q: 3 clusters Score -1146418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1146420.625000 Penalty: 4419.315918
	Iteration 13Q: 3 clusters Score -1146421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1146425.500000 Penalty: 4419.315918
	Iteration 14Q: 3 clusters Score -1146426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1146430.000000 Penalty: 4419.315918
	Iteration 15Q: 3 clusters Score -1146430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1146429.875000 Penalty: 4419.315918
	Iteration 16Q: 3 clusters Score -1146430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1146431.125000 Penalty: 4419.315918
	Iteration 17Q: 3 clusters Score -1146431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1146432.250000 Penalty: 4419.315918
	Iteration 18Q: 3 clusters Score -1146432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1146435.250000 Penalty: 4419.315918
	Iteration 19Q: 3 clusters Score -1146435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1146434.500000 Penalty: 4419.315918
	Iteration 20F: 3 clusters Score -1146434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1146435.000000 Penalty: 4419.315918
	Iteration 21Q: 3 clusters Score -1146435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1146434.625000 Penalty: 4419.315918
	Iteration 22Q: 3 clusters Score -1146435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1146434.750000 Penalty: 4419.315918
	Iteration 23Q: 3 clusters Score -1146435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1146435.375000 Penalty: 4419.315918
	Iteration 24Q: 3 clusters Score -1146435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1146439.000000 Penalty: 4419.315918
	Iteration 25Q: 3 clusters Score -1146439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1146439.500000 Penalty: 4419.315918
	Iteration 26Q: 3 clusters Score -1146440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1146443.000000 Penalty: 4419.315918
	Iteration 27Q: 3 clusters Score -1146443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1146442.750000 Penalty: 4419.315918
	Iteration 28Q: 3 clusters Score -1146443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1146443.875000 Penalty: 4419.315918
	Iteration 29Q: 3 clusters Score -1146444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1146445.750000 Penalty: 4419.315918
	Iteration 30Q: 3 clusters Score -1146446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1146449.000000 Penalty: 4419.315918
	Iteration 31Q: 3 clusters Score -1146449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1146447.125000 Penalty: 4419.315918
	Iteration 32Q: 3 clusters Score -1146447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1146446.000000 Penalty: 4419.315918
	Iteration 33Q: 3 clusters Score -1146446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1146444.500000 Penalty: 4419.315918
	Iteration 34Q: 3 clusters Score -1146444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1146444.500000 Penalty: 4419.315918
	Iteration 35F: 3 clusters Score -1146444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1787778.000000 Penalty: 2319.750977
	Iteration 0F: 2 clusters Score -1787778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1779158.250000 Penalty: 4639.501953
	Iteration 0F: 3 clusters Score -1779158 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1782046.125000 Penalty: 4639.501953
	Iteration 1F: 3 clusters Score -1782046 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1782799.000000 Penalty: 4639.501953
	Iteration 2F: 3 clusters Score -1782799 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1783602.375000 Penalty: 4639.501953
	Iteration 3F: 3 clusters Score -1783602 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1784486.000000 Penalty: 4639.501953
	Iteration 4F: 3 clusters Score -1784486 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1785274.000000 Penalty: 4639.501953
	Iteration 5F: 3 clusters Score -1785274 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1785775.125000 Penalty: 4639.501953
	Iteration 6F: 3 clusters Score -1785775 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1786067.125000 Penalty: 4639.501953
	Iteration 7Q: 3 clusters Score -1786067 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1786295.375000 Penalty: 4639.501953
	Iteration 8Q: 3 clusters Score -1786295 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1786497.750000 Penalty: 4639.501953
	Iteration 9Q: 3 clusters Score -1786498 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1786599.375000 Penalty: 4639.501953
	Iteration 10Q: 3 clusters Score -1786599 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1786655.875000 Penalty: 4639.501953
	Iteration 11Q: 3 clusters Score -1786656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1786697.875000 Penalty: 4639.501953
	Iteration 12Q: 3 clusters Score -1786698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1786722.875000 Penalty: 4639.501953
	Iteration 13Q: 3 clusters Score -1786723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1786741.750000 Penalty: 4639.501953
	Iteration 14Q: 3 clusters Score -1786742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1786750.625000 Penalty: 4639.501953
	Iteration 15Q: 3 clusters Score -1786751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1786760.000000 Penalty: 4639.501953
	Iteration 16Q: 3 clusters Score -1786760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1786767.500000 Penalty: 4639.501953
	Iteration 17Q: 3 clusters Score -1786768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1786772.875000 Penalty: 4639.501953
	Iteration 18Q: 3 clusters Score -1786773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1786785.750000 Penalty: 4639.501953
	Iteration 19Q: 3 clusters Score -1786786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1786790.875000 Penalty: 4639.501953
	Iteration 20F: 3 clusters Score -1786791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1786791.625000 Penalty: 4639.501953
	Iteration 21Q: 3 clusters Score -1786792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1786795.875000 Penalty: 4639.501953
	Iteration 22Q: 3 clusters Score -1786796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1786797.375000 Penalty: 4639.501953
	Iteration 23Q: 3 clusters Score -1786797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1786805.000000 Penalty: 4639.501953
	Iteration 24Q: 3 clusters Score -1786805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1786809.875000 Penalty: 4639.501953
	Iteration 25Q: 3 clusters Score -1786810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1786813.750000 Penalty: 4639.501953
	Iteration 26Q: 3 clusters Score -1786814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1786814.625000 Penalty: 4639.501953
	Iteration 27Q: 3 clusters Score -1786815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1786815.625000 Penalty: 4639.501953
	Iteration 28Q: 3 clusters Score -1786816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1786812.625000 Penalty: 4639.501953
	Iteration 29Q: 3 clusters Score -1786813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1786820.125000 Penalty: 4639.501953
	Iteration 30Q: 3 clusters Score -1786820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1786820.375000 Penalty: 4639.501953
	Iteration 31Q: 3 clusters Score -1786820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1786825.875000 Penalty: 4639.501953
	Iteration 32Q: 3 clusters Score -1786826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1786825.625000 Penalty: 4639.501953
	Iteration 33Q: 3 clusters Score -1786826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1786828.125000 Penalty: 4639.501953
	Iteration 34Q: 3 clusters Score -1786828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1786829.875000 Penalty: 4639.501953
	Iteration 35Q: 3 clusters Score -1786830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1786830.625000 Penalty: 4639.501953
	Iteration 36Q: 3 clusters Score -1786831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1786831.500000 Penalty: 4639.501953
	Iteration 37Q: 3 clusters Score -1786832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1786830.625000 Penalty: 4639.501953
	Iteration 38Q: 3 clusters Score -1786831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1786830.625000 Penalty: 4639.501953
	Iteration 39Q: 3 clusters Score -1786831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1786834.125000 Penalty: 4639.501953
	Iteration 40F: 3 clusters Score -1786834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1786834.375000 Penalty: 4639.501953
	Iteration 41Q: 3 clusters Score -1786834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1786832.750000 Penalty: 4639.501953
	Iteration 42Q: 3 clusters Score -1786833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1786833.750000 Penalty: 4639.501953
	Iteration 43Q: 3 clusters Score -1786834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1786834.000000 Penalty: 4639.501953
	Iteration 44Q: 3 clusters Score -1786834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1786835.625000 Penalty: 4639.501953
	Iteration 45Q: 3 clusters Score -1786836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1786835.625000 Penalty: 4639.501953
	Iteration 46F: 3 clusters Score -1786836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Entering Unmasked Estep 
Score: -1011543.125000 Penalty: 2180.590088
	Iteration 0F: 2 clusters Score -1011543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1005938.437500 Penalty: 4361.180176
	Iteration 0F: 3 clusters Score -1005938 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1007461.500000 Penalty: 4361.180176
	Iteration 1F: 3 clusters Score -1007462 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1007790.187500 Penalty: 4361.180176
	Iteration 2F: 3 clusters Score -1007790 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1008092.625000 Penalty: 4361.180176
	Iteration 3F: 3 clusters Score -1008093 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1008476.750000 Penalty: 4361.180176
	Iteration 4F: 3 clusters Score -1008477 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1008942.437500 Penalty: 4361.180176
	Iteration 5F: 3 clusters Score -1008942 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1009568.812500 Penalty: 4361.180176
	Iteration 6F: 3 clusters Score -1009569 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1010234.312500 Penalty: 4361.180176
	Iteration 7F: 3 clusters Score -1010234 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1010783.062500 Penalty: 4361.180176
	Iteration 8F: 3 clusters Score -1010783 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1011224.687500 Penalty: 4361.180176
	Iteration 9F: 3 clusters Score -1011225 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1011574.500000 Penalty: 4361.180176
	Iteration 10Q: 3 clusters Score -1011574 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1011779.000000 Penalty: 4361.180176
	Iteration 11Q: 3 clusters Score -1011779 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1011935.875000 Penalty: 4361.180176
	Iteration 12Q: 3 clusters Score -1011936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1012097.500000 Penalty: 4361.180176
	Iteration 13Q: 3 clusters Score -1012098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1012261.125000 Penalty: 4361.180176
	Iteration 14Q: 3 clusters Score -1012261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1012419.125000 Penalty: 4361.180176
	Iteration 15Q: 3 clusters Score -1012419 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1012536.125000 Penalty: 4361.180176
	Iteration 16Q: 3 clusters Score -1012536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1012613.562500 Penalty: 4361.180176
	Iteration 17Q: 3 clusters Score -1012614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1012651.812500 Penalty: 4361.180176
	Iteration 18Q: 3 clusters Score -1012652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1012689.750000 Penalty: 4361.180176
	Iteration 19Q: 3 clusters Score -1012690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1012712.375000 Penalty: 4361.180176
	Iteration 20F: 3 clusters Score -1012712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1012726.625000 Penalty: 4361.180176
	Iteration 21Q: 3 clusters Score -1012727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1012737.687500 Penalty: 4361.180176
	Iteration 22Q: 3 clusters Score -1012738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1012747.687500 Penalty: 4361.180176
	Iteration 23Q: 3 clusters Score -1012748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1012759.500000 Penalty: 4361.180176
	Iteration 24Q: 3 clusters Score -1012760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1012767.312500 Penalty: 4361.180176
	Iteration 25Q: 3 clusters Score -1012767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1012773.375000 Penalty: 4361.180176
	Iteration 26Q: 3 clusters Score -1012773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1012781.375000 Penalty: 4361.180176
	Iteration 27Q: 3 clusters Score -1012781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1012786.250000 Penalty: 4361.180176
	Iteration 28Q: 3 clusters Score -1012786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1012793.750000 Penalty: 4361.180176
	Iteration 29Q: 3 clusters Score -1012794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1012801.312500 Penalty: 4361.180176
	Iteration 30Q: 3 clusters Score -1012801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1012808.125000 Penalty: 4361.180176
	Iteration 31Q: 3 clusters Score -1012808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1012818.062500 Penalty: 4361.180176
	Iteration 32Q: 3 clusters Score -1012818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1012827.562500 Penalty: 4361.180176
	Iteration 33Q: 3 clusters Score -1012828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1012836.875000 Penalty: 4361.180176
	Iteration 34Q: 3 clusters Score -1012837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1012838.625000 Penalty: 4361.180176
	Iteration 35Q: 3 clusters Score -1012839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1012840.125000 Penalty: 4361.180176
	Iteration 36Q: 3 clusters Score -1012840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1012844.875000 Penalty: 4361.180176
	Iteration 37Q: 3 clusters Score -1012845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1012847.812500 Penalty: 4361.180176
	Iteration 38Q: 3 clusters Score -1012848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1012850.625000 Penalty: 4361.180176
	Iteration 39Q: 3 clusters Score -1012851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1012853.937500 Penalty: 4361.180176
	Iteration 40F: 3 clusters Score -1012854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1012853.937500 Penalty: 4361.180176
	Iteration 41Q: 3 clusters Score -1012854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1012852.437500 Penalty: 4361.180176
	Iteration 42Q: 3 clusters Score -1012852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1012857.312500 Penalty: 4361.180176
	Iteration 43Q: 3 clusters Score -1012857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1012855.375000 Penalty: 4361.180176
	Iteration 44Q: 3 clusters Score -1012855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1012857.937500 Penalty: 4361.180176
	Iteration 45Q: 3 clusters Score -1012858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1012856.812500 Penalty: 4361.180176
	Iteration 46Q: 3 clusters Score -1012857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1012857.750000 Penalty: 4361.180176
	Iteration 47Q: 3 clusters Score -1012858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1012859.125000 Penalty: 4361.180176
	Iteration 48Q: 3 clusters Score -1012859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1012858.625000 Penalty: 4361.180176
	Iteration 49Q: 3 clusters Score -1012859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1012860.500000 Penalty: 4361.180176
	Iteration 50Q: 3 clusters Score -1012860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1012861.875000 Penalty: 4361.180176
	Iteration 51Q: 3 clusters Score -1012862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1012862.625000 Penalty: 4361.180176
	Iteration 52Q: 3 clusters Score -1012863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1012864.500000 Penalty: 4361.180176
	Iteration 53Q: 3 clusters Score -1012864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1012864.687500 Penalty: 4361.180176
	Iteration 54Q: 3 clusters Score -1012865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1012866.000000 Penalty: 4361.180176
	Iteration 55Q: 3 clusters Score -1012866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1012869.062500 Penalty: 4361.180176
	Iteration 56Q: 3 clusters Score -1012869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1012869.062500 Penalty: 4361.180176
	Iteration 57F: 3 clusters Score -1012869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 58639 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Entering Unmasked Estep 
Score: -151855376.000000 Penalty: 188432.359375
Splitting cluster 13 changes total score from -151855296.000000 to -151855376.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 14 (4380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Entering Unmasked Estep 
Score: -676765.937500 Penalty: 2079.431396
	Iteration 0F: 2 clusters Score -676765.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -672709.125000 Penalty: 4158.862793
	Iteration 0F: 3 clusters Score -672709.1 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -673643.437500 Penalty: 4158.862793
	Iteration 1F: 3 clusters Score -673643.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -673901.312500 Penalty: 4158.862793
	Iteration 2F: 3 clusters Score -673901.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -674104.875000 Penalty: 4158.862793
	Iteration 3F: 3 clusters Score -674104.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -674296.687500 Penalty: 4158.862793
	Iteration 4Q: 3 clusters Score -674296.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -674504.687500 Penalty: 4158.862793
	Iteration 5Q: 3 clusters Score -674504.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -674799.500000 Penalty: 4158.862793
	Iteration 6F: 3 clusters Score -674799.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -675160.625000 Penalty: 4158.862793
	Iteration 7F: 3 clusters Score -675160.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -675731.937500 Penalty: 4158.862793
	Iteration 8F: 3 clusters Score -675731.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -676523.750000 Penalty: 4158.862793
	Iteration 9F: 3 clusters Score -676523.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -676866.875000 Penalty: 4158.862793
	Iteration 10Q: 3 clusters Score -676866.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -676968.125000 Penalty: 4158.862793
	Iteration 11Q: 3 clusters Score -676968.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -677014.187500 Penalty: 4158.862793
	Iteration 12Q: 3 clusters Score -677014.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -677047.875000 Penalty: 4158.862793
	Iteration 13Q: 3 clusters Score -677047.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -677076.937500 Penalty: 4158.862793
	Iteration 14Q: 3 clusters Score -677076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -677092.812500 Penalty: 4158.862793
	Iteration 15Q: 3 clusters Score -677092.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -677110.187500 Penalty: 4158.862793
	Iteration 16Q: 3 clusters Score -677110.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -677134.000000 Penalty: 4158.862793
	Iteration 17Q: 3 clusters Score -677134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -677183.250000 Penalty: 4158.862793
	Iteration 18Q: 3 clusters Score -677183.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -677247.187500 Penalty: 4158.862793
	Iteration 19Q: 3 clusters Score -677247.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -677324.125000 Penalty: 4158.862793
	Iteration 20F: 3 clusters Score -677324.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -677433.875000 Penalty: 4158.862793
	Iteration 21Q: 3 clusters Score -677433.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -677518.937500 Penalty: 4158.862793
	Iteration 22Q: 3 clusters Score -677518.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -677575.625000 Penalty: 4158.862793
	Iteration 23Q: 3 clusters Score -677575.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -677618.875000 Penalty: 4158.862793
	Iteration 24Q: 3 clusters Score -677618.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -677657.687500 Penalty: 4158.862793
	Iteration 25Q: 3 clusters Score -677657.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -677688.000000 Penalty: 4158.862793
	Iteration 26Q: 3 clusters Score -677688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -677711.625000 Penalty: 4158.862793
	Iteration 27Q: 3 clusters Score -677711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -677718.062500 Penalty: 4158.862793
	Iteration 28Q: 3 clusters Score -677718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -677724.000000 Penalty: 4158.862793
	Iteration 29Q: 3 clusters Score -677724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -677732.687500 Penalty: 4158.862793
	Iteration 30Q: 3 clusters Score -677732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -677743.250000 Penalty: 4158.862793
	Iteration 31Q: 3 clusters Score -677743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -677749.875000 Penalty: 4158.862793
	Iteration 32Q: 3 clusters Score -677749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -677753.500000 Penalty: 4158.862793
	Iteration 33Q: 3 clusters Score -677753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -677755.812500 Penalty: 4158.862793
	Iteration 34Q: 3 clusters Score -677755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -677756.500000 Penalty: 4158.862793
	Iteration 35Q: 3 clusters Score -677756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -677755.625000 Penalty: 4158.862793
	Iteration 36Q: 3 clusters Score -677755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -677755.625000 Penalty: 4158.862793
	Iteration 37F: 3 clusters Score -677755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 1629 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 15374 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 58639 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 2751 members 
Entering Unmasked Estep 
Score: -151855024.000000 Penalty: 191858.390625
Splitting cluster 14 changes total score from -151855296.000000 to -151855024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -777857.750000 Penalty: 2123.322266
	Iteration 0F: 2 clusters Score -777857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -773165.625000 Penalty: 4246.644531
	Iteration 0F: 3 clusters Score -773165.6 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -774443.250000 Penalty: 4246.644531
	Iteration 1F: 3 clusters Score -774443.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -774787.375000 Penalty: 4246.644531
	Iteration 2F: 3 clusters Score -774787.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -775051.750000 Penalty: 4246.644531
	Iteration 3F: 3 clusters Score -775051.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -775267.562500 Penalty: 4246.644531
	Iteration 4F: 3 clusters Score -775267.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -775452.500000 Penalty: 4246.644531
	Iteration 5Q: 3 clusters Score -775452.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -775624.125000 Penalty: 4246.644531
	Iteration 6Q: 3 clusters Score -775624.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -775767.000000 Penalty: 4246.644531
	Iteration 7Q: 3 clusters Score -775767 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -775909.875000 Penalty: 4246.644531
	Iteration 8Q: 3 clusters Score -775909.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -776088.375000 Penalty: 4246.644531
	Iteration 9Q: 3 clusters Score -776088.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -776250.562500 Penalty: 4246.644531
	Iteration 10Q: 3 clusters Score -776250.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -776423.125000 Penalty: 4246.644531
	Iteration 11Q: 3 clusters Score -776423.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -776583.312500 Penalty: 4246.644531
	Iteration 12Q: 3 clusters Score -776583.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -776717.125000 Penalty: 4246.644531
	Iteration 13Q: 3 clusters Score -776717.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -776818.750000 Penalty: 4246.644531
	Iteration 14Q: 3 clusters Score -776818.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -776904.000000 Penalty: 4246.644531
	Iteration 15Q: 3 clusters Score -776904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -776959.875000 Penalty: 4246.644531
	Iteration 16Q: 3 clusters Score -776959.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -776990.187500 Penalty: 4246.644531
	Iteration 17Q: 3 clusters Score -776990.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -777021.937500 Penalty: 4246.644531
	Iteration 18Q: 3 clusters Score -777021.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -777062.625000 Penalty: 4246.644531
	Iteration 19Q: 3 clusters Score -777062.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -777094.812500 Penalty: 4246.644531
	Iteration 20F: 3 clusters Score -777094.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -777116.687500 Penalty: 4246.644531
	Iteration 21Q: 3 clusters Score -777116.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -777144.187500 Penalty: 4246.644531
	Iteration 22Q: 3 clusters Score -777144.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -777161.062500 Penalty: 4246.644531
	Iteration 23Q: 3 clusters Score -777161.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -777172.750000 Penalty: 4246.644531
	Iteration 24Q: 3 clusters Score -777172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -777177.500000 Penalty: 4246.644531
	Iteration 25Q: 3 clusters Score -777177.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -777190.937500 Penalty: 4246.644531
	Iteration 26Q: 3 clusters Score -777190.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -777205.312500 Penalty: 4246.644531
	Iteration 27Q: 3 clusters Score -777205.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -777218.000000 Penalty: 4246.644531
	Iteration 28Q: 3 clusters Score -777218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -777229.125000 Penalty: 4246.644531
	Iteration 29Q: 3 clusters Score -777229.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -777237.625000 Penalty: 4246.644531
	Iteration 30Q: 3 clusters Score -777237.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -777244.375000 Penalty: 4246.644531
	Iteration 31Q: 3 clusters Score -777244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -777246.312500 Penalty: 4246.644531
	Iteration 32Q: 3 clusters Score -777246.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -777251.562500 Penalty: 4246.644531
	Iteration 33Q: 3 clusters Score -777251.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -777256.062500 Penalty: 4246.644531
	Iteration 34Q: 3 clusters Score -777256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -777257.750000 Penalty: 4246.644531
	Iteration 35Q: 3 clusters Score -777257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -777259.187500 Penalty: 4246.644531
	Iteration 36Q: 3 clusters Score -777259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -777261.187500 Penalty: 4246.644531
	Iteration 37Q: 3 clusters Score -777261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -777261.375000 Penalty: 4246.644531
	Iteration 38Q: 3 clusters Score -777261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -777262.875000 Penalty: 4246.644531
	Iteration 39Q: 3 clusters Score -777262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -777267.000000 Penalty: 4246.644531
	Iteration 40F: 3 clusters Score -777267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -777269.750000 Penalty: 4246.644531
	Iteration 41Q: 3 clusters Score -777269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -777273.625000 Penalty: 4246.644531
	Iteration 42Q: 3 clusters Score -777273.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -777278.437500 Penalty: 4246.644531
	Iteration 43Q: 3 clusters Score -777278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -777281.500000 Penalty: 4246.644531
	Iteration 44Q: 3 clusters Score -777281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -777281.125000 Penalty: 4246.644531
	Iteration 45Q: 3 clusters Score -777281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -777282.062500 Penalty: 4246.644531
	Iteration 46Q: 3 clusters Score -777282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -777282.250000 Penalty: 4246.644531
	Iteration 47Q: 3 clusters Score -777282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -777282.375000 Penalty: 4246.644531
	Iteration 48Q: 3 clusters Score -777282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -777283.875000 Penalty: 4246.644531
	Iteration 49Q: 3 clusters Score -777283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -777283.875000 Penalty: 4246.644531
	Iteration 50F: 3 clusters Score -777283.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -78103.835938 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -78103.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76567.390625 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -76567.39 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76814.031250 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -76814.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76918.664062 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -76918.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77093.835938 Penalty: 3134.208252
	Iteration 3F: 3 clusters Score -77093.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77199.312500 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -77199.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77273.710938 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -77273.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77325.406250 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -77325.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77364.093750 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -77364.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77432.085938 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -77432.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77471.937500 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -77471.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77490.375000 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -77490.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77504.632812 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -77504.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77510.195312 Penalty: 3134.208252
	Iteration 12Q: 3 clusters Score -77510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77512.601562 Penalty: 3134.208252
	Iteration 13Q: 3 clusters Score -77512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77513.781250 Penalty: 3134.208252
	Iteration 14Q: 3 clusters Score -77513.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77516.234375 Penalty: 3134.208252
	Iteration 15Q: 3 clusters Score -77516.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77516.234375 Penalty: 3134.208252
	Iteration 16F: 3 clusters Score -77516.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Entering Unmasked Estep 
Score: -1948539.750000 Penalty: 2361.639404
	Iteration 0F: 2 clusters Score -1948540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1938525.625000 Penalty: 4723.278809
	Iteration 0F: 3 clusters Score -1938526 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1942051.375000 Penalty: 4723.278809
	Iteration 1F: 3 clusters Score -1942051 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1942876.750000 Penalty: 4723.278809
	Iteration 2F: 3 clusters Score -1942877 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1943761.750000 Penalty: 4723.278809
	Iteration 3F: 3 clusters Score -1943762 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1944591.625000 Penalty: 4723.278809
	Iteration 4F: 3 clusters Score -1944592 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1945330.125000 Penalty: 4723.278809
	Iteration 5F: 3 clusters Score -1945330 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1945903.750000 Penalty: 4723.278809
	Iteration 6F: 3 clusters Score -1945904 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1946302.500000 Penalty: 4723.278809
	Iteration 7Q: 3 clusters Score -1946302 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1946651.875000 Penalty: 4723.278809
	Iteration 8Q: 3 clusters Score -1946652 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1946920.000000 Penalty: 4723.278809
	Iteration 9Q: 3 clusters Score -1946920 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1947076.875000 Penalty: 4723.278809
	Iteration 10Q: 3 clusters Score -1947077 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1947194.875000 Penalty: 4723.278809
	Iteration 11Q: 3 clusters Score -1947195 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1947296.625000 Penalty: 4723.278809
	Iteration 12Q: 3 clusters Score -1947297 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1947378.250000 Penalty: 4723.278809
	Iteration 13Q: 3 clusters Score -1947378 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1947447.875000 Penalty: 4723.278809
	Iteration 14Q: 3 clusters Score -1947448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1947509.500000 Penalty: 4723.278809
	Iteration 15Q: 3 clusters Score -1947510 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1947567.125000 Penalty: 4723.278809
	Iteration 16Q: 3 clusters Score -1947567 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1947630.250000 Penalty: 4723.278809
	Iteration 17Q: 3 clusters Score -1947630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1947677.125000 Penalty: 4723.278809
	Iteration 18Q: 3 clusters Score -1947677 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1947742.625000 Penalty: 4723.278809
	Iteration 19Q: 3 clusters Score -1947743 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1947791.125000 Penalty: 4723.278809
	Iteration 20F: 3 clusters Score -1947791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1947842.375000 Penalty: 4723.278809
	Iteration 21Q: 3 clusters Score -1947842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1947861.250000 Penalty: 4723.278809
	Iteration 22Q: 3 clusters Score -1947861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1947883.125000 Penalty: 4723.278809
	Iteration 23Q: 3 clusters Score -1947883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1947903.375000 Penalty: 4723.278809
	Iteration 24Q: 3 clusters Score -1947903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1947924.000000 Penalty: 4723.278809
	Iteration 25Q: 3 clusters Score -1947924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1947932.625000 Penalty: 4723.278809
	Iteration 26Q: 3 clusters Score -1947933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1947942.625000 Penalty: 4723.278809
	Iteration 27Q: 3 clusters Score -1947943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1947939.125000 Penalty: 4723.278809
	Iteration 28Q: 3 clusters Score -1947939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1947949.000000 Penalty: 4723.278809
	Iteration 29Q: 3 clusters Score -1947949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1947950.375000 Penalty: 4723.278809
	Iteration 30Q: 3 clusters Score -1947950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1947950.875000 Penalty: 4723.278809
	Iteration 31Q: 3 clusters Score -1947951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1947948.125000 Penalty: 4723.278809
	Iteration 32Q: 3 clusters Score -1947948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1947951.375000 Penalty: 4723.278809
	Iteration 33Q: 3 clusters Score -1947951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1947954.750000 Penalty: 4723.278809
	Iteration 34Q: 3 clusters Score -1947955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1947959.875000 Penalty: 4723.278809
	Iteration 35Q: 3 clusters Score -1947960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1947959.375000 Penalty: 4723.278809
	Iteration 36Q: 3 clusters Score -1947959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1947959.625000 Penalty: 4723.278809
	Iteration 37Q: 3 clusters Score -1947960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1947956.875000 Penalty: 4723.278809
	Iteration 38Q: 3 clusters Score -1947957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1947961.500000 Penalty: 4723.278809
	Iteration 39Q: 3 clusters Score -1947962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1947961.000000 Penalty: 4723.278809
	Iteration 40F: 3 clusters Score -1947961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1947963.750000 Penalty: 4723.278809
	Iteration 41Q: 3 clusters Score -1947964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1947964.625000 Penalty: 4723.278809
	Iteration 42Q: 3 clusters Score -1947965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1947964.875000 Penalty: 4723.278809
	Iteration 43Q: 3 clusters Score -1947965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1947964.875000 Penalty: 4723.278809
	Iteration 44Q: 3 clusters Score -1947965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1947970.750000 Penalty: 4723.278809
	Iteration 45Q: 3 clusters Score -1947971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1947969.500000 Penalty: 4723.278809
	Iteration 46Q: 3 clusters Score -1947970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1947965.375000 Penalty: 4723.278809
	Iteration 47Q: 3 clusters Score -1947965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1947969.250000 Penalty: 4723.278809
	Iteration 48Q: 3 clusters Score -1947969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1947970.125000 Penalty: 4723.278809
	Iteration 49Q: 3 clusters Score -1947970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1947972.750000 Penalty: 4723.278809
	Iteration 50Q: 3 clusters Score -1947973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1947974.000000 Penalty: 4723.278809
	Iteration 51Q: 3 clusters Score -1947974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1947971.375000 Penalty: 4723.278809
	Iteration 52Q: 3 clusters Score -1947971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1947971.375000 Penalty: 4723.278809
	Iteration 53F: 3 clusters Score -1947971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -716016.437500 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -716016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -711661.125000 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -711661.1 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -712739.875000 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -712739.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -713028.500000 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -713028.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -713239.562500 Penalty: 4194.681152
	Iteration 3F: 3 clusters Score -713239.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -713396.875000 Penalty: 4194.681152
	Iteration 4Q: 3 clusters Score -713396.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -713491.000000 Penalty: 4194.681152
	Iteration 5Q: 3 clusters Score -713491 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -713579.562500 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -713579.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -713671.062500 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -713671.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -713756.062500 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -713756.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -713824.875000 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -713824.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -713891.687500 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -713891.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -713979.625000 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -713979.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -714054.062500 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -714054.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -714129.875000 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -714129.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -714196.625000 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -714196.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -714246.187500 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -714246.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -714284.687500 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -714284.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -714332.062500 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -714332.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -714376.562500 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -714376.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -714404.625000 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -714404.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -714431.375000 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -714431.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -714454.562500 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -714454.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -714471.562500 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -714471.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -714484.875000 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -714484.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -714495.687500 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -714495.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -714503.875000 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -714503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -714506.937500 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -714506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -714510.937500 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -714510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -714512.562500 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -714512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -714514.125000 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -714514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -714514.562500 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -714514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -714514.187500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -714514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -714514.187500 Penalty: 4194.681152
	Iteration 32F: 3 clusters Score -714514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Entering Unmasked Estep 
Score: -12508783.000000 Penalty: 2796.633545
	Iteration 0F: 2 clusters Score -1.250878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -12456310.000000 Penalty: 5593.267090
	Iteration 0F: 3 clusters Score -1.245631e+07 nChanged 37008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -12477852.000000 Penalty: 5593.267090
	Iteration 1F: 3 clusters Score -1.247785e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -12479310.000000 Penalty: 5593.267090
	Iteration 2Q: 3 clusters Score -1.247931e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -12481440.000000 Penalty: 5593.267090
	Iteration 3F: 3 clusters Score -1.248144e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -12484400.000000 Penalty: 5593.267090
	Iteration 4F: 3 clusters Score -1.24844e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -12488075.000000 Penalty: 5593.267090
	Iteration 5F: 3 clusters Score -1.248808e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -12492685.000000 Penalty: 5593.267090
	Iteration 6F: 3 clusters Score -1.249268e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -12497712.000000 Penalty: 5593.267090
	Iteration 7F: 3 clusters Score -1.249771e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -12501919.000000 Penalty: 5593.267090
	Iteration 8F: 3 clusters Score -1.250192e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -12503995.000000 Penalty: 5593.267090
	Iteration 9Q: 3 clusters Score -1.2504e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -12504908.000000 Penalty: 5593.267090
	Iteration 10Q: 3 clusters Score -1.250491e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -12505300.000000 Penalty: 5593.267090
	Iteration 11Q: 3 clusters Score -1.25053e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -12505532.000000 Penalty: 5593.267090
	Iteration 12Q: 3 clusters Score -1.250553e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -12505651.000000 Penalty: 5593.267090
	Iteration 13Q: 3 clusters Score -1.250565e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -12505793.000000 Penalty: 5593.267090
	Iteration 14Q: 3 clusters Score -1.250579e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -12505862.000000 Penalty: 5593.267090
	Iteration 15Q: 3 clusters Score -1.250586e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -12505957.000000 Penalty: 5593.267090
	Iteration 16Q: 3 clusters Score -1.250596e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -12506059.000000 Penalty: 5593.267090
	Iteration 17Q: 3 clusters Score -1.250606e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -12506093.000000 Penalty: 5593.267090
	Iteration 18Q: 3 clusters Score -1.250609e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -12506141.000000 Penalty: 5593.267090
	Iteration 19Q: 3 clusters Score -1.250614e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -12506166.000000 Penalty: 5593.267090
	Iteration 20F: 3 clusters Score -1.250617e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -12506195.000000 Penalty: 5593.267090
	Iteration 21Q: 3 clusters Score -1.25062e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -12506192.000000 Penalty: 5593.267090
	Iteration 22Q: 3 clusters Score -1.250619e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -12506190.000000 Penalty: 5593.267090
	Iteration 23Q: 3 clusters Score -1.250619e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -12506214.000000 Penalty: 5593.267090
	Iteration 24Q: 3 clusters Score -1.250621e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -12506243.000000 Penalty: 5593.267090
	Iteration 25Q: 3 clusters Score -1.250624e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -12506242.000000 Penalty: 5593.267090
	Iteration 26Q: 3 clusters Score -1.250624e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -12506250.000000 Penalty: 5593.267090
	Iteration 27Q: 3 clusters Score -1.250625e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -12506249.000000 Penalty: 5593.267090
	Iteration 28Q: 3 clusters Score -1.250625e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -12506264.000000 Penalty: 5593.267090
	Iteration 29Q: 3 clusters Score -1.250626e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -12506268.000000 Penalty: 5593.267090
	Iteration 30Q: 3 clusters Score -1.250627e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -12506264.000000 Penalty: 5593.267090
	Iteration 31Q: 3 clusters Score -1.250626e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -12506273.000000 Penalty: 5593.267090
	Iteration 32Q: 3 clusters Score -1.250627e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -12506282.000000 Penalty: 5593.267090
	Iteration 33Q: 3 clusters Score -1.250628e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -12506291.000000 Penalty: 5593.267090
	Iteration 34Q: 3 clusters Score -1.250629e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -12506300.000000 Penalty: 5593.267090
	Iteration 35Q: 3 clusters Score -1.25063e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -12506302.000000 Penalty: 5593.267090
	Iteration 36Q: 3 clusters Score -1.25063e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -12506297.000000 Penalty: 5593.267090
	Iteration 37Q: 3 clusters Score -1.25063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -12506281.000000 Penalty: 5593.267090
	Iteration 38Q: 3 clusters Score -1.250628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -12506293.000000 Penalty: 5593.267090
	Iteration 39Q: 3 clusters Score -1.250629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -12506279.000000 Penalty: 5593.267090
	Iteration 40F: 3 clusters Score -1.250628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -12506293.000000 Penalty: 5593.267090
	Iteration 41Q: 3 clusters Score -1.250629e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -12506289.000000 Penalty: 5593.267090
	Iteration 42Q: 3 clusters Score -1.250629e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67603 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -12506288.000000 Penalty: 5593.267090
	Iteration 43Q: 3 clusters Score -1.250629e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -12506313.000000 Penalty: 5593.267090
	Iteration 44Q: 3 clusters Score -1.250631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -12506316.000000 Penalty: 5593.267090
	Iteration 45Q: 3 clusters Score -1.250632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -12506303.000000 Penalty: 5593.267090
	Iteration 46Q: 3 clusters Score -1.25063e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -12506319.000000 Penalty: 5593.267090
	Iteration 47Q: 3 clusters Score -1.250632e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -12506322.000000 Penalty: 5593.267090
	Iteration 48Q: 3 clusters Score -1.250632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -12506346.000000 Penalty: 5593.267090
	Iteration 49Q: 3 clusters Score -1.250635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -12506350.000000 Penalty: 5593.267090
	Iteration 50Q: 3 clusters Score -1.250635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -12506356.000000 Penalty: 5593.267090
	Iteration 51Q: 3 clusters Score -1.250636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -12506352.000000 Penalty: 5593.267090
	Iteration 52Q: 3 clusters Score -1.250635e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -12506351.000000 Penalty: 5593.267090
	Iteration 53Q: 3 clusters Score -1.250635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -12506347.000000 Penalty: 5593.267090
	Iteration 54Q: 3 clusters Score -1.250635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -12506349.000000 Penalty: 5593.267090
	Iteration 55Q: 3 clusters Score -1.250635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -12506346.000000 Penalty: 5593.267090
	Iteration 56Q: 3 clusters Score -1.250635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -12506352.000000 Penalty: 5593.267090
	Iteration 57Q: 3 clusters Score -1.250635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -12506347.000000 Penalty: 5593.267090
	Iteration 58Q: 3 clusters Score -1.250635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -12506340.000000 Penalty: 5593.267090
	Iteration 59Q: 3 clusters Score -1.250634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -12506348.000000 Penalty: 5593.267090
	Iteration 60F: 3 clusters Score -1.250635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -12506352.000000 Penalty: 5593.267090
	Iteration 61Q: 3 clusters Score -1.250635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -12506339.000000 Penalty: 5593.267090
	Iteration 62Q: 3 clusters Score -1.250634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -12506354.000000 Penalty: 5593.267090
	Iteration 63Q: 3 clusters Score -1.250635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -12506353.000000 Penalty: 5593.267090
	Iteration 64Q: 3 clusters Score -1.250635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -12506365.000000 Penalty: 5593.267090
	Iteration 65Q: 3 clusters Score -1.250636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -12506372.000000 Penalty: 5593.267090
	Iteration 66Q: 3 clusters Score -1.250637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -12506367.000000 Penalty: 5593.267090
	Iteration 67Q: 3 clusters Score -1.250637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -12506368.000000 Penalty: 5593.267090
	Iteration 68Q: 3 clusters Score -1.250637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -12506356.000000 Penalty: 5593.267090
	Iteration 69Q: 3 clusters Score -1.250636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -12506355.000000 Penalty: 5593.267090
	Iteration 70Q: 3 clusters Score -1.250636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -12506348.000000 Penalty: 5593.267090
	Iteration 71Q: 3 clusters Score -1.250635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -12506357.000000 Penalty: 5593.267090
	Iteration 72Q: 3 clusters Score -1.250636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -12506357.000000 Penalty: 5593.267090
	Iteration 73Q: 3 clusters Score -1.250636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -12506362.000000 Penalty: 5593.267090
	Iteration 74Q: 3 clusters Score -1.250636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -12506364.000000 Penalty: 5593.267090
	Iteration 75Q: 3 clusters Score -1.250636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -12506367.000000 Penalty: 5593.267090
	Iteration 76Q: 3 clusters Score -1.250637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -12506367.000000 Penalty: 5593.267090
	Iteration 77Q: 3 clusters Score -1.250637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -12506367.000000 Penalty: 5593.267090
	Iteration 78F: 3 clusters Score -1.250637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Entering Unmasked Estep 
Score: -2463201.500000 Penalty: 2390.827393
	Iteration 0F: 2 clusters Score -2463202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2452051.500000 Penalty: 4781.654785
	Iteration 0F: 3 clusters Score -2452052 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2455571.250000 Penalty: 4781.654785
	Iteration 1F: 3 clusters Score -2455571 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2455888.250000 Penalty: 4781.654785
	Iteration 2F: 3 clusters Score -2455888 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2456181.250000 Penalty: 4781.654785
	Iteration 3Q: 3 clusters Score -2456181 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2456551.750000 Penalty: 4781.654785
	Iteration 4Q: 3 clusters Score -2456552 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2457006.750000 Penalty: 4781.654785
	Iteration 5Q: 3 clusters Score -2457007 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2457389.750000 Penalty: 4781.654785
	Iteration 6Q: 3 clusters Score -2457390 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2457673.500000 Penalty: 4781.654785
	Iteration 7Q: 3 clusters Score -2457674 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2457920.500000 Penalty: 4781.654785
	Iteration 8Q: 3 clusters Score -2457920 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2458226.500000 Penalty: 4781.654785
	Iteration 9Q: 3 clusters Score -2458226 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2458570.250000 Penalty: 4781.654785
	Iteration 10Q: 3 clusters Score -2458570 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2458897.500000 Penalty: 4781.654785
	Iteration 11Q: 3 clusters Score -2458898 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2459216.250000 Penalty: 4781.654785
	Iteration 12Q: 3 clusters Score -2459216 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2459514.000000 Penalty: 4781.654785
	Iteration 13Q: 3 clusters Score -2459514 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2459802.500000 Penalty: 4781.654785
	Iteration 14Q: 3 clusters Score -2459802 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2460106.000000 Penalty: 4781.654785
	Iteration 15Q: 3 clusters Score -2460106 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2460381.500000 Penalty: 4781.654785
	Iteration 16Q: 3 clusters Score -2460382 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2460678.250000 Penalty: 4781.654785
	Iteration 17Q: 3 clusters Score -2460678 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2460983.000000 Penalty: 4781.654785
	Iteration 18Q: 3 clusters Score -2460983 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2461295.250000 Penalty: 4781.654785
	Iteration 19Q: 3 clusters Score -2461295 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2461591.500000 Penalty: 4781.654785
	Iteration 20F: 3 clusters Score -2461592 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2461793.750000 Penalty: 4781.654785
	Iteration 21Q: 3 clusters Score -2461794 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2461936.250000 Penalty: 4781.654785
	Iteration 22Q: 3 clusters Score -2461936 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2461996.750000 Penalty: 4781.654785
	Iteration 23Q: 3 clusters Score -2461997 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2462034.750000 Penalty: 4781.654785
	Iteration 24Q: 3 clusters Score -2462035 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2462067.250000 Penalty: 4781.654785
	Iteration 25Q: 3 clusters Score -2462067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2462080.250000 Penalty: 4781.654785
	Iteration 26Q: 3 clusters Score -2462080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2462088.750000 Penalty: 4781.654785
	Iteration 27Q: 3 clusters Score -2462089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2462103.750000 Penalty: 4781.654785
	Iteration 28Q: 3 clusters Score -2462104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2462106.500000 Penalty: 4781.654785
	Iteration 29Q: 3 clusters Score -2462106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2462107.750000 Penalty: 4781.654785
	Iteration 30Q: 3 clusters Score -2462108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2462116.250000 Penalty: 4781.654785
	Iteration 31Q: 3 clusters Score -2462116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2462113.500000 Penalty: 4781.654785
	Iteration 32Q: 3 clusters Score -2462114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2462121.250000 Penalty: 4781.654785
	Iteration 33Q: 3 clusters Score -2462121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2462127.500000 Penalty: 4781.654785
	Iteration 34Q: 3 clusters Score -2462128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2462141.250000 Penalty: 4781.654785
	Iteration 35Q: 3 clusters Score -2462141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2462137.750000 Penalty: 4781.654785
	Iteration 36Q: 3 clusters Score -2462138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2462144.500000 Penalty: 4781.654785
	Iteration 37Q: 3 clusters Score -2462144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2462152.750000 Penalty: 4781.654785
	Iteration 38Q: 3 clusters Score -2462153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2462161.250000 Penalty: 4781.654785
	Iteration 39Q: 3 clusters Score -2462161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2462166.750000 Penalty: 4781.654785
	Iteration 40F: 3 clusters Score -2462167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2462174.250000 Penalty: 4781.654785
	Iteration 41Q: 3 clusters Score -2462174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2462193.750000 Penalty: 4781.654785
	Iteration 42Q: 3 clusters Score -2462194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2462220.500000 Penalty: 4781.654785
	Iteration 43Q: 3 clusters Score -2462220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2462256.500000 Penalty: 4781.654785
	Iteration 44Q: 3 clusters Score -2462256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2462317.000000 Penalty: 4781.654785
	Iteration 45Q: 3 clusters Score -2462317 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2462373.500000 Penalty: 4781.654785
	Iteration 46Q: 3 clusters Score -2462374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2462434.000000 Penalty: 4781.654785
	Iteration 47Q: 3 clusters Score -2462434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2462530.000000 Penalty: 4781.654785
	Iteration 48Q: 3 clusters Score -2462530 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2462747.750000 Penalty: 4781.654785
	Iteration 49Q: 3 clusters Score -2462748 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2463159.750000 Penalty: 4781.654785
	Iteration 50Q: 3 clusters Score -2463160 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2464071.250000 Penalty: 4781.654785
	Iteration 51Q: 3 clusters Score -2464071 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2465991.000000 Penalty: 4781.654785
	Iteration 52Q: 3 clusters Score -2465991 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2466684.500000 Penalty: 4781.654785
	Iteration 53Q: 3 clusters Score -2466684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2466768.250000 Penalty: 4781.654785
	Iteration 54Q: 3 clusters Score -2466768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2466887.250000 Penalty: 4781.654785
	Iteration 55Q: 3 clusters Score -2466887 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2467198.500000 Penalty: 4781.654785
	Iteration 56Q: 3 clusters Score -2467198 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2467918.750000 Penalty: 4781.654785
	Iteration 57Q: 3 clusters Score -2467919 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2468894.000000 Penalty: 4781.654785
	Iteration 58Q: 3 clusters Score -2468894 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2469934.500000 Penalty: 4781.654785
	Iteration 59Q: 3 clusters Score -2469934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2470632.000000 Penalty: 4781.654785
	Iteration 60F: 3 clusters Score -2470632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2470748.500000 Penalty: 4781.654785
	Iteration 61Q: 3 clusters Score -2470748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2470763.000000 Penalty: 4781.654785
	Iteration 62Q: 3 clusters Score -2470763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2470765.500000 Penalty: 4781.654785
	Iteration 63Q: 3 clusters Score -2470766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2470767.250000 Penalty: 4781.654785
	Iteration 64Q: 3 clusters Score -2470767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2470764.250000 Penalty: 4781.654785
	Iteration 65Q: 3 clusters Score -2470764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2470764.250000 Penalty: 4781.654785
	Iteration 66F: 3 clusters Score -2470764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 58639 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Entering Unmasked Estep 
Score: -151861424.000000 Penalty: 191858.390625
Splitting cluster 20 changes total score from -151855296.000000 to -151861424.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -82590.609375 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -82590.61 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 284 members 
Entering Unmasked Estep 
Score: -81045.656250 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -81045.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81272.351562 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -81272.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81398.289062 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -81398.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81482.593750 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -81482.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81544.593750 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -81544.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81584.828125 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -81584.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81616.718750 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -81616.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -81638.468750 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -81638.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -81687.804688 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -81687.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81763.226562 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -81763.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81836.992188 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -81836.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -81988.046875 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -81988.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82106.765625 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -82106.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82177.648438 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -82177.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82195.203125 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -82195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82202.250000 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -82202.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82204.343750 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -82204.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82204.343750 Penalty: 3151.767578
	Iteration 17F: 3 clusters Score -82204.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -1342438.250000 Penalty: 2254.985107
	Iteration 0F: 2 clusters Score -1342438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1335532.125000 Penalty: 4509.970215
	Iteration 0F: 3 clusters Score -1335532 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1337538.000000 Penalty: 4509.970215
	Iteration 1F: 3 clusters Score -1337538 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1337934.375000 Penalty: 4509.970215
	Iteration 2F: 3 clusters Score -1337934 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1338271.250000 Penalty: 4509.970215
	Iteration 3F: 3 clusters Score -1338271 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1338570.000000 Penalty: 4509.970215
	Iteration 4F: 3 clusters Score -1338570 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1338824.875000 Penalty: 4509.970215
	Iteration 5F: 3 clusters Score -1338825 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1339037.750000 Penalty: 4509.970215
	Iteration 6Q: 3 clusters Score -1339038 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1339242.250000 Penalty: 4509.970215
	Iteration 7Q: 3 clusters Score -1339242 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1339402.125000 Penalty: 4509.970215
	Iteration 8Q: 3 clusters Score -1339402 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1339539.125000 Penalty: 4509.970215
	Iteration 9Q: 3 clusters Score -1339539 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1339668.375000 Penalty: 4509.970215
	Iteration 10Q: 3 clusters Score -1339668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1339794.500000 Penalty: 4509.970215
	Iteration 11Q: 3 clusters Score -1339794 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1339908.750000 Penalty: 4509.970215
	Iteration 12Q: 3 clusters Score -1339909 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1340072.750000 Penalty: 4509.970215
	Iteration 13Q: 3 clusters Score -1340073 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1340277.250000 Penalty: 4509.970215
	Iteration 14Q: 3 clusters Score -1340277 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1340498.625000 Penalty: 4509.970215
	Iteration 15Q: 3 clusters Score -1340499 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1340707.625000 Penalty: 4509.970215
	Iteration 16Q: 3 clusters Score -1340708 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1340898.375000 Penalty: 4509.970215
	Iteration 17Q: 3 clusters Score -1340898 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1341026.000000 Penalty: 4509.970215
	Iteration 18Q: 3 clusters Score -1341026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1341099.000000 Penalty: 4509.970215
	Iteration 19Q: 3 clusters Score -1341099 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1341151.875000 Penalty: 4509.970215
	Iteration 20F: 3 clusters Score -1341152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1341194.750000 Penalty: 4509.970215
	Iteration 21Q: 3 clusters Score -1341195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1341221.125000 Penalty: 4509.970215
	Iteration 22Q: 3 clusters Score -1341221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1341233.625000 Penalty: 4509.970215
	Iteration 23Q: 3 clusters Score -1341234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1341242.000000 Penalty: 4509.970215
	Iteration 24Q: 3 clusters Score -1341242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1341247.250000 Penalty: 4509.970215
	Iteration 25Q: 3 clusters Score -1341247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1341249.375000 Penalty: 4509.970215
	Iteration 26Q: 3 clusters Score -1341249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1341254.875000 Penalty: 4509.970215
	Iteration 27Q: 3 clusters Score -1341255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1341258.625000 Penalty: 4509.970215
	Iteration 28Q: 3 clusters Score -1341259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1341258.000000 Penalty: 4509.970215
	Iteration 29Q: 3 clusters Score -1341258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1341256.125000 Penalty: 4509.970215
	Iteration 30Q: 3 clusters Score -1341256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1341257.625000 Penalty: 4509.970215
	Iteration 31Q: 3 clusters Score -1341258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1341260.375000 Penalty: 4509.970215
	Iteration 32Q: 3 clusters Score -1341260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1341259.750000 Penalty: 4509.970215
	Iteration 33Q: 3 clusters Score -1341260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1341258.000000 Penalty: 4509.970215
	Iteration 34Q: 3 clusters Score -1341258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1341258.000000 Penalty: 4509.970215
	Iteration 35F: 3 clusters Score -1341258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -315293.656250 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -315293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -312587.812500 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -312587.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -313123.656250 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -313123.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -313282.281250 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -313282.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -313423.156250 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -313423.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -313556.093750 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -313556.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -313725.656250 Penalty: 3796.603760
	Iteration 5F: 3 clusters Score -313725.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -313936.312500 Penalty: 3796.603760
	Iteration 6F: 3 clusters Score -313936.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -314078.468750 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -314078.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -314220.187500 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -314220.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -314347.062500 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -314347.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -314455.968750 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -314456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -314507.781250 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -314507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -314535.031250 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -314535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314556.625000 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -314556.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -314573.000000 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -314573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -314580.937500 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -314580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -314584.218750 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -314584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -314586.656250 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -314586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -314586.562500 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -314586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -314587.656250 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -314587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -314587.656250 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -314587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (88772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Entering Unmasked Estep 
Score: -14095159.000000 Penalty: 2825.668945
	Iteration 0F: 2 clusters Score -1.409516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -14040631.000000 Penalty: 5651.337891
	Iteration 0F: 3 clusters Score -1.404063e+07 nChanged 41816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -14064496.000000 Penalty: 5651.337891
	Iteration 1F: 3 clusters Score -1.40645e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -14065218.000000 Penalty: 5651.337891
	Iteration 2Q: 3 clusters Score -1.406522e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -14065932.000000 Penalty: 5651.337891
	Iteration 3Q: 3 clusters Score -1.406593e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -14066666.000000 Penalty: 5651.337891
	Iteration 4Q: 3 clusters Score -1.406667e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -14067464.000000 Penalty: 5651.337891
	Iteration 5Q: 3 clusters Score -1.406746e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -14068325.000000 Penalty: 5651.337891
	Iteration 6Q: 3 clusters Score -1.406832e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -14069417.000000 Penalty: 5651.337891
	Iteration 7Q: 3 clusters Score -1.406942e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -14070438.000000 Penalty: 5651.337891
	Iteration 8Q: 3 clusters Score -1.407044e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -14071848.000000 Penalty: 5651.337891
	Iteration 9Q: 3 clusters Score -1.407185e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -14073415.000000 Penalty: 5651.337891
	Iteration 10Q: 3 clusters Score -1.407342e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -14075219.000000 Penalty: 5651.337891
	Iteration 11Q: 3 clusters Score -1.407522e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -14077615.000000 Penalty: 5651.337891
	Iteration 12F: 3 clusters Score -1.407762e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -14080557.000000 Penalty: 5651.337891
	Iteration 13F: 3 clusters Score -1.408056e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -14084388.000000 Penalty: 5651.337891
	Iteration 14F: 3 clusters Score -1.408439e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -14087884.000000 Penalty: 5651.337891
	Iteration 15F: 3 clusters Score -1.408788e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -14090096.000000 Penalty: 5651.337891
	Iteration 16Q: 3 clusters Score -1.40901e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -14091496.000000 Penalty: 5651.337891
	Iteration 17Q: 3 clusters Score -1.40915e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -14092188.000000 Penalty: 5651.337891
	Iteration 18Q: 3 clusters Score -1.409219e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -14092466.000000 Penalty: 5651.337891
	Iteration 19Q: 3 clusters Score -1.409247e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -14092635.000000 Penalty: 5651.337891
	Iteration 20F: 3 clusters Score -1.409264e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -14092742.000000 Penalty: 5651.337891
	Iteration 21Q: 3 clusters Score -1.409274e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -14092807.000000 Penalty: 5651.337891
	Iteration 22Q: 3 clusters Score -1.409281e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -14092877.000000 Penalty: 5651.337891
	Iteration 23Q: 3 clusters Score -1.409288e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -14092912.000000 Penalty: 5651.337891
	Iteration 24Q: 3 clusters Score -1.409291e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -14092923.000000 Penalty: 5651.337891
	Iteration 25Q: 3 clusters Score -1.409292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -14092913.000000 Penalty: 5651.337891
	Iteration 26Q: 3 clusters Score -1.409291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -14092936.000000 Penalty: 5651.337891
	Iteration 27Q: 3 clusters Score -1.409294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -14092942.000000 Penalty: 5651.337891
	Iteration 28Q: 3 clusters Score -1.409294e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -14092985.000000 Penalty: 5651.337891
	Iteration 29Q: 3 clusters Score -1.409298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -14092983.000000 Penalty: 5651.337891
	Iteration 30Q: 3 clusters Score -1.409298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -14092996.000000 Penalty: 5651.337891
	Iteration 31Q: 3 clusters Score -1.4093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -14092991.000000 Penalty: 5651.337891
	Iteration 32Q: 3 clusters Score -1.409299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -14092992.000000 Penalty: 5651.337891
	Iteration 33Q: 3 clusters Score -1.409299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -14092994.000000 Penalty: 5651.337891
	Iteration 34Q: 3 clusters Score -1.409299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -14093006.000000 Penalty: 5651.337891
	Iteration 35Q: 3 clusters Score -1.409301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -14093012.000000 Penalty: 5651.337891
	Iteration 36Q: 3 clusters Score -1.409301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -14093010.000000 Penalty: 5651.337891
	Iteration 37Q: 3 clusters Score -1.409301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -14093015.000000 Penalty: 5651.337891
	Iteration 38Q: 3 clusters Score -1.409302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -14093013.000000 Penalty: 5651.337891
	Iteration 39Q: 3 clusters Score -1.409301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -14093001.000000 Penalty: 5651.337891
	Iteration 40F: 3 clusters Score -1.4093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -14093008.000000 Penalty: 5651.337891
	Iteration 41Q: 3 clusters Score -1.409301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -14093017.000000 Penalty: 5651.337891
	Iteration 42Q: 3 clusters Score -1.409302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -14093014.000000 Penalty: 5651.337891
	Iteration 43Q: 3 clusters Score -1.409301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -14093018.000000 Penalty: 5651.337891
	Iteration 44Q: 3 clusters Score -1.409302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -14093016.000000 Penalty: 5651.337891
	Iteration 45Q: 3 clusters Score -1.409302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -14093016.000000 Penalty: 5651.337891
	Iteration 46F: 3 clusters Score -1.409302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Entering Unmasked Estep 
Score: -1243619.750000 Penalty: 2231.721924
	Iteration 0F: 2 clusters Score -1243620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1237220.250000 Penalty: 4463.443848
	Iteration 0F: 3 clusters Score -1237220 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1239153.500000 Penalty: 4463.443848
	Iteration 1F: 3 clusters Score -1239154 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1239616.375000 Penalty: 4463.443848
	Iteration 2F: 3 clusters Score -1239616 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1240024.250000 Penalty: 4463.443848
	Iteration 3F: 3 clusters Score -1240024 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1240365.500000 Penalty: 4463.443848
	Iteration 4F: 3 clusters Score -1240366 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1240639.875000 Penalty: 4463.443848
	Iteration 5F: 3 clusters Score -1240640 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1240862.125000 Penalty: 4463.443848
	Iteration 6Q: 3 clusters Score -1240862 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1241038.750000 Penalty: 4463.443848
	Iteration 7Q: 3 clusters Score -1241039 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1241193.500000 Penalty: 4463.443848
	Iteration 8Q: 3 clusters Score -1241194 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1241336.750000 Penalty: 4463.443848
	Iteration 9Q: 3 clusters Score -1241337 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1241464.000000 Penalty: 4463.443848
	Iteration 10Q: 3 clusters Score -1241464 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1241629.375000 Penalty: 4463.443848
	Iteration 11Q: 3 clusters Score -1241629 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1241833.000000 Penalty: 4463.443848
	Iteration 12Q: 3 clusters Score -1241833 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1242088.500000 Penalty: 4463.443848
	Iteration 13Q: 3 clusters Score -1242088 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1242369.375000 Penalty: 4463.443848
	Iteration 14Q: 3 clusters Score -1242369 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1242604.375000 Penalty: 4463.443848
	Iteration 15Q: 3 clusters Score -1242604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1242749.250000 Penalty: 4463.443848
	Iteration 16Q: 3 clusters Score -1242749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1242824.750000 Penalty: 4463.443848
	Iteration 17Q: 3 clusters Score -1242825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1242879.250000 Penalty: 4463.443848
	Iteration 18Q: 3 clusters Score -1242879 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1242910.500000 Penalty: 4463.443848
	Iteration 19Q: 3 clusters Score -1242910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1242926.000000 Penalty: 4463.443848
	Iteration 20F: 3 clusters Score -1242926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1242942.875000 Penalty: 4463.443848
	Iteration 21Q: 3 clusters Score -1242943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1242951.625000 Penalty: 4463.443848
	Iteration 22Q: 3 clusters Score -1242952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1242961.875000 Penalty: 4463.443848
	Iteration 23Q: 3 clusters Score -1242962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1242971.000000 Penalty: 4463.443848
	Iteration 24Q: 3 clusters Score -1242971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1242975.750000 Penalty: 4463.443848
	Iteration 25Q: 3 clusters Score -1242976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1242975.750000 Penalty: 4463.443848
	Iteration 26Q: 3 clusters Score -1242976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1242981.500000 Penalty: 4463.443848
	Iteration 27Q: 3 clusters Score -1242982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1242981.250000 Penalty: 4463.443848
	Iteration 28Q: 3 clusters Score -1242981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1242980.000000 Penalty: 4463.443848
	Iteration 29Q: 3 clusters Score -1242980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1242981.750000 Penalty: 4463.443848
	Iteration 30Q: 3 clusters Score -1242982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1242982.375000 Penalty: 4463.443848
	Iteration 31Q: 3 clusters Score -1242982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1242982.500000 Penalty: 4463.443848
	Iteration 32Q: 3 clusters Score -1242982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1242982.750000 Penalty: 4463.443848
	Iteration 33Q: 3 clusters Score -1242983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1242984.875000 Penalty: 4463.443848
	Iteration 34Q: 3 clusters Score -1242985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1242986.500000 Penalty: 4463.443848
	Iteration 35Q: 3 clusters Score -1242986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1242986.750000 Penalty: 4463.443848
	Iteration 36Q: 3 clusters Score -1242987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1242986.250000 Penalty: 4463.443848
	Iteration 37Q: 3 clusters Score -1242986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1242986.250000 Penalty: 4463.443848
	Iteration 38F: 3 clusters Score -1242986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Entering Unmasked Estep 
Score: -2071470.375000 Penalty: 2350.638428
	Iteration 0F: 2 clusters Score -2071470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2061876.375000 Penalty: 4701.276855
	Iteration 0F: 3 clusters Score -2061876 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2064941.750000 Penalty: 4701.276855
	Iteration 1F: 3 clusters Score -2064942 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2065273.250000 Penalty: 4701.276855
	Iteration 2F: 3 clusters Score -2065273 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2065495.750000 Penalty: 4701.276855
	Iteration 3Q: 3 clusters Score -2065496 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2065662.125000 Penalty: 4701.276855
	Iteration 4Q: 3 clusters Score -2065662 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2065811.250000 Penalty: 4701.276855
	Iteration 5Q: 3 clusters Score -2065811 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2065925.500000 Penalty: 4701.276855
	Iteration 6Q: 3 clusters Score -2065926 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2066024.750000 Penalty: 4701.276855
	Iteration 7Q: 3 clusters Score -2066025 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2066131.500000 Penalty: 4701.276855
	Iteration 8Q: 3 clusters Score -2066132 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2066257.375000 Penalty: 4701.276855
	Iteration 9Q: 3 clusters Score -2066257 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2066377.875000 Penalty: 4701.276855
	Iteration 10Q: 3 clusters Score -2066378 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2066522.125000 Penalty: 4701.276855
	Iteration 11Q: 3 clusters Score -2066522 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2066695.000000 Penalty: 4701.276855
	Iteration 12Q: 3 clusters Score -2066695 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2066888.250000 Penalty: 4701.276855
	Iteration 13Q: 3 clusters Score -2066888 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2067106.125000 Penalty: 4701.276855
	Iteration 14Q: 3 clusters Score -2067106 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2067354.000000 Penalty: 4701.276855
	Iteration 15Q: 3 clusters Score -2067354 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2067659.000000 Penalty: 4701.276855
	Iteration 16Q: 3 clusters Score -2067659 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2067996.375000 Penalty: 4701.276855
	Iteration 17Q: 3 clusters Score -2067996 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2068312.750000 Penalty: 4701.276855
	Iteration 18Q: 3 clusters Score -2068313 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2068617.500000 Penalty: 4701.276855
	Iteration 19Q: 3 clusters Score -2068618 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2068862.125000 Penalty: 4701.276855
	Iteration 20F: 3 clusters Score -2068862 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2069033.500000 Penalty: 4701.276855
	Iteration 21Q: 3 clusters Score -2069034 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2069166.375000 Penalty: 4701.276855
	Iteration 22Q: 3 clusters Score -2069166 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2069276.375000 Penalty: 4701.276855
	Iteration 23Q: 3 clusters Score -2069276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2069344.500000 Penalty: 4701.276855
	Iteration 24Q: 3 clusters Score -2069344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2069410.750000 Penalty: 4701.276855
	Iteration 25Q: 3 clusters Score -2069411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2069446.875000 Penalty: 4701.276855
	Iteration 26Q: 3 clusters Score -2069447 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2069479.625000 Penalty: 4701.276855
	Iteration 27Q: 3 clusters Score -2069480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2069494.625000 Penalty: 4701.276855
	Iteration 28Q: 3 clusters Score -2069495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2069515.875000 Penalty: 4701.276855
	Iteration 29Q: 3 clusters Score -2069516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2069536.875000 Penalty: 4701.276855
	Iteration 30Q: 3 clusters Score -2069537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2069555.875000 Penalty: 4701.276855
	Iteration 31Q: 3 clusters Score -2069556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2069562.125000 Penalty: 4701.276855
	Iteration 32Q: 3 clusters Score -2069562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2069570.250000 Penalty: 4701.276855
	Iteration 33Q: 3 clusters Score -2069570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2069586.625000 Penalty: 4701.276855
	Iteration 34Q: 3 clusters Score -2069587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2069597.250000 Penalty: 4701.276855
	Iteration 35Q: 3 clusters Score -2069597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2069606.000000 Penalty: 4701.276855
	Iteration 36Q: 3 clusters Score -2069606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2069610.250000 Penalty: 4701.276855
	Iteration 37Q: 3 clusters Score -2069610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2069618.250000 Penalty: 4701.276855
	Iteration 38Q: 3 clusters Score -2069618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2069636.250000 Penalty: 4701.276855
	Iteration 39Q: 3 clusters Score -2069636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2069653.125000 Penalty: 4701.276855
	Iteration 40F: 3 clusters Score -2069653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2069666.750000 Penalty: 4701.276855
	Iteration 41Q: 3 clusters Score -2069667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2069677.750000 Penalty: 4701.276855
	Iteration 42Q: 3 clusters Score -2069678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2069685.500000 Penalty: 4701.276855
	Iteration 43Q: 3 clusters Score -2069686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2069693.250000 Penalty: 4701.276855
	Iteration 44Q: 3 clusters Score -2069693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2069700.125000 Penalty: 4701.276855
	Iteration 45Q: 3 clusters Score -2069700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2069703.750000 Penalty: 4701.276855
	Iteration 46Q: 3 clusters Score -2069704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2069711.500000 Penalty: 4701.276855
	Iteration 47Q: 3 clusters Score -2069712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2069715.500000 Penalty: 4701.276855
	Iteration 48Q: 3 clusters Score -2069716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2069727.000000 Penalty: 4701.276855
	Iteration 49Q: 3 clusters Score -2069727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2069733.500000 Penalty: 4701.276855
	Iteration 50Q: 3 clusters Score -2069734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2069741.250000 Penalty: 4701.276855
	Iteration 51Q: 3 clusters Score -2069741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2069750.500000 Penalty: 4701.276855
	Iteration 52Q: 3 clusters Score -2069750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2069755.250000 Penalty: 4701.276855
	Iteration 53Q: 3 clusters Score -2069755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2069757.250000 Penalty: 4701.276855
	Iteration 54Q: 3 clusters Score -2069757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2069765.625000 Penalty: 4701.276855
	Iteration 55Q: 3 clusters Score -2069766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2069770.250000 Penalty: 4701.276855
	Iteration 56Q: 3 clusters Score -2069770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2069778.375000 Penalty: 4701.276855
	Iteration 57Q: 3 clusters Score -2069778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2069787.500000 Penalty: 4701.276855
	Iteration 58Q: 3 clusters Score -2069788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2069796.000000 Penalty: 4701.276855
	Iteration 59Q: 3 clusters Score -2069796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2069797.750000 Penalty: 4701.276855
	Iteration 60F: 3 clusters Score -2069798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2069801.125000 Penalty: 4701.276855
	Iteration 61Q: 3 clusters Score -2069801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2069803.625000 Penalty: 4701.276855
	Iteration 62Q: 3 clusters Score -2069804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2069805.375000 Penalty: 4701.276855
	Iteration 63Q: 3 clusters Score -2069805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2069807.125000 Penalty: 4701.276855
	Iteration 64Q: 3 clusters Score -2069807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2069808.750000 Penalty: 4701.276855
	Iteration 65Q: 3 clusters Score -2069809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2069812.000000 Penalty: 4701.276855
	Iteration 66Q: 3 clusters Score -2069812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2069812.000000 Penalty: 4701.276855
	Iteration 67F: 3 clusters Score -2069812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -408523.656250 Penalty: 1952.368896
	Iteration 0F: 2 clusters Score -408523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -405505.687500 Penalty: 3904.737793
	Iteration 0F: 3 clusters Score -405505.7 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -406152.031250 Penalty: 3904.737793
	Iteration 1F: 3 clusters Score -406152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -406318.437500 Penalty: 3904.737793
	Iteration 2F: 3 clusters Score -406318.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -406405.156250 Penalty: 3904.737793
	Iteration 3Q: 3 clusters Score -406405.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406473.250000 Penalty: 3904.737793
	Iteration 4Q: 3 clusters Score -406473.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -406523.687500 Penalty: 3904.737793
	Iteration 5Q: 3 clusters Score -406523.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406564.281250 Penalty: 3904.737793
	Iteration 6Q: 3 clusters Score -406564.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -406597.750000 Penalty: 3904.737793
	Iteration 7Q: 3 clusters Score -406597.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -406621.093750 Penalty: 3904.737793
	Iteration 8Q: 3 clusters Score -406621.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -406638.031250 Penalty: 3904.737793
	Iteration 9Q: 3 clusters Score -406638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -406649.000000 Penalty: 3904.737793
	Iteration 10Q: 3 clusters Score -406649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -406654.062500 Penalty: 3904.737793
	Iteration 11Q: 3 clusters Score -406654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -406656.687500 Penalty: 3904.737793
	Iteration 12Q: 3 clusters Score -406656.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406658.906250 Penalty: 3904.737793
	Iteration 13Q: 3 clusters Score -406658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -406663.062500 Penalty: 3904.737793
	Iteration 14Q: 3 clusters Score -406663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -406668.531250 Penalty: 3904.737793
	Iteration 15Q: 3 clusters Score -406668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406670.187500 Penalty: 3904.737793
	Iteration 16Q: 3 clusters Score -406670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -406671.968750 Penalty: 3904.737793
	Iteration 17Q: 3 clusters Score -406672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -406673.187500 Penalty: 3904.737793
	Iteration 18Q: 3 clusters Score -406673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -406673.437500 Penalty: 3904.737793
	Iteration 19Q: 3 clusters Score -406673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -406673.843750 Penalty: 3904.737793
	Iteration 20F: 3 clusters Score -406673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406675.843750 Penalty: 3904.737793
	Iteration 21Q: 3 clusters Score -406675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -406677.125000 Penalty: 3904.737793
	Iteration 22Q: 3 clusters Score -406677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -406677.437500 Penalty: 3904.737793
	Iteration 23Q: 3 clusters Score -406677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -406678.562500 Penalty: 3904.737793
	Iteration 24Q: 3 clusters Score -406678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -406678.562500 Penalty: 3904.737793
	Iteration 25Q: 3 clusters Score -406678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -406678.562500 Penalty: 3904.737793
	Iteration 26F: 3 clusters Score -406678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -1190875.750000 Penalty: 2222.132324
	Iteration 0F: 2 clusters Score -1190876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1184642.250000 Penalty: 4444.264648
	Iteration 0F: 3 clusters Score -1184642 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1186613.250000 Penalty: 4444.264648
	Iteration 1F: 3 clusters Score -1186613 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1187298.000000 Penalty: 4444.264648
	Iteration 2F: 3 clusters Score -1187298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1188033.500000 Penalty: 4444.264648
	Iteration 3F: 3 clusters Score -1188034 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1188619.875000 Penalty: 4444.264648
	Iteration 4F: 3 clusters Score -1188620 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1189118.125000 Penalty: 4444.264648
	Iteration 5F: 3 clusters Score -1189118 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1189524.000000 Penalty: 4444.264648
	Iteration 6F: 3 clusters Score -1189524 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1189802.250000 Penalty: 4444.264648
	Iteration 7Q: 3 clusters Score -1189802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1189990.750000 Penalty: 4444.264648
	Iteration 8Q: 3 clusters Score -1189991 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1190143.375000 Penalty: 4444.264648
	Iteration 9Q: 3 clusters Score -1190143 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1190241.750000 Penalty: 4444.264648
	Iteration 10Q: 3 clusters Score -1190242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1190303.625000 Penalty: 4444.264648
	Iteration 11Q: 3 clusters Score -1190304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1190337.875000 Penalty: 4444.264648
	Iteration 12Q: 3 clusters Score -1190338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1190354.875000 Penalty: 4444.264648
	Iteration 13Q: 3 clusters Score -1190355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1190364.125000 Penalty: 4444.264648
	Iteration 14Q: 3 clusters Score -1190364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1190372.500000 Penalty: 4444.264648
	Iteration 15Q: 3 clusters Score -1190372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1190374.625000 Penalty: 4444.264648
	Iteration 16Q: 3 clusters Score -1190375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1190380.000000 Penalty: 4444.264648
	Iteration 17Q: 3 clusters Score -1190380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1190383.875000 Penalty: 4444.264648
	Iteration 18Q: 3 clusters Score -1190384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1190386.375000 Penalty: 4444.264648
	Iteration 19Q: 3 clusters Score -1190386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1190388.000000 Penalty: 4444.264648
	Iteration 20F: 3 clusters Score -1190388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1190387.875000 Penalty: 4444.264648
	Iteration 21Q: 3 clusters Score -1190388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1190393.625000 Penalty: 4444.264648
	Iteration 22Q: 3 clusters Score -1190394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1190394.375000 Penalty: 4444.264648
	Iteration 23Q: 3 clusters Score -1190394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1190393.750000 Penalty: 4444.264648
	Iteration 24Q: 3 clusters Score -1190394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1190392.125000 Penalty: 4444.264648
	Iteration 25Q: 3 clusters Score -1190392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1190391.250000 Penalty: 4444.264648
	Iteration 26Q: 3 clusters Score -1190391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1190391.250000 Penalty: 4444.264648
	Iteration 27Q: 3 clusters Score -1190391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1190392.375000 Penalty: 4444.264648
	Iteration 28Q: 3 clusters Score -1190392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1190392.375000 Penalty: 4444.264648
	Iteration 29F: 3 clusters Score -1190392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -508585.312500 Penalty: 2008.312622
	Iteration 0F: 2 clusters Score -508585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -505165.031250 Penalty: 4016.625244
	Iteration 0F: 3 clusters Score -505165 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -505950.781250 Penalty: 4016.625244
	Iteration 1F: 3 clusters Score -505950.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -506182.156250 Penalty: 4016.625244
	Iteration 2F: 3 clusters Score -506182.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -506359.968750 Penalty: 4016.625244
	Iteration 3F: 3 clusters Score -506360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -506534.218750 Penalty: 4016.625244
	Iteration 4F: 3 clusters Score -506534.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -506708.125000 Penalty: 4016.625244
	Iteration 5Q: 3 clusters Score -506708.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -506874.218750 Penalty: 4016.625244
	Iteration 6Q: 3 clusters Score -506874.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -507010.812500 Penalty: 4016.625244
	Iteration 7Q: 3 clusters Score -507010.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -507119.906250 Penalty: 4016.625244
	Iteration 8Q: 3 clusters Score -507119.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -507211.312500 Penalty: 4016.625244
	Iteration 9Q: 3 clusters Score -507211.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -507289.375000 Penalty: 4016.625244
	Iteration 10Q: 3 clusters Score -507289.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -507349.343750 Penalty: 4016.625244
	Iteration 11Q: 3 clusters Score -507349.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -507396.250000 Penalty: 4016.625244
	Iteration 12Q: 3 clusters Score -507396.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -507434.093750 Penalty: 4016.625244
	Iteration 13Q: 3 clusters Score -507434.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -507470.156250 Penalty: 4016.625244
	Iteration 14Q: 3 clusters Score -507470.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -507513.562500 Penalty: 4016.625244
	Iteration 15Q: 3 clusters Score -507513.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -507577.875000 Penalty: 4016.625244
	Iteration 16Q: 3 clusters Score -507577.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -507637.406250 Penalty: 4016.625244
	Iteration 17Q: 3 clusters Score -507637.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -507712.906250 Penalty: 4016.625244
	Iteration 18Q: 3 clusters Score -507712.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -507778.562500 Penalty: 4016.625244
	Iteration 19Q: 3 clusters Score -507778.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -507812.718750 Penalty: 4016.625244
	Iteration 20F: 3 clusters Score -507812.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -507829.000000 Penalty: 4016.625244
	Iteration 21Q: 3 clusters Score -507829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -507833.031250 Penalty: 4016.625244
	Iteration 22Q: 3 clusters Score -507833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -507836.906250 Penalty: 4016.625244
	Iteration 23Q: 3 clusters Score -507836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -507838.406250 Penalty: 4016.625244
	Iteration 24Q: 3 clusters Score -507838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -507838.875000 Penalty: 4016.625244
	Iteration 25Q: 3 clusters Score -507838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -507842.843750 Penalty: 4016.625244
	Iteration 26Q: 3 clusters Score -507842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -507843.843750 Penalty: 4016.625244
	Iteration 27Q: 3 clusters Score -507843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -507843.843750 Penalty: 4016.625244
	Iteration 28F: 3 clusters Score -507843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Entering Unmasked Estep 
Score: -929628.500000 Penalty: 2166.888184
	Iteration 0F: 2 clusters Score -929628.5 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 3100 members 
Entering Unmasked Estep 
Score: -924362.250000 Penalty: 4333.776367
	Iteration 0F: 3 clusters Score -924362.2 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -925751.000000 Penalty: 4333.776367
	Iteration 1F: 3 clusters Score -925751 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -926011.812500 Penalty: 4333.776367
	Iteration 2F: 3 clusters Score -926011.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -926219.875000 Penalty: 4333.776367
	Iteration 3F: 3 clusters Score -926219.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -926438.187500 Penalty: 4333.776367
	Iteration 4Q: 3 clusters Score -926438.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -926661.562500 Penalty: 4333.776367
	Iteration 5Q: 3 clusters Score -926661.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -926898.562500 Penalty: 4333.776367
	Iteration 6F: 3 clusters Score -926898.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -927092.687500 Penalty: 4333.776367
	Iteration 7Q: 3 clusters Score -927092.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -927296.375000 Penalty: 4333.776367
	Iteration 8Q: 3 clusters Score -927296.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -927474.687500 Penalty: 4333.776367
	Iteration 9Q: 3 clusters Score -927474.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -927600.937500 Penalty: 4333.776367
	Iteration 10Q: 3 clusters Score -927600.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -927685.812500 Penalty: 4333.776367
	Iteration 11Q: 3 clusters Score -927685.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -927761.125000 Penalty: 4333.776367
	Iteration 12Q: 3 clusters Score -927761.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -927820.750000 Penalty: 4333.776367
	Iteration 13Q: 3 clusters Score -927820.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -927870.437500 Penalty: 4333.776367
	Iteration 14Q: 3 clusters Score -927870.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -927905.562500 Penalty: 4333.776367
	Iteration 15Q: 3 clusters Score -927905.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -927931.687500 Penalty: 4333.776367
	Iteration 16Q: 3 clusters Score -927931.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -927958.812500 Penalty: 4333.776367
	Iteration 17Q: 3 clusters Score -927958.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -927977.187500 Penalty: 4333.776367
	Iteration 18Q: 3 clusters Score -927977.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -927992.125000 Penalty: 4333.776367
	Iteration 19Q: 3 clusters Score -927992.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -928005.625000 Penalty: 4333.776367
	Iteration 20F: 3 clusters Score -928005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -928017.187500 Penalty: 4333.776367
	Iteration 21Q: 3 clusters Score -928017.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -928021.687500 Penalty: 4333.776367
	Iteration 22Q: 3 clusters Score -928021.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -928027.500000 Penalty: 4333.776367
	Iteration 23Q: 3 clusters Score -928027.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -928030.437500 Penalty: 4333.776367
	Iteration 24Q: 3 clusters Score -928030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -928032.625000 Penalty: 4333.776367
	Iteration 25Q: 3 clusters Score -928032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -928032.875000 Penalty: 4333.776367
	Iteration 26Q: 3 clusters Score -928032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -928033.437500 Penalty: 4333.776367
	Iteration 27Q: 3 clusters Score -928033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -928033.437500 Penalty: 4333.776367
	Iteration 28F: 3 clusters Score -928033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -66676.453125 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -66676.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65300.164062 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -65300.16 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -65726.539062 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -65726.54 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66173.171875 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -66173.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66380.398438 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -66380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66432.609375 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -66432.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66482.890625 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -66482.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66505.859375 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -66505.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66529.109375 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -66529.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66557.453125 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -66557.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66605.679688 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -66605.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66622.921875 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -66622.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66622.921875 Penalty: 3093.239258
	Iteration 11F: 3 clusters Score -66622.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -231741.703125 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -231741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -229370.375000 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -229370.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -229795.734375 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -229795.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229915.250000 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -229915.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -229980.843750 Penalty: 3665.530029
	Iteration 3Q: 3 clusters Score -229980.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -230021.484375 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -230021.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230046.328125 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -230046.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -230059.734375 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -230059.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230073.500000 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -230073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230081.843750 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -230081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230087.796875 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -230087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230094.218750 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -230094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230100.796875 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -230100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -230107.125000 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -230107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230114.765625 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -230114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230117.171875 Penalty: 3665.530029
	Iteration 14Q: 3 clusters Score -230117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230120.593750 Penalty: 3665.530029
	Iteration 15Q: 3 clusters Score -230120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -230123.875000 Penalty: 3665.530029
	Iteration 16Q: 3 clusters Score -230123.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -230129.687500 Penalty: 3665.530029
	Iteration 17Q: 3 clusters Score -230129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -230133.109375 Penalty: 3665.530029
	Iteration 18Q: 3 clusters Score -230133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -230136.000000 Penalty: 3665.530029
	Iteration 19Q: 3 clusters Score -230136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -230136.000000 Penalty: 3665.530029
	Iteration 20F: 3 clusters Score -230136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (58639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Entering Unmasked Estep 
Score: -8761947.000000 Penalty: 2722.830566
	Iteration 0F: 2 clusters Score -8761947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -8722751.000000 Penalty: 5445.661133
	Iteration 0F: 3 clusters Score -8722751 nChanged 27035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -8738764.000000 Penalty: 5445.661133
	Iteration 1F: 3 clusters Score -8738764 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -8740364.000000 Penalty: 5445.661133
	Iteration 2F: 3 clusters Score -8740364 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -8742182.000000 Penalty: 5445.661133
	Iteration 3F: 3 clusters Score -8742182 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -8744437.000000 Penalty: 5445.661133
	Iteration 4F: 3 clusters Score -8744437 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8746641.000000 Penalty: 5445.661133
	Iteration 5F: 3 clusters Score -8746641 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8748493.000000 Penalty: 5445.661133
	Iteration 6F: 3 clusters Score -8748493 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -8749918.000000 Penalty: 5445.661133
	Iteration 7Q: 3 clusters Score -8749918 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -8751241.000000 Penalty: 5445.661133
	Iteration 8Q: 3 clusters Score -8751241 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -8752481.000000 Penalty: 5445.661133
	Iteration 9Q: 3 clusters Score -8752481 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -8753748.000000 Penalty: 5445.661133
	Iteration 10Q: 3 clusters Score -8753748 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8754797.000000 Penalty: 5445.661133
	Iteration 11Q: 3 clusters Score -8754797 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -8755714.000000 Penalty: 5445.661133
	Iteration 12Q: 3 clusters Score -8755714 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -8756471.000000 Penalty: 5445.661133
	Iteration 13Q: 3 clusters Score -8756471 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -8757046.000000 Penalty: 5445.661133
	Iteration 14Q: 3 clusters Score -8757046 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -8757630.000000 Penalty: 5445.661133
	Iteration 15Q: 3 clusters Score -8757630 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -8758094.000000 Penalty: 5445.661133
	Iteration 16Q: 3 clusters Score -8758094 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8758426.000000 Penalty: 5445.661133
	Iteration 17Q: 3 clusters Score -8758426 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8758756.000000 Penalty: 5445.661133
	Iteration 18Q: 3 clusters Score -8758756 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -8759052.000000 Penalty: 5445.661133
	Iteration 19Q: 3 clusters Score -8759052 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8759326 nChanged 487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8759562 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8759726.000000 Penalty: 5445.661133
	Iteration 22Q: 3 clusters Score -8759726 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8759872.000000 Penalty: 5445.661133
	Iteration 23Q: 3 clusters Score -8759872 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8760014.000000 Penalty: 5445.661133
	Iteration 24Q: 3 clusters Score -8760014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8760101.000000 Penalty: 5445.661133
	Iteration 25Q: 3 clusters Score -8760101 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8760156.000000 Penalty: 5445.661133
	Iteration 26Q: 3 clusters Score -8760156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8760234.000000 Penalty: 5445.661133
	Iteration 27Q: 3 clusters Score -8760234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8760316.000000 Penalty: 5445.661133
	Iteration 28Q: 3 clusters Score -8760316 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8760382.000000 Penalty: 5445.661133
	Iteration 29Q: 3 clusters Score -8760382 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8760481.000000 Penalty: 5445.661133
	Iteration 30Q: 3 clusters Score -8760481 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8760585.000000 Penalty: 5445.661133
	Iteration 31Q: 3 clusters Score -8760585 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8760727.000000 Penalty: 5445.661133
	Iteration 32Q: 3 clusters Score -8760727 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8760920.000000 Penalty: 5445.661133
	Iteration 33Q: 3 clusters Score -8760920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8761070.000000 Penalty: 5445.661133
	Iteration 34Q: 3 clusters Score -8761070 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8761151.000000 Penalty: 5445.661133
	Iteration 35Q: 3 clusters Score -8761151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8761242.000000 Penalty: 5445.661133
	Iteration 36Q: 3 clusters Score -8761242 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8761301.000000 Penalty: 5445.661133
	Iteration 37Q: 3 clusters Score -8761301 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8761315.000000 Penalty: 5445.661133
	Iteration 38Q: 3 clusters Score -8761315 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8761357.000000 Penalty: 5445.661133
	Iteration 39Q: 3 clusters Score -8761357 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8761474.000000 Penalty: 5445.661133
	Iteration 40F: 3 clusters Score -8761474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8761617.000000 Penalty: 5445.661133
	Iteration 41Q: 3 clusters Score -8761617 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8761663.000000 Penalty: 5445.661133
	Iteration 42Q: 3 clusters Score -8761663 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8761681.000000 Penalty: 5445.661133
	Iteration 43Q: 3 clusters Score -8761681 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8761723.000000 Penalty: 5445.661133
	Iteration 44Q: 3 clusters Score -8761723 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8761741.000000 Penalty: 5445.661133
	Iteration 45Q: 3 clusters Score -8761741 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8761756.000000 Penalty: 5445.661133
	Iteration 46Q: 3 clusters Score -8761756 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8761777.000000 Penalty: 5445.661133
	Iteration 47Q: 3 clusters Score -8761777 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8761785 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8761794.000000 Penalty: 5445.661133
	Iteration 49Q: 3 clusters Score -8761794 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8761804.000000 Penalty: 5445.661133
	Iteration 50Q: 3 clusters Score -8761804 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8761797.000000 Penalty: 5445.661133
	Iteration 51Q: 3 clusters Score -8761797 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56389 members 
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Entering Unmasked Estep 
Score: -8761809.000000 Penalty: 5445.661133
	Iteration 52Q: 3 clusters Score -8761809 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56391 members 
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Entering Unmasked Estep 
Score: -8761802.000000 Penalty: 5445.661133
	Iteration 53Q: 3 clusters Score -8761802 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8761812.000000 Penalty: 5445.661133
	Iteration 54Q: 3 clusters Score -8761812 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56393 members 
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Entering Unmasked Estep 
Score: -8761821.000000 Penalty: 5445.661133
	Iteration 55Q: 3 clusters Score -8761821 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56390 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8761821 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8761824.000000 Penalty: 5445.661133
	Iteration 57Q: 3 clusters Score -8761824 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8761827.000000 Penalty: 5445.661133
	Iteration 58Q: 3 clusters Score -8761827 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8761826.000000 Penalty: 5445.661133
	Iteration 59Q: 3 clusters Score -8761826 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8761849.000000 Penalty: 5445.661133
	Iteration 60F: 3 clusters Score -8761849 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8761876.000000 Penalty: 5445.661133
	Iteration 61Q: 3 clusters Score -8761876 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8761885 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56291 members 
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Entering Unmasked Estep 
Score: -8761895.000000 Penalty: 5445.661133
	Iteration 63Q: 3 clusters Score -8761895 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8761904.000000 Penalty: 5445.661133
	Iteration 64Q: 3 clusters Score -8761904 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8761926.000000 Penalty: 5445.661133
	Iteration 65Q: 3 clusters Score -8761926 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8761958.000000 Penalty: 5445.661133
	Iteration 66Q: 3 clusters Score -8761958 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56186 members 
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Entering Unmasked Estep 
Score: -8761986.000000 Penalty: 5445.661133
	Iteration 67Q: 3 clusters Score -8761986 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8761995.000000 Penalty: 5445.661133
	Iteration 68Q: 3 clusters Score -8761995 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8762005.000000 Penalty: 5445.661133
	Iteration 69Q: 3 clusters Score -8762005 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56145 members 
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Entering Unmasked Estep 
Score: -8762025.000000 Penalty: 5445.661133
	Iteration 70Q: 3 clusters Score -8762025 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56138 members 
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Entering Unmasked Estep 
Score: -8762023.000000 Penalty: 5445.661133
	Iteration 71Q: 3 clusters Score -8762023 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8762027.000000 Penalty: 5445.661133
	Iteration 72Q: 3 clusters Score -8762027 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56121 members 
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Entering Unmasked Estep 
Score: -8762020.000000 Penalty: 5445.661133
	Iteration 73Q: 3 clusters Score -8762020 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56122 members 
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Entering Unmasked Estep 
Score: -8762014.000000 Penalty: 5445.661133
	Iteration 74Q: 3 clusters Score -8762014 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56116 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8762020 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8762024.000000 Penalty: 5445.661133
	Iteration 76Q: 3 clusters Score -8762024 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8762025 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8762028.000000 Penalty: 5445.661133
	Iteration 78Q: 3 clusters Score -8762028 nChanged 18
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8762027 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56111 members 
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Entering Unmasked Estep 
Score: -8762037.000000 Penalty: 5445.661133
	Iteration 80F: 3 clusters Score -8762037 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8762036.000000 Penalty: 5445.661133
	Iteration 81Q: 3 clusters Score -8762036 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56102 members 
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Entering Unmasked Estep 
Score: -8762030.000000 Penalty: 5445.661133
	Iteration 82Q: 3 clusters Score -8762030 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56099 members 
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Entering Unmasked Estep 
Score: -8762043.000000 Penalty: 5445.661133
	Iteration 83Q: 3 clusters Score -8762043 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56093 members 
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Entering Unmasked Estep 
Score: -8762047.000000 Penalty: 5445.661133
	Iteration 84Q: 3 clusters Score -8762047 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56082 members 
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Entering Unmasked Estep 
Score: -8762062.000000 Penalty: 5445.661133
	Iteration 85Q: 3 clusters Score -8762062 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56079 members 
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Entering Unmasked Estep 
Score: -8762071.000000 Penalty: 5445.661133
	Iteration 86Q: 3 clusters Score -8762071 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56075 members 
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Entering Unmasked Estep 
Score: -8762072.000000 Penalty: 5445.661133
	Iteration 87Q: 3 clusters Score -8762072 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56072 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8762066 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56066 members 
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Entering Unmasked Estep 
Score: -8762058.000000 Penalty: 5445.661133
	Iteration 89Q: 3 clusters Score -8762058 nChanged 6
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8762069 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56060 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8762075 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8762074 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56044 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8762094 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8762085.000000 Penalty: 5445.661133
	Iteration 94Q: 3 clusters Score -8762085 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56037 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8762084 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8762092 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8762093 nChanged 8
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8762109 nChanged 6
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8762105 nChanged 8
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8762110 nChanged 5
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8762111 nChanged 3
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8762108 nChanged 2
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8762104 nChanged 5
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8762097 nChanged 10
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8762096 nChanged 9
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8762087 nChanged 7
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8762087 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8762089 nChanged 8
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	Iteration 109Q: 3 clusters Score -8762104 nChanged 11
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8762102 nChanged 9
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8762100 nChanged 6
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8762101 nChanged 8
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Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8762097.000000 Penalty: 5445.661133
	Iteration 113Q: 3 clusters Score -8762097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56052 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8762103.000000 Penalty: 5445.661133
	Iteration 114Q: 3 clusters Score -8762103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8762102.000000 Penalty: 5445.661133
	Iteration 115Q: 3 clusters Score -8762102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8762112.000000 Penalty: 5445.661133
	Iteration 116Q: 3 clusters Score -8762112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8762114.000000 Penalty: 5445.661133
	Iteration 117Q: 3 clusters Score -8762114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8762115.000000 Penalty: 5445.661133
	Iteration 118Q: 3 clusters Score -8762115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8762113.000000 Penalty: 5445.661133
	Iteration 119Q: 3 clusters Score -8762113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8762116.000000 Penalty: 5445.661133
	Iteration 120F: 3 clusters Score -8762116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8762116.000000 Penalty: 5445.661133
	Iteration 121Q: 3 clusters Score -8762116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8762123.000000 Penalty: 5445.661133
	Iteration 122Q: 3 clusters Score -8762123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8762118.000000 Penalty: 5445.661133
	Iteration 123Q: 3 clusters Score -8762118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8762121.000000 Penalty: 5445.661133
	Iteration 124Q: 3 clusters Score -8762121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8762112.000000 Penalty: 5445.661133
	Iteration 125Q: 3 clusters Score -8762112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8762119.000000 Penalty: 5445.661133
	Iteration 126Q: 3 clusters Score -8762119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8762111.000000 Penalty: 5445.661133
	Iteration 127Q: 3 clusters Score -8762111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8762104.000000 Penalty: 5445.661133
	Iteration 128Q: 3 clusters Score -8762104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8762116.000000 Penalty: 5445.661133
	Iteration 129Q: 3 clusters Score -8762116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8762116.000000 Penalty: 5445.661133
	Iteration 130Q: 3 clusters Score -8762116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8762115.000000 Penalty: 5445.661133
	Iteration 131Q: 3 clusters Score -8762115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8762113.000000 Penalty: 5445.661133
	Iteration 132Q: 3 clusters Score -8762113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8762116.000000 Penalty: 5445.661133
	Iteration 133Q: 3 clusters Score -8762116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8762113.000000 Penalty: 5445.661133
	Iteration 134Q: 3 clusters Score -8762113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8762113.000000 Penalty: 5445.661133
	Iteration 135F: 3 clusters Score -8762113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 7113 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Entering Unmasked Estep 
Score: -151860432.000000 Penalty: 195284.437500
Splitting cluster 33 changes total score from -151855296.000000 to -151860432.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 34 (24204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Entering Unmasked Estep 
Score: -3612743.250000 Penalty: 2503.379883
	Iteration 0F: 2 clusters Score -3612743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3595905.000000 Penalty: 5006.759766
	Iteration 0F: 3 clusters Score -3595905 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3602383.750000 Penalty: 5006.759766
	Iteration 1F: 3 clusters Score -3602384 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3603408.750000 Penalty: 5006.759766
	Iteration 2F: 3 clusters Score -3603409 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3604467.750000 Penalty: 5006.759766
	Iteration 3F: 3 clusters Score -3604468 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3605433.500000 Penalty: 5006.759766
	Iteration 4F: 3 clusters Score -3605434 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3606274.750000 Penalty: 5006.759766
	Iteration 5F: 3 clusters Score -3606275 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3606905.500000 Penalty: 5006.759766
	Iteration 6F: 3 clusters Score -3606906 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3607360.750000 Penalty: 5006.759766
	Iteration 7Q: 3 clusters Score -3607361 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3607639.750000 Penalty: 5006.759766
	Iteration 8Q: 3 clusters Score -3607640 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3607867.500000 Penalty: 5006.759766
	Iteration 9Q: 3 clusters Score -3607868 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3608072.000000 Penalty: 5006.759766
	Iteration 10Q: 3 clusters Score -3608072 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3608242.500000 Penalty: 5006.759766
	Iteration 11Q: 3 clusters Score -3608242 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3608383.750000 Penalty: 5006.759766
	Iteration 12Q: 3 clusters Score -3608384 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3608542.000000 Penalty: 5006.759766
	Iteration 13Q: 3 clusters Score -3608542 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3608728.000000 Penalty: 5006.759766
	Iteration 14Q: 3 clusters Score -3608728 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3608870.500000 Penalty: 5006.759766
	Iteration 15Q: 3 clusters Score -3608870 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3609031.000000 Penalty: 5006.759766
	Iteration 16Q: 3 clusters Score -3609031 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3609208.250000 Penalty: 5006.759766
	Iteration 17Q: 3 clusters Score -3609208 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3609328.500000 Penalty: 5006.759766
	Iteration 18Q: 3 clusters Score -3609328 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3609464.000000 Penalty: 5006.759766
	Iteration 19Q: 3 clusters Score -3609464 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3609607.250000 Penalty: 5006.759766
	Iteration 20F: 3 clusters Score -3609607 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3609748.000000 Penalty: 5006.759766
	Iteration 21Q: 3 clusters Score -3609748 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3609886.000000 Penalty: 5006.759766
	Iteration 22Q: 3 clusters Score -3609886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3610021.750000 Penalty: 5006.759766
	Iteration 23Q: 3 clusters Score -3610022 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3610160.750000 Penalty: 5006.759766
	Iteration 24Q: 3 clusters Score -3610161 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3610287.500000 Penalty: 5006.759766
	Iteration 25Q: 3 clusters Score -3610288 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3610425.000000 Penalty: 5006.759766
	Iteration 26Q: 3 clusters Score -3610425 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3610544.250000 Penalty: 5006.759766
	Iteration 27Q: 3 clusters Score -3610544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3610629.000000 Penalty: 5006.759766
	Iteration 28Q: 3 clusters Score -3610629 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3610731.750000 Penalty: 5006.759766
	Iteration 29Q: 3 clusters Score -3610732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3610818.000000 Penalty: 5006.759766
	Iteration 30Q: 3 clusters Score -3610818 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3610896.000000 Penalty: 5006.759766
	Iteration 31Q: 3 clusters Score -3610896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3610989.000000 Penalty: 5006.759766
	Iteration 32Q: 3 clusters Score -3610989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3611045.750000 Penalty: 5006.759766
	Iteration 33Q: 3 clusters Score -3611046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3611077.500000 Penalty: 5006.759766
	Iteration 34Q: 3 clusters Score -3611078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3611121.500000 Penalty: 5006.759766
	Iteration 35Q: 3 clusters Score -3611122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3611152.250000 Penalty: 5006.759766
	Iteration 36Q: 3 clusters Score -3611152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3611189.000000 Penalty: 5006.759766
	Iteration 37Q: 3 clusters Score -3611189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3611220.750000 Penalty: 5006.759766
	Iteration 38Q: 3 clusters Score -3611221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3611243.500000 Penalty: 5006.759766
	Iteration 39Q: 3 clusters Score -3611244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3611265.500000 Penalty: 5006.759766
	Iteration 40F: 3 clusters Score -3611266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3611280.500000 Penalty: 5006.759766
	Iteration 41Q: 3 clusters Score -3611280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3611301.750000 Penalty: 5006.759766
	Iteration 42Q: 3 clusters Score -3611302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3611315.000000 Penalty: 5006.759766
	Iteration 43Q: 3 clusters Score -3611315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3611338.000000 Penalty: 5006.759766
	Iteration 44Q: 3 clusters Score -3611338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3611354.000000 Penalty: 5006.759766
	Iteration 45Q: 3 clusters Score -3611354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3611358.000000 Penalty: 5006.759766
	Iteration 46Q: 3 clusters Score -3611358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3611371.750000 Penalty: 5006.759766
	Iteration 47Q: 3 clusters Score -3611372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3611380.750000 Penalty: 5006.759766
	Iteration 48Q: 3 clusters Score -3611381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3611378.250000 Penalty: 5006.759766
	Iteration 49Q: 3 clusters Score -3611378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3611392.500000 Penalty: 5006.759766
	Iteration 50Q: 3 clusters Score -3611392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3611390.250000 Penalty: 5006.759766
	Iteration 51Q: 3 clusters Score -3611390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3611392.500000 Penalty: 5006.759766
	Iteration 52Q: 3 clusters Score -3611392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3611394.500000 Penalty: 5006.759766
	Iteration 53Q: 3 clusters Score -3611394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3611396.500000 Penalty: 5006.759766
	Iteration 54Q: 3 clusters Score -3611396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3611400.500000 Penalty: 5006.759766
	Iteration 55Q: 3 clusters Score -3611400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3611410.500000 Penalty: 5006.759766
	Iteration 56Q: 3 clusters Score -3611410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3611413.000000 Penalty: 5006.759766
	Iteration 57Q: 3 clusters Score -3611413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3611410.000000 Penalty: 5006.759766
	Iteration 58Q: 3 clusters Score -3611410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3611411.000000 Penalty: 5006.759766
	Iteration 59Q: 3 clusters Score -3611411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3611411.000000 Penalty: 5006.759766
	Iteration 60F: 3 clusters Score -3611411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3611415.000000 Penalty: 5006.759766
	Iteration 61Q: 3 clusters Score -3611415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3611413.250000 Penalty: 5006.759766
	Iteration 62Q: 3 clusters Score -3611413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3611417.500000 Penalty: 5006.759766
	Iteration 63Q: 3 clusters Score -3611418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3611420.750000 Penalty: 5006.759766
	Iteration 64Q: 3 clusters Score -3611421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3611423.250000 Penalty: 5006.759766
	Iteration 65Q: 3 clusters Score -3611423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3611420.250000 Penalty: 5006.759766
	Iteration 66Q: 3 clusters Score -3611420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3611420.750000 Penalty: 5006.759766
	Iteration 67Q: 3 clusters Score -3611421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3611422.750000 Penalty: 5006.759766
	Iteration 68Q: 3 clusters Score -3611423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3611425.500000 Penalty: 5006.759766
	Iteration 69Q: 3 clusters Score -3611426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3611425.500000 Penalty: 5006.759766
	Iteration 70F: 3 clusters Score -3611426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -2035282.250000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -2035282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2025823.000000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -2025823 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2028746.375000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -2028746 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2029154.750000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -2029155 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2029486.125000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -2029486 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2029768.625000 Penalty: 4691.081543
	Iteration 4Q: 3 clusters Score -2029769 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2030031.125000 Penalty: 4691.081543
	Iteration 5Q: 3 clusters Score -2030031 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2030278.125000 Penalty: 4691.081543
	Iteration 6Q: 3 clusters Score -2030278 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2030517.250000 Penalty: 4691.081543
	Iteration 7Q: 3 clusters Score -2030517 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2030812.000000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -2030812 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2031134.625000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -2031135 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2031448.625000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -2031449 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2031741.625000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -2031742 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2031994.000000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -2031994 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2032226.375000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -2032226 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2032425.625000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -2032426 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2032604.000000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -2032604 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2032756.625000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -2032757 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2032901.375000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -2032901 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2033028.500000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -2033028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2033143.000000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -2033143 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2033242.375000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -2033242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2033330.750000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -2033331 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2033397.625000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -2033398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2033439.250000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -2033439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2033469.750000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -2033470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2033498.375000 Penalty: 4691.081543
	Iteration 25Q: 3 clusters Score -2033498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2033523.250000 Penalty: 4691.081543
	Iteration 26Q: 3 clusters Score -2033523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2033530.375000 Penalty: 4691.081543
	Iteration 27Q: 3 clusters Score -2033530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2033553.500000 Penalty: 4691.081543
	Iteration 28Q: 3 clusters Score -2033554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2033565.000000 Penalty: 4691.081543
	Iteration 29Q: 3 clusters Score -2033565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2033564.125000 Penalty: 4691.081543
	Iteration 30Q: 3 clusters Score -2033564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2033576.375000 Penalty: 4691.081543
	Iteration 31Q: 3 clusters Score -2033576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2033583.625000 Penalty: 4691.081543
	Iteration 32Q: 3 clusters Score -2033584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2033585.000000 Penalty: 4691.081543
	Iteration 33Q: 3 clusters Score -2033585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2033587.375000 Penalty: 4691.081543
	Iteration 34Q: 3 clusters Score -2033587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2033592.625000 Penalty: 4691.081543
	Iteration 35Q: 3 clusters Score -2033593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2033596.625000 Penalty: 4691.081543
	Iteration 36Q: 3 clusters Score -2033597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2033601.375000 Penalty: 4691.081543
	Iteration 37Q: 3 clusters Score -2033601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2033602.250000 Penalty: 4691.081543
	Iteration 38Q: 3 clusters Score -2033602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2033601.250000 Penalty: 4691.081543
	Iteration 39Q: 3 clusters Score -2033601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2033606.000000 Penalty: 4691.081543
	Iteration 40F: 3 clusters Score -2033606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2033609.125000 Penalty: 4691.081543
	Iteration 41Q: 3 clusters Score -2033609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2033606.875000 Penalty: 4691.081543
	Iteration 42Q: 3 clusters Score -2033607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2033609.125000 Penalty: 4691.081543
	Iteration 43Q: 3 clusters Score -2033609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2033611.625000 Penalty: 4691.081543
	Iteration 44Q: 3 clusters Score -2033612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2033610.125000 Penalty: 4691.081543
	Iteration 45Q: 3 clusters Score -2033610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2033610.875000 Penalty: 4691.081543
	Iteration 46Q: 3 clusters Score -2033611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2033610.875000 Penalty: 4691.081543
	Iteration 47F: 3 clusters Score -2033611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Entering Unmasked Estep 
Score: -904691.000000 Penalty: 2156.319824
	Iteration 0F: 2 clusters Score -904691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -899524.937500 Penalty: 4312.639648
	Iteration 0F: 3 clusters Score -899524.9 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -900938.687500 Penalty: 4312.639648
	Iteration 1F: 3 clusters Score -900938.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -901241.687500 Penalty: 4312.639648
	Iteration 2F: 3 clusters Score -901241.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -901508.812500 Penalty: 4312.639648
	Iteration 3F: 3 clusters Score -901508.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -901744.187500 Penalty: 4312.639648
	Iteration 4F: 3 clusters Score -901744.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -901955.187500 Penalty: 4312.639648
	Iteration 5Q: 3 clusters Score -901955.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -902154.875000 Penalty: 4312.639648
	Iteration 6Q: 3 clusters Score -902154.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -902331.500000 Penalty: 4312.639648
	Iteration 7Q: 3 clusters Score -902331.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -902455.562500 Penalty: 4312.639648
	Iteration 8Q: 3 clusters Score -902455.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -902563.500000 Penalty: 4312.639648
	Iteration 9Q: 3 clusters Score -902563.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -902668.000000 Penalty: 4312.639648
	Iteration 10Q: 3 clusters Score -902668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -902744.937500 Penalty: 4312.639648
	Iteration 11Q: 3 clusters Score -902744.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -902801.062500 Penalty: 4312.639648
	Iteration 12Q: 3 clusters Score -902801.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -902831.875000 Penalty: 4312.639648
	Iteration 13Q: 3 clusters Score -902831.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -902863.687500 Penalty: 4312.639648
	Iteration 14Q: 3 clusters Score -902863.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -902893.687500 Penalty: 4312.639648
	Iteration 15Q: 3 clusters Score -902893.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -902914.562500 Penalty: 4312.639648
	Iteration 16Q: 3 clusters Score -902914.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -902941.437500 Penalty: 4312.639648
	Iteration 17Q: 3 clusters Score -902941.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -902970.812500 Penalty: 4312.639648
	Iteration 18Q: 3 clusters Score -902970.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -903005.687500 Penalty: 4312.639648
	Iteration 19Q: 3 clusters Score -903005.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -903036.625000 Penalty: 4312.639648
	Iteration 20F: 3 clusters Score -903036.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -903062.875000 Penalty: 4312.639648
	Iteration 21Q: 3 clusters Score -903062.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -903089.500000 Penalty: 4312.639648
	Iteration 22Q: 3 clusters Score -903089.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -903123.000000 Penalty: 4312.639648
	Iteration 23Q: 3 clusters Score -903123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -903152.937500 Penalty: 4312.639648
	Iteration 24Q: 3 clusters Score -903152.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -903175.687500 Penalty: 4312.639648
	Iteration 25Q: 3 clusters Score -903175.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -903194.500000 Penalty: 4312.639648
	Iteration 26Q: 3 clusters Score -903194.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -903211.812500 Penalty: 4312.639648
	Iteration 27Q: 3 clusters Score -903211.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -903229.875000 Penalty: 4312.639648
	Iteration 28Q: 3 clusters Score -903229.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -903249.125000 Penalty: 4312.639648
	Iteration 29Q: 3 clusters Score -903249.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -903265.437500 Penalty: 4312.639648
	Iteration 30Q: 3 clusters Score -903265.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -903280.937500 Penalty: 4312.639648
	Iteration 31Q: 3 clusters Score -903280.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -903295.687500 Penalty: 4312.639648
	Iteration 32Q: 3 clusters Score -903295.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -903305.187500 Penalty: 4312.639648
	Iteration 33Q: 3 clusters Score -903305.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -903313.562500 Penalty: 4312.639648
	Iteration 34Q: 3 clusters Score -903313.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -903321.750000 Penalty: 4312.639648
	Iteration 35Q: 3 clusters Score -903321.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -903330.875000 Penalty: 4312.639648
	Iteration 36Q: 3 clusters Score -903330.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -903345.500000 Penalty: 4312.639648
	Iteration 37Q: 3 clusters Score -903345.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -903363.062500 Penalty: 4312.639648
	Iteration 38Q: 3 clusters Score -903363.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -903385.187500 Penalty: 4312.639648
	Iteration 39Q: 3 clusters Score -903385.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -903405.375000 Penalty: 4312.639648
	Iteration 40F: 3 clusters Score -903405.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -903427.500000 Penalty: 4312.639648
	Iteration 41Q: 3 clusters Score -903427.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -903451.937500 Penalty: 4312.639648
	Iteration 42Q: 3 clusters Score -903451.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -903479.937500 Penalty: 4312.639648
	Iteration 43Q: 3 clusters Score -903479.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -903520.312500 Penalty: 4312.639648
	Iteration 44Q: 3 clusters Score -903520.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -903568.000000 Penalty: 4312.639648
	Iteration 45Q: 3 clusters Score -903568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -903623.000000 Penalty: 4312.639648
	Iteration 46Q: 3 clusters Score -903623 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -903718.687500 Penalty: 4312.639648
	Iteration 47Q: 3 clusters Score -903718.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -903833.750000 Penalty: 4312.639648
	Iteration 48Q: 3 clusters Score -903833.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -903916.000000 Penalty: 4312.639648
	Iteration 49Q: 3 clusters Score -903916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -903974.000000 Penalty: 4312.639648
	Iteration 50Q: 3 clusters Score -903974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -904005.562500 Penalty: 4312.639648
	Iteration 51Q: 3 clusters Score -904005.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -904024.125000 Penalty: 4312.639648
	Iteration 52Q: 3 clusters Score -904024.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -904034.187500 Penalty: 4312.639648
	Iteration 53Q: 3 clusters Score -904034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -904042.125000 Penalty: 4312.639648
	Iteration 54Q: 3 clusters Score -904042.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -904048.500000 Penalty: 4312.639648
	Iteration 55Q: 3 clusters Score -904048.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -904054.562500 Penalty: 4312.639648
	Iteration 56Q: 3 clusters Score -904054.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -904061.187500 Penalty: 4312.639648
	Iteration 57Q: 3 clusters Score -904061.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -904066.062500 Penalty: 4312.639648
	Iteration 58Q: 3 clusters Score -904066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -904070.375000 Penalty: 4312.639648
	Iteration 59Q: 3 clusters Score -904070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -904072.312500 Penalty: 4312.639648
	Iteration 60F: 3 clusters Score -904072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -904074.312500 Penalty: 4312.639648
	Iteration 61Q: 3 clusters Score -904074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -904073.875000 Penalty: 4312.639648
	Iteration 62Q: 3 clusters Score -904073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -904074.562500 Penalty: 4312.639648
	Iteration 63Q: 3 clusters Score -904074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -904074.250000 Penalty: 4312.639648
	Iteration 64Q: 3 clusters Score -904074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -904074.250000 Penalty: 4312.639648
	Iteration 65F: 3 clusters Score -904074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (45419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Entering Unmasked Estep 
Score: -7016228.000000 Penalty: 2659.474121
	Iteration 0F: 2 clusters Score -7016228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -6985560.000000 Penalty: 5318.948242
	Iteration 0F: 3 clusters Score -6985560 nChanged 20887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6997257.500000 Penalty: 5318.948242
	Iteration 1F: 3 clusters Score -6997258 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -6998584.000000 Penalty: 5318.948242
	Iteration 2F: 3 clusters Score -6998584 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -7000531.000000 Penalty: 5318.948242
	Iteration 3F: 3 clusters Score -7000531 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -7003035.500000 Penalty: 5318.948242
	Iteration 4F: 3 clusters Score -7003036 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -7005575.500000 Penalty: 5318.948242
	Iteration 5F: 3 clusters Score -7005576 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -7007485.500000 Penalty: 5318.948242
	Iteration 6F: 3 clusters Score -7007486 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7008541.000000 Penalty: 5318.948242
	Iteration 7F: 3 clusters Score -7008541 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -7009112.000000 Penalty: 5318.948242
	Iteration 8Q: 3 clusters Score -7009112 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -7009494.000000 Penalty: 5318.948242
	Iteration 9Q: 3 clusters Score -7009494 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7009675.000000 Penalty: 5318.948242
	Iteration 10Q: 3 clusters Score -7009675 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -7009895.500000 Penalty: 5318.948242
	Iteration 11Q: 3 clusters Score -7009896 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -7009997.000000 Penalty: 5318.948242
	Iteration 12Q: 3 clusters Score -7009997 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -7010163.500000 Penalty: 5318.948242
	Iteration 13Q: 3 clusters Score -7010164 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -7010287.000000 Penalty: 5318.948242
	Iteration 14Q: 3 clusters Score -7010287 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -7010423.000000 Penalty: 5318.948242
	Iteration 15Q: 3 clusters Score -7010423 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -7010585.500000 Penalty: 5318.948242
	Iteration 16Q: 3 clusters Score -7010586 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7010746.500000 Penalty: 5318.948242
	Iteration 17Q: 3 clusters Score -7010746 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7010928.000000 Penalty: 5318.948242
	Iteration 18Q: 3 clusters Score -7010928 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7011125.000000 Penalty: 5318.948242
	Iteration 19Q: 3 clusters Score -7011125 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -7011404.500000 Penalty: 5318.948242
	Iteration 20F: 3 clusters Score -7011404 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -7011645.500000 Penalty: 5318.948242
	Iteration 21Q: 3 clusters Score -7011646 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -7011905.500000 Penalty: 5318.948242
	Iteration 22Q: 3 clusters Score -7011906 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7012118.000000 Penalty: 5318.948242
	Iteration 23Q: 3 clusters Score -7012118 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7012401.500000 Penalty: 5318.948242
	Iteration 24Q: 3 clusters Score -7012402 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -7012673.500000 Penalty: 5318.948242
	Iteration 25Q: 3 clusters Score -7012674 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -7012921.000000 Penalty: 5318.948242
	Iteration 26Q: 3 clusters Score -7012921 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7013119.000000 Penalty: 5318.948242
	Iteration 27Q: 3 clusters Score -7013119 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -7013292.500000 Penalty: 5318.948242
	Iteration 28Q: 3 clusters Score -7013292 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -7013417.000000 Penalty: 5318.948242
	Iteration 29Q: 3 clusters Score -7013417 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -7013558.000000 Penalty: 5318.948242
	Iteration 30Q: 3 clusters Score -7013558 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -7013650.500000 Penalty: 5318.948242
	Iteration 31Q: 3 clusters Score -7013650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -7013708.500000 Penalty: 5318.948242
	Iteration 32Q: 3 clusters Score -7013708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -7013758.000000 Penalty: 5318.948242
	Iteration 33Q: 3 clusters Score -7013758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -7013781.500000 Penalty: 5318.948242
	Iteration 34Q: 3 clusters Score -7013782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -7013835.500000 Penalty: 5318.948242
	Iteration 35Q: 3 clusters Score -7013836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -7013865.500000 Penalty: 5318.948242
	Iteration 36Q: 3 clusters Score -7013866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -7013885.500000 Penalty: 5318.948242
	Iteration 37Q: 3 clusters Score -7013886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -7013908.000000 Penalty: 5318.948242
	Iteration 38Q: 3 clusters Score -7013908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -7013936.500000 Penalty: 5318.948242
	Iteration 39Q: 3 clusters Score -7013936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -7013964.500000 Penalty: 5318.948242
	Iteration 40F: 3 clusters Score -7013964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -7013963.000000 Penalty: 5318.948242
	Iteration 41Q: 3 clusters Score -7013963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -7013989.500000 Penalty: 5318.948242
	Iteration 42Q: 3 clusters Score -7013990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -7013991.000000 Penalty: 5318.948242
	Iteration 43Q: 3 clusters Score -7013991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -7014012.000000 Penalty: 5318.948242
	Iteration 44Q: 3 clusters Score -7014012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -7014031.000000 Penalty: 5318.948242
	Iteration 45Q: 3 clusters Score -7014031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -7014045.500000 Penalty: 5318.948242
	Iteration 46Q: 3 clusters Score -7014046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -7014058.000000 Penalty: 5318.948242
	Iteration 47Q: 3 clusters Score -7014058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -7014076.000000 Penalty: 5318.948242
	Iteration 48Q: 3 clusters Score -7014076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -7014090.500000 Penalty: 5318.948242
	Iteration 49Q: 3 clusters Score -7014090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -7014090.500000 Penalty: 5318.948242
	Iteration 50Q: 3 clusters Score -7014090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -7014104.000000 Penalty: 5318.948242
	Iteration 51Q: 3 clusters Score -7014104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -7014112.500000 Penalty: 5318.948242
	Iteration 52Q: 3 clusters Score -7014112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -7014111.500000 Penalty: 5318.948242
	Iteration 53Q: 3 clusters Score -7014112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -7014118.500000 Penalty: 5318.948242
	Iteration 54Q: 3 clusters Score -7014118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -7014124.000000 Penalty: 5318.948242
	Iteration 55Q: 3 clusters Score -7014124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -7014132.000000 Penalty: 5318.948242
	Iteration 56Q: 3 clusters Score -7014132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -7014128.500000 Penalty: 5318.948242
	Iteration 57Q: 3 clusters Score -7014128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -7014136.500000 Penalty: 5318.948242
	Iteration 58Q: 3 clusters Score -7014136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -7014140.500000 Penalty: 5318.948242
	Iteration 59Q: 3 clusters Score -7014140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -7014147.000000 Penalty: 5318.948242
	Iteration 60F: 3 clusters Score -7014147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -7014150.000000 Penalty: 5318.948242
	Iteration 61Q: 3 clusters Score -7014150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -7014144.500000 Penalty: 5318.948242
	Iteration 62Q: 3 clusters Score -7014144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -7014148.500000 Penalty: 5318.948242
	Iteration 63Q: 3 clusters Score -7014148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -7014152.000000 Penalty: 5318.948242
	Iteration 64Q: 3 clusters Score -7014152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -7014156.500000 Penalty: 5318.948242
	Iteration 65Q: 3 clusters Score -7014156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -7014159.000000 Penalty: 5318.948242
	Iteration 66Q: 3 clusters Score -7014159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -7014157.500000 Penalty: 5318.948242
	Iteration 67Q: 3 clusters Score -7014158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -7014168.000000 Penalty: 5318.948242
	Iteration 68Q: 3 clusters Score -7014168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -7014173.500000 Penalty: 5318.948242
	Iteration 69Q: 3 clusters Score -7014174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -7014170.500000 Penalty: 5318.948242
	Iteration 70Q: 3 clusters Score -7014170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -7014168.000000 Penalty: 5318.948242
	Iteration 71Q: 3 clusters Score -7014168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -7014168.000000 Penalty: 5318.948242
	Iteration 72F: 3 clusters Score -7014168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Entering Unmasked Estep 
Score: -1374514.375000 Penalty: 2278.469971
	Iteration 0F: 2 clusters Score -1374514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1367109.375000 Penalty: 4556.939941
	Iteration 0F: 3 clusters Score -1367109 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1369716.125000 Penalty: 4556.939941
	Iteration 1F: 3 clusters Score -1369716 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1370219.625000 Penalty: 4556.939941
	Iteration 2F: 3 clusters Score -1370220 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1370693.625000 Penalty: 4556.939941
	Iteration 3F: 3 clusters Score -1370694 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1371124.250000 Penalty: 4556.939941
	Iteration 4F: 3 clusters Score -1371124 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1371483.875000 Penalty: 4556.939941
	Iteration 5F: 3 clusters Score -1371484 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1371793.625000 Penalty: 4556.939941
	Iteration 6Q: 3 clusters Score -1371794 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1372031.000000 Penalty: 4556.939941
	Iteration 7Q: 3 clusters Score -1372031 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1372204.500000 Penalty: 4556.939941
	Iteration 8Q: 3 clusters Score -1372204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1372333.750000 Penalty: 4556.939941
	Iteration 9Q: 3 clusters Score -1372334 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1372456.875000 Penalty: 4556.939941
	Iteration 10Q: 3 clusters Score -1372457 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1372562.750000 Penalty: 4556.939941
	Iteration 11Q: 3 clusters Score -1372563 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1372649.875000 Penalty: 4556.939941
	Iteration 12Q: 3 clusters Score -1372650 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1372719.375000 Penalty: 4556.939941
	Iteration 13Q: 3 clusters Score -1372719 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1372789.750000 Penalty: 4556.939941
	Iteration 14Q: 3 clusters Score -1372790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1372839.875000 Penalty: 4556.939941
	Iteration 15Q: 3 clusters Score -1372840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1372875.000000 Penalty: 4556.939941
	Iteration 16Q: 3 clusters Score -1372875 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1372902.875000 Penalty: 4556.939941
	Iteration 17Q: 3 clusters Score -1372903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1372930.125000 Penalty: 4556.939941
	Iteration 18Q: 3 clusters Score -1372930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1372955.750000 Penalty: 4556.939941
	Iteration 19Q: 3 clusters Score -1372956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1372986.625000 Penalty: 4556.939941
	Iteration 20F: 3 clusters Score -1372987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1373003.500000 Penalty: 4556.939941
	Iteration 21Q: 3 clusters Score -1373004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1373018.000000 Penalty: 4556.939941
	Iteration 22Q: 3 clusters Score -1373018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1373035.375000 Penalty: 4556.939941
	Iteration 23Q: 3 clusters Score -1373035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1373046.625000 Penalty: 4556.939941
	Iteration 24Q: 3 clusters Score -1373047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1373059.875000 Penalty: 4556.939941
	Iteration 25Q: 3 clusters Score -1373060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1373073.500000 Penalty: 4556.939941
	Iteration 26Q: 3 clusters Score -1373074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1373086.375000 Penalty: 4556.939941
	Iteration 27Q: 3 clusters Score -1373086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1373100.500000 Penalty: 4556.939941
	Iteration 28Q: 3 clusters Score -1373100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1373111.375000 Penalty: 4556.939941
	Iteration 29Q: 3 clusters Score -1373111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1373132.500000 Penalty: 4556.939941
	Iteration 30Q: 3 clusters Score -1373132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1373153.625000 Penalty: 4556.939941
	Iteration 31Q: 3 clusters Score -1373154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1373173.000000 Penalty: 4556.939941
	Iteration 32Q: 3 clusters Score -1373173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1373184.875000 Penalty: 4556.939941
	Iteration 33Q: 3 clusters Score -1373185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1373200.250000 Penalty: 4556.939941
	Iteration 34Q: 3 clusters Score -1373200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1373221.750000 Penalty: 4556.939941
	Iteration 35Q: 3 clusters Score -1373222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1373230.750000 Penalty: 4556.939941
	Iteration 36Q: 3 clusters Score -1373231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1373236.375000 Penalty: 4556.939941
	Iteration 37Q: 3 clusters Score -1373236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1373246.625000 Penalty: 4556.939941
	Iteration 38Q: 3 clusters Score -1373247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1373250.125000 Penalty: 4556.939941
	Iteration 39Q: 3 clusters Score -1373250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1373256.875000 Penalty: 4556.939941
	Iteration 40F: 3 clusters Score -1373257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1373260.250000 Penalty: 4556.939941
	Iteration 41Q: 3 clusters Score -1373260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1373269.500000 Penalty: 4556.939941
	Iteration 42Q: 3 clusters Score -1373270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1373267.625000 Penalty: 4556.939941
	Iteration 43Q: 3 clusters Score -1373268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1373277.000000 Penalty: 4556.939941
	Iteration 44Q: 3 clusters Score -1373277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1373280.625000 Penalty: 4556.939941
	Iteration 45Q: 3 clusters Score -1373281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1373284.250000 Penalty: 4556.939941
	Iteration 46Q: 3 clusters Score -1373284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1373289.375000 Penalty: 4556.939941
	Iteration 47Q: 3 clusters Score -1373289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1373290.875000 Penalty: 4556.939941
	Iteration 48Q: 3 clusters Score -1373291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1373292.875000 Penalty: 4556.939941
	Iteration 49Q: 3 clusters Score -1373293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1373297.125000 Penalty: 4556.939941
	Iteration 50Q: 3 clusters Score -1373297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1373297.875000 Penalty: 4556.939941
	Iteration 51Q: 3 clusters Score -1373298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1373305.125000 Penalty: 4556.939941
	Iteration 52Q: 3 clusters Score -1373305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1373303.875000 Penalty: 4556.939941
	Iteration 53Q: 3 clusters Score -1373304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1373302.750000 Penalty: 4556.939941
	Iteration 54Q: 3 clusters Score -1373303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1373307.750000 Penalty: 4556.939941
	Iteration 55Q: 3 clusters Score -1373308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1373309.375000 Penalty: 4556.939941
	Iteration 56Q: 3 clusters Score -1373309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1373311.375000 Penalty: 4556.939941
	Iteration 57Q: 3 clusters Score -1373311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1373310.500000 Penalty: 4556.939941
	Iteration 58Q: 3 clusters Score -1373310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1373313.125000 Penalty: 4556.939941
	Iteration 59Q: 3 clusters Score -1373313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1373314.125000 Penalty: 4556.939941
	Iteration 60F: 3 clusters Score -1373314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1373315.750000 Penalty: 4556.939941
	Iteration 61Q: 3 clusters Score -1373316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1373318.500000 Penalty: 4556.939941
	Iteration 62Q: 3 clusters Score -1373318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1373323.125000 Penalty: 4556.939941
	Iteration 63Q: 3 clusters Score -1373323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1373324.000000 Penalty: 4556.939941
	Iteration 64Q: 3 clusters Score -1373324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1373324.750000 Penalty: 4556.939941
	Iteration 65Q: 3 clusters Score -1373325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1373328.750000 Penalty: 4556.939941
	Iteration 66Q: 3 clusters Score -1373329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1373332.250000 Penalty: 4556.939941
	Iteration 67Q: 3 clusters Score -1373332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1373332.625000 Penalty: 4556.939941
	Iteration 68Q: 3 clusters Score -1373333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1373336.875000 Penalty: 4556.939941
	Iteration 69Q: 3 clusters Score -1373337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1373336.125000 Penalty: 4556.939941
	Iteration 70Q: 3 clusters Score -1373336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1373335.500000 Penalty: 4556.939941
	Iteration 71Q: 3 clusters Score -1373336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1373337.625000 Penalty: 4556.939941
	Iteration 72Q: 3 clusters Score -1373338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1373336.750000 Penalty: 4556.939941
	Iteration 73Q: 3 clusters Score -1373337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1373339.875000 Penalty: 4556.939941
	Iteration 74Q: 3 clusters Score -1373340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1373339.000000 Penalty: 4556.939941
	Iteration 75Q: 3 clusters Score -1373339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1373337.250000 Penalty: 4556.939941
	Iteration 76Q: 3 clusters Score -1373337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1373338.750000 Penalty: 4556.939941
	Iteration 77Q: 3 clusters Score -1373339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1373340.750000 Penalty: 4556.939941
	Iteration 78Q: 3 clusters Score -1373341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1373339.750000 Penalty: 4556.939941
	Iteration 79Q: 3 clusters Score -1373340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1373338.875000 Penalty: 4556.939941
	Iteration 80F: 3 clusters Score -1373339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -1075051.250000 Penalty: 2199.680420
	Iteration 0F: 2 clusters Score -1075051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1069194.625000 Penalty: 4399.360840
	Iteration 0F: 3 clusters Score -1069195 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1070914.875000 Penalty: 4399.360840
	Iteration 1F: 3 clusters Score -1070915 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1071565.625000 Penalty: 4399.360840
	Iteration 2F: 3 clusters Score -1071566 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1072276.375000 Penalty: 4399.360840
	Iteration 3F: 3 clusters Score -1072276 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1073090.875000 Penalty: 4399.360840
	Iteration 4F: 3 clusters Score -1073091 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1073931.750000 Penalty: 4399.360840
	Iteration 5F: 3 clusters Score -1073932 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1074899.625000 Penalty: 4399.360840
	Iteration 6F: 3 clusters Score -1074900 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1076575.875000 Penalty: 4399.360840
	Iteration 7F: 3 clusters Score -1076576 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1077506.500000 Penalty: 4399.360840
	Iteration 8F: 3 clusters Score -1077506 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1077732.875000 Penalty: 4399.360840
	Iteration 9Q: 3 clusters Score -1077733 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1077829.000000 Penalty: 4399.360840
	Iteration 10Q: 3 clusters Score -1077829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1077896.625000 Penalty: 4399.360840
	Iteration 11Q: 3 clusters Score -1077897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1077945.125000 Penalty: 4399.360840
	Iteration 12Q: 3 clusters Score -1077945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1077989.500000 Penalty: 4399.360840
	Iteration 13Q: 3 clusters Score -1077990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1078037.000000 Penalty: 4399.360840
	Iteration 14Q: 3 clusters Score -1078037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1078096.625000 Penalty: 4399.360840
	Iteration 15Q: 3 clusters Score -1078097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1078148.125000 Penalty: 4399.360840
	Iteration 16Q: 3 clusters Score -1078148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1078191.125000 Penalty: 4399.360840
	Iteration 17Q: 3 clusters Score -1078191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1078210.250000 Penalty: 4399.360840
	Iteration 18Q: 3 clusters Score -1078210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1078213.875000 Penalty: 4399.360840
	Iteration 19Q: 3 clusters Score -1078214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1078215.750000 Penalty: 4399.360840
	Iteration 20F: 3 clusters Score -1078216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1078218.875000 Penalty: 4399.360840
	Iteration 21Q: 3 clusters Score -1078219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1078218.125000 Penalty: 4399.360840
	Iteration 22Q: 3 clusters Score -1078218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1078221.375000 Penalty: 4399.360840
	Iteration 23Q: 3 clusters Score -1078221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1078223.000000 Penalty: 4399.360840
	Iteration 24Q: 3 clusters Score -1078223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1078223.625000 Penalty: 4399.360840
	Iteration 25Q: 3 clusters Score -1078224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1078223.625000 Penalty: 4399.360840
	Iteration 26F: 3 clusters Score -1078224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 13019 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Mstep: Class 58 contains 5175 members 
Entering Unmasked Estep 
Score: -151862352.000000 Penalty: 198710.484375
Splitting cluster 39 changes total score from -151855296.000000 to -151862352.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 40 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -2008952.875000 Penalty: 2349.593018
	Iteration 0F: 2 clusters Score -2008953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1999421.250000 Penalty: 4699.186035
	Iteration 0F: 3 clusters Score -1999421 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2002776.250000 Penalty: 4699.186035
	Iteration 1F: 3 clusters Score -2002776 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2003848.000000 Penalty: 4699.186035
	Iteration 2F: 3 clusters Score -2003848 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2004853.500000 Penalty: 4699.186035
	Iteration 3F: 3 clusters Score -2004854 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2005716.750000 Penalty: 4699.186035
	Iteration 4F: 3 clusters Score -2005717 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2006321.250000 Penalty: 4699.186035
	Iteration 5F: 3 clusters Score -2006321 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2006736.250000 Penalty: 4699.186035
	Iteration 6Q: 3 clusters Score -2006736 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2007052.250000 Penalty: 4699.186035
	Iteration 7Q: 3 clusters Score -2007052 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2007362.125000 Penalty: 4699.186035
	Iteration 8Q: 3 clusters Score -2007362 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2007759.000000 Penalty: 4699.186035
	Iteration 9Q: 3 clusters Score -2007759 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2008321.500000 Penalty: 4699.186035
	Iteration 10Q: 3 clusters Score -2008322 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2008785.125000 Penalty: 4699.186035
	Iteration 11Q: 3 clusters Score -2008785 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2009095.625000 Penalty: 4699.186035
	Iteration 12Q: 3 clusters Score -2009096 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2009303.625000 Penalty: 4699.186035
	Iteration 13Q: 3 clusters Score -2009304 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2009413.250000 Penalty: 4699.186035
	Iteration 14Q: 3 clusters Score -2009413 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2009462.125000 Penalty: 4699.186035
	Iteration 15Q: 3 clusters Score -2009462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2009494.500000 Penalty: 4699.186035
	Iteration 16Q: 3 clusters Score -2009494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2009505.375000 Penalty: 4699.186035
	Iteration 17Q: 3 clusters Score -2009505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2009513.625000 Penalty: 4699.186035
	Iteration 18Q: 3 clusters Score -2009514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2009516.500000 Penalty: 4699.186035
	Iteration 19Q: 3 clusters Score -2009516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2009514.750000 Penalty: 4699.186035
	Iteration 20F: 3 clusters Score -2009515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2009518.375000 Penalty: 4699.186035
	Iteration 21Q: 3 clusters Score -2009518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2009521.250000 Penalty: 4699.186035
	Iteration 22Q: 3 clusters Score -2009521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2009522.375000 Penalty: 4699.186035
	Iteration 23Q: 3 clusters Score -2009522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2009521.125000 Penalty: 4699.186035
	Iteration 24Q: 3 clusters Score -2009521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2009521.875000 Penalty: 4699.186035
	Iteration 25Q: 3 clusters Score -2009522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2009522.000000 Penalty: 4699.186035
	Iteration 26Q: 3 clusters Score -2009522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2009522.000000 Penalty: 4699.186035
	Iteration 27F: 3 clusters Score -2009522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 12165 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Mstep: Class 58 contains 5175 members 
Mstep: Class 59 contains 5299 members 
Entering Unmasked Estep 
Score: -151862144.000000 Penalty: 202136.531250
Splitting cluster 40 changes total score from -151855296.000000 to -151862144.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 41 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -231401.156250 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -231401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -229095.578125 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -229095.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229503.390625 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -229503.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -229644.656250 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -229644.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -229770.187500 Penalty: 3641.375977
	Iteration 3F: 3 clusters Score -229770.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -229914.812500 Penalty: 3641.375977
	Iteration 4F: 3 clusters Score -229914.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -230049.593750 Penalty: 3641.375977
	Iteration 5F: 3 clusters Score -230049.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230189.843750 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -230189.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -230341.671875 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -230341.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230487.078125 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -230487.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230593.656250 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -230593.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230654.796875 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -230654.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -230689.390625 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -230689.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -230719.312500 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -230719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -230746.171875 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -230746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -230758.203125 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -230758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230767.250000 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -230767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230771.562500 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -230771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230773.203125 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -230773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230775.218750 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -230775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -230776.000000 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -230776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -230777.234375 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -230777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230780.453125 Penalty: 3641.375977
	Iteration 21Q: 3 clusters Score -230780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -230781.625000 Penalty: 3641.375977
	Iteration 22Q: 3 clusters Score -230781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230783.031250 Penalty: 3641.375977
	Iteration 23Q: 3 clusters Score -230783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230783.031250 Penalty: 3641.375977
	Iteration 24F: 3 clusters Score -230783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -1821416.125000 Penalty: 2332.767090
	Iteration 0F: 2 clusters Score -1821416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1812353.250000 Penalty: 4665.534180
	Iteration 0F: 3 clusters Score -1812353 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1815256.250000 Penalty: 4665.534180
	Iteration 1F: 3 clusters Score -1815256 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1815853.250000 Penalty: 4665.534180
	Iteration 2F: 3 clusters Score -1815853 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1816545.000000 Penalty: 4665.534180
	Iteration 3F: 3 clusters Score -1816545 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1817487.000000 Penalty: 4665.534180
	Iteration 4F: 3 clusters Score -1817487 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1818720.500000 Penalty: 4665.534180
	Iteration 5F: 3 clusters Score -1818720 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1820222.500000 Penalty: 4665.534180
	Iteration 6F: 3 clusters Score -1820222 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1821273.250000 Penalty: 4665.534180
	Iteration 7F: 3 clusters Score -1821273 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1821618.000000 Penalty: 4665.534180
	Iteration 8Q: 3 clusters Score -1821618 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1821715.875000 Penalty: 4665.534180
	Iteration 9Q: 3 clusters Score -1821716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1821762.625000 Penalty: 4665.534180
	Iteration 10Q: 3 clusters Score -1821763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1821783.750000 Penalty: 4665.534180
	Iteration 11Q: 3 clusters Score -1821784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1821787.750000 Penalty: 4665.534180
	Iteration 12Q: 3 clusters Score -1821788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1821793.125000 Penalty: 4665.534180
	Iteration 13Q: 3 clusters Score -1821793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1821797.500000 Penalty: 4665.534180
	Iteration 14Q: 3 clusters Score -1821798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1821796.875000 Penalty: 4665.534180
	Iteration 15Q: 3 clusters Score -1821797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1821798.125000 Penalty: 4665.534180
	Iteration 16Q: 3 clusters Score -1821798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1821801.625000 Penalty: 4665.534180
	Iteration 17Q: 3 clusters Score -1821802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1821802.750000 Penalty: 4665.534180
	Iteration 18Q: 3 clusters Score -1821803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1821802.750000 Penalty: 4665.534180
	Iteration 19Q: 3 clusters Score -1821803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1821805.375000 Penalty: 4665.534180
	Iteration 20F: 3 clusters Score -1821805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1821804.375000 Penalty: 4665.534180
	Iteration 21Q: 3 clusters Score -1821804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1821804.875000 Penalty: 4665.534180
	Iteration 22Q: 3 clusters Score -1821805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1821805.875000 Penalty: 4665.534180
	Iteration 23Q: 3 clusters Score -1821806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1821806.125000 Penalty: 4665.534180
	Iteration 24Q: 3 clusters Score -1821806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1821806.125000 Penalty: 4665.534180
	Iteration 25F: 3 clusters Score -1821806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 5163 members 
Mstep: Class 43 contains 600 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Mstep: Class 58 contains 5175 members 
Mstep: Class 59 contains 5299 members 
Mstep: Class 60 contains 7002 members 
Entering Unmasked Estep 
Score: -151861408.000000 Penalty: 205562.562500
Splitting cluster 42 changes total score from -151855296.000000 to -151861408.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 43 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -86504.656250 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -86504.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84872.812500 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -84872.81 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85108.382812 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -85108.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85183.726562 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -85183.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85222.562500 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -85222.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85257.640625 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -85257.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85312.734375 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -85312.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85376.273438 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -85376.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85441.125000 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -85441.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85529.421875 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -85529.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85657.054688 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -85657.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85870.882812 Penalty: 3172.877197
	Iteration 10F: 3 clusters Score -85870.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86009.320312 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -86009.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86092.968750 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -86092.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86212.359375 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -86212.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86362.835938 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -86362.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86630.507812 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -86630.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86726.367188 Penalty: 3172.877197
	Iteration 16Q: 3 clusters Score -86726.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86865.953125 Penalty: 3172.877197
	Iteration 17Q: 3 clusters Score -86865.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86941.601562 Penalty: 3172.877197
	Iteration 18Q: 3 clusters Score -86941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86953.257812 Penalty: 3172.877197
	Iteration 19Q: 3 clusters Score -86953.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86968.984375 Penalty: 3172.877197
	Iteration 20F: 3 clusters Score -86968.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -87006.554688 Penalty: 3172.877197
	Iteration 21Q: 3 clusters Score -87006.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87034.187500 Penalty: 3172.877197
	Iteration 22Q: 3 clusters Score -87034.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -87040.765625 Penalty: 3172.877197
	Iteration 23Q: 3 clusters Score -87040.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -87040.765625 Penalty: 3172.877197
	Iteration 24F: 3 clusters Score -87040.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 5163 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 1097 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Mstep: Class 58 contains 5175 members 
Mstep: Class 59 contains 5299 members 
Mstep: Class 60 contains 7002 members 
Mstep: Class 61 contains 290 members 
Entering Unmasked Estep 
Score: -151859856.000000 Penalty: 208988.609375
Splitting cluster 43 changes total score from -151855296.000000 to -151859856.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 44 (16948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Entering Unmasked Estep 
Score: -2346658.000000 Penalty: 2415.000488
	Iteration 0F: 2 clusters Score -2346658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2334664.000000 Penalty: 4830.000977
	Iteration 0F: 3 clusters Score -2334664 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2339572.500000 Penalty: 4830.000977
	Iteration 1F: 3 clusters Score -2339572 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2340571.500000 Penalty: 4830.000977
	Iteration 2F: 3 clusters Score -2340572 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2341507.000000 Penalty: 4830.000977
	Iteration 3F: 3 clusters Score -2341507 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2342429.000000 Penalty: 4830.000977
	Iteration 4F: 3 clusters Score -2342429 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2343338.250000 Penalty: 4830.000977
	Iteration 5F: 3 clusters Score -2343338 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2344064.250000 Penalty: 4830.000977
	Iteration 6F: 3 clusters Score -2344064 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2344561.250000 Penalty: 4830.000977
	Iteration 7Q: 3 clusters Score -2344561 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2344849.250000 Penalty: 4830.000977
	Iteration 8Q: 3 clusters Score -2344849 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2345046.750000 Penalty: 4830.000977
	Iteration 9Q: 3 clusters Score -2345047 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2345177.750000 Penalty: 4830.000977
	Iteration 10Q: 3 clusters Score -2345178 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2345287.250000 Penalty: 4830.000977
	Iteration 11Q: 3 clusters Score -2345287 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2345376.000000 Penalty: 4830.000977
	Iteration 12Q: 3 clusters Score -2345376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2345428.750000 Penalty: 4830.000977
	Iteration 13Q: 3 clusters Score -2345429 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2345476.250000 Penalty: 4830.000977
	Iteration 14Q: 3 clusters Score -2345476 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2345517.750000 Penalty: 4830.000977
	Iteration 15Q: 3 clusters Score -2345518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2345550.750000 Penalty: 4830.000977
	Iteration 16Q: 3 clusters Score -2345551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2345571.750000 Penalty: 4830.000977
	Iteration 17Q: 3 clusters Score -2345572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2345587.750000 Penalty: 4830.000977
	Iteration 18Q: 3 clusters Score -2345588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2345604.250000 Penalty: 4830.000977
	Iteration 19Q: 3 clusters Score -2345604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2345618.500000 Penalty: 4830.000977
	Iteration 20F: 3 clusters Score -2345618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2345625.000000 Penalty: 4830.000977
	Iteration 21Q: 3 clusters Score -2345625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2345628.000000 Penalty: 4830.000977
	Iteration 22Q: 3 clusters Score -2345628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2345637.750000 Penalty: 4830.000977
	Iteration 23Q: 3 clusters Score -2345638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2345643.250000 Penalty: 4830.000977
	Iteration 24Q: 3 clusters Score -2345643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2345647.000000 Penalty: 4830.000977
	Iteration 25Q: 3 clusters Score -2345647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2345641.500000 Penalty: 4830.000977
	Iteration 26Q: 3 clusters Score -2345642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2345645.500000 Penalty: 4830.000977
	Iteration 27Q: 3 clusters Score -2345646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2345648.500000 Penalty: 4830.000977
	Iteration 28Q: 3 clusters Score -2345648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2345648.250000 Penalty: 4830.000977
	Iteration 29Q: 3 clusters Score -2345648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2345651.500000 Penalty: 4830.000977
	Iteration 30Q: 3 clusters Score -2345652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2345653.000000 Penalty: 4830.000977
	Iteration 31Q: 3 clusters Score -2345653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2345655.500000 Penalty: 4830.000977
	Iteration 32Q: 3 clusters Score -2345656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2345659.250000 Penalty: 4830.000977
	Iteration 33Q: 3 clusters Score -2345659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2345655.750000 Penalty: 4830.000977
	Iteration 34Q: 3 clusters Score -2345656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2345661.750000 Penalty: 4830.000977
	Iteration 35Q: 3 clusters Score -2345662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2345659.250000 Penalty: 4830.000977
	Iteration 36Q: 3 clusters Score -2345659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2345666.500000 Penalty: 4830.000977
	Iteration 37Q: 3 clusters Score -2345666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2345671.250000 Penalty: 4830.000977
	Iteration 38Q: 3 clusters Score -2345671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2345670.000000 Penalty: 4830.000977
	Iteration 39Q: 3 clusters Score -2345670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2345670.000000 Penalty: 4830.000977
	Iteration 40F: 3 clusters Score -2345670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2345672.500000 Penalty: 4830.000977
	Iteration 41Q: 3 clusters Score -2345672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2345674.750000 Penalty: 4830.000977
	Iteration 42Q: 3 clusters Score -2345675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2345672.500000 Penalty: 4830.000977
	Iteration 43Q: 3 clusters Score -2345672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2345673.000000 Penalty: 4830.000977
	Iteration 44Q: 3 clusters Score -2345673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2345675.000000 Penalty: 4830.000977
	Iteration 45Q: 3 clusters Score -2345675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2345679.750000 Penalty: 4830.000977
	Iteration 46Q: 3 clusters Score -2345680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2345678.500000 Penalty: 4830.000977
	Iteration 47Q: 3 clusters Score -2345678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2345680.500000 Penalty: 4830.000977
	Iteration 48Q: 3 clusters Score -2345680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2345681.000000 Penalty: 4830.000977
	Iteration 49Q: 3 clusters Score -2345681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2345678.250000 Penalty: 4830.000977
	Iteration 50Q: 3 clusters Score -2345678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2345678.000000 Penalty: 4830.000977
	Iteration 51Q: 3 clusters Score -2345678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2345678.750000 Penalty: 4830.000977
	Iteration 52Q: 3 clusters Score -2345679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2345679.000000 Penalty: 4830.000977
	Iteration 53Q: 3 clusters Score -2345679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2345681.750000 Penalty: 4830.000977
	Iteration 54Q: 3 clusters Score -2345682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2345681.500000 Penalty: 4830.000977
	Iteration 55Q: 3 clusters Score -2345682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2345683.500000 Penalty: 4830.000977
	Iteration 56Q: 3 clusters Score -2345684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2345683.750000 Penalty: 4830.000977
	Iteration 57Q: 3 clusters Score -2345684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2345684.000000 Penalty: 4830.000977
	Iteration 58Q: 3 clusters Score -2345684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2345682.750000 Penalty: 4830.000977
	Iteration 59Q: 3 clusters Score -2345683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2345686.250000 Penalty: 4830.000977
	Iteration 60F: 3 clusters Score -2345686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2345683.250000 Penalty: 4830.000977
	Iteration 61Q: 3 clusters Score -2345683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2345682.500000 Penalty: 4830.000977
	Iteration 62Q: 3 clusters Score -2345682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2345683.000000 Penalty: 4830.000977
	Iteration 63Q: 3 clusters Score -2345683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2345679.500000 Penalty: 4830.000977
	Iteration 64Q: 3 clusters Score -2345680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2345681.000000 Penalty: 4830.000977
	Iteration 65Q: 3 clusters Score -2345681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2345681.000000 Penalty: 4830.000977
	Iteration 66F: 3 clusters Score -2345681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (44050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Entering Unmasked Estep 
Score: -6589144.000000 Penalty: 2651.884033
	Iteration 0F: 2 clusters Score -6589144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -6559455.000000 Penalty: 5303.768066
	Iteration 0F: 3 clusters Score -6559455 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -6570796.500000 Penalty: 5303.768066
	Iteration 1F: 3 clusters Score -6570796 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -6571755.000000 Penalty: 5303.768066
	Iteration 2F: 3 clusters Score -6571755 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -6572916.500000 Penalty: 5303.768066
	Iteration 3F: 3 clusters Score -6572916 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6574209.000000 Penalty: 5303.768066
	Iteration 4F: 3 clusters Score -6574209 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6575562.000000 Penalty: 5303.768066
	Iteration 5F: 3 clusters Score -6575562 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -6576901.000000 Penalty: 5303.768066
	Iteration 6F: 3 clusters Score -6576901 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6578070.000000 Penalty: 5303.768066
	Iteration 7F: 3 clusters Score -6578070 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -6579171.500000 Penalty: 5303.768066
	Iteration 8Q: 3 clusters Score -6579172 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6580094.000000 Penalty: 5303.768066
	Iteration 9Q: 3 clusters Score -6580094 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6580993.500000 Penalty: 5303.768066
	Iteration 10Q: 3 clusters Score -6580994 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -6581710.000000 Penalty: 5303.768066
	Iteration 11Q: 3 clusters Score -6581710 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -6582402.500000 Penalty: 5303.768066
	Iteration 12Q: 3 clusters Score -6582402 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -6582935.000000 Penalty: 5303.768066
	Iteration 13Q: 3 clusters Score -6582935 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -6583324.000000 Penalty: 5303.768066
	Iteration 14Q: 3 clusters Score -6583324 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -6583597.000000 Penalty: 5303.768066
	Iteration 15Q: 3 clusters Score -6583597 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -6583848.500000 Penalty: 5303.768066
	Iteration 16Q: 3 clusters Score -6583848 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6584007.500000 Penalty: 5303.768066
	Iteration 17Q: 3 clusters Score -6584008 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -6584183.500000 Penalty: 5303.768066
	Iteration 18Q: 3 clusters Score -6584184 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -6584350.000000 Penalty: 5303.768066
	Iteration 19Q: 3 clusters Score -6584350 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -6584491.500000 Penalty: 5303.768066
	Iteration 20F: 3 clusters Score -6584492 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -6584642.500000 Penalty: 5303.768066
	Iteration 21Q: 3 clusters Score -6584642 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -6584785.500000 Penalty: 5303.768066
	Iteration 22Q: 3 clusters Score -6584786 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6584866.000000 Penalty: 5303.768066
	Iteration 23Q: 3 clusters Score -6584866 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -6584984.000000 Penalty: 5303.768066
	Iteration 24Q: 3 clusters Score -6584984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -6585065.500000 Penalty: 5303.768066
	Iteration 25Q: 3 clusters Score -6585066 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -6585175.500000 Penalty: 5303.768066
	Iteration 26Q: 3 clusters Score -6585176 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -6585277.000000 Penalty: 5303.768066
	Iteration 27Q: 3 clusters Score -6585277 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -6585372.500000 Penalty: 5303.768066
	Iteration 28Q: 3 clusters Score -6585372 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -6585483.500000 Penalty: 5303.768066
	Iteration 29Q: 3 clusters Score -6585484 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -6585598.000000 Penalty: 5303.768066
	Iteration 30Q: 3 clusters Score -6585598 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6585695.500000 Penalty: 5303.768066
	Iteration 31Q: 3 clusters Score -6585696 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -6585796.500000 Penalty: 5303.768066
	Iteration 32Q: 3 clusters Score -6585796 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -6585902.500000 Penalty: 5303.768066
	Iteration 33Q: 3 clusters Score -6585902 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -6586004.000000 Penalty: 5303.768066
	Iteration 34Q: 3 clusters Score -6586004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -6586136.000000 Penalty: 5303.768066
	Iteration 35Q: 3 clusters Score -6586136 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6586234.000000 Penalty: 5303.768066
	Iteration 36Q: 3 clusters Score -6586234 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -6586345.500000 Penalty: 5303.768066
	Iteration 37Q: 3 clusters Score -6586346 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -6586431.500000 Penalty: 5303.768066
	Iteration 38Q: 3 clusters Score -6586432 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6586531.000000 Penalty: 5303.768066
	Iteration 39Q: 3 clusters Score -6586531 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -6586589.500000 Penalty: 5303.768066
	Iteration 40F: 3 clusters Score -6586590 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6586683.500000 Penalty: 5303.768066
	Iteration 41Q: 3 clusters Score -6586684 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -6586770.500000 Penalty: 5303.768066
	Iteration 42Q: 3 clusters Score -6586770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -6586825.500000 Penalty: 5303.768066
	Iteration 43Q: 3 clusters Score -6586826 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -6586900.500000 Penalty: 5303.768066
	Iteration 44Q: 3 clusters Score -6586900 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -6586973.000000 Penalty: 5303.768066
	Iteration 45Q: 3 clusters Score -6586973 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6587052.500000 Penalty: 5303.768066
	Iteration 46Q: 3 clusters Score -6587052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6587103.500000 Penalty: 5303.768066
	Iteration 47Q: 3 clusters Score -6587104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6587149.500000 Penalty: 5303.768066
	Iteration 48Q: 3 clusters Score -6587150 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6587216.500000 Penalty: 5303.768066
	Iteration 49Q: 3 clusters Score -6587216 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6587269.500000 Penalty: 5303.768066
	Iteration 50Q: 3 clusters Score -6587270 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6587323.500000 Penalty: 5303.768066
	Iteration 51Q: 3 clusters Score -6587324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6587374.000000 Penalty: 5303.768066
	Iteration 52Q: 3 clusters Score -6587374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6587435.000000 Penalty: 5303.768066
	Iteration 53Q: 3 clusters Score -6587435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6587479.500000 Penalty: 5303.768066
	Iteration 54Q: 3 clusters Score -6587480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6587529.500000 Penalty: 5303.768066
	Iteration 55Q: 3 clusters Score -6587530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6587577.500000 Penalty: 5303.768066
	Iteration 56Q: 3 clusters Score -6587578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6587601.500000 Penalty: 5303.768066
	Iteration 57Q: 3 clusters Score -6587602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6587638.000000 Penalty: 5303.768066
	Iteration 58Q: 3 clusters Score -6587638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6587686.000000 Penalty: 5303.768066
	Iteration 59Q: 3 clusters Score -6587686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6587703.500000 Penalty: 5303.768066
	Iteration 60F: 3 clusters Score -6587704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6587717.500000 Penalty: 5303.768066
	Iteration 61Q: 3 clusters Score -6587718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6587735.500000 Penalty: 5303.768066
	Iteration 62Q: 3 clusters Score -6587736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6587760.500000 Penalty: 5303.768066
	Iteration 63Q: 3 clusters Score -6587760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6587776.000000 Penalty: 5303.768066
	Iteration 64Q: 3 clusters Score -6587776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6587792.500000 Penalty: 5303.768066
	Iteration 65Q: 3 clusters Score -6587792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6587813.500000 Penalty: 5303.768066
	Iteration 66Q: 3 clusters Score -6587814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6587825.500000 Penalty: 5303.768066
	Iteration 67Q: 3 clusters Score -6587826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6587833.000000 Penalty: 5303.768066
	Iteration 68Q: 3 clusters Score -6587833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6587852.000000 Penalty: 5303.768066
	Iteration 69Q: 3 clusters Score -6587852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6587892.000000 Penalty: 5303.768066
	Iteration 70Q: 3 clusters Score -6587892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6587895.500000 Penalty: 5303.768066
	Iteration 71Q: 3 clusters Score -6587896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6587905.500000 Penalty: 5303.768066
	Iteration 72Q: 3 clusters Score -6587906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6587919.500000 Penalty: 5303.768066
	Iteration 73Q: 3 clusters Score -6587920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6587931.500000 Penalty: 5303.768066
	Iteration 74Q: 3 clusters Score -6587932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6587947.500000 Penalty: 5303.768066
	Iteration 75Q: 3 clusters Score -6587948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6587950.000000 Penalty: 5303.768066
	Iteration 76Q: 3 clusters Score -6587950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6587966.000000 Penalty: 5303.768066
	Iteration 77Q: 3 clusters Score -6587966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6587962.000000 Penalty: 5303.768066
	Iteration 78Q: 3 clusters Score -6587962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6587972.500000 Penalty: 5303.768066
	Iteration 79Q: 3 clusters Score -6587972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6587986.500000 Penalty: 5303.768066
	Iteration 80F: 3 clusters Score -6587986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6588001.500000 Penalty: 5303.768066
	Iteration 81Q: 3 clusters Score -6588002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6587989.000000 Penalty: 5303.768066
	Iteration 82Q: 3 clusters Score -6587989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6587993.000000 Penalty: 5303.768066
	Iteration 83Q: 3 clusters Score -6587993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6587995.500000 Penalty: 5303.768066
	Iteration 84Q: 3 clusters Score -6587996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6587999.000000 Penalty: 5303.768066
	Iteration 85Q: 3 clusters Score -6587999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6587997.500000 Penalty: 5303.768066
	Iteration 86Q: 3 clusters Score -6587998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6588002.500000 Penalty: 5303.768066
	Iteration 87Q: 3 clusters Score -6588002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6588007.000000 Penalty: 5303.768066
	Iteration 88Q: 3 clusters Score -6588007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6588013.000000 Penalty: 5303.768066
	Iteration 89Q: 3 clusters Score -6588013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6588022.000000 Penalty: 5303.768066
	Iteration 90Q: 3 clusters Score -6588022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6588015.000000 Penalty: 5303.768066
	Iteration 91Q: 3 clusters Score -6588015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6588017.000000 Penalty: 5303.768066
	Iteration 92Q: 3 clusters Score -6588017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6588024.000000 Penalty: 5303.768066
	Iteration 93Q: 3 clusters Score -6588024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6588025.000000 Penalty: 5303.768066
	Iteration 94Q: 3 clusters Score -6588025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6588022.000000 Penalty: 5303.768066
	Iteration 95Q: 3 clusters Score -6588022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6588022.000000 Penalty: 5303.768066
	Iteration 96Q: 3 clusters Score -6588022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6588022.000000 Penalty: 5303.768066
	Iteration 97Q: 3 clusters Score -6588022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6588021.500000 Penalty: 5303.768066
	Iteration 98Q: 3 clusters Score -6588022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6588028.000000 Penalty: 5303.768066
	Iteration 99Q: 3 clusters Score -6588028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6588027.500000 Penalty: 5303.768066
	Iteration 100F: 3 clusters Score -6588028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6588032.000000 Penalty: 5303.768066
	Iteration 101Q: 3 clusters Score -6588032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6588032.000000 Penalty: 5303.768066
	Iteration 102F: 3 clusters Score -6588032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -155861.718750 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -155861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153853.609375 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -153853.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154266.000000 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -154266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -154626.656250 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -154626.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154986.250000 Penalty: 3472.165771
	Iteration 3F: 3 clusters Score -154986.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -155644.359375 Penalty: 3472.165771
	Iteration 4F: 3 clusters Score -155644.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -156238.468750 Penalty: 3472.165771
	Iteration 5F: 3 clusters Score -156238.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156428.734375 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -156428.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -156492.343750 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -156492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -156517.421875 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -156517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -156523.562500 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -156523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -156525.906250 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -156525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -156526.828125 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -156526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -156528.109375 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -156528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -156528.109375 Penalty: 3472.165771
	Iteration 13F: 3 clusters Score -156528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 5163 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 5980 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Mstep: Class 58 contains 5175 members 
Mstep: Class 59 contains 5299 members 
Mstep: Class 60 contains 7002 members 
Mstep: Class 61 contains 290 members 
Mstep: Class 62 contains 326 members 
Entering Unmasked Estep 
Score: -151858800.000000 Penalty: 212414.656250
Splitting cluster 46 changes total score from -151855296.000000 to -151858800.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 47 (21424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Entering Unmasked Estep 
Score: -3218084.250000 Penalty: 2473.122314
	Iteration 0F: 2 clusters Score -3218084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3203052.500000 Penalty: 4946.244629
	Iteration 0F: 3 clusters Score -3203052 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3208574.750000 Penalty: 4946.244629
	Iteration 1F: 3 clusters Score -3208575 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3209304.250000 Penalty: 4946.244629
	Iteration 2F: 3 clusters Score -3209304 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3210019.750000 Penalty: 4946.244629
	Iteration 3F: 3 clusters Score -3210020 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3210739.500000 Penalty: 4946.244629
	Iteration 4F: 3 clusters Score -3210740 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3211318.250000 Penalty: 4946.244629
	Iteration 5F: 3 clusters Score -3211318 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3211797.500000 Penalty: 4946.244629
	Iteration 6Q: 3 clusters Score -3211798 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3212256.750000 Penalty: 4946.244629
	Iteration 7Q: 3 clusters Score -3212257 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3212641.500000 Penalty: 4946.244629
	Iteration 8Q: 3 clusters Score -3212642 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3213044.250000 Penalty: 4946.244629
	Iteration 9Q: 3 clusters Score -3213044 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3213370.250000 Penalty: 4946.244629
	Iteration 10Q: 3 clusters Score -3213370 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3213654.750000 Penalty: 4946.244629
	Iteration 11Q: 3 clusters Score -3213655 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3213920.750000 Penalty: 4946.244629
	Iteration 12Q: 3 clusters Score -3213921 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3214139.250000 Penalty: 4946.244629
	Iteration 13Q: 3 clusters Score -3214139 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3214339.000000 Penalty: 4946.244629
	Iteration 14Q: 3 clusters Score -3214339 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3214499.000000 Penalty: 4946.244629
	Iteration 15Q: 3 clusters Score -3214499 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3214614.500000 Penalty: 4946.244629
	Iteration 16Q: 3 clusters Score -3214614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3214681.500000 Penalty: 4946.244629
	Iteration 17Q: 3 clusters Score -3214682 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3214780.500000 Penalty: 4946.244629
	Iteration 18Q: 3 clusters Score -3214780 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3214872.500000 Penalty: 4946.244629
	Iteration 19Q: 3 clusters Score -3214872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3214961.000000 Penalty: 4946.244629
	Iteration 20F: 3 clusters Score -3214961 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3215061.750000 Penalty: 4946.244629
	Iteration 21Q: 3 clusters Score -3215062 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3215151.500000 Penalty: 4946.244629
	Iteration 22Q: 3 clusters Score -3215152 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3215234.000000 Penalty: 4946.244629
	Iteration 23Q: 3 clusters Score -3215234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3215311.250000 Penalty: 4946.244629
	Iteration 24Q: 3 clusters Score -3215311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3215404.750000 Penalty: 4946.244629
	Iteration 25Q: 3 clusters Score -3215405 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3215480.500000 Penalty: 4946.244629
	Iteration 26Q: 3 clusters Score -3215480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3215557.750000 Penalty: 4946.244629
	Iteration 27Q: 3 clusters Score -3215558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3215642.250000 Penalty: 4946.244629
	Iteration 28Q: 3 clusters Score -3215642 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3215708.000000 Penalty: 4946.244629
	Iteration 29Q: 3 clusters Score -3215708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3215769.250000 Penalty: 4946.244629
	Iteration 30Q: 3 clusters Score -3215769 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3215835.250000 Penalty: 4946.244629
	Iteration 31Q: 3 clusters Score -3215835 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3215886.500000 Penalty: 4946.244629
	Iteration 32Q: 3 clusters Score -3215886 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3215953.250000 Penalty: 4946.244629
	Iteration 33Q: 3 clusters Score -3215953 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3216008.000000 Penalty: 4946.244629
	Iteration 34Q: 3 clusters Score -3216008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3216061.750000 Penalty: 4946.244629
	Iteration 35Q: 3 clusters Score -3216062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3216120.000000 Penalty: 4946.244629
	Iteration 36Q: 3 clusters Score -3216120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3216172.500000 Penalty: 4946.244629
	Iteration 37Q: 3 clusters Score -3216172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3216208.750000 Penalty: 4946.244629
	Iteration 38Q: 3 clusters Score -3216209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3216238.250000 Penalty: 4946.244629
	Iteration 39Q: 3 clusters Score -3216238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3216254.250000 Penalty: 4946.244629
	Iteration 40F: 3 clusters Score -3216254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3216270.500000 Penalty: 4946.244629
	Iteration 41Q: 3 clusters Score -3216270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3216265.750000 Penalty: 4946.244629
	Iteration 42Q: 3 clusters Score -3216266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3216271.000000 Penalty: 4946.244629
	Iteration 43Q: 3 clusters Score -3216271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3216277.750000 Penalty: 4946.244629
	Iteration 44Q: 3 clusters Score -3216278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3216278.250000 Penalty: 4946.244629
	Iteration 45Q: 3 clusters Score -3216278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3216277.500000 Penalty: 4946.244629
	Iteration 46Q: 3 clusters Score -3216278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3216281.500000 Penalty: 4946.244629
	Iteration 47Q: 3 clusters Score -3216282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3216286.250000 Penalty: 4946.244629
	Iteration 48Q: 3 clusters Score -3216286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3216286.250000 Penalty: 4946.244629
	Iteration 49Q: 3 clusters Score -3216286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3216288.250000 Penalty: 4946.244629
	Iteration 50Q: 3 clusters Score -3216288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3216291.750000 Penalty: 4946.244629
	Iteration 51Q: 3 clusters Score -3216292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3216288.000000 Penalty: 4946.244629
	Iteration 52Q: 3 clusters Score -3216288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3216288.750000 Penalty: 4946.244629
	Iteration 53Q: 3 clusters Score -3216289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3216295.500000 Penalty: 4946.244629
	Iteration 54Q: 3 clusters Score -3216296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3216301.000000 Penalty: 4946.244629
	Iteration 55Q: 3 clusters Score -3216301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3216312.500000 Penalty: 4946.244629
	Iteration 56Q: 3 clusters Score -3216312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3216308.000000 Penalty: 4946.244629
	Iteration 57Q: 3 clusters Score -3216308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3216326.500000 Penalty: 4946.244629
	Iteration 58Q: 3 clusters Score -3216326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3216335.000000 Penalty: 4946.244629
	Iteration 59Q: 3 clusters Score -3216335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3216353.250000 Penalty: 4946.244629
	Iteration 60F: 3 clusters Score -3216353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3216353.000000 Penalty: 4946.244629
	Iteration 61Q: 3 clusters Score -3216353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3216358.250000 Penalty: 4946.244629
	Iteration 62Q: 3 clusters Score -3216358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3216365.750000 Penalty: 4946.244629
	Iteration 63Q: 3 clusters Score -3216366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3216375.000000 Penalty: 4946.244629
	Iteration 64Q: 3 clusters Score -3216375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3216382.250000 Penalty: 4946.244629
	Iteration 65Q: 3 clusters Score -3216382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3216382.750000 Penalty: 4946.244629
	Iteration 66Q: 3 clusters Score -3216383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3216398.000000 Penalty: 4946.244629
	Iteration 67Q: 3 clusters Score -3216398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3216406.000000 Penalty: 4946.244629
	Iteration 68Q: 3 clusters Score -3216406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3216411.500000 Penalty: 4946.244629
	Iteration 69Q: 3 clusters Score -3216412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3216420.250000 Penalty: 4946.244629
	Iteration 70Q: 3 clusters Score -3216420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3216419.250000 Penalty: 4946.244629
	Iteration 71Q: 3 clusters Score -3216419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3216421.250000 Penalty: 4946.244629
	Iteration 72Q: 3 clusters Score -3216421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3216421.500000 Penalty: 4946.244629
	Iteration 73Q: 3 clusters Score -3216422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3216425.750000 Penalty: 4946.244629
	Iteration 74Q: 3 clusters Score -3216426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3216428.000000 Penalty: 4946.244629
	Iteration 75Q: 3 clusters Score -3216428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3216428.500000 Penalty: 4946.244629
	Iteration 76Q: 3 clusters Score -3216428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3216430.750000 Penalty: 4946.244629
	Iteration 77Q: 3 clusters Score -3216431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3216429.250000 Penalty: 4946.244629
	Iteration 78Q: 3 clusters Score -3216429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3216429.750000 Penalty: 4946.244629
	Iteration 79Q: 3 clusters Score -3216430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3216434.000000 Penalty: 4946.244629
	Iteration 80F: 3 clusters Score -3216434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3216433.750000 Penalty: 4946.244629
	Iteration 81Q: 3 clusters Score -3216434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3216435.000000 Penalty: 4946.244629
	Iteration 82Q: 3 clusters Score -3216435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3216435.000000 Penalty: 4946.244629
	Iteration 83F: 3 clusters Score -3216435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -213984.093750 Penalty: 1805.954224
	Iteration 0F: 2 clusters Score -213984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -211766.484375 Penalty: 3611.908447
	Iteration 0F: 3 clusters Score -211766.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212152.500000 Penalty: 3611.908447
	Iteration 1F: 3 clusters Score -212152.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -212279.671875 Penalty: 3611.908447
	Iteration 2F: 3 clusters Score -212279.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -212360.265625 Penalty: 3611.908447
	Iteration 3Q: 3 clusters Score -212360.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212407.828125 Penalty: 3611.908447
	Iteration 4Q: 3 clusters Score -212407.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -212429.703125 Penalty: 3611.908447
	Iteration 5Q: 3 clusters Score -212429.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -212445.312500 Penalty: 3611.908447
	Iteration 6Q: 3 clusters Score -212445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212448.843750 Penalty: 3611.908447
	Iteration 7Q: 3 clusters Score -212448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -212454.281250 Penalty: 3611.908447
	Iteration 8Q: 3 clusters Score -212454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212456.265625 Penalty: 3611.908447
	Iteration 9Q: 3 clusters Score -212456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212458.062500 Penalty: 3611.908447
	Iteration 10Q: 3 clusters Score -212458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212458.062500 Penalty: 3611.908447
	Iteration 11F: 3 clusters Score -212458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (45393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Entering Unmasked Estep 
Score: -7144036.500000 Penalty: 2659.332031
	Iteration 0F: 2 clusters Score -7144036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -7113310.500000 Penalty: 5318.664062
	Iteration 0F: 3 clusters Score -7113310 nChanged 20871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7125288.000000 Penalty: 5318.664062
	Iteration 1F: 3 clusters Score -7125288 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -7126235.500000 Penalty: 5318.664062
	Iteration 2F: 3 clusters Score -7126236 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -7127586.000000 Penalty: 5318.664062
	Iteration 3F: 3 clusters Score -7127586 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -7129562.000000 Penalty: 5318.664062
	Iteration 4F: 3 clusters Score -7129562 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -7132285.000000 Penalty: 5318.664062
	Iteration 5F: 3 clusters Score -7132285 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -7135312.000000 Penalty: 5318.664062
	Iteration 6F: 3 clusters Score -7135312 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7137872.500000 Penalty: 5318.664062
	Iteration 7F: 3 clusters Score -7137872 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -7139668.500000 Penalty: 5318.664062
	Iteration 8Q: 3 clusters Score -7139668 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7140767.500000 Penalty: 5318.664062
	Iteration 9Q: 3 clusters Score -7140768 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -7141336.500000 Penalty: 5318.664062
	Iteration 10Q: 3 clusters Score -7141336 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7141667.000000 Penalty: 5318.664062
	Iteration 11Q: 3 clusters Score -7141667 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -7141860.000000 Penalty: 5318.664062
	Iteration 12Q: 3 clusters Score -7141860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -7141937.000000 Penalty: 5318.664062
	Iteration 13Q: 3 clusters Score -7141937 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -7142046.000000 Penalty: 5318.664062
	Iteration 14Q: 3 clusters Score -7142046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -7142075.500000 Penalty: 5318.664062
	Iteration 15Q: 3 clusters Score -7142076 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -7142095.000000 Penalty: 5318.664062
	Iteration 16Q: 3 clusters Score -7142095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -7142089.000000 Penalty: 5318.664062
	Iteration 17Q: 3 clusters Score -7142089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -7142109.500000 Penalty: 5318.664062
	Iteration 18Q: 3 clusters Score -7142110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -7142136.500000 Penalty: 5318.664062
	Iteration 19Q: 3 clusters Score -7142136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -7142141.500000 Penalty: 5318.664062
	Iteration 20F: 3 clusters Score -7142142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -7142138.500000 Penalty: 5318.664062
	Iteration 21Q: 3 clusters Score -7142138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -7142147.500000 Penalty: 5318.664062
	Iteration 22Q: 3 clusters Score -7142148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -7142160.000000 Penalty: 5318.664062
	Iteration 23Q: 3 clusters Score -7142160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -7142166.500000 Penalty: 5318.664062
	Iteration 24Q: 3 clusters Score -7142166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -7142166.000000 Penalty: 5318.664062
	Iteration 25Q: 3 clusters Score -7142166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -7142164.500000 Penalty: 5318.664062
	Iteration 26Q: 3 clusters Score -7142164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -7142170.500000 Penalty: 5318.664062
	Iteration 27Q: 3 clusters Score -7142170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -7142162.000000 Penalty: 5318.664062
	Iteration 28Q: 3 clusters Score -7142162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -7142166.500000 Penalty: 5318.664062
	Iteration 29Q: 3 clusters Score -7142166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -7142174.500000 Penalty: 5318.664062
	Iteration 30Q: 3 clusters Score -7142174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -7142174.500000 Penalty: 5318.664062
	Iteration 31F: 3 clusters Score -7142174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -603682.375000 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -603682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -599965.437500 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -599965.4 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -600820.875000 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -600820.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -601020.375000 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -601020.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -601130.000000 Penalty: 4091.789551
	Iteration 3Q: 3 clusters Score -601130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -601230.875000 Penalty: 4091.789551
	Iteration 4Q: 3 clusters Score -601230.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -601309.500000 Penalty: 4091.789551
	Iteration 5Q: 3 clusters Score -601309.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -601384.625000 Penalty: 4091.789551
	Iteration 6Q: 3 clusters Score -601384.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -601477.750000 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -601477.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -601569.875000 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -601569.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -601644.687500 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -601644.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -601708.687500 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -601708.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -601784.125000 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -601784.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -601849.125000 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -601849.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -601904.750000 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -601904.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -601951.812500 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -601951.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -601993.062500 Penalty: 4091.789551
	Iteration 15Q: 3 clusters Score -601993.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -602027.812500 Penalty: 4091.789551
	Iteration 16Q: 3 clusters Score -602027.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -602060.625000 Penalty: 4091.789551
	Iteration 17Q: 3 clusters Score -602060.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -602088.375000 Penalty: 4091.789551
	Iteration 18Q: 3 clusters Score -602088.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -602106.500000 Penalty: 4091.789551
	Iteration 19Q: 3 clusters Score -602106.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -602118.625000 Penalty: 4091.789551
	Iteration 20F: 3 clusters Score -602118.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -602131.937500 Penalty: 4091.789551
	Iteration 21Q: 3 clusters Score -602131.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -602142.750000 Penalty: 4091.789551
	Iteration 22Q: 3 clusters Score -602142.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -602153.812500 Penalty: 4091.789551
	Iteration 23Q: 3 clusters Score -602153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -602165.062500 Penalty: 4091.789551
	Iteration 24Q: 3 clusters Score -602165.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -602172.500000 Penalty: 4091.789551
	Iteration 25Q: 3 clusters Score -602172.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -602180.125000 Penalty: 4091.789551
	Iteration 26Q: 3 clusters Score -602180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -602181.062500 Penalty: 4091.789551
	Iteration 27Q: 3 clusters Score -602181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -602181.250000 Penalty: 4091.789551
	Iteration 28Q: 3 clusters Score -602181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -602182.500000 Penalty: 4091.789551
	Iteration 29Q: 3 clusters Score -602182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -602184.312500 Penalty: 4091.789551
	Iteration 30Q: 3 clusters Score -602184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -602185.000000 Penalty: 4091.789551
	Iteration 31Q: 3 clusters Score -602185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -602185.000000 Penalty: 4091.789551
	Iteration 32F: 3 clusters Score -602185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -480469.406250 Penalty: 1996.257935
	Iteration 0F: 2 clusters Score -480469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -477180.531250 Penalty: 3992.515869
	Iteration 0F: 3 clusters Score -477180.5 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -477950.062500 Penalty: 3992.515869
	Iteration 1F: 3 clusters Score -477950.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -478173.375000 Penalty: 3992.515869
	Iteration 2F: 3 clusters Score -478173.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -478298.656250 Penalty: 3992.515869
	Iteration 3F: 3 clusters Score -478298.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -478386.593750 Penalty: 3992.515869
	Iteration 4Q: 3 clusters Score -478386.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -478445.343750 Penalty: 3992.515869
	Iteration 5Q: 3 clusters Score -478445.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -478505.031250 Penalty: 3992.515869
	Iteration 6Q: 3 clusters Score -478505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -478567.625000 Penalty: 3992.515869
	Iteration 7Q: 3 clusters Score -478567.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -478626.750000 Penalty: 3992.515869
	Iteration 8Q: 3 clusters Score -478626.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -478660.562500 Penalty: 3992.515869
	Iteration 9Q: 3 clusters Score -478660.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -478688.687500 Penalty: 3992.515869
	Iteration 10Q: 3 clusters Score -478688.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -478719.406250 Penalty: 3992.515869
	Iteration 11Q: 3 clusters Score -478719.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -478758.156250 Penalty: 3992.515869
	Iteration 12Q: 3 clusters Score -478758.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -478792.312500 Penalty: 3992.515869
	Iteration 13Q: 3 clusters Score -478792.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -478828.406250 Penalty: 3992.515869
	Iteration 14Q: 3 clusters Score -478828.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -478865.968750 Penalty: 3992.515869
	Iteration 15Q: 3 clusters Score -478866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -478898.156250 Penalty: 3992.515869
	Iteration 16Q: 3 clusters Score -478898.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -478924.562500 Penalty: 3992.515869
	Iteration 17Q: 3 clusters Score -478924.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -478950.093750 Penalty: 3992.515869
	Iteration 18Q: 3 clusters Score -478950.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -478975.062500 Penalty: 3992.515869
	Iteration 19Q: 3 clusters Score -478975.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -478992.968750 Penalty: 3992.515869
	Iteration 20F: 3 clusters Score -478993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -479006.625000 Penalty: 3992.515869
	Iteration 21Q: 3 clusters Score -479006.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -479018.750000 Penalty: 3992.515869
	Iteration 22Q: 3 clusters Score -479018.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -479032.375000 Penalty: 3992.515869
	Iteration 23Q: 3 clusters Score -479032.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -479047.593750 Penalty: 3992.515869
	Iteration 24Q: 3 clusters Score -479047.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -479061.312500 Penalty: 3992.515869
	Iteration 25Q: 3 clusters Score -479061.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -479079.593750 Penalty: 3992.515869
	Iteration 26Q: 3 clusters Score -479079.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -479096.593750 Penalty: 3992.515869
	Iteration 27Q: 3 clusters Score -479096.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -479108.500000 Penalty: 3992.515869
	Iteration 28Q: 3 clusters Score -479108.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -479121.937500 Penalty: 3992.515869
	Iteration 29Q: 3 clusters Score -479121.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -479129.250000 Penalty: 3992.515869
	Iteration 30Q: 3 clusters Score -479129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -479139.718750 Penalty: 3992.515869
	Iteration 31Q: 3 clusters Score -479139.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -479152.937500 Penalty: 3992.515869
	Iteration 32Q: 3 clusters Score -479152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -479171.781250 Penalty: 3992.515869
	Iteration 33Q: 3 clusters Score -479171.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -479195.625000 Penalty: 3992.515869
	Iteration 34Q: 3 clusters Score -479195.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -479213.718750 Penalty: 3992.515869
	Iteration 35Q: 3 clusters Score -479213.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -479243.000000 Penalty: 3992.515869
	Iteration 36Q: 3 clusters Score -479243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -479287.375000 Penalty: 3992.515869
	Iteration 37Q: 3 clusters Score -479287.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -479318.593750 Penalty: 3992.515869
	Iteration 38Q: 3 clusters Score -479318.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -479352.468750 Penalty: 3992.515869
	Iteration 39Q: 3 clusters Score -479352.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -479389.843750 Penalty: 3992.515869
	Iteration 40F: 3 clusters Score -479389.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -479427.562500 Penalty: 3992.515869
	Iteration 41Q: 3 clusters Score -479427.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -479474.500000 Penalty: 3992.515869
	Iteration 42Q: 3 clusters Score -479474.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -479519.312500 Penalty: 3992.515869
	Iteration 43Q: 3 clusters Score -479519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -479542.187500 Penalty: 3992.515869
	Iteration 44Q: 3 clusters Score -479542.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -479565.593750 Penalty: 3992.515869
	Iteration 45Q: 3 clusters Score -479565.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -479579.093750 Penalty: 3992.515869
	Iteration 46Q: 3 clusters Score -479579.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -479588.093750 Penalty: 3992.515869
	Iteration 47Q: 3 clusters Score -479588.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -479597.843750 Penalty: 3992.515869
	Iteration 48Q: 3 clusters Score -479597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -479603.781250 Penalty: 3992.515869
	Iteration 49Q: 3 clusters Score -479603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -479608.625000 Penalty: 3992.515869
	Iteration 50Q: 3 clusters Score -479608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -479609.281250 Penalty: 3992.515869
	Iteration 51Q: 3 clusters Score -479609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -479612.843750 Penalty: 3992.515869
	Iteration 52Q: 3 clusters Score -479612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -479614.437500 Penalty: 3992.515869
	Iteration 53Q: 3 clusters Score -479614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -479618.906250 Penalty: 3992.515869
	Iteration 54Q: 3 clusters Score -479618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -479621.968750 Penalty: 3992.515869
	Iteration 55Q: 3 clusters Score -479622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -479625.937500 Penalty: 3992.515869
	Iteration 56Q: 3 clusters Score -479625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -479626.750000 Penalty: 3992.515869
	Iteration 57Q: 3 clusters Score -479626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -479626.937500 Penalty: 3992.515869
	Iteration 58Q: 3 clusters Score -479626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -479626.937500 Penalty: 3992.515869
	Iteration 59F: 3 clusters Score -479626.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -995199.187500 Penalty: 2172.319824
	Iteration 0F: 2 clusters Score -995199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -989894.062500 Penalty: 4344.639648
	Iteration 0F: 3 clusters Score -989894.1 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -991335.375000 Penalty: 4344.639648
	Iteration 1F: 3 clusters Score -991335.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -991805.875000 Penalty: 4344.639648
	Iteration 2F: 3 clusters Score -991805.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -992317.937500 Penalty: 4344.639648
	Iteration 3F: 3 clusters Score -992317.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -992730.000000 Penalty: 4344.639648
	Iteration 4F: 3 clusters Score -992730 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -993006.062500 Penalty: 4344.639648
	Iteration 5F: 3 clusters Score -993006.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -993187.375000 Penalty: 4344.639648
	Iteration 6Q: 3 clusters Score -993187.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -993298.875000 Penalty: 4344.639648
	Iteration 7Q: 3 clusters Score -993298.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -993366.687500 Penalty: 4344.639648
	Iteration 8Q: 3 clusters Score -993366.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -993414.125000 Penalty: 4344.639648
	Iteration 9Q: 3 clusters Score -993414.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -993443.500000 Penalty: 4344.639648
	Iteration 10Q: 3 clusters Score -993443.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -993475.125000 Penalty: 4344.639648
	Iteration 11Q: 3 clusters Score -993475.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -993500.312500 Penalty: 4344.639648
	Iteration 12Q: 3 clusters Score -993500.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -993520.750000 Penalty: 4344.639648
	Iteration 13Q: 3 clusters Score -993520.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -993547.812500 Penalty: 4344.639648
	Iteration 14Q: 3 clusters Score -993547.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -993572.687500 Penalty: 4344.639648
	Iteration 15Q: 3 clusters Score -993572.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -993604.250000 Penalty: 4344.639648
	Iteration 16Q: 3 clusters Score -993604.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -993645.125000 Penalty: 4344.639648
	Iteration 17Q: 3 clusters Score -993645.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -993694.062500 Penalty: 4344.639648
	Iteration 18Q: 3 clusters Score -993694.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -993758.437500 Penalty: 4344.639648
	Iteration 19Q: 3 clusters Score -993758.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -993837.125000 Penalty: 4344.639648
	Iteration 20F: 3 clusters Score -993837.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -993947.500000 Penalty: 4344.639648
	Iteration 21Q: 3 clusters Score -993947.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -994113.375000 Penalty: 4344.639648
	Iteration 22Q: 3 clusters Score -994113.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -994310.687500 Penalty: 4344.639648
	Iteration 23Q: 3 clusters Score -994310.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -994479.000000 Penalty: 4344.639648
	Iteration 24Q: 3 clusters Score -994479 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -994568.687500 Penalty: 4344.639648
	Iteration 25Q: 3 clusters Score -994568.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -994608.187500 Penalty: 4344.639648
	Iteration 26Q: 3 clusters Score -994608.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -994624.250000 Penalty: 4344.639648
	Iteration 27Q: 3 clusters Score -994624.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -994631.250000 Penalty: 4344.639648
	Iteration 28Q: 3 clusters Score -994631.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -994638.312500 Penalty: 4344.639648
	Iteration 29Q: 3 clusters Score -994638.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -994643.937500 Penalty: 4344.639648
	Iteration 30Q: 3 clusters Score -994643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -994644.750000 Penalty: 4344.639648
	Iteration 31Q: 3 clusters Score -994644.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -994646.500000 Penalty: 4344.639648
	Iteration 32Q: 3 clusters Score -994646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -994648.375000 Penalty: 4344.639648
	Iteration 33Q: 3 clusters Score -994648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -994647.562500 Penalty: 4344.639648
	Iteration 34Q: 3 clusters Score -994647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -994649.562500 Penalty: 4344.639648
	Iteration 35Q: 3 clusters Score -994649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -994648.625000 Penalty: 4344.639648
	Iteration 36Q: 3 clusters Score -994648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -994647.875000 Penalty: 4344.639648
	Iteration 37Q: 3 clusters Score -994647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -994649.562500 Penalty: 4344.639648
	Iteration 38Q: 3 clusters Score -994649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -994649.562500 Penalty: 4344.639648
	Iteration 39F: 3 clusters Score -994649.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Entering Unmasked Estep 
Score: -897719.000000 Penalty: 2156.651611
	Iteration 0F: 2 clusters Score -897719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -892577.250000 Penalty: 4313.303223
	Iteration 0F: 3 clusters Score -892577.2 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -893911.250000 Penalty: 4313.303223
	Iteration 1F: 3 clusters Score -893911.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -894312.375000 Penalty: 4313.303223
	Iteration 2F: 3 clusters Score -894312.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -894704.437500 Penalty: 4313.303223
	Iteration 3F: 3 clusters Score -894704.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -895149.875000 Penalty: 4313.303223
	Iteration 4F: 3 clusters Score -895149.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -895695.875000 Penalty: 4313.303223
	Iteration 5F: 3 clusters Score -895695.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -896547.687500 Penalty: 4313.303223
	Iteration 6F: 3 clusters Score -896547.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -897177.687500 Penalty: 4313.303223
	Iteration 7F: 3 clusters Score -897177.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -897527.750000 Penalty: 4313.303223
	Iteration 8F: 3 clusters Score -897527.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -897747.312500 Penalty: 4313.303223
	Iteration 9Q: 3 clusters Score -897747.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -897901.125000 Penalty: 4313.303223
	Iteration 10Q: 3 clusters Score -897901.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -898028.125000 Penalty: 4313.303223
	Iteration 11Q: 3 clusters Score -898028.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -898129.625000 Penalty: 4313.303223
	Iteration 12Q: 3 clusters Score -898129.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -898201.437500 Penalty: 4313.303223
	Iteration 13Q: 3 clusters Score -898201.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -898254.312500 Penalty: 4313.303223
	Iteration 14Q: 3 clusters Score -898254.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -898299.812500 Penalty: 4313.303223
	Iteration 15Q: 3 clusters Score -898299.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -898330.750000 Penalty: 4313.303223
	Iteration 16Q: 3 clusters Score -898330.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -898356.250000 Penalty: 4313.303223
	Iteration 17Q: 3 clusters Score -898356.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -898377.312500 Penalty: 4313.303223
	Iteration 18Q: 3 clusters Score -898377.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -898387.375000 Penalty: 4313.303223
	Iteration 19Q: 3 clusters Score -898387.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -898394.812500 Penalty: 4313.303223
	Iteration 20F: 3 clusters Score -898394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -898402.312500 Penalty: 4313.303223
	Iteration 21Q: 3 clusters Score -898402.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -898410.812500 Penalty: 4313.303223
	Iteration 22Q: 3 clusters Score -898410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -898424.125000 Penalty: 4313.303223
	Iteration 23Q: 3 clusters Score -898424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -898427.750000 Penalty: 4313.303223
	Iteration 24Q: 3 clusters Score -898427.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -898432.687500 Penalty: 4313.303223
	Iteration 25Q: 3 clusters Score -898432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -898432.500000 Penalty: 4313.303223
	Iteration 26Q: 3 clusters Score -898432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -898436.875000 Penalty: 4313.303223
	Iteration 27Q: 3 clusters Score -898436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -898439.562500 Penalty: 4313.303223
	Iteration 28Q: 3 clusters Score -898439.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -898442.375000 Penalty: 4313.303223
	Iteration 29Q: 3 clusters Score -898442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -898444.875000 Penalty: 4313.303223
	Iteration 30Q: 3 clusters Score -898444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -898446.187500 Penalty: 4313.303223
	Iteration 31Q: 3 clusters Score -898446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -898447.250000 Penalty: 4313.303223
	Iteration 32Q: 3 clusters Score -898447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -898448.187500 Penalty: 4313.303223
	Iteration 33Q: 3 clusters Score -898448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -898448.187500 Penalty: 4313.303223
	Iteration 34F: 3 clusters Score -898448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 5163 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 1423 members 
Mstep: Class 54 contains 2671 members 
Mstep: Class 55 contains 4411 members 
Mstep: Class 56 contains 7487 members 
Mstep: Class 57 contains 2625 members 
Mstep: Class 58 contains 5175 members 
Mstep: Class 59 contains 5299 members 
Mstep: Class 60 contains 7002 members 
Mstep: Class 61 contains 290 members 
Mstep: Class 62 contains 326 members 
Mstep: Class 63 contains 4557 members 
Entering Unmasked Estep 
Score: -151858368.000000 Penalty: 215840.703125
Splitting cluster 53 changes total score from -151855296.000000 to -151858368.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 54 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -418490.406250 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -418490.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -415487.031250 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -415487 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -416045.343750 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -416045.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -416168.406250 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -416168.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -416233.531250 Penalty: 3913.543213
	Iteration 3Q: 3 clusters Score -416233.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -416283.906250 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -416283.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -416312.531250 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -416312.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -416339.031250 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -416339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -416360.562500 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -416360.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -416375.156250 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -416375.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -416386.375000 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -416386.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -416401.093750 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -416401.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -416421.562500 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -416421.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -416435.718750 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -416435.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -416446.468750 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -416446.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -416458.812500 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -416458.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -416466.093750 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -416466.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -416473.187500 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -416473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -416476.687500 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -416476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -416478.718750 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -416478.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -416486.406250 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -416486.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -416494.562500 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -416494.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -416502.937500 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -416502.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -416511.156250 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -416511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -416523.343750 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -416523.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -416534.500000 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -416534.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -416544.593750 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -416544.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -416550.343750 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -416550.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -416554.531250 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -416554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -416557.281250 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -416557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -416561.187500 Penalty: 3913.543213
	Iteration 29Q: 3 clusters Score -416561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -416567.031250 Penalty: 3913.543213
	Iteration 30Q: 3 clusters Score -416567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -416570.968750 Penalty: 3913.543213
	Iteration 31Q: 3 clusters Score -416571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -416573.031250 Penalty: 3913.543213
	Iteration 32Q: 3 clusters Score -416573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -416575.750000 Penalty: 3913.543213
	Iteration 33Q: 3 clusters Score -416575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -416579.375000 Penalty: 3913.543213
	Iteration 34Q: 3 clusters Score -416579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -416583.750000 Penalty: 3913.543213
	Iteration 35Q: 3 clusters Score -416583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -416590.062500 Penalty: 3913.543213
	Iteration 36Q: 3 clusters Score -416590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -416595.687500 Penalty: 3913.543213
	Iteration 37Q: 3 clusters Score -416595.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -416600.093750 Penalty: 3913.543213
	Iteration 38Q: 3 clusters Score -416600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -416602.093750 Penalty: 3913.543213
	Iteration 39Q: 3 clusters Score -416602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -416603.718750 Penalty: 3913.543213
	Iteration 40F: 3 clusters Score -416603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -416607.281250 Penalty: 3913.543213
	Iteration 41Q: 3 clusters Score -416607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -416610.218750 Penalty: 3913.543213
	Iteration 42Q: 3 clusters Score -416610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -416611.031250 Penalty: 3913.543213
	Iteration 43Q: 3 clusters Score -416611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -416612.437500 Penalty: 3913.543213
	Iteration 44Q: 3 clusters Score -416612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -416612.843750 Penalty: 3913.543213
	Iteration 45Q: 3 clusters Score -416612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -416613.531250 Penalty: 3913.543213
	Iteration 46Q: 3 clusters Score -416613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -416614.656250 Penalty: 3913.543213
	Iteration 47Q: 3 clusters Score -416614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -416616.531250 Penalty: 3913.543213
	Iteration 48Q: 3 clusters Score -416616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -416616.812500 Penalty: 3913.543213
	Iteration 49Q: 3 clusters Score -416616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -416618.968750 Penalty: 3913.543213
	Iteration 50Q: 3 clusters Score -416619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -416621.781250 Penalty: 3913.543213
	Iteration 51Q: 3 clusters Score -416621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -416621.937500 Penalty: 3913.543213
	Iteration 52Q: 3 clusters Score -416621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -416622.468750 Penalty: 3913.543213
	Iteration 53Q: 3 clusters Score -416622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -416623.312500 Penalty: 3913.543213
	Iteration 54Q: 3 clusters Score -416623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -416623.312500 Penalty: 3913.543213
	Iteration 55F: 3 clusters Score -416623.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9039 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 6472 members 
Mstep: Class 5 contains 80207 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 40811 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 105021 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2175 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 5228 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 4708 members 
Mstep: Class 19 contains 78964 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 88772 members 
Mstep: Class 25 contains 8094 members 
Mstep: Class 26 contains 13074 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 56014 members 
Mstep: Class 34 contains 24204 members 
Mstep: Class 35 contains 12808 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 45419 members 
Mstep: Class 38 contains 9773 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 5163 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 16948 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21424 members 
Mstep: Class 48 contains 1454 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 3132 members 
Mstep: Class 52 contains 6370 members 
Mstep: Class 53 contains 1423 members 
Mstep: Class 54 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151863072.000000 Penalty: 215840.703125
Iteration 119Q: 64 clusters Score -1.518631e+08 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 9063 members 
Mstep: Class 3 contains 492 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 80183 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 40798 members 
Mstep: Class 9 contains 20884 members 
Mstep: Class 10 contains 105030 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 554 members 
Mstep: Class 17 contains 13702 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 19 contains 79004 members 
Mstep: Class 20 contains 8381 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 9002 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 88786 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 13083 members 
Mstep: Class 27 contains 2664 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 56045 members 
Mstep: Class 34 contains 24386 members 
Mstep: Class 35 contains 12640 members 
Mstep: Class 36 contains 5979 members 
Mstep: Class 37 contains 45266 members 
Mstep: Class 38 contains 9839 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7658 members 
Mstep: Class 41 contains 1524 members 
Mstep: Class 42 contains 5218 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 17135 members 
Mstep: Class 45 contains 44110 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21447 members 
Mstep: Class 48 contains 1462 members 
Mstep: Class 49 contains 45440 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 3165 members 
Mstep: Class 52 contains 6390 members 
Mstep: Class 53 contains 1610 members 
Mstep: Class 54 contains 2674 members 
Mstep: Class 55 contains 4171 members 
Mstep: Class 56 contains 7328 members 
Mstep: Class 57 contains 2617 members 
Mstep: Class 58 contains 5037 members 
Mstep: Class 59 contains 5097 members 
Mstep: Class 60 contains 6401 members 
Mstep: Class 61 contains 289 members 
Mstep: Class 62 contains 326 members 
Mstep: Class 63 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151868064.000000 Penalty: 215840.703125
Iteration 120F: 64 clusters Score -1.518681e+08 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 8995 members 
Mstep: Class 3 contains 489 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 5 contains 80128 members 
Mstep: Class 6 contains 11303 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 8 contains 40752 members 
Mstep: Class 9 contains 20710 members 
Mstep: Class 10 contains 105011 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 15 contains 5142 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 13697 members 
Mstep: Class 18 contains 4718 members 
Mstep: Class 19 contains 78921 members 
Mstep: Class 20 contains 8726 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8683 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 88764 members 
Mstep: Class 25 contains 8023 members 
Mstep: Class 26 contains 13095 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 7749 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6233 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 56018 members 
Mstep: Class 34 contains 24203 members 
Mstep: Class 35 contains 12484 members 
Mstep: Class 36 contains 5975 members 
Mstep: Class 37 contains 45126 members 
Mstep: Class 38 contains 9738 members 
Mstep: Class 39 contains 1958 members 
Mstep: Class 40 contains 7621 members 
Mstep: Class 41 contains 1509 members 
Mstep: Class 42 contains 5222 members 
Mstep: Class 43 contains 313 members 
Mstep: Class 44 contains 17009 members 
Mstep: Class 45 contains 44050 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21299 members 
Mstep: Class 48 contains 1483 members 
Mstep: Class 49 contains 45421 members 
Mstep: Class 50 contains 3824 members 
Mstep: Class 51 contains 3112 members 
Mstep: Class 52 contains 6399 members 
Mstep: Class 53 contains 1722 members 
Mstep: Class 54 contains 2675 members 
Mstep: Class 55 contains 4367 members 
Mstep: Class 56 contains 7681 members 
Mstep: Class 57 contains 2859 members 
Mstep: Class 58 contains 5207 members 
Mstep: Class 59 contains 5353 members 
Mstep: Class 60 contains 6538 members 
Mstep: Class 61 contains 301 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151869312.000000 Penalty: 215840.703125
Iteration 121Q: 64 clusters Score -1.518693e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 8959 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 6736 members 
Mstep: Class 5 contains 80055 members 
Mstep: Class 6 contains 11334 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 20570 members 
Mstep: Class 10 contains 104988 members 
Mstep: Class 11 contains 7479 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 2477 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 533 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4725 members 
Mstep: Class 19 contains 78876 members 
Mstep: Class 20 contains 9041 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8511 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 88744 members 
Mstep: Class 25 contains 7959 members 
Mstep: Class 26 contains 13098 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 7700 members 
Mstep: Class 29 contains 3313 members 
Mstep: Class 30 contains 6229 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1700 members 
Mstep: Class 33 contains 56056 members 
Mstep: Class 34 contains 24087 members 
Mstep: Class 35 contains 12354 members 
Mstep: Class 36 contains 5968 members 
Mstep: Class 37 contains 44979 members 
Mstep: Class 38 contains 9719 members 
Mstep: Class 39 contains 1953 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 1488 members 
Mstep: Class 42 contains 5218 members 
Mstep: Class 43 contains 314 members 
Mstep: Class 44 contains 16942 members 
Mstep: Class 45 contains 44036 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21165 members 
Mstep: Class 48 contains 1515 members 
Mstep: Class 49 contains 45415 members 
Mstep: Class 50 contains 3824 members 
Mstep: Class 51 contains 3061 members 
Mstep: Class 52 contains 6400 members 
Mstep: Class 53 contains 1844 members 
Mstep: Class 54 contains 2678 members 
Mstep: Class 55 contains 4487 members 
Mstep: Class 56 contains 7879 members 
Mstep: Class 57 contains 2994 members 
Mstep: Class 58 contains 5277 members 
Mstep: Class 59 contains 5522 members 
Mstep: Class 60 contains 6560 members 
Mstep: Class 61 contains 310 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151870944.000000 Penalty: 215840.703125
Iteration 122Q: 64 clusters Score -1.518709e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 8922 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 80017 members 
Mstep: Class 6 contains 11382 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 40668 members 
Mstep: Class 9 contains 20455 members 
Mstep: Class 10 contains 104956 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 13688 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 78843 members 
Mstep: Class 20 contains 9295 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 88746 members 
Mstep: Class 25 contains 7922 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 2713 members 
Mstep: Class 28 contains 7665 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 6230 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1730 members 
Mstep: Class 33 contains 56089 members 
Mstep: Class 34 contains 23985 members 
Mstep: Class 35 contains 12241 members 
Mstep: Class 36 contains 5963 members 
Mstep: Class 37 contains 44856 members 
Mstep: Class 38 contains 9690 members 
Mstep: Class 39 contains 1955 members 
Mstep: Class 40 contains 7636 members 
Mstep: Class 41 contains 1472 members 
Mstep: Class 42 contains 5221 members 
Mstep: Class 43 contains 315 members 
Mstep: Class 44 contains 16881 members 
Mstep: Class 45 contains 43998 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 21061 members 
Mstep: Class 48 contains 1566 members 
Mstep: Class 49 contains 45411 members 
Mstep: Class 50 contains 3824 members 
Mstep: Class 51 contains 3021 members 
Mstep: Class 52 contains 6398 members 
Mstep: Class 53 contains 1922 members 
Mstep: Class 54 contains 2690 members 
Mstep: Class 55 contains 4570 members 
Mstep: Class 56 contains 8028 members 
Mstep: Class 57 contains 3126 members 
Mstep: Class 58 contains 5311 members 
Mstep: Class 59 contains 5650 members 
Mstep: Class 60 contains 6535 members 
Mstep: Class 61 contains 315 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151871616.000000 Penalty: 215840.703125
Iteration 123Q: 64 clusters Score -1.518716e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 8888 members 
Mstep: Class 3 contains 488 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 79964 members 
Mstep: Class 6 contains 11448 members 
Mstep: Class 7 contains 2953 members 
Mstep: Class 8 contains 40641 members 
Mstep: Class 9 contains 20336 members 
Mstep: Class 10 contains 104946 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 13701 members 
Mstep: Class 18 contains 4734 members 
Mstep: Class 19 contains 78806 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 2106 members 
Mstep: Class 24 contains 88742 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 13134 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 7643 members 
Mstep: Class 29 contains 3326 members 
Mstep: Class 30 contains 6230 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1756 members 
Mstep: Class 33 contains 56134 members 
Mstep: Class 34 contains 23889 members 
Mstep: Class 35 contains 12133 members 
Mstep: Class 36 contains 5957 members 
Mstep: Class 37 contains 44750 members 
Mstep: Class 38 contains 9696 members 
Mstep: Class 39 contains 1956 members 
Mstep: Class 40 contains 7648 members 
Mstep: Class 41 contains 1462 members 
Mstep: Class 42 contains 5209 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16814 members 
Mstep: Class 45 contains 43955 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20964 members 
Mstep: Class 48 contains 1614 members 
Mstep: Class 49 contains 45393 members 
Mstep: Class 50 contains 3824 members 
Mstep: Class 51 contains 2984 members 
Mstep: Class 52 contains 6390 members 
Mstep: Class 53 contains 1996 members 
Mstep: Class 54 contains 2700 members 
Mstep: Class 55 contains 4628 members 
Mstep: Class 56 contains 8124 members 
Mstep: Class 57 contains 3229 members 
Mstep: Class 58 contains 5338 members 
Mstep: Class 59 contains 5744 members 
Mstep: Class 60 contains 6490 members 
Mstep: Class 61 contains 321 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151872560.000000 Penalty: 215840.703125
Iteration 124Q: 64 clusters Score -1.518726e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 8853 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 7022 members 
Mstep: Class 5 contains 79913 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 2953 members 
Mstep: Class 8 contains 40625 members 
Mstep: Class 9 contains 20214 members 
Mstep: Class 10 contains 104924 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 14 contains 4347 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13698 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 19 contains 78788 members 
Mstep: Class 20 contains 9809 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8276 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 88739 members 
Mstep: Class 25 contains 7849 members 
Mstep: Class 26 contains 13152 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 7626 members 
Mstep: Class 29 contains 3328 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1768 members 
Mstep: Class 33 contains 56202 members 
Mstep: Class 34 contains 23803 members 
Mstep: Class 35 contains 12035 members 
Mstep: Class 36 contains 5954 members 
Mstep: Class 37 contains 44639 members 
Mstep: Class 38 contains 9681 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 1450 members 
Mstep: Class 42 contains 5209 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16776 members 
Mstep: Class 45 contains 43903 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20885 members 
Mstep: Class 48 contains 1658 members 
Mstep: Class 49 contains 45387 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 2956 members 
Mstep: Class 52 contains 6374 members 
Mstep: Class 53 contains 2059 members 
Mstep: Class 54 contains 2713 members 
Mstep: Class 55 contains 4678 members 
Mstep: Class 56 contains 8180 members 
Mstep: Class 57 contains 3307 members 
Mstep: Class 58 contains 5360 members 
Mstep: Class 59 contains 5813 members 
Mstep: Class 60 contains 6446 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151873280.000000 Penalty: 215840.703125
Iteration 125Q: 64 clusters Score -1.518733e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 8822 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 7092 members 
Mstep: Class 5 contains 79868 members 
Mstep: Class 6 contains 11557 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 40608 members 
Mstep: Class 9 contains 20072 members 
Mstep: Class 10 contains 104909 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 4344 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 19 contains 78764 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 88732 members 
Mstep: Class 25 contains 7807 members 
Mstep: Class 26 contains 13162 members 
Mstep: Class 27 contains 2727 members 
Mstep: Class 28 contains 7610 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 6243 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1783 members 
Mstep: Class 33 contains 56290 members 
Mstep: Class 34 contains 23752 members 
Mstep: Class 35 contains 11917 members 
Mstep: Class 36 contains 5958 members 
Mstep: Class 37 contains 44513 members 
Mstep: Class 38 contains 9656 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 7695 members 
Mstep: Class 41 contains 1446 members 
Mstep: Class 42 contains 5210 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16737 members 
Mstep: Class 45 contains 43870 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20811 members 
Mstep: Class 48 contains 1699 members 
Mstep: Class 49 contains 45377 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 2941 members 
Mstep: Class 52 contains 6362 members 
Mstep: Class 53 contains 2123 members 
Mstep: Class 54 contains 2722 members 
Mstep: Class 55 contains 4729 members 
Mstep: Class 56 contains 8228 members 
Mstep: Class 57 contains 3371 members 
Mstep: Class 58 contains 5379 members 
Mstep: Class 59 contains 5862 members 
Mstep: Class 60 contains 6394 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151873472.000000 Penalty: 215840.703125
Iteration 126Q: 64 clusters Score -1.518735e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 8786 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 7170 members 
Mstep: Class 5 contains 79836 members 
Mstep: Class 6 contains 11607 members 
Mstep: Class 7 contains 2936 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 19933 members 
Mstep: Class 10 contains 104891 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 4983 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 19 contains 78751 members 
Mstep: Class 20 contains 10341 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 88725 members 
Mstep: Class 25 contains 7790 members 
Mstep: Class 26 contains 13177 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7605 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1815 members 
Mstep: Class 33 contains 56300 members 
Mstep: Class 34 contains 23707 members 
Mstep: Class 35 contains 11816 members 
Mstep: Class 36 contains 5960 members 
Mstep: Class 37 contains 44407 members 
Mstep: Class 38 contains 9638 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7710 members 
Mstep: Class 41 contains 1446 members 
Mstep: Class 42 contains 5224 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16721 members 
Mstep: Class 45 contains 43810 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20752 members 
Mstep: Class 48 contains 1731 members 
Mstep: Class 49 contains 45368 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 2927 members 
Mstep: Class 52 contains 6354 members 
Mstep: Class 53 contains 2163 members 
Mstep: Class 54 contains 2729 members 
Mstep: Class 55 contains 4781 members 
Mstep: Class 56 contains 8265 members 
Mstep: Class 57 contains 3433 members 
Mstep: Class 58 contains 5387 members 
Mstep: Class 59 contains 5887 members 
Mstep: Class 60 contains 6361 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151873808.000000 Penalty: 215840.703125
Iteration 127Q: 64 clusters Score -1.518738e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 8758 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 79817 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 40589 members 
Mstep: Class 9 contains 19808 members 
Mstep: Class 10 contains 104867 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 11530 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 4961 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 4745 members 
Mstep: Class 19 contains 78743 members 
Mstep: Class 20 contains 10599 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8270 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 88710 members 
Mstep: Class 25 contains 7771 members 
Mstep: Class 26 contains 13177 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7607 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1854 members 
Mstep: Class 33 contains 56281 members 
Mstep: Class 34 contains 23678 members 
Mstep: Class 35 contains 11723 members 
Mstep: Class 36 contains 5971 members 
Mstep: Class 37 contains 44297 members 
Mstep: Class 38 contains 9625 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 7721 members 
Mstep: Class 41 contains 1445 members 
Mstep: Class 42 contains 5235 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16689 members 
Mstep: Class 45 contains 43742 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20693 members 
Mstep: Class 48 contains 1760 members 
Mstep: Class 49 contains 45370 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 2919 members 
Mstep: Class 52 contains 6351 members 
Mstep: Class 53 contains 2195 members 
Mstep: Class 54 contains 2735 members 
Mstep: Class 55 contains 4841 members 
Mstep: Class 56 contains 8288 members 
Mstep: Class 57 contains 3498 members 
Mstep: Class 58 contains 5391 members 
Mstep: Class 59 contains 5896 members 
Mstep: Class 60 contains 6356 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151873728.000000 Penalty: 215840.703125
Iteration 128Q: 64 clusters Score -1.518737e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 8728 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 79803 members 
Mstep: Class 6 contains 11712 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 40588 members 
Mstep: Class 9 contains 19689 members 
Mstep: Class 10 contains 104850 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13719 members 
Mstep: Class 18 contains 4757 members 
Mstep: Class 19 contains 78731 members 
Mstep: Class 20 contains 10829 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8260 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 88700 members 
Mstep: Class 25 contains 7744 members 
Mstep: Class 26 contains 13187 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7605 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 6243 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1895 members 
Mstep: Class 33 contains 56270 members 
Mstep: Class 34 contains 23653 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 5972 members 
Mstep: Class 37 contains 44196 members 
Mstep: Class 38 contains 9608 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7741 members 
Mstep: Class 41 contains 1445 members 
Mstep: Class 42 contains 5261 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16683 members 
Mstep: Class 45 contains 43681 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20621 members 
Mstep: Class 48 contains 1788 members 
Mstep: Class 49 contains 45373 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 2910 members 
Mstep: Class 52 contains 6347 members 
Mstep: Class 53 contains 2224 members 
Mstep: Class 54 contains 2740 members 
Mstep: Class 55 contains 4885 members 
Mstep: Class 56 contains 8305 members 
Mstep: Class 57 contains 3563 members 
Mstep: Class 58 contains 5399 members 
Mstep: Class 59 contains 5907 members 
Mstep: Class 60 contains 6349 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874160.000000 Penalty: 215840.703125
Iteration 129Q: 64 clusters Score -1.518742e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 79778 members 
Mstep: Class 6 contains 11776 members 
Mstep: Class 7 contains 2915 members 
Mstep: Class 8 contains 40575 members 
Mstep: Class 9 contains 19589 members 
Mstep: Class 10 contains 104837 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4766 members 
Mstep: Class 19 contains 78725 members 
Mstep: Class 20 contains 11017 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8260 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 88688 members 
Mstep: Class 25 contains 7724 members 
Mstep: Class 26 contains 13192 members 
Mstep: Class 27 contains 2726 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 6233 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 1955 members 
Mstep: Class 33 contains 56287 members 
Mstep: Class 34 contains 23627 members 
Mstep: Class 35 contains 11588 members 
Mstep: Class 36 contains 5980 members 
Mstep: Class 37 contains 44127 members 
Mstep: Class 38 contains 9601 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 7751 members 
Mstep: Class 41 contains 1444 members 
Mstep: Class 42 contains 5285 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16678 members 
Mstep: Class 45 contains 43627 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20543 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 45380 members 
Mstep: Class 50 contains 3825 members 
Mstep: Class 51 contains 2904 members 
Mstep: Class 52 contains 6344 members 
Mstep: Class 53 contains 2252 members 
Mstep: Class 54 contains 2744 members 
Mstep: Class 55 contains 4919 members 
Mstep: Class 56 contains 8323 members 
Mstep: Class 57 contains 3616 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 5918 members 
Mstep: Class 60 contains 6345 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874336.000000 Penalty: 215840.703125
Iteration 130Q: 64 clusters Score -1.518743e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 8672 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 79759 members 
Mstep: Class 6 contains 11848 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 40579 members 
Mstep: Class 9 contains 19487 members 
Mstep: Class 10 contains 104838 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 4925 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 78722 members 
Mstep: Class 20 contains 11198 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8254 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 88683 members 
Mstep: Class 25 contains 7702 members 
Mstep: Class 26 contains 13192 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 7601 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 56306 members 
Mstep: Class 34 contains 23603 members 
Mstep: Class 35 contains 11528 members 
Mstep: Class 36 contains 5985 members 
Mstep: Class 37 contains 44077 members 
Mstep: Class 38 contains 9593 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7760 members 
Mstep: Class 41 contains 1442 members 
Mstep: Class 42 contains 5293 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16683 members 
Mstep: Class 45 contains 43552 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20460 members 
Mstep: Class 48 contains 1851 members 
Mstep: Class 49 contains 45392 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 6339 members 
Mstep: Class 53 contains 2278 members 
Mstep: Class 54 contains 2753 members 
Mstep: Class 55 contains 4947 members 
Mstep: Class 56 contains 8339 members 
Mstep: Class 57 contains 3657 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 5932 members 
Mstep: Class 60 contains 6342 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874752.000000 Penalty: 215840.703125
Iteration 131Q: 64 clusters Score -1.518748e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7399 members 
Mstep: Class 5 contains 79739 members 
Mstep: Class 6 contains 11912 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 40586 members 
Mstep: Class 9 contains 19377 members 
Mstep: Class 10 contains 104833 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 4919 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13603 members 
Mstep: Class 18 contains 4780 members 
Mstep: Class 19 contains 78714 members 
Mstep: Class 20 contains 11364 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8249 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88683 members 
Mstep: Class 25 contains 7675 members 
Mstep: Class 26 contains 13189 members 
Mstep: Class 27 contains 2723 members 
Mstep: Class 28 contains 7599 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 56304 members 
Mstep: Class 34 contains 23576 members 
Mstep: Class 35 contains 11480 members 
Mstep: Class 36 contains 5991 members 
Mstep: Class 37 contains 44040 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 7762 members 
Mstep: Class 41 contains 1441 members 
Mstep: Class 42 contains 5310 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16686 members 
Mstep: Class 45 contains 43489 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20395 members 
Mstep: Class 48 contains 1887 members 
Mstep: Class 49 contains 45386 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2899 members 
Mstep: Class 52 contains 6333 members 
Mstep: Class 53 contains 2299 members 
Mstep: Class 54 contains 2764 members 
Mstep: Class 55 contains 4972 members 
Mstep: Class 56 contains 8355 members 
Mstep: Class 57 contains 3703 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 5944 members 
Mstep: Class 60 contains 6340 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874576.000000 Penalty: 215840.703125
Iteration 132Q: 64 clusters Score -1.518746e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7421 members 
Mstep: Class 5 contains 79732 members 
Mstep: Class 6 contains 11970 members 
Mstep: Class 7 contains 2913 members 
Mstep: Class 8 contains 40593 members 
Mstep: Class 9 contains 19284 members 
Mstep: Class 10 contains 104821 members 
Mstep: Class 11 contains 7466 members 
Mstep: Class 12 contains 11524 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 4915 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13574 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 78711 members 
Mstep: Class 20 contains 11514 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8250 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88682 members 
Mstep: Class 25 contains 7649 members 
Mstep: Class 26 contains 13194 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 7599 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 6211 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2071 members 
Mstep: Class 33 contains 56288 members 
Mstep: Class 34 contains 23558 members 
Mstep: Class 35 contains 11425 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 43990 members 
Mstep: Class 38 contains 9585 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 7764 members 
Mstep: Class 41 contains 1439 members 
Mstep: Class 42 contains 5325 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16691 members 
Mstep: Class 45 contains 43438 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20347 members 
Mstep: Class 48 contains 1909 members 
Mstep: Class 49 contains 45381 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2893 members 
Mstep: Class 52 contains 6326 members 
Mstep: Class 53 contains 2322 members 
Mstep: Class 54 contains 2770 members 
Mstep: Class 55 contains 5001 members 
Mstep: Class 56 contains 8366 members 
Mstep: Class 57 contains 3750 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 5947 members 
Mstep: Class 60 contains 6338 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874592.000000 Penalty: 215840.703125
Iteration 133Q: 64 clusters Score -1.518746e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7436 members 
Mstep: Class 5 contains 79720 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 40591 members 
Mstep: Class 9 contains 19218 members 
Mstep: Class 10 contains 104810 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13563 members 
Mstep: Class 18 contains 4803 members 
Mstep: Class 19 contains 78706 members 
Mstep: Class 20 contains 11628 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8250 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88686 members 
Mstep: Class 25 contains 7633 members 
Mstep: Class 26 contains 13196 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 6201 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2098 members 
Mstep: Class 33 contains 56297 members 
Mstep: Class 34 contains 23549 members 
Mstep: Class 35 contains 11367 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 43935 members 
Mstep: Class 38 contains 9578 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7771 members 
Mstep: Class 41 contains 1439 members 
Mstep: Class 42 contains 5338 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16689 members 
Mstep: Class 45 contains 43400 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20303 members 
Mstep: Class 48 contains 1922 members 
Mstep: Class 49 contains 45386 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2890 members 
Mstep: Class 52 contains 6318 members 
Mstep: Class 53 contains 2343 members 
Mstep: Class 54 contains 2777 members 
Mstep: Class 55 contains 5026 members 
Mstep: Class 56 contains 8374 members 
Mstep: Class 57 contains 3785 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 5953 members 
Mstep: Class 60 contains 6339 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874624.000000 Penalty: 215840.703125
Iteration 134Q: 64 clusters Score -1.518746e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 8602 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7436 members 
Mstep: Class 5 contains 79710 members 
Mstep: Class 6 contains 12063 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 40586 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 10 contains 104801 members 
Mstep: Class 11 contains 7460 members 
Mstep: Class 12 contains 11528 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 4390 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13557 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 78709 members 
Mstep: Class 20 contains 11738 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8242 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 88690 members 
Mstep: Class 25 contains 7625 members 
Mstep: Class 26 contains 13198 members 
Mstep: Class 27 contains 2717 members 
Mstep: Class 28 contains 7599 members 
Mstep: Class 29 contains 3333 members 
Mstep: Class 30 contains 6205 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2119 members 
Mstep: Class 33 contains 56299 members 
Mstep: Class 34 contains 23543 members 
Mstep: Class 35 contains 11315 members 
Mstep: Class 36 contains 6001 members 
Mstep: Class 37 contains 43895 members 
Mstep: Class 38 contains 9572 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7765 members 
Mstep: Class 41 contains 1440 members 
Mstep: Class 42 contains 5344 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16681 members 
Mstep: Class 45 contains 43384 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20277 members 
Mstep: Class 48 contains 1933 members 
Mstep: Class 49 contains 45386 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 2885 members 
Mstep: Class 52 contains 6308 members 
Mstep: Class 53 contains 2364 members 
Mstep: Class 54 contains 2781 members 
Mstep: Class 55 contains 5037 members 
Mstep: Class 56 contains 8385 members 
Mstep: Class 57 contains 3818 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5962 members 
Mstep: Class 60 contains 6341 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875088.000000 Penalty: 215840.703125
Iteration 135Q: 64 clusters Score -1.518751e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 8570 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 79697 members 
Mstep: Class 6 contains 12107 members 
Mstep: Class 7 contains 2917 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 19065 members 
Mstep: Class 10 contains 104792 members 
Mstep: Class 11 contains 7457 members 
Mstep: Class 12 contains 11524 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 4406 members 
Mstep: Class 15 contains 4910 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13576 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 78707 members 
Mstep: Class 20 contains 11851 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8245 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 88700 members 
Mstep: Class 25 contains 7614 members 
Mstep: Class 26 contains 13196 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 7601 members 
Mstep: Class 29 contains 3329 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 56324 members 
Mstep: Class 34 contains 23539 members 
Mstep: Class 35 contains 11280 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 43854 members 
Mstep: Class 38 contains 9568 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7765 members 
Mstep: Class 41 contains 1440 members 
Mstep: Class 42 contains 5353 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16675 members 
Mstep: Class 45 contains 43362 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20246 members 
Mstep: Class 48 contains 1949 members 
Mstep: Class 49 contains 45389 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 6298 members 
Mstep: Class 53 contains 2383 members 
Mstep: Class 54 contains 2786 members 
Mstep: Class 55 contains 5052 members 
Mstep: Class 56 contains 8390 members 
Mstep: Class 57 contains 3840 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 5973 members 
Mstep: Class 60 contains 6345 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875024.000000 Penalty: 215840.703125
Iteration 136Q: 64 clusters Score -1.51875e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 8546 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7446 members 
Mstep: Class 5 contains 79695 members 
Mstep: Class 6 contains 12147 members 
Mstep: Class 7 contains 2921 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 18992 members 
Mstep: Class 10 contains 104784 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 4906 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13583 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 78706 members 
Mstep: Class 20 contains 11968 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8253 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88708 members 
Mstep: Class 25 contains 7598 members 
Mstep: Class 26 contains 13199 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 3322 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2142 members 
Mstep: Class 33 contains 56345 members 
Mstep: Class 34 contains 23534 members 
Mstep: Class 35 contains 11240 members 
Mstep: Class 36 contains 6009 members 
Mstep: Class 37 contains 43788 members 
Mstep: Class 38 contains 9558 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7772 members 
Mstep: Class 41 contains 1440 members 
Mstep: Class 42 contains 5361 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16661 members 
Mstep: Class 45 contains 43348 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20211 members 
Mstep: Class 48 contains 1959 members 
Mstep: Class 49 contains 45398 members 
Mstep: Class 50 contains 3826 members 
Mstep: Class 51 contains 2873 members 
Mstep: Class 52 contains 6288 members 
Mstep: Class 53 contains 2394 members 
Mstep: Class 54 contains 2791 members 
Mstep: Class 55 contains 5082 members 
Mstep: Class 56 contains 8393 members 
Mstep: Class 57 contains 3865 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 5977 members 
Mstep: Class 60 contains 6346 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875424.000000 Penalty: 215840.703125
Iteration 137Q: 64 clusters Score -1.518754e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 8528 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 79685 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 40552 members 
Mstep: Class 9 contains 18926 members 
Mstep: Class 10 contains 104778 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 4898 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 4831 members 
Mstep: Class 19 contains 78702 members 
Mstep: Class 20 contains 12076 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8256 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88713 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 13201 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 3323 members 
Mstep: Class 30 contains 6201 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2147 members 
Mstep: Class 33 contains 56365 members 
Mstep: Class 34 contains 23535 members 
Mstep: Class 35 contains 11195 members 
Mstep: Class 36 contains 6014 members 
Mstep: Class 37 contains 43737 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7777 members 
Mstep: Class 41 contains 1440 members 
Mstep: Class 42 contains 5373 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16635 members 
Mstep: Class 45 contains 43331 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20168 members 
Mstep: Class 48 contains 1967 members 
Mstep: Class 49 contains 45408 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2870 members 
Mstep: Class 52 contains 6284 members 
Mstep: Class 53 contains 2409 members 
Mstep: Class 54 contains 2792 members 
Mstep: Class 55 contains 5112 members 
Mstep: Class 56 contains 8401 members 
Mstep: Class 57 contains 3890 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5985 members 
Mstep: Class 60 contains 6345 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875584.000000 Penalty: 215840.703125
Iteration 138Q: 64 clusters Score -1.518756e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85683 members 
Mstep: Class 2 contains 8511 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 79687 members 
Mstep: Class 6 contains 12211 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 40546 members 
Mstep: Class 9 contains 18873 members 
Mstep: Class 10 contains 104776 members 
Mstep: Class 11 contains 7455 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 4897 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 78698 members 
Mstep: Class 20 contains 12158 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88718 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 13198 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 7601 members 
Mstep: Class 29 contains 3323 members 
Mstep: Class 30 contains 6190 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2158 members 
Mstep: Class 33 contains 56389 members 
Mstep: Class 34 contains 23541 members 
Mstep: Class 35 contains 11145 members 
Mstep: Class 36 contains 6012 members 
Mstep: Class 37 contains 43690 members 
Mstep: Class 38 contains 9551 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7783 members 
Mstep: Class 41 contains 1440 members 
Mstep: Class 42 contains 5378 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16619 members 
Mstep: Class 45 contains 43325 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20125 members 
Mstep: Class 48 contains 1973 members 
Mstep: Class 49 contains 45415 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2866 members 
Mstep: Class 52 contains 6281 members 
Mstep: Class 53 contains 2424 members 
Mstep: Class 54 contains 2792 members 
Mstep: Class 55 contains 5142 members 
Mstep: Class 56 contains 8412 members 
Mstep: Class 57 contains 3915 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5987 members 
Mstep: Class 60 contains 6345 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875280.000000 Penalty: 215840.703125
Iteration 139Q: 64 clusters Score -1.518753e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 8486 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7448 members 
Mstep: Class 5 contains 79686 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 40542 members 
Mstep: Class 9 contains 18833 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 4894 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 78697 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88716 members 
Mstep: Class 25 contains 7559 members 
Mstep: Class 26 contains 13200 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 7602 members 
Mstep: Class 29 contains 3323 members 
Mstep: Class 30 contains 6179 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2163 members 
Mstep: Class 33 contains 56395 members 
Mstep: Class 34 contains 23537 members 
Mstep: Class 35 contains 11100 members 
Mstep: Class 36 contains 6013 members 
Mstep: Class 37 contains 43649 members 
Mstep: Class 38 contains 9554 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7784 members 
Mstep: Class 41 contains 1441 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16610 members 
Mstep: Class 45 contains 43324 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20095 members 
Mstep: Class 48 contains 1982 members 
Mstep: Class 49 contains 45420 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2865 members 
Mstep: Class 52 contains 6272 members 
Mstep: Class 53 contains 2442 members 
Mstep: Class 54 contains 2792 members 
Mstep: Class 55 contains 5171 members 
Mstep: Class 56 contains 8419 members 
Mstep: Class 57 contains 3943 members 
Mstep: Class 58 contains 5416 members 
Mstep: Class 59 contains 5988 members 
Mstep: Class 60 contains 6345 members 
Mstep: Class 61 contains 324 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875680.000000 Penalty: 215840.703125
Iteration 140F: 64 clusters Score -1.518757e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7454 members 
Mstep: Class 5 contains 79677 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 40538 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 104758 members 
Mstep: Class 11 contains 7450 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 4450 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 78693 members 
Mstep: Class 20 contains 12333 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88715 members 
Mstep: Class 25 contains 7549 members 
Mstep: Class 26 contains 13202 members 
Mstep: Class 27 contains 2713 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 6175 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 56403 members 
Mstep: Class 34 contains 23538 members 
Mstep: Class 35 contains 11051 members 
Mstep: Class 36 contains 6014 members 
Mstep: Class 37 contains 43609 members 
Mstep: Class 38 contains 9555 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7790 members 
Mstep: Class 41 contains 1437 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16587 members 
Mstep: Class 45 contains 43318 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20057 members 
Mstep: Class 48 contains 1993 members 
Mstep: Class 49 contains 45423 members 
Mstep: Class 50 contains 3827 members 
Mstep: Class 51 contains 2862 members 
Mstep: Class 52 contains 6263 members 
Mstep: Class 53 contains 2456 members 
Mstep: Class 54 contains 2792 members 
Mstep: Class 55 contains 5208 members 
Mstep: Class 56 contains 8420 members 
Mstep: Class 57 contains 3967 members 
Mstep: Class 58 contains 5418 members 
Mstep: Class 59 contains 5988 members 
Mstep: Class 60 contains 6341 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875760.000000 Penalty: 215840.703125
Iteration 141Q: 64 clusters Score -1.518758e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 8437 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 79672 members 
Mstep: Class 6 contains 12347 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 40536 members 
Mstep: Class 9 contains 18697 members 
Mstep: Class 10 contains 104749 members 
Mstep: Class 11 contains 7448 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 4889 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 78694 members 
Mstep: Class 20 contains 12431 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88716 members 
Mstep: Class 25 contains 7536 members 
Mstep: Class 26 contains 13203 members 
Mstep: Class 27 contains 2712 members 
Mstep: Class 28 contains 7604 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 6162 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2295 members 
Mstep: Class 33 contains 56398 members 
Mstep: Class 34 contains 23534 members 
Mstep: Class 35 contains 11007 members 
Mstep: Class 36 contains 6016 members 
Mstep: Class 37 contains 43570 members 
Mstep: Class 38 contains 9553 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1431 members 
Mstep: Class 42 contains 5388 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16563 members 
Mstep: Class 45 contains 43304 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 20028 members 
Mstep: Class 48 contains 2002 members 
Mstep: Class 49 contains 45429 members 
Mstep: Class 50 contains 3828 members 
Mstep: Class 51 contains 2862 members 
Mstep: Class 52 contains 6253 members 
Mstep: Class 53 contains 2464 members 
Mstep: Class 54 contains 2794 members 
Mstep: Class 55 contains 5251 members 
Mstep: Class 56 contains 8422 members 
Mstep: Class 57 contains 3996 members 
Mstep: Class 58 contains 5415 members 
Mstep: Class 59 contains 5986 members 
Mstep: Class 60 contains 6342 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875968.000000 Penalty: 215840.703125
Iteration 142Q: 64 clusters Score -1.51876e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7469 members 
Mstep: Class 5 contains 79668 members 
Mstep: Class 6 contains 12367 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 40532 members 
Mstep: Class 9 contains 18639 members 
Mstep: Class 10 contains 104740 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13603 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 78693 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88709 members 
Mstep: Class 25 contains 7524 members 
Mstep: Class 26 contains 13211 members 
Mstep: Class 27 contains 2709 members 
Mstep: Class 28 contains 7604 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 6158 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2327 members 
Mstep: Class 33 contains 56385 members 
Mstep: Class 34 contains 23535 members 
Mstep: Class 35 contains 10974 members 
Mstep: Class 36 contains 6020 members 
Mstep: Class 37 contains 43530 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1425 members 
Mstep: Class 42 contains 5391 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16549 members 
Mstep: Class 45 contains 43298 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19998 members 
Mstep: Class 48 contains 2016 members 
Mstep: Class 49 contains 45429 members 
Mstep: Class 50 contains 3828 members 
Mstep: Class 51 contains 2863 members 
Mstep: Class 52 contains 6247 members 
Mstep: Class 53 contains 2475 members 
Mstep: Class 54 contains 2804 members 
Mstep: Class 55 contains 5294 members 
Mstep: Class 56 contains 8425 members 
Mstep: Class 57 contains 4026 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 5985 members 
Mstep: Class 60 contains 6341 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876080.000000 Penalty: 215840.703125
Iteration 143Q: 64 clusters Score -1.518761e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7475 members 
Mstep: Class 5 contains 79656 members 
Mstep: Class 6 contains 12397 members 
Mstep: Class 7 contains 2900 members 
Mstep: Class 8 contains 40533 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 104728 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 4889 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13605 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 78688 members 
Mstep: Class 20 contains 12591 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88702 members 
Mstep: Class 25 contains 7503 members 
Mstep: Class 26 contains 13218 members 
Mstep: Class 27 contains 2709 members 
Mstep: Class 28 contains 7603 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 6161 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2352 members 
Mstep: Class 33 contains 56397 members 
Mstep: Class 34 contains 23541 members 
Mstep: Class 35 contains 10932 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 43500 members 
Mstep: Class 38 contains 9558 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1421 members 
Mstep: Class 42 contains 5391 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16533 members 
Mstep: Class 45 contains 43291 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19966 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 45433 members 
Mstep: Class 50 contains 3828 members 
Mstep: Class 51 contains 2864 members 
Mstep: Class 52 contains 6242 members 
Mstep: Class 53 contains 2483 members 
Mstep: Class 54 contains 2816 members 
Mstep: Class 55 contains 5332 members 
Mstep: Class 56 contains 8429 members 
Mstep: Class 57 contains 4050 members 
Mstep: Class 58 contains 5415 members 
Mstep: Class 59 contains 5984 members 
Mstep: Class 60 contains 6339 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876224.000000 Penalty: 215840.703125
Iteration 144Q: 64 clusters Score -1.518762e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 79656 members 
Mstep: Class 6 contains 12428 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 40532 members 
Mstep: Class 9 contains 18546 members 
Mstep: Class 10 contains 104720 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 2780 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 4837 members 
Mstep: Class 19 contains 78689 members 
Mstep: Class 20 contains 12655 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88695 members 
Mstep: Class 25 contains 7482 members 
Mstep: Class 26 contains 13220 members 
Mstep: Class 27 contains 2710 members 
Mstep: Class 28 contains 7602 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 6160 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 56403 members 
Mstep: Class 34 contains 23548 members 
Mstep: Class 35 contains 10904 members 
Mstep: Class 36 contains 6023 members 
Mstep: Class 37 contains 43468 members 
Mstep: Class 38 contains 9560 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1416 members 
Mstep: Class 42 contains 5398 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16513 members 
Mstep: Class 45 contains 43283 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19932 members 
Mstep: Class 48 contains 2037 members 
Mstep: Class 49 contains 45438 members 
Mstep: Class 50 contains 3829 members 
Mstep: Class 51 contains 2863 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 2492 members 
Mstep: Class 54 contains 2826 members 
Mstep: Class 55 contains 5359 members 
Mstep: Class 56 contains 8433 members 
Mstep: Class 57 contains 4072 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 5984 members 
Mstep: Class 60 contains 6335 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876224.000000 Penalty: 215840.703125
Iteration 145Q: 64 clusters Score -1.518762e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7485 members 
Mstep: Class 5 contains 79650 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 40528 members 
Mstep: Class 9 contains 18510 members 
Mstep: Class 10 contains 104717 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13593 members 
Mstep: Class 18 contains 4839 members 
Mstep: Class 19 contains 78690 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88697 members 
Mstep: Class 25 contains 7460 members 
Mstep: Class 26 contains 13221 members 
Mstep: Class 27 contains 2710 members 
Mstep: Class 28 contains 7602 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 6162 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2427 members 
Mstep: Class 33 contains 56420 members 
Mstep: Class 34 contains 23552 members 
Mstep: Class 35 contains 10871 members 
Mstep: Class 36 contains 6028 members 
Mstep: Class 37 contains 43448 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7792 members 
Mstep: Class 41 contains 1413 members 
Mstep: Class 42 contains 5400 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16499 members 
Mstep: Class 45 contains 43270 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19897 members 
Mstep: Class 48 contains 2043 members 
Mstep: Class 49 contains 45430 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2864 members 
Mstep: Class 52 contains 6229 members 
Mstep: Class 53 contains 2496 members 
Mstep: Class 54 contains 2838 members 
Mstep: Class 55 contains 5383 members 
Mstep: Class 56 contains 8439 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 5986 members 
Mstep: Class 60 contains 6335 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876368.000000 Penalty: 215840.703125
Iteration 146Q: 64 clusters Score -1.518764e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7491 members 
Mstep: Class 5 contains 79644 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 40519 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 104710 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13586 members 
Mstep: Class 18 contains 4841 members 
Mstep: Class 19 contains 78687 members 
Mstep: Class 20 contains 12768 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88703 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 13218 members 
Mstep: Class 27 contains 2707 members 
Mstep: Class 28 contains 7600 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 6164 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 56434 members 
Mstep: Class 34 contains 23562 members 
Mstep: Class 35 contains 10838 members 
Mstep: Class 36 contains 6032 members 
Mstep: Class 37 contains 43412 members 
Mstep: Class 38 contains 9555 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7794 members 
Mstep: Class 41 contains 1408 members 
Mstep: Class 42 contains 5401 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16492 members 
Mstep: Class 45 contains 43258 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19862 members 
Mstep: Class 48 contains 2053 members 
Mstep: Class 49 contains 45422 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2864 members 
Mstep: Class 52 contains 6224 members 
Mstep: Class 53 contains 2500 members 
Mstep: Class 54 contains 2849 members 
Mstep: Class 55 contains 5415 members 
Mstep: Class 56 contains 8445 members 
Mstep: Class 57 contains 4115 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5988 members 
Mstep: Class 60 contains 6330 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876368.000000 Penalty: 215840.703125
Iteration 147Q: 64 clusters Score -1.518764e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 8300 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 79636 members 
Mstep: Class 6 contains 12528 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 40515 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 104705 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13580 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 78685 members 
Mstep: Class 20 contains 12818 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88699 members 
Mstep: Class 25 contains 7414 members 
Mstep: Class 26 contains 13211 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 7599 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 6164 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2508 members 
Mstep: Class 33 contains 56439 members 
Mstep: Class 34 contains 23575 members 
Mstep: Class 35 contains 10812 members 
Mstep: Class 36 contains 6033 members 
Mstep: Class 37 contains 43375 members 
Mstep: Class 38 contains 9554 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7796 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 5405 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16492 members 
Mstep: Class 45 contains 43254 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19826 members 
Mstep: Class 48 contains 2058 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3829 members 
Mstep: Class 51 contains 2863 members 
Mstep: Class 52 contains 6218 members 
Mstep: Class 53 contains 2502 members 
Mstep: Class 54 contains 2858 members 
Mstep: Class 55 contains 5438 members 
Mstep: Class 56 contains 8449 members 
Mstep: Class 57 contains 4141 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 5989 members 
Mstep: Class 60 contains 6331 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876624.000000 Penalty: 215840.703125
Iteration 148Q: 64 clusters Score -1.518766e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 79629 members 
Mstep: Class 6 contains 12559 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 40513 members 
Mstep: Class 9 contains 18430 members 
Mstep: Class 10 contains 104701 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13562 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 78687 members 
Mstep: Class 20 contains 12863 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8300 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88694 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 13210 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 6159 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 56453 members 
Mstep: Class 34 contains 23582 members 
Mstep: Class 35 contains 10792 members 
Mstep: Class 36 contains 6034 members 
Mstep: Class 37 contains 43347 members 
Mstep: Class 38 contains 9550 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7795 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 5406 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16487 members 
Mstep: Class 45 contains 43256 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19798 members 
Mstep: Class 48 contains 2060 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3829 members 
Mstep: Class 51 contains 2862 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 2503 members 
Mstep: Class 54 contains 2864 members 
Mstep: Class 55 contains 5457 members 
Mstep: Class 56 contains 8456 members 
Mstep: Class 57 contains 4156 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5988 members 
Mstep: Class 60 contains 6328 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876672.000000 Penalty: 215840.703125
Iteration 149Q: 64 clusters Score -1.518767e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 8254 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 79620 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40509 members 
Mstep: Class 9 contains 18401 members 
Mstep: Class 10 contains 104698 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 4468 members 
Mstep: Class 15 contains 4893 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13564 members 
Mstep: Class 18 contains 4843 members 
Mstep: Class 19 contains 78687 members 
Mstep: Class 20 contains 12910 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88694 members 
Mstep: Class 25 contains 7390 members 
Mstep: Class 26 contains 13208 members 
Mstep: Class 27 contains 2706 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 6168 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2591 members 
Mstep: Class 33 contains 56477 members 
Mstep: Class 34 contains 23587 members 
Mstep: Class 35 contains 10780 members 
Mstep: Class 36 contains 6037 members 
Mstep: Class 37 contains 43321 members 
Mstep: Class 38 contains 9543 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7796 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 5406 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16479 members 
Mstep: Class 45 contains 43253 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19775 members 
Mstep: Class 48 contains 2065 members 
Mstep: Class 49 contains 45425 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2861 members 
Mstep: Class 52 contains 6205 members 
Mstep: Class 53 contains 2506 members 
Mstep: Class 54 contains 2866 members 
Mstep: Class 55 contains 5471 members 
Mstep: Class 56 contains 8462 members 
Mstep: Class 57 contains 4167 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5988 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876960.000000 Penalty: 215840.703125
Iteration 150Q: 64 clusters Score -1.51877e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 8239 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 79616 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 40508 members 
Mstep: Class 9 contains 18371 members 
Mstep: Class 10 contains 104696 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13566 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 78690 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8283 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88696 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 13210 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 7599 members 
Mstep: Class 29 contains 3316 members 
Mstep: Class 30 contains 6177 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 56503 members 
Mstep: Class 34 contains 23589 members 
Mstep: Class 35 contains 10763 members 
Mstep: Class 36 contains 6038 members 
Mstep: Class 37 contains 43291 members 
Mstep: Class 38 contains 9534 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7797 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 5407 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16472 members 
Mstep: Class 45 contains 43246 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19741 members 
Mstep: Class 48 contains 2069 members 
Mstep: Class 49 contains 45423 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2861 members 
Mstep: Class 52 contains 6200 members 
Mstep: Class 53 contains 2510 members 
Mstep: Class 54 contains 2871 members 
Mstep: Class 55 contains 5482 members 
Mstep: Class 56 contains 8468 members 
Mstep: Class 57 contains 4179 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5988 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876992.000000 Penalty: 215840.703125
Iteration 151Q: 64 clusters Score -1.51877e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 8238 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 79615 members 
Mstep: Class 6 contains 12611 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 40510 members 
Mstep: Class 9 contains 18324 members 
Mstep: Class 10 contains 104691 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13580 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 78689 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8274 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88693 members 
Mstep: Class 25 contains 7370 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 6188 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2651 members 
Mstep: Class 33 contains 56528 members 
Mstep: Class 34 contains 23591 members 
Mstep: Class 35 contains 10752 members 
Mstep: Class 36 contains 6036 members 
Mstep: Class 37 contains 43284 members 
Mstep: Class 38 contains 9530 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7799 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 5404 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16460 members 
Mstep: Class 45 contains 43247 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19722 members 
Mstep: Class 48 contains 2073 members 
Mstep: Class 49 contains 45420 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2862 members 
Mstep: Class 52 contains 6195 members 
Mstep: Class 53 contains 2513 members 
Mstep: Class 54 contains 2875 members 
Mstep: Class 55 contains 5487 members 
Mstep: Class 56 contains 8471 members 
Mstep: Class 57 contains 4183 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5989 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877136.000000 Penalty: 215840.703125
Iteration 152Q: 64 clusters Score -1.518771e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 79614 members 
Mstep: Class 6 contains 12636 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 40510 members 
Mstep: Class 9 contains 18291 members 
Mstep: Class 10 contains 104680 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 4481 members 
Mstep: Class 15 contains 4898 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13597 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 78690 members 
Mstep: Class 20 contains 13021 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8266 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88689 members 
Mstep: Class 25 contains 7357 members 
Mstep: Class 26 contains 13206 members 
Mstep: Class 27 contains 2704 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3313 members 
Mstep: Class 30 contains 6199 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2663 members 
Mstep: Class 33 contains 56545 members 
Mstep: Class 34 contains 23589 members 
Mstep: Class 35 contains 10736 members 
Mstep: Class 36 contains 6036 members 
Mstep: Class 37 contains 43272 members 
Mstep: Class 38 contains 9516 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7797 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 5404 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 43247 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19706 members 
Mstep: Class 48 contains 2074 members 
Mstep: Class 49 contains 45421 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2864 members 
Mstep: Class 52 contains 6193 members 
Mstep: Class 53 contains 2515 members 
Mstep: Class 54 contains 2878 members 
Mstep: Class 55 contains 5500 members 
Mstep: Class 56 contains 8475 members 
Mstep: Class 57 contains 4186 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 5990 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877152.000000 Penalty: 215840.703125
Iteration 153Q: 64 clusters Score -1.518772e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 79614 members 
Mstep: Class 6 contains 12655 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 40508 members 
Mstep: Class 9 contains 18265 members 
Mstep: Class 10 contains 104679 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 78691 members 
Mstep: Class 20 contains 13049 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88691 members 
Mstep: Class 25 contains 7344 members 
Mstep: Class 26 contains 13208 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6205 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2680 members 
Mstep: Class 33 contains 56552 members 
Mstep: Class 34 contains 23591 members 
Mstep: Class 35 contains 10715 members 
Mstep: Class 36 contains 6037 members 
Mstep: Class 37 contains 43261 members 
Mstep: Class 38 contains 9500 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7794 members 
Mstep: Class 41 contains 1375 members 
Mstep: Class 42 contains 5403 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16454 members 
Mstep: Class 45 contains 43247 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19698 members 
Mstep: Class 48 contains 2077 members 
Mstep: Class 49 contains 45418 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2867 members 
Mstep: Class 52 contains 6188 members 
Mstep: Class 53 contains 2517 members 
Mstep: Class 54 contains 2881 members 
Mstep: Class 55 contains 5514 members 
Mstep: Class 56 contains 8478 members 
Mstep: Class 57 contains 4189 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5992 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877184.000000 Penalty: 215840.703125
Iteration 154Q: 64 clusters Score -1.518772e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 79615 members 
Mstep: Class 6 contains 12678 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 40507 members 
Mstep: Class 9 contains 18229 members 
Mstep: Class 10 contains 104673 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13599 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 78691 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8264 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88695 members 
Mstep: Class 25 contains 7329 members 
Mstep: Class 26 contains 13208 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7597 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 6210 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2700 members 
Mstep: Class 33 contains 56561 members 
Mstep: Class 34 contains 23592 members 
Mstep: Class 35 contains 10692 members 
Mstep: Class 36 contains 6037 members 
Mstep: Class 37 contains 43248 members 
Mstep: Class 38 contains 9496 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7794 members 
Mstep: Class 41 contains 1374 members 
Mstep: Class 42 contains 5404 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16451 members 
Mstep: Class 45 contains 43241 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19684 members 
Mstep: Class 48 contains 2079 members 
Mstep: Class 49 contains 45422 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2868 members 
Mstep: Class 52 contains 6186 members 
Mstep: Class 53 contains 2517 members 
Mstep: Class 54 contains 2883 members 
Mstep: Class 55 contains 5529 members 
Mstep: Class 56 contains 8477 members 
Mstep: Class 57 contains 4194 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5992 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877168.000000 Penalty: 215840.703125
Iteration 155Q: 64 clusters Score -1.518772e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7497 members 
Mstep: Class 5 contains 79612 members 
Mstep: Class 6 contains 12693 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 40500 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 104670 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 2847 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13592 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 78691 members 
Mstep: Class 20 contains 13114 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8268 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88698 members 
Mstep: Class 25 contains 7319 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6208 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2716 members 
Mstep: Class 33 contains 56581 members 
Mstep: Class 34 contains 23595 members 
Mstep: Class 35 contains 10676 members 
Mstep: Class 36 contains 6037 members 
Mstep: Class 37 contains 43224 members 
Mstep: Class 38 contains 9492 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7796 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5405 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16452 members 
Mstep: Class 45 contains 43241 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19667 members 
Mstep: Class 48 contains 2083 members 
Mstep: Class 49 contains 45426 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2868 members 
Mstep: Class 52 contains 6184 members 
Mstep: Class 53 contains 2517 members 
Mstep: Class 54 contains 2885 members 
Mstep: Class 55 contains 5542 members 
Mstep: Class 56 contains 8479 members 
Mstep: Class 57 contains 4201 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 5993 members 
Mstep: Class 60 contains 6324 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877072.000000 Penalty: 215840.703125
Iteration 156Q: 64 clusters Score -1.518771e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 8221 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7501 members 
Mstep: Class 5 contains 79612 members 
Mstep: Class 6 contains 12709 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 40496 members 
Mstep: Class 9 contains 18180 members 
Mstep: Class 10 contains 104667 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13595 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 78689 members 
Mstep: Class 20 contains 13138 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8265 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88700 members 
Mstep: Class 25 contains 7312 members 
Mstep: Class 26 contains 13208 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7597 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 56594 members 
Mstep: Class 34 contains 23602 members 
Mstep: Class 35 contains 10668 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43205 members 
Mstep: Class 38 contains 9486 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7795 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5406 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16446 members 
Mstep: Class 45 contains 43238 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19664 members 
Mstep: Class 48 contains 2084 members 
Mstep: Class 49 contains 45423 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2869 members 
Mstep: Class 52 contains 6183 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2889 members 
Mstep: Class 55 contains 5550 members 
Mstep: Class 56 contains 8481 members 
Mstep: Class 57 contains 4207 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5994 members 
Mstep: Class 60 contains 6326 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877200.000000 Penalty: 215840.703125
Iteration 157Q: 64 clusters Score -1.518772e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 8212 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 5 contains 79614 members 
Mstep: Class 6 contains 12727 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 40494 members 
Mstep: Class 9 contains 18165 members 
Mstep: Class 10 contains 104664 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 11544 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13606 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 78689 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8265 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88700 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6208 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 56606 members 
Mstep: Class 34 contains 23613 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 6036 members 
Mstep: Class 37 contains 43186 members 
Mstep: Class 38 contains 9481 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5409 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16435 members 
Mstep: Class 45 contains 43231 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19651 members 
Mstep: Class 48 contains 2085 members 
Mstep: Class 49 contains 45425 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2871 members 
Mstep: Class 52 contains 6178 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2894 members 
Mstep: Class 55 contains 5559 members 
Mstep: Class 56 contains 8484 members 
Mstep: Class 57 contains 4213 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5995 members 
Mstep: Class 60 contains 6325 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877216.000000 Penalty: 215840.703125
Iteration 158Q: 64 clusters Score -1.518772e+08 nChanged 220
Entering ConstructFrom: 
Score: -151877216.000000 Penalty: 215840.703125
Entering ConstructFrom: 
Trying to split cluster 1 (85486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Entering Unmasked Estep 
Score: -13621695.000000 Penalty: 2816.314697
	Iteration 0F: 2 clusters Score -1.36217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -13568773.000000 Penalty: 5632.629395
	Iteration 0F: 3 clusters Score -1.356877e+07 nChanged 40163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -13591391.000000 Penalty: 5632.629395
	Iteration 1F: 3 clusters Score -1.359139e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -13592224.000000 Penalty: 5632.629395
	Iteration 2Q: 3 clusters Score -1.359222e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -13593379.000000 Penalty: 5632.629395
	Iteration 3Q: 3 clusters Score -1.359338e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -13595158.000000 Penalty: 5632.629395
	Iteration 4Q: 3 clusters Score -1.359516e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -13597924.000000 Penalty: 5632.629395
	Iteration 5F: 3 clusters Score -1.359792e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -13602103.000000 Penalty: 5632.629395
	Iteration 6F: 3 clusters Score -1.36021e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -13608047.000000 Penalty: 5632.629395
	Iteration 7F: 3 clusters Score -1.360805e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -13614051.000000 Penalty: 5632.629395
	Iteration 8F: 3 clusters Score -1.361405e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -13617338.000000 Penalty: 5632.629395
	Iteration 9F: 3 clusters Score -1.361734e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -13618607.000000 Penalty: 5632.629395
	Iteration 10Q: 3 clusters Score -1.361861e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13619064.000000 Penalty: 5632.629395
	Iteration 11Q: 3 clusters Score -1.361906e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13619265.000000 Penalty: 5632.629395
	Iteration 12Q: 3 clusters Score -1.361926e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13619360.000000 Penalty: 5632.629395
	Iteration 13Q: 3 clusters Score -1.361936e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84734 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13619425.000000 Penalty: 5632.629395
	Iteration 14Q: 3 clusters Score -1.361942e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84765 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13619479.000000 Penalty: 5632.629395
	Iteration 15Q: 3 clusters Score -1.361948e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -13619503.000000 Penalty: 5632.629395
	Iteration 16Q: 3 clusters Score -1.36195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13619536.000000 Penalty: 5632.629395
	Iteration 17Q: 3 clusters Score -1.361954e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13619550.000000 Penalty: 5632.629395
	Iteration 18Q: 3 clusters Score -1.361955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13619547.000000 Penalty: 5632.629395
	Iteration 19Q: 3 clusters Score -1.361955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -13619558.000000 Penalty: 5632.629395
	Iteration 20F: 3 clusters Score -1.361956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13619550.000000 Penalty: 5632.629395
	Iteration 21Q: 3 clusters Score -1.361955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13619560.000000 Penalty: 5632.629395
	Iteration 22Q: 3 clusters Score -1.361956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13619574.000000 Penalty: 5632.629395
	Iteration 23Q: 3 clusters Score -1.361957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13619573.000000 Penalty: 5632.629395
	Iteration 24Q: 3 clusters Score -1.361957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13619597.000000 Penalty: 5632.629395
	Iteration 25Q: 3 clusters Score -1.36196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13619593.000000 Penalty: 5632.629395
	Iteration 26Q: 3 clusters Score -1.361959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -13619598.000000 Penalty: 5632.629395
	Iteration 27Q: 3 clusters Score -1.36196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13619608.000000 Penalty: 5632.629395
	Iteration 28Q: 3 clusters Score -1.361961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13619617.000000 Penalty: 5632.629395
	Iteration 29Q: 3 clusters Score -1.361962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13619611.000000 Penalty: 5632.629395
	Iteration 30Q: 3 clusters Score -1.361961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -13619618.000000 Penalty: 5632.629395
	Iteration 31Q: 3 clusters Score -1.361962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13619624.000000 Penalty: 5632.629395
	Iteration 32Q: 3 clusters Score -1.361962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13619624.000000 Penalty: 5632.629395
	Iteration 33Q: 3 clusters Score -1.361962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13619629.000000 Penalty: 5632.629395
	Iteration 34Q: 3 clusters Score -1.361963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13619633.000000 Penalty: 5632.629395
	Iteration 35Q: 3 clusters Score -1.361963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13619627.000000 Penalty: 5632.629395
	Iteration 36Q: 3 clusters Score -1.361963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13619630.000000 Penalty: 5632.629395
	Iteration 37Q: 3 clusters Score -1.361963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13619633.000000 Penalty: 5632.629395
	Iteration 38Q: 3 clusters Score -1.361963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13619623.000000 Penalty: 5632.629395
	Iteration 39Q: 3 clusters Score -1.361962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84941 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13619626.000000 Penalty: 5632.629395
	Iteration 40F: 3 clusters Score -1.361963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13619627.000000 Penalty: 5632.629395
	Iteration 41Q: 3 clusters Score -1.361963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13619627.000000 Penalty: 5632.629395
	Iteration 42F: 3 clusters Score -1.361963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Entering Unmasked Estep 
Score: -1290438.500000 Penalty: 2235.099609
	Iteration 0F: 2 clusters Score -1290438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1283897.875000 Penalty: 4470.199219
	Iteration 0F: 3 clusters Score -1283898 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1285853.250000 Penalty: 4470.199219
	Iteration 1F: 3 clusters Score -1285853 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1286203.750000 Penalty: 4470.199219
	Iteration 2F: 3 clusters Score -1286204 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1286426.875000 Penalty: 4470.199219
	Iteration 3F: 3 clusters Score -1286427 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1286596.250000 Penalty: 4470.199219
	Iteration 4Q: 3 clusters Score -1286596 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1286747.000000 Penalty: 4470.199219
	Iteration 5Q: 3 clusters Score -1286747 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1286888.875000 Penalty: 4470.199219
	Iteration 6Q: 3 clusters Score -1286889 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1287003.500000 Penalty: 4470.199219
	Iteration 7Q: 3 clusters Score -1287004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1287092.875000 Penalty: 4470.199219
	Iteration 8Q: 3 clusters Score -1287093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1287167.000000 Penalty: 4470.199219
	Iteration 9Q: 3 clusters Score -1287167 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1287241.500000 Penalty: 4470.199219
	Iteration 10Q: 3 clusters Score -1287242 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1287327.250000 Penalty: 4470.199219
	Iteration 11Q: 3 clusters Score -1287327 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1287412.500000 Penalty: 4470.199219
	Iteration 12Q: 3 clusters Score -1287412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1287502.375000 Penalty: 4470.199219
	Iteration 13Q: 3 clusters Score -1287502 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1287625.875000 Penalty: 4470.199219
	Iteration 14Q: 3 clusters Score -1287626 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1287771.625000 Penalty: 4470.199219
	Iteration 15Q: 3 clusters Score -1287772 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1287940.375000 Penalty: 4470.199219
	Iteration 16Q: 3 clusters Score -1287940 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1288153.375000 Penalty: 4470.199219
	Iteration 17Q: 3 clusters Score -1288153 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1288372.250000 Penalty: 4470.199219
	Iteration 18Q: 3 clusters Score -1288372 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1288557.000000 Penalty: 4470.199219
	Iteration 19Q: 3 clusters Score -1288557 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1288680.500000 Penalty: 4470.199219
	Iteration 20F: 3 clusters Score -1288680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1288769.500000 Penalty: 4470.199219
	Iteration 21Q: 3 clusters Score -1288770 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1288846.375000 Penalty: 4470.199219
	Iteration 22Q: 3 clusters Score -1288846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1288906.750000 Penalty: 4470.199219
	Iteration 23Q: 3 clusters Score -1288907 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1288965.250000 Penalty: 4470.199219
	Iteration 24Q: 3 clusters Score -1288965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1289018.250000 Penalty: 4470.199219
	Iteration 25Q: 3 clusters Score -1289018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1289062.500000 Penalty: 4470.199219
	Iteration 26Q: 3 clusters Score -1289062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1289106.375000 Penalty: 4470.199219
	Iteration 27Q: 3 clusters Score -1289106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1289134.000000 Penalty: 4470.199219
	Iteration 28Q: 3 clusters Score -1289134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1289152.750000 Penalty: 4470.199219
	Iteration 29Q: 3 clusters Score -1289153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1289162.250000 Penalty: 4470.199219
	Iteration 30Q: 3 clusters Score -1289162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1289173.875000 Penalty: 4470.199219
	Iteration 31Q: 3 clusters Score -1289174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1289175.750000 Penalty: 4470.199219
	Iteration 32Q: 3 clusters Score -1289176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1289179.875000 Penalty: 4470.199219
	Iteration 33Q: 3 clusters Score -1289180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1289184.875000 Penalty: 4470.199219
	Iteration 34Q: 3 clusters Score -1289185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1289184.125000 Penalty: 4470.199219
	Iteration 35Q: 3 clusters Score -1289184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1289186.000000 Penalty: 4470.199219
	Iteration 36Q: 3 clusters Score -1289186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1289185.500000 Penalty: 4470.199219
	Iteration 37Q: 3 clusters Score -1289186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1289185.625000 Penalty: 4470.199219
	Iteration 38Q: 3 clusters Score -1289186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1289186.125000 Penalty: 4470.199219
	Iteration 39Q: 3 clusters Score -1289186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1289187.750000 Penalty: 4470.199219
	Iteration 40F: 3 clusters Score -1289188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1289187.250000 Penalty: 4470.199219
	Iteration 41Q: 3 clusters Score -1289187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1289188.625000 Penalty: 4470.199219
	Iteration 42Q: 3 clusters Score -1289189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1289192.875000 Penalty: 4470.199219
	Iteration 43Q: 3 clusters Score -1289193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1289194.750000 Penalty: 4470.199219
	Iteration 44Q: 3 clusters Score -1289195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1289197.875000 Penalty: 4470.199219
	Iteration 45Q: 3 clusters Score -1289198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1289196.500000 Penalty: 4470.199219
	Iteration 46Q: 3 clusters Score -1289196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1289198.375000 Penalty: 4470.199219
	Iteration 47Q: 3 clusters Score -1289198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1289197.375000 Penalty: 4470.199219
	Iteration 48Q: 3 clusters Score -1289197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1289196.125000 Penalty: 4470.199219
	Iteration 49Q: 3 clusters Score -1289196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1289198.375000 Penalty: 4470.199219
	Iteration 50Q: 3 clusters Score -1289198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1289198.375000 Penalty: 4470.199219
	Iteration 51F: 3 clusters Score -1289198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -61238.898438 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -61238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59969.855469 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -59969.86 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60389.429688 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -60389.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60736.699219 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -60736.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61098.632812 Penalty: 3068.359619
	Iteration 3F: 3 clusters Score -61098.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61310.457031 Penalty: 3068.359619
	Iteration 4F: 3 clusters Score -61310.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61603.859375 Penalty: 3068.359619
	Iteration 5F: 3 clusters Score -61603.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61839.121094 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -61839.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61912.109375 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -61912.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61925.714844 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -61925.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61925.714844 Penalty: 3068.359619
	Iteration 9F: 3 clusters Score -61925.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 56617 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4644 members 
Mstep: Class 64 contains 203 members 
Entering Unmasked Estep 
Score: -151876000.000000 Penalty: 219266.734375
Splitting cluster 3 changes total score from -151877216.000000 to -151876000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -1136523.250000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -1136523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1130469.250000 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -1130469 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1132178.750000 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -1132179 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1132484.625000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -1132485 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1132711.875000 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -1132712 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1132912.625000 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -1132913 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1133113.375000 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -1133113 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1133284.875000 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -1133285 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1133427.625000 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -1133428 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1133559.000000 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -1133559 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1133671.125000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -1133671 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1133761.875000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -1133762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1133844.000000 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -1133844 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1133896.500000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -1133896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1133940.625000 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -1133941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1133990.750000 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -1133991 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1134031.500000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -1134032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1134079.375000 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -1134079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1134126.375000 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -1134126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1134174.500000 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -1134174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1134210.250000 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -1134210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1134248.500000 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -1134248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1134289.625000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -1134290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1134327.125000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -1134327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1134354.500000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -1134354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1134378.250000 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -1134378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1134411.500000 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -1134412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1134443.250000 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -1134443 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1134471.625000 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -1134472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1134498.625000 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -1134499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1134520.250000 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -1134520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1134536.000000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -1134536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1134557.750000 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -1134558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1134575.375000 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -1134575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1134595.375000 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -1134595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1134611.375000 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -1134611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1134633.375000 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -1134633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1134661.875000 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -1134662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1134692.875000 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -1134693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1134732.375000 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -1134732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1134764.750000 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -1134765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1134812.750000 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -1134813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1134872.250000 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -1134872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1134944.500000 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -1134944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1135014.125000 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -1135014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1135081.875000 Penalty: 4426.497559
	Iteration 44Q: 3 clusters Score -1135082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1135155.125000 Penalty: 4426.497559
	Iteration 45Q: 3 clusters Score -1135155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1135215.125000 Penalty: 4426.497559
	Iteration 46Q: 3 clusters Score -1135215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1135266.500000 Penalty: 4426.497559
	Iteration 47Q: 3 clusters Score -1135266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1135321.750000 Penalty: 4426.497559
	Iteration 48Q: 3 clusters Score -1135322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1135387.625000 Penalty: 4426.497559
	Iteration 49Q: 3 clusters Score -1135388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1135452.625000 Penalty: 4426.497559
	Iteration 50Q: 3 clusters Score -1135453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1135491.500000 Penalty: 4426.497559
	Iteration 51Q: 3 clusters Score -1135492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1135535.125000 Penalty: 4426.497559
	Iteration 52Q: 3 clusters Score -1135535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1135573.625000 Penalty: 4426.497559
	Iteration 53Q: 3 clusters Score -1135574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1135616.500000 Penalty: 4426.497559
	Iteration 54Q: 3 clusters Score -1135616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1135670.625000 Penalty: 4426.497559
	Iteration 55Q: 3 clusters Score -1135671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1135737.875000 Penalty: 4426.497559
	Iteration 56Q: 3 clusters Score -1135738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1135799.000000 Penalty: 4426.497559
	Iteration 57Q: 3 clusters Score -1135799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1135861.750000 Penalty: 4426.497559
	Iteration 58Q: 3 clusters Score -1135862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1135903.000000 Penalty: 4426.497559
	Iteration 59Q: 3 clusters Score -1135903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1135942.750000 Penalty: 4426.497559
	Iteration 60F: 3 clusters Score -1135943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1135988.750000 Penalty: 4426.497559
	Iteration 61Q: 3 clusters Score -1135989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1136041.750000 Penalty: 4426.497559
	Iteration 62Q: 3 clusters Score -1136042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1136092.250000 Penalty: 4426.497559
	Iteration 63Q: 3 clusters Score -1136092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1136121.750000 Penalty: 4426.497559
	Iteration 64Q: 3 clusters Score -1136122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1136142.000000 Penalty: 4426.497559
	Iteration 65Q: 3 clusters Score -1136142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1136152.875000 Penalty: 4426.497559
	Iteration 66Q: 3 clusters Score -1136153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1136159.875000 Penalty: 4426.497559
	Iteration 67Q: 3 clusters Score -1136160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1136171.750000 Penalty: 4426.497559
	Iteration 68Q: 3 clusters Score -1136172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1136178.625000 Penalty: 4426.497559
	Iteration 69Q: 3 clusters Score -1136179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1136184.625000 Penalty: 4426.497559
	Iteration 70Q: 3 clusters Score -1136185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1136189.125000 Penalty: 4426.497559
	Iteration 71Q: 3 clusters Score -1136189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1136194.125000 Penalty: 4426.497559
	Iteration 72Q: 3 clusters Score -1136194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1136195.250000 Penalty: 4426.497559
	Iteration 73Q: 3 clusters Score -1136195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1136201.125000 Penalty: 4426.497559
	Iteration 74Q: 3 clusters Score -1136201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1136205.625000 Penalty: 4426.497559
	Iteration 75Q: 3 clusters Score -1136206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1136211.875000 Penalty: 4426.497559
	Iteration 76Q: 3 clusters Score -1136212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1136212.375000 Penalty: 4426.497559
	Iteration 77Q: 3 clusters Score -1136212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1136215.000000 Penalty: 4426.497559
	Iteration 78Q: 3 clusters Score -1136215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1136217.625000 Penalty: 4426.497559
	Iteration 79Q: 3 clusters Score -1136218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1136219.250000 Penalty: 4426.497559
	Iteration 80F: 3 clusters Score -1136219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1136223.000000 Penalty: 4426.497559
	Iteration 81Q: 3 clusters Score -1136223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1136221.125000 Penalty: 4426.497559
	Iteration 82Q: 3 clusters Score -1136221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1136222.625000 Penalty: 4426.497559
	Iteration 83Q: 3 clusters Score -1136223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1136221.125000 Penalty: 4426.497559
	Iteration 84Q: 3 clusters Score -1136221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1136221.000000 Penalty: 4426.497559
	Iteration 85Q: 3 clusters Score -1136221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1136222.500000 Penalty: 4426.497559
	Iteration 86Q: 3 clusters Score -1136222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1136222.500000 Penalty: 4426.497559
	Iteration 87F: 3 clusters Score -1136222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Entering Unmasked Estep 
Score: -12673167.000000 Penalty: 2798.654053
	Iteration 0F: 2 clusters Score -1.267317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -12623069.000000 Penalty: 5597.308105
	Iteration 0F: 3 clusters Score -1.262307e+07 nChanged 37239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -12644121.000000 Penalty: 5597.308105
	Iteration 1F: 3 clusters Score -1.264412e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -12644681.000000 Penalty: 5597.308105
	Iteration 2Q: 3 clusters Score -1.264468e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -12645502.000000 Penalty: 5597.308105
	Iteration 3Q: 3 clusters Score -1.26455e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -12646424.000000 Penalty: 5597.308105
	Iteration 4Q: 3 clusters Score -1.264642e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -12647743.000000 Penalty: 5597.308105
	Iteration 5Q: 3 clusters Score -1.264774e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -12649611.000000 Penalty: 5597.308105
	Iteration 6F: 3 clusters Score -1.264961e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -12652389.000000 Penalty: 5597.308105
	Iteration 7F: 3 clusters Score -1.265239e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -12655767.000000 Penalty: 5597.308105
	Iteration 8F: 3 clusters Score -1.265577e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -12659160.000000 Penalty: 5597.308105
	Iteration 9F: 3 clusters Score -1.265916e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -12662079.000000 Penalty: 5597.308105
	Iteration 10Q: 3 clusters Score -1.266208e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -12664427.000000 Penalty: 5597.308105
	Iteration 11Q: 3 clusters Score -1.266443e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -12665932.000000 Penalty: 5597.308105
	Iteration 12Q: 3 clusters Score -1.266593e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -12667033.000000 Penalty: 5597.308105
	Iteration 13Q: 3 clusters Score -1.266703e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -12667896.000000 Penalty: 5597.308105
	Iteration 14Q: 3 clusters Score -1.26679e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -12668532.000000 Penalty: 5597.308105
	Iteration 15Q: 3 clusters Score -1.266853e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -12668950.000000 Penalty: 5597.308105
	Iteration 16Q: 3 clusters Score -1.266895e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -12669350.000000 Penalty: 5597.308105
	Iteration 17Q: 3 clusters Score -1.266935e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -12669653.000000 Penalty: 5597.308105
	Iteration 18Q: 3 clusters Score -1.266965e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -12669944.000000 Penalty: 5597.308105
	Iteration 19Q: 3 clusters Score -1.266994e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -12670123.000000 Penalty: 5597.308105
	Iteration 20F: 3 clusters Score -1.267012e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -12670252.000000 Penalty: 5597.308105
	Iteration 21Q: 3 clusters Score -1.267025e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -12670388.000000 Penalty: 5597.308105
	Iteration 22Q: 3 clusters Score -1.267039e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -12670453.000000 Penalty: 5597.308105
	Iteration 23Q: 3 clusters Score -1.267045e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -12670564.000000 Penalty: 5597.308105
	Iteration 24Q: 3 clusters Score -1.267056e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -12670632.000000 Penalty: 5597.308105
	Iteration 25Q: 3 clusters Score -1.267063e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -12670687.000000 Penalty: 5597.308105
	Iteration 26Q: 3 clusters Score -1.267069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -12670698.000000 Penalty: 5597.308105
	Iteration 27Q: 3 clusters Score -1.26707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -12670732.000000 Penalty: 5597.308105
	Iteration 28Q: 3 clusters Score -1.267073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -12670741.000000 Penalty: 5597.308105
	Iteration 29Q: 3 clusters Score -1.267074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -12670767.000000 Penalty: 5597.308105
	Iteration 30Q: 3 clusters Score -1.267077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -12670783.000000 Penalty: 5597.308105
	Iteration 31Q: 3 clusters Score -1.267078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -12670798.000000 Penalty: 5597.308105
	Iteration 32Q: 3 clusters Score -1.26708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -12670795.000000 Penalty: 5597.308105
	Iteration 33Q: 3 clusters Score -1.26708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -12670795.000000 Penalty: 5597.308105
	Iteration 34Q: 3 clusters Score -1.26708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -12670809.000000 Penalty: 5597.308105
	Iteration 35Q: 3 clusters Score -1.267081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -12670824.000000 Penalty: 5597.308105
	Iteration 36Q: 3 clusters Score -1.267082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -12670829.000000 Penalty: 5597.308105
	Iteration 37Q: 3 clusters Score -1.267083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -12670824.000000 Penalty: 5597.308105
	Iteration 38Q: 3 clusters Score -1.267082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -12670836.000000 Penalty: 5597.308105
	Iteration 39Q: 3 clusters Score -1.267084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -12670829.000000 Penalty: 5597.308105
	Iteration 40F: 3 clusters Score -1.267083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -12670836.000000 Penalty: 5597.308105
	Iteration 41Q: 3 clusters Score -1.267084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -12670848.000000 Penalty: 5597.308105
	Iteration 42Q: 3 clusters Score -1.267085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -12670840.000000 Penalty: 5597.308105
	Iteration 43Q: 3 clusters Score -1.267084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -12670837.000000 Penalty: 5597.308105
	Iteration 44Q: 3 clusters Score -1.267084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -12670849.000000 Penalty: 5597.308105
	Iteration 45Q: 3 clusters Score -1.267085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -12670850.000000 Penalty: 5597.308105
	Iteration 46Q: 3 clusters Score -1.267085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -12670843.000000 Penalty: 5597.308105
	Iteration 47Q: 3 clusters Score -1.267084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -12670851.000000 Penalty: 5597.308105
	Iteration 48Q: 3 clusters Score -1.267085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -12670855.000000 Penalty: 5597.308105
	Iteration 49Q: 3 clusters Score -1.267086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -12670857.000000 Penalty: 5597.308105
	Iteration 50Q: 3 clusters Score -1.267086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -12670856.000000 Penalty: 5597.308105
	Iteration 51Q: 3 clusters Score -1.267086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -12670855.000000 Penalty: 5597.308105
	Iteration 52Q: 3 clusters Score -1.267086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -12670855.000000 Penalty: 5597.308105
	Iteration 53F: 3 clusters Score -1.267086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Entering Unmasked Estep 
Score: -1976501.250000 Penalty: 2344.239990
	Iteration 0F: 2 clusters Score -1976501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1967094.625000 Penalty: 4688.479980
	Iteration 0F: 3 clusters Score -1967095 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1970045.625000 Penalty: 4688.479980
	Iteration 1F: 3 clusters Score -1970046 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1970506.375000 Penalty: 4688.479980
	Iteration 2F: 3 clusters Score -1970506 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1970998.375000 Penalty: 4688.479980
	Iteration 3F: 3 clusters Score -1970998 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1971559.250000 Penalty: 4688.479980
	Iteration 4F: 3 clusters Score -1971559 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1972152.500000 Penalty: 4688.479980
	Iteration 5F: 3 clusters Score -1972152 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1972645.250000 Penalty: 4688.479980
	Iteration 6F: 3 clusters Score -1972645 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1973011.875000 Penalty: 4688.479980
	Iteration 7Q: 3 clusters Score -1973012 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1973277.500000 Penalty: 4688.479980
	Iteration 8Q: 3 clusters Score -1973278 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1973478.375000 Penalty: 4688.479980
	Iteration 9Q: 3 clusters Score -1973478 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1973692.875000 Penalty: 4688.479980
	Iteration 10Q: 3 clusters Score -1973693 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1973851.250000 Penalty: 4688.479980
	Iteration 11Q: 3 clusters Score -1973851 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1973993.875000 Penalty: 4688.479980
	Iteration 12Q: 3 clusters Score -1973994 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1974111.125000 Penalty: 4688.479980
	Iteration 13Q: 3 clusters Score -1974111 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1974209.375000 Penalty: 4688.479980
	Iteration 14Q: 3 clusters Score -1974209 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1974291.875000 Penalty: 4688.479980
	Iteration 15Q: 3 clusters Score -1974292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1974362.125000 Penalty: 4688.479980
	Iteration 16Q: 3 clusters Score -1974362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1974416.125000 Penalty: 4688.479980
	Iteration 17Q: 3 clusters Score -1974416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1974465.125000 Penalty: 4688.479980
	Iteration 18Q: 3 clusters Score -1974465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1974507.750000 Penalty: 4688.479980
	Iteration 19Q: 3 clusters Score -1974508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1974543.125000 Penalty: 4688.479980
	Iteration 20F: 3 clusters Score -1974543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1974567.250000 Penalty: 4688.479980
	Iteration 21Q: 3 clusters Score -1974567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1974592.125000 Penalty: 4688.479980
	Iteration 22Q: 3 clusters Score -1974592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1974613.250000 Penalty: 4688.479980
	Iteration 23Q: 3 clusters Score -1974613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1974635.750000 Penalty: 4688.479980
	Iteration 24Q: 3 clusters Score -1974636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1974649.750000 Penalty: 4688.479980
	Iteration 25Q: 3 clusters Score -1974650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1974659.625000 Penalty: 4688.479980
	Iteration 26Q: 3 clusters Score -1974660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1974665.875000 Penalty: 4688.479980
	Iteration 27Q: 3 clusters Score -1974666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1974680.125000 Penalty: 4688.479980
	Iteration 28Q: 3 clusters Score -1974680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1974685.875000 Penalty: 4688.479980
	Iteration 29Q: 3 clusters Score -1974686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1974692.625000 Penalty: 4688.479980
	Iteration 30Q: 3 clusters Score -1974693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1974697.500000 Penalty: 4688.479980
	Iteration 31Q: 3 clusters Score -1974698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1974704.250000 Penalty: 4688.479980
	Iteration 32Q: 3 clusters Score -1974704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1974707.250000 Penalty: 4688.479980
	Iteration 33Q: 3 clusters Score -1974707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1974708.250000 Penalty: 4688.479980
	Iteration 34Q: 3 clusters Score -1974708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1974708.500000 Penalty: 4688.479980
	Iteration 35Q: 3 clusters Score -1974708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1974711.125000 Penalty: 4688.479980
	Iteration 36Q: 3 clusters Score -1974711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1974713.625000 Penalty: 4688.479980
	Iteration 37Q: 3 clusters Score -1974714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1974713.625000 Penalty: 4688.479980
	Iteration 38F: 3 clusters Score -1974714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -368177.156250 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -368177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -365066.250000 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -365066.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -366049.343750 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -366049.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -366394.000000 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -366394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -366609.093750 Penalty: 3944.671387
	Iteration 3F: 3 clusters Score -366609.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -366786.937500 Penalty: 3944.671387
	Iteration 4F: 3 clusters Score -366786.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -366940.656250 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -366940.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -367027.125000 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -367027.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -367102.531250 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -367102.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -367156.312500 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -367156.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -367199.531250 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -367199.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -367243.718750 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -367243.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -367284.125000 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -367284.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -367313.531250 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -367313.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -367336.250000 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -367336.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -367359.937500 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -367359.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -367388.718750 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -367388.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -367408.218750 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -367408.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -367420.781250 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -367420.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -367430.656250 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -367430.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -367438.593750 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -367438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -367442.906250 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -367442.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -367444.968750 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -367445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -367446.781250 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -367446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -367447.625000 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -367447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -367448.156250 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -367448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -367448.375000 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -367448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -367449.437500 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -367449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -367450.500000 Penalty: 3944.671387
	Iteration 27Q: 3 clusters Score -367450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -367450.812500 Penalty: 3944.671387
	Iteration 28Q: 3 clusters Score -367450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -367450.812500 Penalty: 3944.671387
	Iteration 29F: 3 clusters Score -367450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Entering Unmasked Estep 
Score: -6407736.000000 Penalty: 2631.015381
	Iteration 0F: 2 clusters Score -6407736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -6380184.500000 Penalty: 5262.030762
	Iteration 0F: 3 clusters Score -6380184 nChanged 18508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -6390541.000000 Penalty: 5262.030762
	Iteration 1F: 3 clusters Score -6390541 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -6391065.500000 Penalty: 5262.030762
	Iteration 2Q: 3 clusters Score -6391066 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -6391506.000000 Penalty: 5262.030762
	Iteration 3Q: 3 clusters Score -6391506 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -6392022.000000 Penalty: 5262.030762
	Iteration 4Q: 3 clusters Score -6392022 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6392625.000000 Penalty: 5262.030762
	Iteration 5Q: 3 clusters Score -6392625 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -6393457.500000 Penalty: 5262.030762
	Iteration 6Q: 3 clusters Score -6393458 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -6394505.000000 Penalty: 5262.030762
	Iteration 7Q: 3 clusters Score -6394505 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -6395841.000000 Penalty: 5262.030762
	Iteration 8F: 3 clusters Score -6395841 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -6397387.000000 Penalty: 5262.030762
	Iteration 9F: 3 clusters Score -6397387 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -6399100.500000 Penalty: 5262.030762
	Iteration 10F: 3 clusters Score -6399100 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -6400608.500000 Penalty: 5262.030762
	Iteration 11Q: 3 clusters Score -6400608 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -6401707.500000 Penalty: 5262.030762
	Iteration 12Q: 3 clusters Score -6401708 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -6402344.000000 Penalty: 5262.030762
	Iteration 13Q: 3 clusters Score -6402344 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6402773.500000 Penalty: 5262.030762
	Iteration 14Q: 3 clusters Score -6402774 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -6403022.500000 Penalty: 5262.030762
	Iteration 15Q: 3 clusters Score -6403022 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -6403218.000000 Penalty: 5262.030762
	Iteration 16Q: 3 clusters Score -6403218 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -6403389.000000 Penalty: 5262.030762
	Iteration 17Q: 3 clusters Score -6403389 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -6403545.000000 Penalty: 5262.030762
	Iteration 18Q: 3 clusters Score -6403545 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6403696.500000 Penalty: 5262.030762
	Iteration 19Q: 3 clusters Score -6403696 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6403845.500000 Penalty: 5262.030762
	Iteration 20F: 3 clusters Score -6403846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -6403966.500000 Penalty: 5262.030762
	Iteration 21Q: 3 clusters Score -6403966 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6404051.500000 Penalty: 5262.030762
	Iteration 22Q: 3 clusters Score -6404052 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -6404145.500000 Penalty: 5262.030762
	Iteration 23Q: 3 clusters Score -6404146 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6404222.000000 Penalty: 5262.030762
	Iteration 24Q: 3 clusters Score -6404222 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -6404308.000000 Penalty: 5262.030762
	Iteration 25Q: 3 clusters Score -6404308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -6404379.000000 Penalty: 5262.030762
	Iteration 26Q: 3 clusters Score -6404379 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6404434.000000 Penalty: 5262.030762
	Iteration 27Q: 3 clusters Score -6404434 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6404477.500000 Penalty: 5262.030762
	Iteration 28Q: 3 clusters Score -6404478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -6404509.500000 Penalty: 5262.030762
	Iteration 29Q: 3 clusters Score -6404510 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6404540.000000 Penalty: 5262.030762
	Iteration 30Q: 3 clusters Score -6404540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -6404603.000000 Penalty: 5262.030762
	Iteration 31Q: 3 clusters Score -6404603 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6404644.500000 Penalty: 5262.030762
	Iteration 32Q: 3 clusters Score -6404644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6404667.500000 Penalty: 5262.030762
	Iteration 33Q: 3 clusters Score -6404668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6404704.500000 Penalty: 5262.030762
	Iteration 34Q: 3 clusters Score -6404704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6404726.500000 Penalty: 5262.030762
	Iteration 35Q: 3 clusters Score -6404726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6404778.500000 Penalty: 5262.030762
	Iteration 36Q: 3 clusters Score -6404778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6404808.500000 Penalty: 5262.030762
	Iteration 37Q: 3 clusters Score -6404808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6404821.000000 Penalty: 5262.030762
	Iteration 38Q: 3 clusters Score -6404821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6404843.500000 Penalty: 5262.030762
	Iteration 39Q: 3 clusters Score -6404844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6404859.000000 Penalty: 5262.030762
	Iteration 40F: 3 clusters Score -6404859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6404859.000000 Penalty: 5262.030762
	Iteration 41Q: 3 clusters Score -6404859 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6404886.500000 Penalty: 5262.030762
	Iteration 42Q: 3 clusters Score -6404886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6404897.500000 Penalty: 5262.030762
	Iteration 43Q: 3 clusters Score -6404898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6404917.000000 Penalty: 5262.030762
	Iteration 44Q: 3 clusters Score -6404917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6404926.500000 Penalty: 5262.030762
	Iteration 45Q: 3 clusters Score -6404926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6404933.500000 Penalty: 5262.030762
	Iteration 46Q: 3 clusters Score -6404934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6404947.500000 Penalty: 5262.030762
	Iteration 47Q: 3 clusters Score -6404948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6404964.000000 Penalty: 5262.030762
	Iteration 48Q: 3 clusters Score -6404964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6404975.500000 Penalty: 5262.030762
	Iteration 49Q: 3 clusters Score -6404976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6404990.500000 Penalty: 5262.030762
	Iteration 50Q: 3 clusters Score -6404990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -6404993.000000 Penalty: 5262.030762
	Iteration 51Q: 3 clusters Score -6404993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6405017.000000 Penalty: 5262.030762
	Iteration 52Q: 3 clusters Score -6405017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6405035.500000 Penalty: 5262.030762
	Iteration 53Q: 3 clusters Score -6405036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6405029.000000 Penalty: 5262.030762
	Iteration 54Q: 3 clusters Score -6405029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6405055.000000 Penalty: 5262.030762
	Iteration 55Q: 3 clusters Score -6405055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6405083.500000 Penalty: 5262.030762
	Iteration 56Q: 3 clusters Score -6405084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6405124.500000 Penalty: 5262.030762
	Iteration 57Q: 3 clusters Score -6405124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6405146.000000 Penalty: 5262.030762
	Iteration 58Q: 3 clusters Score -6405146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6405151.500000 Penalty: 5262.030762
	Iteration 59Q: 3 clusters Score -6405152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6405169.500000 Penalty: 5262.030762
	Iteration 60F: 3 clusters Score -6405170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6405183.500000 Penalty: 5262.030762
	Iteration 61Q: 3 clusters Score -6405184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6405204.000000 Penalty: 5262.030762
	Iteration 62Q: 3 clusters Score -6405204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6405219.000000 Penalty: 5262.030762
	Iteration 63Q: 3 clusters Score -6405219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6405226.500000 Penalty: 5262.030762
	Iteration 64Q: 3 clusters Score -6405226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6405227.000000 Penalty: 5262.030762
	Iteration 65Q: 3 clusters Score -6405227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6405225.000000 Penalty: 5262.030762
	Iteration 66Q: 3 clusters Score -6405225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6405245.000000 Penalty: 5262.030762
	Iteration 67Q: 3 clusters Score -6405245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6405253.500000 Penalty: 5262.030762
	Iteration 68Q: 3 clusters Score -6405254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6405253.000000 Penalty: 5262.030762
	Iteration 69Q: 3 clusters Score -6405253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6405260.000000 Penalty: 5262.030762
	Iteration 70Q: 3 clusters Score -6405260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6405257.500000 Penalty: 5262.030762
	Iteration 71Q: 3 clusters Score -6405258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6405265.000000 Penalty: 5262.030762
	Iteration 72Q: 3 clusters Score -6405265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6405271.000000 Penalty: 5262.030762
	Iteration 73Q: 3 clusters Score -6405271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6405274.000000 Penalty: 5262.030762
	Iteration 74Q: 3 clusters Score -6405274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -6405279.500000 Penalty: 5262.030762
	Iteration 75Q: 3 clusters Score -6405280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6405277.000000 Penalty: 5262.030762
	Iteration 76Q: 3 clusters Score -6405277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6405278.500000 Penalty: 5262.030762
	Iteration 77Q: 3 clusters Score -6405278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6405283.000000 Penalty: 5262.030762
	Iteration 78Q: 3 clusters Score -6405283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6405288.000000 Penalty: 5262.030762
	Iteration 79Q: 3 clusters Score -6405288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6405293.500000 Penalty: 5262.030762
	Iteration 80F: 3 clusters Score -6405294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6405289.500000 Penalty: 5262.030762
	Iteration 81Q: 3 clusters Score -6405290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6405288.000000 Penalty: 5262.030762
	Iteration 82Q: 3 clusters Score -6405288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6405288.500000 Penalty: 5262.030762
	Iteration 83Q: 3 clusters Score -6405288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6405287.000000 Penalty: 5262.030762
	Iteration 84Q: 3 clusters Score -6405287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6405294.500000 Penalty: 5262.030762
	Iteration 85Q: 3 clusters Score -6405294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6405292.500000 Penalty: 5262.030762
	Iteration 86Q: 3 clusters Score -6405292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6405299.000000 Penalty: 5262.030762
	Iteration 87Q: 3 clusters Score -6405299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6405299.000000 Penalty: 5262.030762
	Iteration 88F: 3 clusters Score -6405299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Entering Unmasked Estep 
Score: -2811867.000000 Penalty: 2432.007324
	Iteration 0F: 2 clusters Score -2811867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2799005.750000 Penalty: 4864.014648
	Iteration 0F: 3 clusters Score -2799006 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2803493.500000 Penalty: 4864.014648
	Iteration 1F: 3 clusters Score -2803494 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2804323.000000 Penalty: 4864.014648
	Iteration 2F: 3 clusters Score -2804323 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2805342.750000 Penalty: 4864.014648
	Iteration 3F: 3 clusters Score -2805343 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2806281.750000 Penalty: 4864.014648
	Iteration 4F: 3 clusters Score -2806282 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2807071.000000 Penalty: 4864.014648
	Iteration 5F: 3 clusters Score -2807071 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2807611.000000 Penalty: 4864.014648
	Iteration 6F: 3 clusters Score -2807611 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2807941.250000 Penalty: 4864.014648
	Iteration 7Q: 3 clusters Score -2807941 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2808160.500000 Penalty: 4864.014648
	Iteration 8Q: 3 clusters Score -2808160 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2808300.500000 Penalty: 4864.014648
	Iteration 9Q: 3 clusters Score -2808300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2808384.250000 Penalty: 4864.014648
	Iteration 10Q: 3 clusters Score -2808384 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2808456.500000 Penalty: 4864.014648
	Iteration 11Q: 3 clusters Score -2808456 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2808506.250000 Penalty: 4864.014648
	Iteration 12Q: 3 clusters Score -2808506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2808541.500000 Penalty: 4864.014648
	Iteration 13Q: 3 clusters Score -2808542 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2808567.250000 Penalty: 4864.014648
	Iteration 14Q: 3 clusters Score -2808567 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2808603.250000 Penalty: 4864.014648
	Iteration 15Q: 3 clusters Score -2808603 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2808635.500000 Penalty: 4864.014648
	Iteration 16Q: 3 clusters Score -2808636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2808674.500000 Penalty: 4864.014648
	Iteration 17Q: 3 clusters Score -2808674 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2808701.750000 Penalty: 4864.014648
	Iteration 18Q: 3 clusters Score -2808702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2808726.500000 Penalty: 4864.014648
	Iteration 19Q: 3 clusters Score -2808726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2808769.750000 Penalty: 4864.014648
	Iteration 20F: 3 clusters Score -2808770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2808798.750000 Penalty: 4864.014648
	Iteration 21Q: 3 clusters Score -2808799 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2808835.750000 Penalty: 4864.014648
	Iteration 22Q: 3 clusters Score -2808836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2808877.750000 Penalty: 4864.014648
	Iteration 23Q: 3 clusters Score -2808878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2808926.750000 Penalty: 4864.014648
	Iteration 24Q: 3 clusters Score -2808927 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2808966.500000 Penalty: 4864.014648
	Iteration 25Q: 3 clusters Score -2808966 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2808992.500000 Penalty: 4864.014648
	Iteration 26Q: 3 clusters Score -2808992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2809057.250000 Penalty: 4864.014648
	Iteration 27Q: 3 clusters Score -2809057 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2809086.750000 Penalty: 4864.014648
	Iteration 28Q: 3 clusters Score -2809087 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2809137.250000 Penalty: 4864.014648
	Iteration 29Q: 3 clusters Score -2809137 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2809193.250000 Penalty: 4864.014648
	Iteration 30Q: 3 clusters Score -2809193 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2809259.250000 Penalty: 4864.014648
	Iteration 31Q: 3 clusters Score -2809259 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2809323.250000 Penalty: 4864.014648
	Iteration 32Q: 3 clusters Score -2809323 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2809403.000000 Penalty: 4864.014648
	Iteration 33Q: 3 clusters Score -2809403 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2809480.500000 Penalty: 4864.014648
	Iteration 34Q: 3 clusters Score -2809480 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2809570.000000 Penalty: 4864.014648
	Iteration 35Q: 3 clusters Score -2809570 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2809649.750000 Penalty: 4864.014648
	Iteration 36Q: 3 clusters Score -2809650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2809748.750000 Penalty: 4864.014648
	Iteration 37Q: 3 clusters Score -2809749 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2809875.000000 Penalty: 4864.014648
	Iteration 38Q: 3 clusters Score -2809875 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2810038.250000 Penalty: 4864.014648
	Iteration 39Q: 3 clusters Score -2810038 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2810177.250000 Penalty: 4864.014648
	Iteration 40F: 3 clusters Score -2810177 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2810310.250000 Penalty: 4864.014648
	Iteration 41Q: 3 clusters Score -2810310 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2810406.500000 Penalty: 4864.014648
	Iteration 42Q: 3 clusters Score -2810406 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2810481.750000 Penalty: 4864.014648
	Iteration 43Q: 3 clusters Score -2810482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2810570.000000 Penalty: 4864.014648
	Iteration 44Q: 3 clusters Score -2810570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2810628.500000 Penalty: 4864.014648
	Iteration 45Q: 3 clusters Score -2810628 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2810673.500000 Penalty: 4864.014648
	Iteration 46Q: 3 clusters Score -2810674 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2810713.500000 Penalty: 4864.014648
	Iteration 47Q: 3 clusters Score -2810714 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2810771.000000 Penalty: 4864.014648
	Iteration 48Q: 3 clusters Score -2810771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2810824.500000 Penalty: 4864.014648
	Iteration 49Q: 3 clusters Score -2810824 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2810893.000000 Penalty: 4864.014648
	Iteration 50Q: 3 clusters Score -2810893 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2810967.250000 Penalty: 4864.014648
	Iteration 51Q: 3 clusters Score -2810967 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2811044.000000 Penalty: 4864.014648
	Iteration 52Q: 3 clusters Score -2811044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2811119.750000 Penalty: 4864.014648
	Iteration 53Q: 3 clusters Score -2811120 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2811215.750000 Penalty: 4864.014648
	Iteration 54Q: 3 clusters Score -2811216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2811315.750000 Penalty: 4864.014648
	Iteration 55Q: 3 clusters Score -2811316 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2811403.250000 Penalty: 4864.014648
	Iteration 56Q: 3 clusters Score -2811403 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2811481.250000 Penalty: 4864.014648
	Iteration 57Q: 3 clusters Score -2811481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2811537.000000 Penalty: 4864.014648
	Iteration 58Q: 3 clusters Score -2811537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2811589.750000 Penalty: 4864.014648
	Iteration 59Q: 3 clusters Score -2811590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2811646.250000 Penalty: 4864.014648
	Iteration 60F: 3 clusters Score -2811646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2811677.000000 Penalty: 4864.014648
	Iteration 61Q: 3 clusters Score -2811677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2811710.000000 Penalty: 4864.014648
	Iteration 62Q: 3 clusters Score -2811710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2811736.750000 Penalty: 4864.014648
	Iteration 63Q: 3 clusters Score -2811737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2811757.250000 Penalty: 4864.014648
	Iteration 64Q: 3 clusters Score -2811757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2811769.750000 Penalty: 4864.014648
	Iteration 65Q: 3 clusters Score -2811770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2811774.500000 Penalty: 4864.014648
	Iteration 66Q: 3 clusters Score -2811774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2811781.750000 Penalty: 4864.014648
	Iteration 67Q: 3 clusters Score -2811782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2811790.250000 Penalty: 4864.014648
	Iteration 68Q: 3 clusters Score -2811790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2811799.750000 Penalty: 4864.014648
	Iteration 69Q: 3 clusters Score -2811800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2811801.500000 Penalty: 4864.014648
	Iteration 70Q: 3 clusters Score -2811802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2811807.250000 Penalty: 4864.014648
	Iteration 71Q: 3 clusters Score -2811807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2811807.000000 Penalty: 4864.014648
	Iteration 72Q: 3 clusters Score -2811807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2811808.500000 Penalty: 4864.014648
	Iteration 73Q: 3 clusters Score -2811808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2811806.750000 Penalty: 4864.014648
	Iteration 74Q: 3 clusters Score -2811807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2811807.250000 Penalty: 4864.014648
	Iteration 75Q: 3 clusters Score -2811807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2811807.250000 Penalty: 4864.014648
	Iteration 76F: 3 clusters Score -2811807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Entering Unmasked Estep 
Score: -16706208.000000 Penalty: 2866.496582
	Iteration 0F: 2 clusters Score -1.670621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -16645261.000000 Penalty: 5732.993164
	Iteration 0F: 3 clusters Score -1.664526e+07 nChanged 49585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -16673671.000000 Penalty: 5732.993164
	Iteration 1F: 3 clusters Score -1.667367e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -16674265.000000 Penalty: 5732.993164
	Iteration 2Q: 3 clusters Score -1.667426e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -16675120.000000 Penalty: 5732.993164
	Iteration 3Q: 3 clusters Score -1.667512e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -16676207.000000 Penalty: 5732.993164
	Iteration 4Q: 3 clusters Score -1.667621e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -16678397.000000 Penalty: 5732.993164
	Iteration 5Q: 3 clusters Score -1.66784e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -16682398.000000 Penalty: 5732.993164
	Iteration 6F: 3 clusters Score -1.66824e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -16688110.000000 Penalty: 5732.993164
	Iteration 7F: 3 clusters Score -1.668811e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -16693772.000000 Penalty: 5732.993164
	Iteration 8F: 3 clusters Score -1.669377e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -16698081.000000 Penalty: 5732.993164
	Iteration 9F: 3 clusters Score -1.669808e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -16700698.000000 Penalty: 5732.993164
	Iteration 10Q: 3 clusters Score -1.67007e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -16702152.000000 Penalty: 5732.993164
	Iteration 11Q: 3 clusters Score -1.670215e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -16702924.000000 Penalty: 5732.993164
	Iteration 12Q: 3 clusters Score -1.670292e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -16703284.000000 Penalty: 5732.993164
	Iteration 13Q: 3 clusters Score -1.670328e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -16703417.000000 Penalty: 5732.993164
	Iteration 14Q: 3 clusters Score -1.670342e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -16703545.000000 Penalty: 5732.993164
	Iteration 15Q: 3 clusters Score -1.670354e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -16703586.000000 Penalty: 5732.993164
	Iteration 16Q: 3 clusters Score -1.670359e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -16703657.000000 Penalty: 5732.993164
	Iteration 17Q: 3 clusters Score -1.670366e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -16703667.000000 Penalty: 5732.993164
	Iteration 18Q: 3 clusters Score -1.670367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -16703706.000000 Penalty: 5732.993164
	Iteration 19Q: 3 clusters Score -1.670371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -16703721.000000 Penalty: 5732.993164
	Iteration 20F: 3 clusters Score -1.670372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -16703740.000000 Penalty: 5732.993164
	Iteration 21Q: 3 clusters Score -1.670374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 103841 members 
Entering Unmasked Estep 
Score: -16703762.000000 Penalty: 5732.993164
	Iteration 22Q: 3 clusters Score -1.670376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -16703780.000000 Penalty: 5732.993164
	Iteration 23Q: 3 clusters Score -1.670378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -16703791.000000 Penalty: 5732.993164
	Iteration 24Q: 3 clusters Score -1.670379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -16703844.000000 Penalty: 5732.993164
	Iteration 25Q: 3 clusters Score -1.670384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -16703848.000000 Penalty: 5732.993164
	Iteration 26Q: 3 clusters Score -1.670385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -16703830.000000 Penalty: 5732.993164
	Iteration 27Q: 3 clusters Score -1.670383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -16703844.000000 Penalty: 5732.993164
	Iteration 28Q: 3 clusters Score -1.670384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -16703853.000000 Penalty: 5732.993164
	Iteration 29Q: 3 clusters Score -1.670385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -16703859.000000 Penalty: 5732.993164
	Iteration 30Q: 3 clusters Score -1.670386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -16703870.000000 Penalty: 5732.993164
	Iteration 31Q: 3 clusters Score -1.670387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -16703864.000000 Penalty: 5732.993164
	Iteration 32Q: 3 clusters Score -1.670386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -16703864.000000 Penalty: 5732.993164
	Iteration 33Q: 3 clusters Score -1.670386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -16703868.000000 Penalty: 5732.993164
	Iteration 34Q: 3 clusters Score -1.670387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -16703870.000000 Penalty: 5732.993164
	Iteration 35Q: 3 clusters Score -1.670387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -16703869.000000 Penalty: 5732.993164
	Iteration 36Q: 3 clusters Score -1.670387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -16703877.000000 Penalty: 5732.993164
	Iteration 37Q: 3 clusters Score -1.670388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -16703870.000000 Penalty: 5732.993164
	Iteration 38Q: 3 clusters Score -1.670387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -16703876.000000 Penalty: 5732.993164
	Iteration 39Q: 3 clusters Score -1.670388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 103958 members 
Entering Unmasked Estep 
Score: -16703872.000000 Penalty: 5732.993164
	Iteration 40F: 3 clusters Score -1.670387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -16703874.000000 Penalty: 5732.993164
	Iteration 41Q: 3 clusters Score -1.670387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -16703874.000000 Penalty: 5732.993164
	Iteration 42F: 3 clusters Score -1.670387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -1153730.750000 Penalty: 2210.793945
	Iteration 0F: 2 clusters Score -1153731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1147625.500000 Penalty: 4421.587891
	Iteration 0F: 3 clusters Score -1147626 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1149290.625000 Penalty: 4421.587891
	Iteration 1F: 3 clusters Score -1149291 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1149569.000000 Penalty: 4421.587891
	Iteration 2F: 3 clusters Score -1149569 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1149735.125000 Penalty: 4421.587891
	Iteration 3Q: 3 clusters Score -1149735 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1149851.000000 Penalty: 4421.587891
	Iteration 4Q: 3 clusters Score -1149851 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1149953.875000 Penalty: 4421.587891
	Iteration 5Q: 3 clusters Score -1149954 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1150042.625000 Penalty: 4421.587891
	Iteration 6Q: 3 clusters Score -1150043 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1150136.875000 Penalty: 4421.587891
	Iteration 7Q: 3 clusters Score -1150137 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1150249.750000 Penalty: 4421.587891
	Iteration 8Q: 3 clusters Score -1150250 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1150419.250000 Penalty: 4421.587891
	Iteration 9Q: 3 clusters Score -1150419 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1150626.750000 Penalty: 4421.587891
	Iteration 10Q: 3 clusters Score -1150627 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1150845.375000 Penalty: 4421.587891
	Iteration 11Q: 3 clusters Score -1150845 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1151064.250000 Penalty: 4421.587891
	Iteration 12Q: 3 clusters Score -1151064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1151289.250000 Penalty: 4421.587891
	Iteration 13Q: 3 clusters Score -1151289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1151491.750000 Penalty: 4421.587891
	Iteration 14Q: 3 clusters Score -1151492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1151629.500000 Penalty: 4421.587891
	Iteration 15Q: 3 clusters Score -1151630 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1151747.000000 Penalty: 4421.587891
	Iteration 16Q: 3 clusters Score -1151747 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1151838.500000 Penalty: 4421.587891
	Iteration 17Q: 3 clusters Score -1151838 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1151900.250000 Penalty: 4421.587891
	Iteration 18Q: 3 clusters Score -1151900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1151939.625000 Penalty: 4421.587891
	Iteration 19Q: 3 clusters Score -1151940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1151970.625000 Penalty: 4421.587891
	Iteration 20F: 3 clusters Score -1151971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1151992.500000 Penalty: 4421.587891
	Iteration 21Q: 3 clusters Score -1151992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1152006.125000 Penalty: 4421.587891
	Iteration 22Q: 3 clusters Score -1152006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1152016.000000 Penalty: 4421.587891
	Iteration 23Q: 3 clusters Score -1152016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1152026.000000 Penalty: 4421.587891
	Iteration 24Q: 3 clusters Score -1152026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1152030.250000 Penalty: 4421.587891
	Iteration 25Q: 3 clusters Score -1152030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1152036.000000 Penalty: 4421.587891
	Iteration 26Q: 3 clusters Score -1152036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1152041.500000 Penalty: 4421.587891
	Iteration 27Q: 3 clusters Score -1152042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1152044.500000 Penalty: 4421.587891
	Iteration 28Q: 3 clusters Score -1152044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1152049.250000 Penalty: 4421.587891
	Iteration 29Q: 3 clusters Score -1152049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1152052.750000 Penalty: 4421.587891
	Iteration 30Q: 3 clusters Score -1152053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1152052.250000 Penalty: 4421.587891
	Iteration 31Q: 3 clusters Score -1152052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1152060.625000 Penalty: 4421.587891
	Iteration 32Q: 3 clusters Score -1152061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1152061.875000 Penalty: 4421.587891
	Iteration 33Q: 3 clusters Score -1152062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1152064.000000 Penalty: 4421.587891
	Iteration 34Q: 3 clusters Score -1152064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1152063.625000 Penalty: 4421.587891
	Iteration 35Q: 3 clusters Score -1152064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1152067.375000 Penalty: 4421.587891
	Iteration 36Q: 3 clusters Score -1152067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1152070.750000 Penalty: 4421.587891
	Iteration 37Q: 3 clusters Score -1152071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1152069.375000 Penalty: 4421.587891
	Iteration 38Q: 3 clusters Score -1152069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1152070.375000 Penalty: 4421.587891
	Iteration 39Q: 3 clusters Score -1152070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1152070.625000 Penalty: 4421.587891
	Iteration 40F: 3 clusters Score -1152071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1152072.000000 Penalty: 4421.587891
	Iteration 41Q: 3 clusters Score -1152072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1152072.000000 Penalty: 4421.587891
	Iteration 42F: 3 clusters Score -1152072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -1788271.000000 Penalty: 2319.750977
	Iteration 0F: 2 clusters Score -1788271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1779655.375000 Penalty: 4639.501953
	Iteration 0F: 3 clusters Score -1779655 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1782313.125000 Penalty: 4639.501953
	Iteration 1F: 3 clusters Score -1782313 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1782885.000000 Penalty: 4639.501953
	Iteration 2F: 3 clusters Score -1782885 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1783502.250000 Penalty: 4639.501953
	Iteration 3F: 3 clusters Score -1783502 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1784203.125000 Penalty: 4639.501953
	Iteration 4F: 3 clusters Score -1784203 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1785009.250000 Penalty: 4639.501953
	Iteration 5F: 3 clusters Score -1785009 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1785809.625000 Penalty: 4639.501953
	Iteration 6F: 3 clusters Score -1785810 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1786453.125000 Penalty: 4639.501953
	Iteration 7F: 3 clusters Score -1786453 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1786844.000000 Penalty: 4639.501953
	Iteration 8Q: 3 clusters Score -1786844 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1787048.500000 Penalty: 4639.501953
	Iteration 9Q: 3 clusters Score -1787048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1787179.250000 Penalty: 4639.501953
	Iteration 10Q: 3 clusters Score -1787179 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1787237.875000 Penalty: 4639.501953
	Iteration 11Q: 3 clusters Score -1787238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1787283.500000 Penalty: 4639.501953
	Iteration 12Q: 3 clusters Score -1787284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1787313.000000 Penalty: 4639.501953
	Iteration 13Q: 3 clusters Score -1787313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1787334.625000 Penalty: 4639.501953
	Iteration 14Q: 3 clusters Score -1787335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1787346.250000 Penalty: 4639.501953
	Iteration 15Q: 3 clusters Score -1787346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1787354.125000 Penalty: 4639.501953
	Iteration 16Q: 3 clusters Score -1787354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1787359.125000 Penalty: 4639.501953
	Iteration 17Q: 3 clusters Score -1787359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1787362.250000 Penalty: 4639.501953
	Iteration 18Q: 3 clusters Score -1787362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1787363.875000 Penalty: 4639.501953
	Iteration 19Q: 3 clusters Score -1787364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1787372.125000 Penalty: 4639.501953
	Iteration 20F: 3 clusters Score -1787372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1787375.500000 Penalty: 4639.501953
	Iteration 21Q: 3 clusters Score -1787376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1787376.000000 Penalty: 4639.501953
	Iteration 22Q: 3 clusters Score -1787376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1787378.125000 Penalty: 4639.501953
	Iteration 23Q: 3 clusters Score -1787378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1787376.750000 Penalty: 4639.501953
	Iteration 24Q: 3 clusters Score -1787377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1787377.250000 Penalty: 4639.501953
	Iteration 25Q: 3 clusters Score -1787377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1787377.375000 Penalty: 4639.501953
	Iteration 26Q: 3 clusters Score -1787377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1787378.375000 Penalty: 4639.501953
	Iteration 27Q: 3 clusters Score -1787378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1787379.500000 Penalty: 4639.501953
	Iteration 28Q: 3 clusters Score -1787380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1787381.625000 Penalty: 4639.501953
	Iteration 29Q: 3 clusters Score -1787382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1787386.750000 Penalty: 4639.501953
	Iteration 30Q: 3 clusters Score -1787387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1787385.125000 Penalty: 4639.501953
	Iteration 31Q: 3 clusters Score -1787385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1787386.750000 Penalty: 4639.501953
	Iteration 32Q: 3 clusters Score -1787387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1787386.750000 Penalty: 4639.501953
	Iteration 33F: 3 clusters Score -1787387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -449664.531250 Penalty: 1973.293091
	Iteration 0F: 2 clusters Score -449664.5 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 1423 members 
Entering Unmasked Estep 
Score: -446515.312500 Penalty: 3946.586182
	Iteration 0F: 3 clusters Score -446515.3 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -447143.593750 Penalty: 3946.586182
	Iteration 1F: 3 clusters Score -447143.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -447333.687500 Penalty: 3946.586182
	Iteration 2F: 3 clusters Score -447333.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -447454.437500 Penalty: 3946.586182
	Iteration 3F: 3 clusters Score -447454.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -447528.218750 Penalty: 3946.586182
	Iteration 4Q: 3 clusters Score -447528.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -447596.437500 Penalty: 3946.586182
	Iteration 5Q: 3 clusters Score -447596.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -447648.937500 Penalty: 3946.586182
	Iteration 6Q: 3 clusters Score -447648.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -447705.093750 Penalty: 3946.586182
	Iteration 7Q: 3 clusters Score -447705.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -447761.500000 Penalty: 3946.586182
	Iteration 8Q: 3 clusters Score -447761.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -447818.906250 Penalty: 3946.586182
	Iteration 9Q: 3 clusters Score -447818.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -447873.687500 Penalty: 3946.586182
	Iteration 10Q: 3 clusters Score -447873.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -447922.343750 Penalty: 3946.586182
	Iteration 11Q: 3 clusters Score -447922.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -447960.500000 Penalty: 3946.586182
	Iteration 12Q: 3 clusters Score -447960.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -448007.843750 Penalty: 3946.586182
	Iteration 13Q: 3 clusters Score -448007.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -448047.312500 Penalty: 3946.586182
	Iteration 14Q: 3 clusters Score -448047.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -448091.093750 Penalty: 3946.586182
	Iteration 15Q: 3 clusters Score -448091.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -448120.000000 Penalty: 3946.586182
	Iteration 16Q: 3 clusters Score -448120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -448141.656250 Penalty: 3946.586182
	Iteration 17Q: 3 clusters Score -448141.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -448158.468750 Penalty: 3946.586182
	Iteration 18Q: 3 clusters Score -448158.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -448172.562500 Penalty: 3946.586182
	Iteration 19Q: 3 clusters Score -448172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -448178.531250 Penalty: 3946.586182
	Iteration 20F: 3 clusters Score -448178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -448183.750000 Penalty: 3946.586182
	Iteration 21Q: 3 clusters Score -448183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -448190.625000 Penalty: 3946.586182
	Iteration 22Q: 3 clusters Score -448190.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -448195.593750 Penalty: 3946.586182
	Iteration 23Q: 3 clusters Score -448195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -448198.812500 Penalty: 3946.586182
	Iteration 24Q: 3 clusters Score -448198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -448202.625000 Penalty: 3946.586182
	Iteration 25Q: 3 clusters Score -448202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -448205.062500 Penalty: 3946.586182
	Iteration 26Q: 3 clusters Score -448205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -448205.812500 Penalty: 3946.586182
	Iteration 27Q: 3 clusters Score -448205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -448205.812500 Penalty: 3946.586182
	Iteration 28F: 3 clusters Score -448205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Entering Unmasked Estep 
Score: -698467.437500 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -698467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -694215.562500 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -694215.6 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -695181.375000 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -695181.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -695413.750000 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -695413.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -695553.000000 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -695553 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -695660.437500 Penalty: 4173.369629
	Iteration 4Q: 3 clusters Score -695660.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -695738.125000 Penalty: 4173.369629
	Iteration 5Q: 3 clusters Score -695738.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -695801.187500 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -695801.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -695853.500000 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -695853.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -695917.812500 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -695917.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -696004.187500 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -696004.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -696099.125000 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -696099.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -696203.687500 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -696203.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -696331.812500 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -696331.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -696445.062500 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -696445.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -696550.875000 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -696550.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -696662.375000 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -696662.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -696747.062500 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -696747.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -696816.375000 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -696816.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -696865.500000 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -696865.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -696905.562500 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -696905.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -696933.687500 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -696933.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -696976.437500 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -696976.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -697051.250000 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -697051.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -697234.187500 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -697234.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -697635.125000 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -697635.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -698203.875000 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -698203.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -698536.437500 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -698536.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -698817.000000 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -698817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -699021.750000 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -699021.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -699137.125000 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -699137.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -699233.125000 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -699233.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -699284.062500 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -699284.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -699310.875000 Penalty: 4173.369629
	Iteration 32Q: 3 clusters Score -699310.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -699329.437500 Penalty: 4173.369629
	Iteration 33Q: 3 clusters Score -699329.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -699346.125000 Penalty: 4173.369629
	Iteration 34Q: 3 clusters Score -699346.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -699363.687500 Penalty: 4173.369629
	Iteration 35Q: 3 clusters Score -699363.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -699373.312500 Penalty: 4173.369629
	Iteration 36Q: 3 clusters Score -699373.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -699375.187500 Penalty: 4173.369629
	Iteration 37Q: 3 clusters Score -699375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -699376.187500 Penalty: 4173.369629
	Iteration 38Q: 3 clusters Score -699376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -699376.187500 Penalty: 4173.369629
	Iteration 39F: 3 clusters Score -699376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 56617 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4644 members 
Mstep: Class 64 contains 2931 members 
Entering Unmasked Estep 
Score: -151876992.000000 Penalty: 219266.734375
Splitting cluster 14 changes total score from -151877216.000000 to -151876992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Entering Unmasked Estep 
Score: -729535.000000 Penalty: 2107.456055
	Iteration 0F: 2 clusters Score -729535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -725072.500000 Penalty: 4214.912109
	Iteration 0F: 3 clusters Score -725072.5 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -726227.500000 Penalty: 4214.912109
	Iteration 1F: 3 clusters Score -726227.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -726500.562500 Penalty: 4214.912109
	Iteration 2F: 3 clusters Score -726500.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -726734.062500 Penalty: 4214.912109
	Iteration 3F: 3 clusters Score -726734.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -726993.125000 Penalty: 4214.912109
	Iteration 4F: 3 clusters Score -726993.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -727324.625000 Penalty: 4214.912109
	Iteration 5F: 3 clusters Score -727324.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -727721.062500 Penalty: 4214.912109
	Iteration 6F: 3 clusters Score -727721.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -728227.625000 Penalty: 4214.912109
	Iteration 7F: 3 clusters Score -728227.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -728846.687500 Penalty: 4214.912109
	Iteration 8F: 3 clusters Score -728846.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -729343.687500 Penalty: 4214.912109
	Iteration 9F: 3 clusters Score -729343.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -729604.625000 Penalty: 4214.912109
	Iteration 10Q: 3 clusters Score -729604.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -729772.937500 Penalty: 4214.912109
	Iteration 11Q: 3 clusters Score -729772.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -729886.687500 Penalty: 4214.912109
	Iteration 12Q: 3 clusters Score -729886.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -729964.812500 Penalty: 4214.912109
	Iteration 13Q: 3 clusters Score -729964.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -730013.437500 Penalty: 4214.912109
	Iteration 14Q: 3 clusters Score -730013.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -730034.000000 Penalty: 4214.912109
	Iteration 15Q: 3 clusters Score -730034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -730045.375000 Penalty: 4214.912109
	Iteration 16Q: 3 clusters Score -730045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -730053.937500 Penalty: 4214.912109
	Iteration 17Q: 3 clusters Score -730053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -730061.812500 Penalty: 4214.912109
	Iteration 18Q: 3 clusters Score -730061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -730064.187500 Penalty: 4214.912109
	Iteration 19Q: 3 clusters Score -730064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -730070.187500 Penalty: 4214.912109
	Iteration 20F: 3 clusters Score -730070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -730074.062500 Penalty: 4214.912109
	Iteration 21Q: 3 clusters Score -730074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -730074.062500 Penalty: 4214.912109
	Iteration 22Q: 3 clusters Score -730074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -730074.187500 Penalty: 4214.912109
	Iteration 23Q: 3 clusters Score -730074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -730076.625000 Penalty: 4214.912109
	Iteration 24Q: 3 clusters Score -730076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -730076.500000 Penalty: 4214.912109
	Iteration 25Q: 3 clusters Score -730076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -730076.625000 Penalty: 4214.912109
	Iteration 26Q: 3 clusters Score -730076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -730076.625000 Penalty: 4214.912109
	Iteration 27F: 3 clusters Score -730076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 56617 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4644 members 
Mstep: Class 64 contains 2874 members 
Entering Unmasked Estep 
Score: -151876544.000000 Penalty: 219266.734375
Splitting cluster 15 changes total score from -151877216.000000 to -151876544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -72659.289062 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -72659.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71188.515625 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -71188.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71455.250000 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -71455.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71602.531250 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -71602.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71668.578125 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -71668.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71706.687500 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -71706.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71722.421875 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -71722.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71728.804688 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -71728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71732.093750 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -71732.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71737.437500 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -71737.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71738.632812 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -71738.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71738.632812 Penalty: 3098.068848
	Iteration 10F: 3 clusters Score -71738.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Entering Unmasked Estep 
Score: -1947042.000000 Penalty: 2360.584717
	Iteration 0F: 2 clusters Score -1947042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1937206.250000 Penalty: 4721.169434
	Iteration 0F: 3 clusters Score -1937206 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1940999.625000 Penalty: 4721.169434
	Iteration 1F: 3 clusters Score -1941000 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1942086.375000 Penalty: 4721.169434
	Iteration 2F: 3 clusters Score -1942086 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1943036.875000 Penalty: 4721.169434
	Iteration 3F: 3 clusters Score -1943037 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1943629.625000 Penalty: 4721.169434
	Iteration 4F: 3 clusters Score -1943630 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1944056.500000 Penalty: 4721.169434
	Iteration 5F: 3 clusters Score -1944056 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1944335.500000 Penalty: 4721.169434
	Iteration 6Q: 3 clusters Score -1944336 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1944514.250000 Penalty: 4721.169434
	Iteration 7Q: 3 clusters Score -1944514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1944644.375000 Penalty: 4721.169434
	Iteration 8Q: 3 clusters Score -1944644 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1944746.125000 Penalty: 4721.169434
	Iteration 9Q: 3 clusters Score -1944746 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1944809.875000 Penalty: 4721.169434
	Iteration 10Q: 3 clusters Score -1944810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1944855.500000 Penalty: 4721.169434
	Iteration 11Q: 3 clusters Score -1944856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1944895.375000 Penalty: 4721.169434
	Iteration 12Q: 3 clusters Score -1944895 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1944940.625000 Penalty: 4721.169434
	Iteration 13Q: 3 clusters Score -1944941 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1944966.750000 Penalty: 4721.169434
	Iteration 14Q: 3 clusters Score -1944967 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1944987.750000 Penalty: 4721.169434
	Iteration 15Q: 3 clusters Score -1944988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1945007.375000 Penalty: 4721.169434
	Iteration 16Q: 3 clusters Score -1945007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1945031.250000 Penalty: 4721.169434
	Iteration 17Q: 3 clusters Score -1945031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1945057.750000 Penalty: 4721.169434
	Iteration 18Q: 3 clusters Score -1945058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1945099.375000 Penalty: 4721.169434
	Iteration 19Q: 3 clusters Score -1945099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1945139.000000 Penalty: 4721.169434
	Iteration 20F: 3 clusters Score -1945139 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1945182.125000 Penalty: 4721.169434
	Iteration 21Q: 3 clusters Score -1945182 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1945236.750000 Penalty: 4721.169434
	Iteration 22Q: 3 clusters Score -1945237 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1945303.000000 Penalty: 4721.169434
	Iteration 23Q: 3 clusters Score -1945303 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1945377.875000 Penalty: 4721.169434
	Iteration 24Q: 3 clusters Score -1945378 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1945454.625000 Penalty: 4721.169434
	Iteration 25Q: 3 clusters Score -1945455 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1945503.250000 Penalty: 4721.169434
	Iteration 26Q: 3 clusters Score -1945503 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1945579.125000 Penalty: 4721.169434
	Iteration 27Q: 3 clusters Score -1945579 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1945652.625000 Penalty: 4721.169434
	Iteration 28Q: 3 clusters Score -1945653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1945738.500000 Penalty: 4721.169434
	Iteration 29Q: 3 clusters Score -1945738 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1945849.750000 Penalty: 4721.169434
	Iteration 30Q: 3 clusters Score -1945850 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1945972.875000 Penalty: 4721.169434
	Iteration 31Q: 3 clusters Score -1945973 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1946082.750000 Penalty: 4721.169434
	Iteration 32Q: 3 clusters Score -1946083 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1946165.750000 Penalty: 4721.169434
	Iteration 33Q: 3 clusters Score -1946166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1946235.875000 Penalty: 4721.169434
	Iteration 34Q: 3 clusters Score -1946236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1946291.000000 Penalty: 4721.169434
	Iteration 35Q: 3 clusters Score -1946291 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1946332.875000 Penalty: 4721.169434
	Iteration 36Q: 3 clusters Score -1946333 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1946375.125000 Penalty: 4721.169434
	Iteration 37Q: 3 clusters Score -1946375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1946414.750000 Penalty: 4721.169434
	Iteration 38Q: 3 clusters Score -1946415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1946451.625000 Penalty: 4721.169434
	Iteration 39Q: 3 clusters Score -1946452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1946491.250000 Penalty: 4721.169434
	Iteration 40F: 3 clusters Score -1946491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1946522.875000 Penalty: 4721.169434
	Iteration 41Q: 3 clusters Score -1946523 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1946566.750000 Penalty: 4721.169434
	Iteration 42Q: 3 clusters Score -1946567 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1946593.625000 Penalty: 4721.169434
	Iteration 43Q: 3 clusters Score -1946594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1946612.000000 Penalty: 4721.169434
	Iteration 44Q: 3 clusters Score -1946612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1946632.500000 Penalty: 4721.169434
	Iteration 45Q: 3 clusters Score -1946632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1946639.625000 Penalty: 4721.169434
	Iteration 46Q: 3 clusters Score -1946640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1946641.875000 Penalty: 4721.169434
	Iteration 47Q: 3 clusters Score -1946642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1946648.125000 Penalty: 4721.169434
	Iteration 48Q: 3 clusters Score -1946648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1946648.000000 Penalty: 4721.169434
	Iteration 49Q: 3 clusters Score -1946648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1946650.125000 Penalty: 4721.169434
	Iteration 50Q: 3 clusters Score -1946650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1946657.500000 Penalty: 4721.169434
	Iteration 51Q: 3 clusters Score -1946658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1946656.500000 Penalty: 4721.169434
	Iteration 52Q: 3 clusters Score -1946656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1946656.750000 Penalty: 4721.169434
	Iteration 53Q: 3 clusters Score -1946657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1946657.000000 Penalty: 4721.169434
	Iteration 54Q: 3 clusters Score -1946657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1946660.500000 Penalty: 4721.169434
	Iteration 55Q: 3 clusters Score -1946660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1946665.875000 Penalty: 4721.169434
	Iteration 56Q: 3 clusters Score -1946666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1946669.750000 Penalty: 4721.169434
	Iteration 57Q: 3 clusters Score -1946670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1946670.875000 Penalty: 4721.169434
	Iteration 58Q: 3 clusters Score -1946671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1946670.625000 Penalty: 4721.169434
	Iteration 59Q: 3 clusters Score -1946671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1946672.125000 Penalty: 4721.169434
	Iteration 60F: 3 clusters Score -1946672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1946670.500000 Penalty: 4721.169434
	Iteration 61Q: 3 clusters Score -1946670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1946671.750000 Penalty: 4721.169434
	Iteration 62Q: 3 clusters Score -1946672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1946672.000000 Penalty: 4721.169434
	Iteration 63Q: 3 clusters Score -1946672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1946671.875000 Penalty: 4721.169434
	Iteration 64Q: 3 clusters Score -1946672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1946674.125000 Penalty: 4721.169434
	Iteration 65Q: 3 clusters Score -1946674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1946675.250000 Penalty: 4721.169434
	Iteration 66Q: 3 clusters Score -1946675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1946675.250000 Penalty: 4721.169434
	Iteration 67F: 3 clusters Score -1946675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -736795.000000 Penalty: 2104.556641
	Iteration 0F: 2 clusters Score -736795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -732321.750000 Penalty: 4209.113281
	Iteration 0F: 3 clusters Score -732321.8 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -733370.312500 Penalty: 4209.113281
	Iteration 1F: 3 clusters Score -733370.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -733579.750000 Penalty: 4209.113281
	Iteration 2F: 3 clusters Score -733579.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -733743.250000 Penalty: 4209.113281
	Iteration 3F: 3 clusters Score -733743.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -733890.562500 Penalty: 4209.113281
	Iteration 4Q: 3 clusters Score -733890.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -734034.125000 Penalty: 4209.113281
	Iteration 5Q: 3 clusters Score -734034.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -734190.812500 Penalty: 4209.113281
	Iteration 6Q: 3 clusters Score -734190.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -734364.625000 Penalty: 4209.113281
	Iteration 7Q: 3 clusters Score -734364.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -734503.500000 Penalty: 4209.113281
	Iteration 8Q: 3 clusters Score -734503.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -734631.812500 Penalty: 4209.113281
	Iteration 9Q: 3 clusters Score -734631.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -734746.687500 Penalty: 4209.113281
	Iteration 10Q: 3 clusters Score -734746.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -734844.375000 Penalty: 4209.113281
	Iteration 11Q: 3 clusters Score -734844.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -734911.562500 Penalty: 4209.113281
	Iteration 12Q: 3 clusters Score -734911.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -734959.687500 Penalty: 4209.113281
	Iteration 13Q: 3 clusters Score -734959.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -734992.562500 Penalty: 4209.113281
	Iteration 14Q: 3 clusters Score -734992.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -735017.062500 Penalty: 4209.113281
	Iteration 15Q: 3 clusters Score -735017.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -735036.250000 Penalty: 4209.113281
	Iteration 16Q: 3 clusters Score -735036.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -735053.875000 Penalty: 4209.113281
	Iteration 17Q: 3 clusters Score -735053.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -735072.812500 Penalty: 4209.113281
	Iteration 18Q: 3 clusters Score -735072.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -735083.062500 Penalty: 4209.113281
	Iteration 19Q: 3 clusters Score -735083.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -735093.562500 Penalty: 4209.113281
	Iteration 20F: 3 clusters Score -735093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -735096.437500 Penalty: 4209.113281
	Iteration 21Q: 3 clusters Score -735096.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -735103.625000 Penalty: 4209.113281
	Iteration 22Q: 3 clusters Score -735103.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -735108.500000 Penalty: 4209.113281
	Iteration 23Q: 3 clusters Score -735108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -735109.750000 Penalty: 4209.113281
	Iteration 24Q: 3 clusters Score -735109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -735113.062500 Penalty: 4209.113281
	Iteration 25Q: 3 clusters Score -735113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -735113.437500 Penalty: 4209.113281
	Iteration 26Q: 3 clusters Score -735113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -735115.312500 Penalty: 4209.113281
	Iteration 27Q: 3 clusters Score -735115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -735116.625000 Penalty: 4209.113281
	Iteration 28Q: 3 clusters Score -735116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -735115.812500 Penalty: 4209.113281
	Iteration 29Q: 3 clusters Score -735115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -735117.312500 Penalty: 4209.113281
	Iteration 30Q: 3 clusters Score -735117.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -735119.625000 Penalty: 4209.113281
	Iteration 31Q: 3 clusters Score -735119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -735118.937500 Penalty: 4209.113281
	Iteration 32Q: 3 clusters Score -735118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -735118.937500 Penalty: 4209.113281
	Iteration 33F: 3 clusters Score -735118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Entering Unmasked Estep 
Score: -12466447.000000 Penalty: 2795.758545
	Iteration 0F: 2 clusters Score -1.246645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -12414413.000000 Penalty: 5591.517090
	Iteration 0F: 3 clusters Score -1.241441e+07 nChanged 36803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -12435273.000000 Penalty: 5591.517090
	Iteration 1F: 3 clusters Score -1.243527e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -12436379.000000 Penalty: 5591.517090
	Iteration 2Q: 3 clusters Score -1.243638e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -12437850.000000 Penalty: 5591.517090
	Iteration 3Q: 3 clusters Score -1.243785e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -12439960.000000 Penalty: 5591.517090
	Iteration 4F: 3 clusters Score -1.243996e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -12442935.000000 Penalty: 5591.517090
	Iteration 5F: 3 clusters Score -1.244294e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -12446719.000000 Penalty: 5591.517090
	Iteration 6F: 3 clusters Score -1.244672e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -12450730.000000 Penalty: 5591.517090
	Iteration 7F: 3 clusters Score -1.245073e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -12454321.000000 Penalty: 5591.517090
	Iteration 8F: 3 clusters Score -1.245432e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -12456702.000000 Penalty: 5591.517090
	Iteration 9Q: 3 clusters Score -1.24567e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -12458435.000000 Penalty: 5591.517090
	Iteration 10Q: 3 clusters Score -1.245844e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -12459633.000000 Penalty: 5591.517090
	Iteration 11Q: 3 clusters Score -1.245963e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -12460575.000000 Penalty: 5591.517090
	Iteration 12Q: 3 clusters Score -1.246058e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -12461296.000000 Penalty: 5591.517090
	Iteration 13Q: 3 clusters Score -1.24613e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -12461836.000000 Penalty: 5591.517090
	Iteration 14Q: 3 clusters Score -1.246184e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -12462341.000000 Penalty: 5591.517090
	Iteration 15Q: 3 clusters Score -1.246234e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -12462603.000000 Penalty: 5591.517090
	Iteration 16Q: 3 clusters Score -1.24626e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -12462921.000000 Penalty: 5591.517090
	Iteration 17Q: 3 clusters Score -1.246292e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -12463087.000000 Penalty: 5591.517090
	Iteration 18Q: 3 clusters Score -1.246309e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -12463252.000000 Penalty: 5591.517090
	Iteration 19Q: 3 clusters Score -1.246325e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -12463292.000000 Penalty: 5591.517090
	Iteration 20F: 3 clusters Score -1.246329e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -12463408.000000 Penalty: 5591.517090
	Iteration 21Q: 3 clusters Score -1.246341e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -12463459.000000 Penalty: 5591.517090
	Iteration 22Q: 3 clusters Score -1.246346e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -12463500.000000 Penalty: 5591.517090
	Iteration 23Q: 3 clusters Score -1.24635e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -12463599.000000 Penalty: 5591.517090
	Iteration 24Q: 3 clusters Score -1.24636e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -12463607.000000 Penalty: 5591.517090
	Iteration 25Q: 3 clusters Score -1.246361e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -12463674.000000 Penalty: 5591.517090
	Iteration 26Q: 3 clusters Score -1.246367e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -12463740.000000 Penalty: 5591.517090
	Iteration 27Q: 3 clusters Score -1.246374e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -12463787.000000 Penalty: 5591.517090
	Iteration 28Q: 3 clusters Score -1.246379e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -12463837.000000 Penalty: 5591.517090
	Iteration 29Q: 3 clusters Score -1.246384e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -12463855.000000 Penalty: 5591.517090
	Iteration 30Q: 3 clusters Score -1.246386e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -12463878.000000 Penalty: 5591.517090
	Iteration 31Q: 3 clusters Score -1.246388e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -12463885.000000 Penalty: 5591.517090
	Iteration 32Q: 3 clusters Score -1.246388e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -12463890.000000 Penalty: 5591.517090
	Iteration 33Q: 3 clusters Score -1.246389e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -12463919.000000 Penalty: 5591.517090
	Iteration 34Q: 3 clusters Score -1.246392e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -12463936.000000 Penalty: 5591.517090
	Iteration 35Q: 3 clusters Score -1.246394e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -12463944.000000 Penalty: 5591.517090
	Iteration 36Q: 3 clusters Score -1.246394e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -12463955.000000 Penalty: 5591.517090
	Iteration 37Q: 3 clusters Score -1.246396e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -12463958.000000 Penalty: 5591.517090
	Iteration 38Q: 3 clusters Score -1.246396e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -12463984.000000 Penalty: 5591.517090
	Iteration 39Q: 3 clusters Score -1.246398e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -12463974.000000 Penalty: 5591.517090
	Iteration 40F: 3 clusters Score -1.246397e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -12463983.000000 Penalty: 5591.517090
	Iteration 41Q: 3 clusters Score -1.246398e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -12463973.000000 Penalty: 5591.517090
	Iteration 42Q: 3 clusters Score -1.246397e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -12463992.000000 Penalty: 5591.517090
	Iteration 43Q: 3 clusters Score -1.246399e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -12463995.000000 Penalty: 5591.517090
	Iteration 44Q: 3 clusters Score -1.2464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -12463995.000000 Penalty: 5591.517090
	Iteration 45Q: 3 clusters Score -1.2464e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -12463993.000000 Penalty: 5591.517090
	Iteration 46Q: 3 clusters Score -1.246399e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -12463982.000000 Penalty: 5591.517090
	Iteration 47Q: 3 clusters Score -1.246398e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -12464000.000000 Penalty: 5591.517090
	Iteration 48Q: 3 clusters Score -1.2464e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -12464014.000000 Penalty: 5591.517090
	Iteration 49Q: 3 clusters Score -1.246401e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -12464011.000000 Penalty: 5591.517090
	Iteration 50Q: 3 clusters Score -1.246401e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -12464018.000000 Penalty: 5591.517090
	Iteration 51Q: 3 clusters Score -1.246402e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -12463989.000000 Penalty: 5591.517090
	Iteration 52Q: 3 clusters Score -1.246399e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -12463994.000000 Penalty: 5591.517090
	Iteration 53Q: 3 clusters Score -1.246399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -12464023.000000 Penalty: 5591.517090
	Iteration 54Q: 3 clusters Score -1.246402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -12463997.000000 Penalty: 5591.517090
	Iteration 55Q: 3 clusters Score -1.2464e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -12464007.000000 Penalty: 5591.517090
	Iteration 56Q: 3 clusters Score -1.246401e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -12464006.000000 Penalty: 5591.517090
	Iteration 57Q: 3 clusters Score -1.246401e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -12464012.000000 Penalty: 5591.517090
	Iteration 58Q: 3 clusters Score -1.246401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -12464024.000000 Penalty: 5591.517090
	Iteration 59Q: 3 clusters Score -1.246402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -12464022.000000 Penalty: 5591.517090
	Iteration 60F: 3 clusters Score -1.246402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -12464022.000000 Penalty: 5591.517090
	Iteration 61Q: 3 clusters Score -1.246402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -12464029.000000 Penalty: 5591.517090
	Iteration 62Q: 3 clusters Score -1.246403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -12464015.000000 Penalty: 5591.517090
	Iteration 63Q: 3 clusters Score -1.246402e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -12464022.000000 Penalty: 5591.517090
	Iteration 64Q: 3 clusters Score -1.246402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -12464034.000000 Penalty: 5591.517090
	Iteration 65Q: 3 clusters Score -1.246403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -12464035.000000 Penalty: 5591.517090
	Iteration 66Q: 3 clusters Score -1.246404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -12464038.000000 Penalty: 5591.517090
	Iteration 67Q: 3 clusters Score -1.246404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -12464046.000000 Penalty: 5591.517090
	Iteration 68Q: 3 clusters Score -1.246405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -12464050.000000 Penalty: 5591.517090
	Iteration 69Q: 3 clusters Score -1.246405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -12464051.000000 Penalty: 5591.517090
	Iteration 70Q: 3 clusters Score -1.246405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -12464046.000000 Penalty: 5591.517090
	Iteration 71Q: 3 clusters Score -1.246405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -12464041.000000 Penalty: 5591.517090
	Iteration 72Q: 3 clusters Score -1.246404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -12464039.000000 Penalty: 5591.517090
	Iteration 73Q: 3 clusters Score -1.246404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -12464048.000000 Penalty: 5591.517090
	Iteration 74Q: 3 clusters Score -1.246405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -12464045.000000 Penalty: 5591.517090
	Iteration 75Q: 3 clusters Score -1.246404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -12464039.000000 Penalty: 5591.517090
	Iteration 76Q: 3 clusters Score -1.246404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -12464037.000000 Penalty: 5591.517090
	Iteration 77Q: 3 clusters Score -1.246404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -12464036.000000 Penalty: 5591.517090
	Iteration 78Q: 3 clusters Score -1.246404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -12464040.000000 Penalty: 5591.517090
	Iteration 79Q: 3 clusters Score -1.246404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -12464048.000000 Penalty: 5591.517090
	Iteration 80F: 3 clusters Score -1.246405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -12464042.000000 Penalty: 5591.517090
	Iteration 81Q: 3 clusters Score -1.246404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -12464047.000000 Penalty: 5591.517090
	Iteration 82Q: 3 clusters Score -1.246405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -12464045.000000 Penalty: 5591.517090
	Iteration 83Q: 3 clusters Score -1.246404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -12464039.000000 Penalty: 5591.517090
	Iteration 84Q: 3 clusters Score -1.246404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -12464056.000000 Penalty: 5591.517090
	Iteration 85Q: 3 clusters Score -1.246406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67889 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -12464060.000000 Penalty: 5591.517090
	Iteration 86Q: 3 clusters Score -1.246406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -12464061.000000 Penalty: 5591.517090
	Iteration 87Q: 3 clusters Score -1.246406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -12464073.000000 Penalty: 5591.517090
	Iteration 88Q: 3 clusters Score -1.246407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -12464077.000000 Penalty: 5591.517090
	Iteration 89Q: 3 clusters Score -1.246408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -12464074.000000 Penalty: 5591.517090
	Iteration 90Q: 3 clusters Score -1.246407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -12464068.000000 Penalty: 5591.517090
	Iteration 91Q: 3 clusters Score -1.246407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -12464059.000000 Penalty: 5591.517090
	Iteration 92Q: 3 clusters Score -1.246406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -12464070.000000 Penalty: 5591.517090
	Iteration 93Q: 3 clusters Score -1.246407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -12464068.000000 Penalty: 5591.517090
	Iteration 94Q: 3 clusters Score -1.246407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -12464061.000000 Penalty: 5591.517090
	Iteration 95Q: 3 clusters Score -1.246406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -12464052.000000 Penalty: 5591.517090
	Iteration 96Q: 3 clusters Score -1.246405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -12464052.000000 Penalty: 5591.517090
	Iteration 97Q: 3 clusters Score -1.246405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -12464052.000000 Penalty: 5591.517090
	Iteration 98F: 3 clusters Score -1.246405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -2106806.250000 Penalty: 2352.339844
	Iteration 0F: 2 clusters Score -2106806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2097210.000000 Penalty: 4704.679688
	Iteration 0F: 3 clusters Score -2097210 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2100224.000000 Penalty: 4704.679688
	Iteration 1F: 3 clusters Score -2100224 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2100613.500000 Penalty: 4704.679688
	Iteration 2F: 3 clusters Score -2100614 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2100965.500000 Penalty: 4704.679688
	Iteration 3F: 3 clusters Score -2100966 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2101359.750000 Penalty: 4704.679688
	Iteration 4F: 3 clusters Score -2101360 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2101884.250000 Penalty: 4704.679688
	Iteration 5F: 3 clusters Score -2101884 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2102321.000000 Penalty: 4704.679688
	Iteration 6F: 3 clusters Score -2102321 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2102686.500000 Penalty: 4704.679688
	Iteration 7F: 3 clusters Score -2102686 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2103003.750000 Penalty: 4704.679688
	Iteration 8Q: 3 clusters Score -2103004 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2103316.000000 Penalty: 4704.679688
	Iteration 9Q: 3 clusters Score -2103316 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2103605.000000 Penalty: 4704.679688
	Iteration 10Q: 3 clusters Score -2103605 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2103956.250000 Penalty: 4704.679688
	Iteration 11Q: 3 clusters Score -2103956 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2104390.500000 Penalty: 4704.679688
	Iteration 12Q: 3 clusters Score -2104390 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2104979.750000 Penalty: 4704.679688
	Iteration 13Q: 3 clusters Score -2104980 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2105682.250000 Penalty: 4704.679688
	Iteration 14Q: 3 clusters Score -2105682 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2106124.500000 Penalty: 4704.679688
	Iteration 15Q: 3 clusters Score -2106124 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2106282.750000 Penalty: 4704.679688
	Iteration 16Q: 3 clusters Score -2106283 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2106329.000000 Penalty: 4704.679688
	Iteration 17Q: 3 clusters Score -2106329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2106342.500000 Penalty: 4704.679688
	Iteration 18Q: 3 clusters Score -2106342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2106357.500000 Penalty: 4704.679688
	Iteration 19Q: 3 clusters Score -2106358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2106367.750000 Penalty: 4704.679688
	Iteration 20F: 3 clusters Score -2106368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2106372.000000 Penalty: 4704.679688
	Iteration 21Q: 3 clusters Score -2106372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2106374.000000 Penalty: 4704.679688
	Iteration 22Q: 3 clusters Score -2106374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2106369.000000 Penalty: 4704.679688
	Iteration 23Q: 3 clusters Score -2106369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2106370.000000 Penalty: 4704.679688
	Iteration 24Q: 3 clusters Score -2106370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2106370.000000 Penalty: 4704.679688
	Iteration 25F: 3 clusters Score -2106370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -82590.609375 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -82590.61 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 293 members 
Entering Unmasked Estep 
Score: -81032.742188 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -81032.74 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81246.750000 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -81246.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81328.484375 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -81328.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81388.867188 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -81388.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81422.859375 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -81422.86 nChanged 9
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: -81437.445312 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -81437.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81439.289062 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -81439.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81441.109375 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -81441.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81449.445312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -81449.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81449.445312 Penalty: 3151.767578
	Iteration 9F: 3 clusters Score -81449.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -1240815.250000 Penalty: 2236.966797
	Iteration 0F: 2 clusters Score -1240815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1234234.375000 Penalty: 4473.933594
	Iteration 0F: 3 clusters Score -1234234 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1236142.375000 Penalty: 4473.933594
	Iteration 1F: 3 clusters Score -1236142 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1236542.750000 Penalty: 4473.933594
	Iteration 2F: 3 clusters Score -1236543 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1236874.625000 Penalty: 4473.933594
	Iteration 3F: 3 clusters Score -1236875 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1237113.250000 Penalty: 4473.933594
	Iteration 4F: 3 clusters Score -1237113 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1237317.500000 Penalty: 4473.933594
	Iteration 5Q: 3 clusters Score -1237318 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1237445.750000 Penalty: 4473.933594
	Iteration 6Q: 3 clusters Score -1237446 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1237550.250000 Penalty: 4473.933594
	Iteration 7Q: 3 clusters Score -1237550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1237631.500000 Penalty: 4473.933594
	Iteration 8Q: 3 clusters Score -1237632 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1237710.875000 Penalty: 4473.933594
	Iteration 9Q: 3 clusters Score -1237711 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1237766.625000 Penalty: 4473.933594
	Iteration 10Q: 3 clusters Score -1237767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1237805.625000 Penalty: 4473.933594
	Iteration 11Q: 3 clusters Score -1237806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1237836.625000 Penalty: 4473.933594
	Iteration 12Q: 3 clusters Score -1237837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1237876.125000 Penalty: 4473.933594
	Iteration 13Q: 3 clusters Score -1237876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1237913.375000 Penalty: 4473.933594
	Iteration 14Q: 3 clusters Score -1237913 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1237957.750000 Penalty: 4473.933594
	Iteration 15Q: 3 clusters Score -1237958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1237987.500000 Penalty: 4473.933594
	Iteration 16Q: 3 clusters Score -1237988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1238017.500000 Penalty: 4473.933594
	Iteration 17Q: 3 clusters Score -1238018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1238048.125000 Penalty: 4473.933594
	Iteration 18Q: 3 clusters Score -1238048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1238078.000000 Penalty: 4473.933594
	Iteration 19Q: 3 clusters Score -1238078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1238111.125000 Penalty: 4473.933594
	Iteration 20F: 3 clusters Score -1238111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1238133.250000 Penalty: 4473.933594
	Iteration 21Q: 3 clusters Score -1238133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1238151.375000 Penalty: 4473.933594
	Iteration 22Q: 3 clusters Score -1238151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1238167.875000 Penalty: 4473.933594
	Iteration 23Q: 3 clusters Score -1238168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1238188.500000 Penalty: 4473.933594
	Iteration 24Q: 3 clusters Score -1238188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1238203.250000 Penalty: 4473.933594
	Iteration 25Q: 3 clusters Score -1238203 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1238212.875000 Penalty: 4473.933594
	Iteration 26Q: 3 clusters Score -1238213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1238224.500000 Penalty: 4473.933594
	Iteration 27Q: 3 clusters Score -1238224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1238233.125000 Penalty: 4473.933594
	Iteration 28Q: 3 clusters Score -1238233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1238240.875000 Penalty: 4473.933594
	Iteration 29Q: 3 clusters Score -1238241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1238251.500000 Penalty: 4473.933594
	Iteration 30Q: 3 clusters Score -1238252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1238253.125000 Penalty: 4473.933594
	Iteration 31Q: 3 clusters Score -1238253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1238254.000000 Penalty: 4473.933594
	Iteration 32Q: 3 clusters Score -1238254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1238256.875000 Penalty: 4473.933594
	Iteration 33Q: 3 clusters Score -1238257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1238261.250000 Penalty: 4473.933594
	Iteration 34Q: 3 clusters Score -1238261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1238262.875000 Penalty: 4473.933594
	Iteration 35Q: 3 clusters Score -1238263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1238264.000000 Penalty: 4473.933594
	Iteration 36Q: 3 clusters Score -1238264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1238265.625000 Penalty: 4473.933594
	Iteration 37Q: 3 clusters Score -1238266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1238268.875000 Penalty: 4473.933594
	Iteration 38Q: 3 clusters Score -1238269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1238267.000000 Penalty: 4473.933594
	Iteration 39Q: 3 clusters Score -1238267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1238272.625000 Penalty: 4473.933594
	Iteration 40F: 3 clusters Score -1238273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1238273.750000 Penalty: 4473.933594
	Iteration 41Q: 3 clusters Score -1238274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1238278.000000 Penalty: 4473.933594
	Iteration 42Q: 3 clusters Score -1238278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1238275.750000 Penalty: 4473.933594
	Iteration 43Q: 3 clusters Score -1238276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1238277.375000 Penalty: 4473.933594
	Iteration 44Q: 3 clusters Score -1238277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1238275.125000 Penalty: 4473.933594
	Iteration 45Q: 3 clusters Score -1238275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1238277.250000 Penalty: 4473.933594
	Iteration 46Q: 3 clusters Score -1238277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1238276.375000 Penalty: 4473.933594
	Iteration 47Q: 3 clusters Score -1238276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1238276.375000 Penalty: 4473.933594
	Iteration 48F: 3 clusters Score -1238276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -315855.968750 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -315856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -313207.312500 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -313207.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -313712.968750 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -313713 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -313905.062500 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -313905.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -314056.312500 Penalty: 3797.543213
	Iteration 3F: 3 clusters Score -314056.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -314176.843750 Penalty: 3797.543213
	Iteration 4Q: 3 clusters Score -314176.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314282.906250 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -314282.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -314350.750000 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -314350.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -314386.906250 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -314386.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -314427.500000 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -314427.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -314470.312500 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -314470.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -314493.406250 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -314493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -314511.937500 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -314511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -314533.812500 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -314533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -314559.375000 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -314559.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -314577.437500 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -314577.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -314591.437500 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -314591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -314600.687500 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -314600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -314609.625000 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -314609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -314617.187500 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -314617.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -314625.187500 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -314625.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -314636.281250 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -314636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -314647.687500 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -314647.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -314661.875000 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -314661.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -314672.218750 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -314672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -314682.718750 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -314682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -314704.343750 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -314704.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -314720.281250 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -314720.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314726.218750 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -314726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -314731.468750 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -314731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -314735.875000 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -314735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -314740.343750 Penalty: 3797.543213
	Iteration 30Q: 3 clusters Score -314740.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -314751.062500 Penalty: 3797.543213
	Iteration 31Q: 3 clusters Score -314751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -314763.937500 Penalty: 3797.543213
	Iteration 32Q: 3 clusters Score -314763.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -314772.187500 Penalty: 3797.543213
	Iteration 33Q: 3 clusters Score -314772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -314778.093750 Penalty: 3797.543213
	Iteration 34Q: 3 clusters Score -314778.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -314789.750000 Penalty: 3797.543213
	Iteration 35Q: 3 clusters Score -314789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -314797.875000 Penalty: 3797.543213
	Iteration 36Q: 3 clusters Score -314797.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -314804.281250 Penalty: 3797.543213
	Iteration 37Q: 3 clusters Score -314804.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -314815.750000 Penalty: 3797.543213
	Iteration 38Q: 3 clusters Score -314815.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -314830.187500 Penalty: 3797.543213
	Iteration 39Q: 3 clusters Score -314830.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -314854.031250 Penalty: 3797.543213
	Iteration 40F: 3 clusters Score -314854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -314883.687500 Penalty: 3797.543213
	Iteration 41Q: 3 clusters Score -314883.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -314918.750000 Penalty: 3797.543213
	Iteration 42Q: 3 clusters Score -314918.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -314957.187500 Penalty: 3797.543213
	Iteration 43Q: 3 clusters Score -314957.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -315018.906250 Penalty: 3797.543213
	Iteration 44Q: 3 clusters Score -315018.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -315079.593750 Penalty: 3797.543213
	Iteration 45Q: 3 clusters Score -315079.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -315126.125000 Penalty: 3797.543213
	Iteration 46Q: 3 clusters Score -315126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -315157.250000 Penalty: 3797.543213
	Iteration 47Q: 3 clusters Score -315157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -315185.781250 Penalty: 3797.543213
	Iteration 48Q: 3 clusters Score -315185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -315224.250000 Penalty: 3797.543213
	Iteration 49Q: 3 clusters Score -315224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -315253.218750 Penalty: 3797.543213
	Iteration 50Q: 3 clusters Score -315253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -315257.906250 Penalty: 3797.543213
	Iteration 51Q: 3 clusters Score -315257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -315259.718750 Penalty: 3797.543213
	Iteration 52Q: 3 clusters Score -315259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -315260.062500 Penalty: 3797.543213
	Iteration 53Q: 3 clusters Score -315260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -315260.781250 Penalty: 3797.543213
	Iteration 54Q: 3 clusters Score -315260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -315262.687500 Penalty: 3797.543213
	Iteration 55Q: 3 clusters Score -315262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -315263.250000 Penalty: 3797.543213
	Iteration 56Q: 3 clusters Score -315263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -315263.250000 Penalty: 3797.543213
	Iteration 57F: 3 clusters Score -315263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (88701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Entering Unmasked Estep 
Score: -14085808.000000 Penalty: 2825.470459
	Iteration 0F: 2 clusters Score -1.408581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -14031234.000000 Penalty: 5650.940918
	Iteration 0F: 3 clusters Score -1.403123e+07 nChanged 41774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -14055021.000000 Penalty: 5650.940918
	Iteration 1F: 3 clusters Score -1.405502e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -14055812.000000 Penalty: 5650.940918
	Iteration 2Q: 3 clusters Score -1.405581e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -14056593.000000 Penalty: 5650.940918
	Iteration 3Q: 3 clusters Score -1.405659e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -14057554.000000 Penalty: 5650.940918
	Iteration 4Q: 3 clusters Score -1.405755e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -14059007.000000 Penalty: 5650.940918
	Iteration 5Q: 3 clusters Score -1.405901e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -14060662.000000 Penalty: 5650.940918
	Iteration 6Q: 3 clusters Score -1.406066e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -14063163.000000 Penalty: 5650.940918
	Iteration 7F: 3 clusters Score -1.406316e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -14066421.000000 Penalty: 5650.940918
	Iteration 8F: 3 clusters Score -1.406642e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -14070538.000000 Penalty: 5650.940918
	Iteration 9F: 3 clusters Score -1.407054e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -14074667.000000 Penalty: 5650.940918
	Iteration 10F: 3 clusters Score -1.407467e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -14078003.000000 Penalty: 5650.940918
	Iteration 11F: 3 clusters Score -1.4078e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -14080024.000000 Penalty: 5650.940918
	Iteration 12Q: 3 clusters Score -1.408002e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -14081142.000000 Penalty: 5650.940918
	Iteration 13Q: 3 clusters Score -1.408114e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -14081960.000000 Penalty: 5650.940918
	Iteration 14Q: 3 clusters Score -1.408196e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -14082456.000000 Penalty: 5650.940918
	Iteration 15Q: 3 clusters Score -1.408246e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86983 members 
Entering Unmasked Estep 
Score: -14082765.000000 Penalty: 5650.940918
	Iteration 16Q: 3 clusters Score -1.408276e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -14082916.000000 Penalty: 5650.940918
	Iteration 17Q: 3 clusters Score -1.408292e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -14083065.000000 Penalty: 5650.940918
	Iteration 18Q: 3 clusters Score -1.408306e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -14083167.000000 Penalty: 5650.940918
	Iteration 19Q: 3 clusters Score -1.408317e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -14083229.000000 Penalty: 5650.940918
	Iteration 20F: 3 clusters Score -1.408323e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -14083286.000000 Penalty: 5650.940918
	Iteration 21Q: 3 clusters Score -1.408329e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -14083342.000000 Penalty: 5650.940918
	Iteration 22Q: 3 clusters Score -1.408334e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -14083383.000000 Penalty: 5650.940918
	Iteration 23Q: 3 clusters Score -1.408338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -14083374.000000 Penalty: 5650.940918
	Iteration 24Q: 3 clusters Score -1.408337e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -14083388.000000 Penalty: 5650.940918
	Iteration 25Q: 3 clusters Score -1.408339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -14083401.000000 Penalty: 5650.940918
	Iteration 26Q: 3 clusters Score -1.40834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -14083405.000000 Penalty: 5650.940918
	Iteration 27Q: 3 clusters Score -1.40834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -14083400.000000 Penalty: 5650.940918
	Iteration 28Q: 3 clusters Score -1.40834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -14083400.000000 Penalty: 5650.940918
	Iteration 29Q: 3 clusters Score -1.40834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -14083400.000000 Penalty: 5650.940918
	Iteration 30Q: 3 clusters Score -1.40834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -14083405.000000 Penalty: 5650.940918
	Iteration 31Q: 3 clusters Score -1.40834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -14083412.000000 Penalty: 5650.940918
	Iteration 32Q: 3 clusters Score -1.408341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -14083414.000000 Penalty: 5650.940918
	Iteration 33Q: 3 clusters Score -1.408341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -14083411.000000 Penalty: 5650.940918
	Iteration 34Q: 3 clusters Score -1.408341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -14083415.000000 Penalty: 5650.940918
	Iteration 35Q: 3 clusters Score -1.408342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -14083426.000000 Penalty: 5650.940918
	Iteration 36Q: 3 clusters Score -1.408343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -14083426.000000 Penalty: 5650.940918
	Iteration 37F: 3 clusters Score -1.408343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Entering Unmasked Estep 
Score: -1124332.875000 Penalty: 2206.082031
	Iteration 0F: 2 clusters Score -1124333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1118399.375000 Penalty: 4412.164062
	Iteration 0F: 3 clusters Score -1118399 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1120299.625000 Penalty: 4412.164062
	Iteration 1F: 3 clusters Score -1120300 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1120998.125000 Penalty: 4412.164062
	Iteration 2F: 3 clusters Score -1120998 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1121634.125000 Penalty: 4412.164062
	Iteration 3F: 3 clusters Score -1121634 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1122118.500000 Penalty: 4412.164062
	Iteration 4F: 3 clusters Score -1122118 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1122453.125000 Penalty: 4412.164062
	Iteration 5F: 3 clusters Score -1122453 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1122666.000000 Penalty: 4412.164062
	Iteration 6Q: 3 clusters Score -1122666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1122810.250000 Penalty: 4412.164062
	Iteration 7Q: 3 clusters Score -1122810 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1122895.375000 Penalty: 4412.164062
	Iteration 8Q: 3 clusters Score -1122895 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1122970.625000 Penalty: 4412.164062
	Iteration 9Q: 3 clusters Score -1122971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1123039.000000 Penalty: 4412.164062
	Iteration 10Q: 3 clusters Score -1123039 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1123098.250000 Penalty: 4412.164062
	Iteration 11Q: 3 clusters Score -1123098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1123131.250000 Penalty: 4412.164062
	Iteration 12Q: 3 clusters Score -1123131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1123153.750000 Penalty: 4412.164062
	Iteration 13Q: 3 clusters Score -1123154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1123176.375000 Penalty: 4412.164062
	Iteration 14Q: 3 clusters Score -1123176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1123187.250000 Penalty: 4412.164062
	Iteration 15Q: 3 clusters Score -1123187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1123196.125000 Penalty: 4412.164062
	Iteration 16Q: 3 clusters Score -1123196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1123203.250000 Penalty: 4412.164062
	Iteration 17Q: 3 clusters Score -1123203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1123208.000000 Penalty: 4412.164062
	Iteration 18Q: 3 clusters Score -1123208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1123215.250000 Penalty: 4412.164062
	Iteration 19Q: 3 clusters Score -1123215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1123216.500000 Penalty: 4412.164062
	Iteration 20F: 3 clusters Score -1123216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1123221.500000 Penalty: 4412.164062
	Iteration 21Q: 3 clusters Score -1123222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1123220.875000 Penalty: 4412.164062
	Iteration 22Q: 3 clusters Score -1123221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1123223.625000 Penalty: 4412.164062
	Iteration 23Q: 3 clusters Score -1123224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1123223.375000 Penalty: 4412.164062
	Iteration 24Q: 3 clusters Score -1123223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1123224.875000 Penalty: 4412.164062
	Iteration 25Q: 3 clusters Score -1123225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1123225.500000 Penalty: 4412.164062
	Iteration 26Q: 3 clusters Score -1123226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1123226.000000 Penalty: 4412.164062
	Iteration 27Q: 3 clusters Score -1123226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1123225.250000 Penalty: 4412.164062
	Iteration 28Q: 3 clusters Score -1123225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1123226.625000 Penalty: 4412.164062
	Iteration 29Q: 3 clusters Score -1123227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1123226.500000 Penalty: 4412.164062
	Iteration 30Q: 3 clusters Score -1123226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1123226.750000 Penalty: 4412.164062
	Iteration 31Q: 3 clusters Score -1123227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1123226.750000 Penalty: 4412.164062
	Iteration 32F: 3 clusters Score -1123227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -2092802.000000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -2092802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2083022.375000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -2083022 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2085930.375000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -2085930 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2086274.375000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -2086274 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2086536.125000 Penalty: 4706.297363
	Iteration 3Q: 3 clusters Score -2086536 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2086719.125000 Penalty: 4706.297363
	Iteration 4Q: 3 clusters Score -2086719 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2086865.375000 Penalty: 4706.297363
	Iteration 5Q: 3 clusters Score -2086865 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2086993.875000 Penalty: 4706.297363
	Iteration 6Q: 3 clusters Score -2086994 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2087106.375000 Penalty: 4706.297363
	Iteration 7Q: 3 clusters Score -2087106 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2087225.500000 Penalty: 4706.297363
	Iteration 8Q: 3 clusters Score -2087226 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2087353.125000 Penalty: 4706.297363
	Iteration 9Q: 3 clusters Score -2087353 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2087521.375000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -2087521 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2087730.875000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -2087731 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2087928.125000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -2087928 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2088151.375000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -2088151 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2088443.500000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -2088444 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2088826.500000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -2088826 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2089189.625000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -2089190 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2089571.500000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -2089572 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2089906.000000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -2089906 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2090162.875000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -2090163 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2090348.625000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -2090349 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2090523.000000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -2090523 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2090667.875000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -2090668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2090794.000000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -2090794 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2090881.625000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -2090882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2090946.750000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -2090947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2090996.750000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -2090997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2091024.375000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -2091024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2091048.500000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -2091048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2091059.000000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -2091059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2091079.500000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -2091080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2091092.625000 Penalty: 4706.297363
	Iteration 31Q: 3 clusters Score -2091093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2091097.500000 Penalty: 4706.297363
	Iteration 32Q: 3 clusters Score -2091098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2091102.625000 Penalty: 4706.297363
	Iteration 33Q: 3 clusters Score -2091103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2091106.375000 Penalty: 4706.297363
	Iteration 34Q: 3 clusters Score -2091106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2091109.250000 Penalty: 4706.297363
	Iteration 35Q: 3 clusters Score -2091109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2091120.125000 Penalty: 4706.297363
	Iteration 36Q: 3 clusters Score -2091120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2091130.000000 Penalty: 4706.297363
	Iteration 37Q: 3 clusters Score -2091130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2091134.500000 Penalty: 4706.297363
	Iteration 38Q: 3 clusters Score -2091134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2091143.125000 Penalty: 4706.297363
	Iteration 39Q: 3 clusters Score -2091143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2091145.625000 Penalty: 4706.297363
	Iteration 40F: 3 clusters Score -2091146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2091144.500000 Penalty: 4706.297363
	Iteration 41Q: 3 clusters Score -2091144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2091144.500000 Penalty: 4706.297363
	Iteration 42F: 3 clusters Score -2091144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -420551.125000 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -420551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -417478.718750 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -417478.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -418035.093750 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -418035.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -418202.281250 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -418202.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -418304.187500 Penalty: 3919.266846
	Iteration 3F: 3 clusters Score -418304.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -418366.781250 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -418366.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -418423.750000 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -418423.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -418459.375000 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -418459.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -418496.375000 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -418496.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -418525.093750 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -418525.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -418548.468750 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -418548.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -418574.125000 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -418574.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -418597.218750 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -418597.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -418624.468750 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -418624.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -418646.312500 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -418646.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -418667.625000 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -418667.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -418692.843750 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -418692.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -418716.781250 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -418716.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -418746.406250 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -418746.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -418770.750000 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -418770.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -418793.093750 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -418793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -418810.812500 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -418810.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -418824.531250 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -418824.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418834.750000 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -418834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -418845.875000 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -418845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -418855.375000 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -418855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -418860.906250 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -418860.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -418864.218750 Penalty: 3919.266846
	Iteration 26Q: 3 clusters Score -418864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -418865.562500 Penalty: 3919.266846
	Iteration 27Q: 3 clusters Score -418865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -418867.468750 Penalty: 3919.266846
	Iteration 28Q: 3 clusters Score -418867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -418868.406250 Penalty: 3919.266846
	Iteration 29Q: 3 clusters Score -418868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -418868.968750 Penalty: 3919.266846
	Iteration 30Q: 3 clusters Score -418869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -418870.468750 Penalty: 3919.266846
	Iteration 31Q: 3 clusters Score -418870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -418871.250000 Penalty: 3919.266846
	Iteration 32Q: 3 clusters Score -418871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -418871.687500 Penalty: 3919.266846
	Iteration 33Q: 3 clusters Score -418871.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -418871.687500 Penalty: 3919.266846
	Iteration 34F: 3 clusters Score -418871.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Entering Unmasked Estep 
Score: -1161400.500000 Penalty: 2215.875488
	Iteration 0F: 2 clusters Score -1161400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1155265.625000 Penalty: 4431.750977
	Iteration 0F: 3 clusters Score -1155266 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1157000.375000 Penalty: 4431.750977
	Iteration 1F: 3 clusters Score -1157000 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1157483.125000 Penalty: 4431.750977
	Iteration 2F: 3 clusters Score -1157483 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1157933.750000 Penalty: 4431.750977
	Iteration 3F: 3 clusters Score -1157934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1158271.875000 Penalty: 4431.750977
	Iteration 4F: 3 clusters Score -1158272 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1158527.125000 Penalty: 4431.750977
	Iteration 5F: 3 clusters Score -1158527 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1158738.125000 Penalty: 4431.750977
	Iteration 6Q: 3 clusters Score -1158738 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1158928.625000 Penalty: 4431.750977
	Iteration 7Q: 3 clusters Score -1158929 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1159084.750000 Penalty: 4431.750977
	Iteration 8Q: 3 clusters Score -1159085 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1159243.250000 Penalty: 4431.750977
	Iteration 9Q: 3 clusters Score -1159243 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1159363.875000 Penalty: 4431.750977
	Iteration 10Q: 3 clusters Score -1159364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1159474.125000 Penalty: 4431.750977
	Iteration 11Q: 3 clusters Score -1159474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1159571.500000 Penalty: 4431.750977
	Iteration 12Q: 3 clusters Score -1159572 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1159670.375000 Penalty: 4431.750977
	Iteration 13Q: 3 clusters Score -1159670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1159756.875000 Penalty: 4431.750977
	Iteration 14Q: 3 clusters Score -1159757 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1159817.750000 Penalty: 4431.750977
	Iteration 15Q: 3 clusters Score -1159818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1159873.875000 Penalty: 4431.750977
	Iteration 16Q: 3 clusters Score -1159874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1159922.000000 Penalty: 4431.750977
	Iteration 17Q: 3 clusters Score -1159922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1159961.750000 Penalty: 4431.750977
	Iteration 18Q: 3 clusters Score -1159962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1159997.000000 Penalty: 4431.750977
	Iteration 19Q: 3 clusters Score -1159997 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1160022.750000 Penalty: 4431.750977
	Iteration 20F: 3 clusters Score -1160023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1160040.500000 Penalty: 4431.750977
	Iteration 21Q: 3 clusters Score -1160040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1160059.000000 Penalty: 4431.750977
	Iteration 22Q: 3 clusters Score -1160059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1160072.125000 Penalty: 4431.750977
	Iteration 23Q: 3 clusters Score -1160072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1160089.500000 Penalty: 4431.750977
	Iteration 24Q: 3 clusters Score -1160090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1160102.875000 Penalty: 4431.750977
	Iteration 25Q: 3 clusters Score -1160103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1160114.250000 Penalty: 4431.750977
	Iteration 26Q: 3 clusters Score -1160114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1160121.625000 Penalty: 4431.750977
	Iteration 27Q: 3 clusters Score -1160122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1160127.875000 Penalty: 4431.750977
	Iteration 28Q: 3 clusters Score -1160128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1160134.875000 Penalty: 4431.750977
	Iteration 29Q: 3 clusters Score -1160135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1160138.125000 Penalty: 4431.750977
	Iteration 30Q: 3 clusters Score -1160138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1160142.625000 Penalty: 4431.750977
	Iteration 31Q: 3 clusters Score -1160143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1160152.125000 Penalty: 4431.750977
	Iteration 32Q: 3 clusters Score -1160152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1160157.250000 Penalty: 4431.750977
	Iteration 33Q: 3 clusters Score -1160157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1160155.875000 Penalty: 4431.750977
	Iteration 34Q: 3 clusters Score -1160156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1160158.750000 Penalty: 4431.750977
	Iteration 35Q: 3 clusters Score -1160159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1160163.875000 Penalty: 4431.750977
	Iteration 36Q: 3 clusters Score -1160164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1160165.625000 Penalty: 4431.750977
	Iteration 37Q: 3 clusters Score -1160166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1160169.500000 Penalty: 4431.750977
	Iteration 38Q: 3 clusters Score -1160170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1160171.125000 Penalty: 4431.750977
	Iteration 39Q: 3 clusters Score -1160171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1160172.625000 Penalty: 4431.750977
	Iteration 40F: 3 clusters Score -1160173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1160174.125000 Penalty: 4431.750977
	Iteration 41Q: 3 clusters Score -1160174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1160176.625000 Penalty: 4431.750977
	Iteration 42Q: 3 clusters Score -1160177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1160177.500000 Penalty: 4431.750977
	Iteration 43Q: 3 clusters Score -1160178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1160178.625000 Penalty: 4431.750977
	Iteration 44Q: 3 clusters Score -1160179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1160178.125000 Penalty: 4431.750977
	Iteration 45Q: 3 clusters Score -1160178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1160179.250000 Penalty: 4431.750977
	Iteration 46Q: 3 clusters Score -1160179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1160181.375000 Penalty: 4431.750977
	Iteration 47Q: 3 clusters Score -1160181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1160181.375000 Penalty: 4431.750977
	Iteration 48F: 3 clusters Score -1160181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -511136.906250 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -511136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -507666.843750 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -507666.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -508532.000000 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -508532 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -508868.750000 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -508868.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -509071.281250 Penalty: 4019.333252
	Iteration 3F: 3 clusters Score -509071.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -509194.531250 Penalty: 4019.333252
	Iteration 4Q: 3 clusters Score -509194.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -509265.000000 Penalty: 4019.333252
	Iteration 5Q: 3 clusters Score -509265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -509319.750000 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -509319.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -509361.468750 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -509361.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -509395.156250 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -509395.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -509428.875000 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -509428.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -509471.531250 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -509471.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -509505.437500 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -509505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -509523.031250 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -509523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -509535.812500 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -509535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -509546.531250 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -509546.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -509552.531250 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -509552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -509556.656250 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -509556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -509560.718750 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -509560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -509563.625000 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -509563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -509567.562500 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -509567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -509570.187500 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -509570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -509576.437500 Penalty: 4019.333252
	Iteration 21Q: 3 clusters Score -509576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -509581.375000 Penalty: 4019.333252
	Iteration 22Q: 3 clusters Score -509581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -509588.781250 Penalty: 4019.333252
	Iteration 23Q: 3 clusters Score -509588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -509597.750000 Penalty: 4019.333252
	Iteration 24Q: 3 clusters Score -509597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -509606.218750 Penalty: 4019.333252
	Iteration 25Q: 3 clusters Score -509606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -509614.937500 Penalty: 4019.333252
	Iteration 26Q: 3 clusters Score -509614.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -509619.281250 Penalty: 4019.333252
	Iteration 27Q: 3 clusters Score -509619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -509623.343750 Penalty: 4019.333252
	Iteration 28Q: 3 clusters Score -509623.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -509626.875000 Penalty: 4019.333252
	Iteration 29Q: 3 clusters Score -509626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -509632.093750 Penalty: 4019.333252
	Iteration 30Q: 3 clusters Score -509632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -509636.062500 Penalty: 4019.333252
	Iteration 31Q: 3 clusters Score -509636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -509638.656250 Penalty: 4019.333252
	Iteration 32Q: 3 clusters Score -509638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -509643.156250 Penalty: 4019.333252
	Iteration 33Q: 3 clusters Score -509643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -509647.843750 Penalty: 4019.333252
	Iteration 34Q: 3 clusters Score -509647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -509652.187500 Penalty: 4019.333252
	Iteration 35Q: 3 clusters Score -509652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -509652.687500 Penalty: 4019.333252
	Iteration 36Q: 3 clusters Score -509652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -509654.218750 Penalty: 4019.333252
	Iteration 37Q: 3 clusters Score -509654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -509656.687500 Penalty: 4019.333252
	Iteration 38Q: 3 clusters Score -509656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -509661.406250 Penalty: 4019.333252
	Iteration 39Q: 3 clusters Score -509661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -509665.000000 Penalty: 4019.333252
	Iteration 40F: 3 clusters Score -509665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -509667.250000 Penalty: 4019.333252
	Iteration 41Q: 3 clusters Score -509667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -509668.437500 Penalty: 4019.333252
	Iteration 42Q: 3 clusters Score -509668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -509670.375000 Penalty: 4019.333252
	Iteration 43Q: 3 clusters Score -509670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -509671.000000 Penalty: 4019.333252
	Iteration 44Q: 3 clusters Score -509671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -509671.718750 Penalty: 4019.333252
	Iteration 45Q: 3 clusters Score -509671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -509672.687500 Penalty: 4019.333252
	Iteration 46Q: 3 clusters Score -509672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -509672.843750 Penalty: 4019.333252
	Iteration 47Q: 3 clusters Score -509672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -509675.750000 Penalty: 4019.333252
	Iteration 48Q: 3 clusters Score -509675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -509675.937500 Penalty: 4019.333252
	Iteration 49Q: 3 clusters Score -509675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -509676.718750 Penalty: 4019.333252
	Iteration 50Q: 3 clusters Score -509676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -509676.718750 Penalty: 4019.333252
	Iteration 51F: 3 clusters Score -509676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -925389.875000 Penalty: 2165.891357
	Iteration 0F: 2 clusters Score -925389.9 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 3111 members 
Entering Unmasked Estep 
Score: -920161.812500 Penalty: 4331.782715
	Iteration 0F: 3 clusters Score -920161.8 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -921534.562500 Penalty: 4331.782715
	Iteration 1F: 3 clusters Score -921534.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -921823.625000 Penalty: 4331.782715
	Iteration 2F: 3 clusters Score -921823.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -922032.937500 Penalty: 4331.782715
	Iteration 3F: 3 clusters Score -922032.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -922211.125000 Penalty: 4331.782715
	Iteration 4Q: 3 clusters Score -922211.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -922355.500000 Penalty: 4331.782715
	Iteration 5Q: 3 clusters Score -922355.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -922461.500000 Penalty: 4331.782715
	Iteration 6Q: 3 clusters Score -922461.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -922547.812500 Penalty: 4331.782715
	Iteration 7Q: 3 clusters Score -922547.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -922632.187500 Penalty: 4331.782715
	Iteration 8Q: 3 clusters Score -922632.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -922703.312500 Penalty: 4331.782715
	Iteration 9Q: 3 clusters Score -922703.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -922764.187500 Penalty: 4331.782715
	Iteration 10Q: 3 clusters Score -922764.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -922809.562500 Penalty: 4331.782715
	Iteration 11Q: 3 clusters Score -922809.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -922846.875000 Penalty: 4331.782715
	Iteration 12Q: 3 clusters Score -922846.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -922876.312500 Penalty: 4331.782715
	Iteration 13Q: 3 clusters Score -922876.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -922901.125000 Penalty: 4331.782715
	Iteration 14Q: 3 clusters Score -922901.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -922921.062500 Penalty: 4331.782715
	Iteration 15Q: 3 clusters Score -922921.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -922939.875000 Penalty: 4331.782715
	Iteration 16Q: 3 clusters Score -922939.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -922952.125000 Penalty: 4331.782715
	Iteration 17Q: 3 clusters Score -922952.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -922964.687500 Penalty: 4331.782715
	Iteration 18Q: 3 clusters Score -922964.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -922975.312500 Penalty: 4331.782715
	Iteration 19Q: 3 clusters Score -922975.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -922981.687500 Penalty: 4331.782715
	Iteration 20F: 3 clusters Score -922981.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -922993.250000 Penalty: 4331.782715
	Iteration 21Q: 3 clusters Score -922993.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -923004.125000 Penalty: 4331.782715
	Iteration 22Q: 3 clusters Score -923004.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -923013.812500 Penalty: 4331.782715
	Iteration 23Q: 3 clusters Score -923013.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -923027.750000 Penalty: 4331.782715
	Iteration 24Q: 3 clusters Score -923027.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -923044.125000 Penalty: 4331.782715
	Iteration 25Q: 3 clusters Score -923044.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -923059.062500 Penalty: 4331.782715
	Iteration 26Q: 3 clusters Score -923059.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -923073.875000 Penalty: 4331.782715
	Iteration 27Q: 3 clusters Score -923073.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -923093.562500 Penalty: 4331.782715
	Iteration 28Q: 3 clusters Score -923093.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -923114.250000 Penalty: 4331.782715
	Iteration 29Q: 3 clusters Score -923114.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -923128.562500 Penalty: 4331.782715
	Iteration 30Q: 3 clusters Score -923128.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -923150.312500 Penalty: 4331.782715
	Iteration 31Q: 3 clusters Score -923150.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -923170.187500 Penalty: 4331.782715
	Iteration 32Q: 3 clusters Score -923170.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -923197.187500 Penalty: 4331.782715
	Iteration 33Q: 3 clusters Score -923197.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -923217.500000 Penalty: 4331.782715
	Iteration 34Q: 3 clusters Score -923217.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -923238.875000 Penalty: 4331.782715
	Iteration 35Q: 3 clusters Score -923238.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -923259.437500 Penalty: 4331.782715
	Iteration 36Q: 3 clusters Score -923259.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -923282.625000 Penalty: 4331.782715
	Iteration 37Q: 3 clusters Score -923282.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -923309.437500 Penalty: 4331.782715
	Iteration 38Q: 3 clusters Score -923309.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -923338.062500 Penalty: 4331.782715
	Iteration 39Q: 3 clusters Score -923338.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -923372.812500 Penalty: 4331.782715
	Iteration 40F: 3 clusters Score -923372.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -923401.062500 Penalty: 4331.782715
	Iteration 41Q: 3 clusters Score -923401.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -923434.750000 Penalty: 4331.782715
	Iteration 42Q: 3 clusters Score -923434.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -923471.750000 Penalty: 4331.782715
	Iteration 43Q: 3 clusters Score -923471.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -923519.875000 Penalty: 4331.782715
	Iteration 44Q: 3 clusters Score -923519.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -923583.562500 Penalty: 4331.782715
	Iteration 45Q: 3 clusters Score -923583.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -923629.375000 Penalty: 4331.782715
	Iteration 46Q: 3 clusters Score -923629.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -923653.687500 Penalty: 4331.782715
	Iteration 47Q: 3 clusters Score -923653.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -923678.750000 Penalty: 4331.782715
	Iteration 48Q: 3 clusters Score -923678.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -923701.187500 Penalty: 4331.782715
	Iteration 49Q: 3 clusters Score -923701.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -923724.500000 Penalty: 4331.782715
	Iteration 50Q: 3 clusters Score -923724.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -923745.625000 Penalty: 4331.782715
	Iteration 51Q: 3 clusters Score -923745.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -923761.375000 Penalty: 4331.782715
	Iteration 52Q: 3 clusters Score -923761.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -923771.875000 Penalty: 4331.782715
	Iteration 53Q: 3 clusters Score -923771.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -923781.125000 Penalty: 4331.782715
	Iteration 54Q: 3 clusters Score -923781.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -923789.437500 Penalty: 4331.782715
	Iteration 55Q: 3 clusters Score -923789.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -923798.375000 Penalty: 4331.782715
	Iteration 56Q: 3 clusters Score -923798.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -923806.125000 Penalty: 4331.782715
	Iteration 57Q: 3 clusters Score -923806.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -923811.187500 Penalty: 4331.782715
	Iteration 58Q: 3 clusters Score -923811.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -923821.250000 Penalty: 4331.782715
	Iteration 59Q: 3 clusters Score -923821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -923826.750000 Penalty: 4331.782715
	Iteration 60F: 3 clusters Score -923826.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -923830.312500 Penalty: 4331.782715
	Iteration 61Q: 3 clusters Score -923830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -923833.187500 Penalty: 4331.782715
	Iteration 62Q: 3 clusters Score -923833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -923838.937500 Penalty: 4331.782715
	Iteration 63Q: 3 clusters Score -923838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -923841.500000 Penalty: 4331.782715
	Iteration 64Q: 3 clusters Score -923841.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -923845.437500 Penalty: 4331.782715
	Iteration 65Q: 3 clusters Score -923845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -923850.000000 Penalty: 4331.782715
	Iteration 66Q: 3 clusters Score -923850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -923853.437500 Penalty: 4331.782715
	Iteration 67Q: 3 clusters Score -923853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -923853.937500 Penalty: 4331.782715
	Iteration 68Q: 3 clusters Score -923853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -923854.187500 Penalty: 4331.782715
	Iteration 69Q: 3 clusters Score -923854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -923857.812500 Penalty: 4331.782715
	Iteration 70Q: 3 clusters Score -923857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -923856.750000 Penalty: 4331.782715
	Iteration 71Q: 3 clusters Score -923856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -923858.812500 Penalty: 4331.782715
	Iteration 72Q: 3 clusters Score -923858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -923859.250000 Penalty: 4331.782715
	Iteration 73Q: 3 clusters Score -923859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -923859.687500 Penalty: 4331.782715
	Iteration 74Q: 3 clusters Score -923859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -923860.250000 Penalty: 4331.782715
	Iteration 75Q: 3 clusters Score -923860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -923861.375000 Penalty: 4331.782715
	Iteration 76Q: 3 clusters Score -923861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -923861.375000 Penalty: 4331.782715
	Iteration 77F: 3 clusters Score -923861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -66432.226562 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -66432.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65062.925781 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -65062.93 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65408.640625 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -65408.64 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65789.710938 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -65789.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66017.484375 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -66017.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66127.898438 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -66127.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66185.171875 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -66185.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66197.984375 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -66197.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66201.023438 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -66201.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66201.023438 Penalty: 3091.294189
	Iteration 8F: 3 clusters Score -66201.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Entering Unmasked Estep 
Score: -386105.500000 Penalty: 1963.729736
	Iteration 0F: 2 clusters Score -386105.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -383024.218750 Penalty: 3927.459473
	Iteration 0F: 3 clusters Score -383024.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -383714.750000 Penalty: 3927.459473
	Iteration 1F: 3 clusters Score -383714.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -383923.031250 Penalty: 3927.459473
	Iteration 2F: 3 clusters Score -383923 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -384053.718750 Penalty: 3927.459473
	Iteration 3F: 3 clusters Score -384053.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -384165.093750 Penalty: 3927.459473
	Iteration 4Q: 3 clusters Score -384165.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -384287.406250 Penalty: 3927.459473
	Iteration 5Q: 3 clusters Score -384287.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -384390.093750 Penalty: 3927.459473
	Iteration 6Q: 3 clusters Score -384390.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -384477.468750 Penalty: 3927.459473
	Iteration 7Q: 3 clusters Score -384477.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -384537.968750 Penalty: 3927.459473
	Iteration 8Q: 3 clusters Score -384538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -384587.312500 Penalty: 3927.459473
	Iteration 9Q: 3 clusters Score -384587.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -384621.781250 Penalty: 3927.459473
	Iteration 10Q: 3 clusters Score -384621.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -384652.250000 Penalty: 3927.459473
	Iteration 11Q: 3 clusters Score -384652.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -384668.531250 Penalty: 3927.459473
	Iteration 12Q: 3 clusters Score -384668.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -384686.312500 Penalty: 3927.459473
	Iteration 13Q: 3 clusters Score -384686.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -384699.937500 Penalty: 3927.459473
	Iteration 14Q: 3 clusters Score -384699.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -384712.312500 Penalty: 3927.459473
	Iteration 15Q: 3 clusters Score -384712.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -384723.000000 Penalty: 3927.459473
	Iteration 16Q: 3 clusters Score -384723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -384730.375000 Penalty: 3927.459473
	Iteration 17Q: 3 clusters Score -384730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -384734.312500 Penalty: 3927.459473
	Iteration 18Q: 3 clusters Score -384734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -384742.906250 Penalty: 3927.459473
	Iteration 19Q: 3 clusters Score -384742.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -384751.406250 Penalty: 3927.459473
	Iteration 20F: 3 clusters Score -384751.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -384757.500000 Penalty: 3927.459473
	Iteration 21Q: 3 clusters Score -384757.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -384764.625000 Penalty: 3927.459473
	Iteration 22Q: 3 clusters Score -384764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -384770.437500 Penalty: 3927.459473
	Iteration 23Q: 3 clusters Score -384770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -384774.062500 Penalty: 3927.459473
	Iteration 24Q: 3 clusters Score -384774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -384777.093750 Penalty: 3927.459473
	Iteration 25Q: 3 clusters Score -384777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -384777.343750 Penalty: 3927.459473
	Iteration 26Q: 3 clusters Score -384777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -384778.687500 Penalty: 3927.459473
	Iteration 27Q: 3 clusters Score -384778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -384779.218750 Penalty: 3927.459473
	Iteration 28Q: 3 clusters Score -384779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -384779.218750 Penalty: 3927.459473
	Iteration 29F: 3 clusters Score -384779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (56617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Entering Unmasked Estep 
Score: -8477944.000000 Penalty: 2714.127930
	Iteration 0F: 2 clusters Score -8477944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -8439875.000000 Penalty: 5428.255859
	Iteration 0F: 3 clusters Score -8439875 nChanged 26269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -8454603.000000 Penalty: 5428.255859
	Iteration 1F: 3 clusters Score -8454603 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -8455442.000000 Penalty: 5428.255859
	Iteration 2Q: 3 clusters Score -8455442 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -8456442.000000 Penalty: 5428.255859
	Iteration 3Q: 3 clusters Score -8456442 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -8457806.000000 Penalty: 5428.255859
	Iteration 4Q: 3 clusters Score -8457806 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -8459526.000000 Penalty: 5428.255859
	Iteration 5F: 3 clusters Score -8459526 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -8461349.000000 Penalty: 5428.255859
	Iteration 6F: 3 clusters Score -8461349 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -8463092.000000 Penalty: 5428.255859
	Iteration 7F: 3 clusters Score -8463092 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -8464590.000000 Penalty: 5428.255859
	Iteration 8F: 3 clusters Score -8464590 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -8465997.000000 Penalty: 5428.255859
	Iteration 9Q: 3 clusters Score -8465997 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -8467321.000000 Penalty: 5428.255859
	Iteration 10Q: 3 clusters Score -8467321 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8468753.000000 Penalty: 5428.255859
	Iteration 11Q: 3 clusters Score -8468753 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -8470236.000000 Penalty: 5428.255859
	Iteration 12Q: 3 clusters Score -8470236 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -8471655.000000 Penalty: 5428.255859
	Iteration 13Q: 3 clusters Score -8471655 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8473181.000000 Penalty: 5428.255859
	Iteration 14Q: 3 clusters Score -8473181 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -8474688.000000 Penalty: 5428.255859
	Iteration 15Q: 3 clusters Score -8474688 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -8476105.000000 Penalty: 5428.255859
	Iteration 16Q: 3 clusters Score -8476105 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -8477127.000000 Penalty: 5428.255859
	Iteration 17Q: 3 clusters Score -8477127 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -8477838.000000 Penalty: 5428.255859
	Iteration 18Q: 3 clusters Score -8477838 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -8478289.000000 Penalty: 5428.255859
	Iteration 19Q: 3 clusters Score -8478289 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -8478455.000000 Penalty: 5428.255859
	Iteration 20F: 3 clusters Score -8478455 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -8478563.000000 Penalty: 5428.255859
	Iteration 21Q: 3 clusters Score -8478563 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -8478597.000000 Penalty: 5428.255859
	Iteration 22Q: 3 clusters Score -8478597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -8478597.000000 Penalty: 5428.255859
	Iteration 23Q: 3 clusters Score -8478597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -8478621.000000 Penalty: 5428.255859
	Iteration 24Q: 3 clusters Score -8478621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -8478633.000000 Penalty: 5428.255859
	Iteration 25Q: 3 clusters Score -8478633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -8478639.000000 Penalty: 5428.255859
	Iteration 26Q: 3 clusters Score -8478639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -8478627.000000 Penalty: 5428.255859
	Iteration 27Q: 3 clusters Score -8478627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -8478639.000000 Penalty: 5428.255859
	Iteration 28Q: 3 clusters Score -8478639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -8478639.000000 Penalty: 5428.255859
	Iteration 29Q: 3 clusters Score -8478639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -8478635.000000 Penalty: 5428.255859
	Iteration 30Q: 3 clusters Score -8478635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -8478632.000000 Penalty: 5428.255859
	Iteration 31Q: 3 clusters Score -8478632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -8478632.000000 Penalty: 5428.255859
	Iteration 32Q: 3 clusters Score -8478632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -8478633.000000 Penalty: 5428.255859
	Iteration 33Q: 3 clusters Score -8478633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -8478632.000000 Penalty: 5428.255859
	Iteration 34Q: 3 clusters Score -8478632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -8478630.000000 Penalty: 5428.255859
	Iteration 35Q: 3 clusters Score -8478630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -8478629.000000 Penalty: 5428.255859
	Iteration 36Q: 3 clusters Score -8478629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -8478638.000000 Penalty: 5428.255859
	Iteration 37Q: 3 clusters Score -8478638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -8478641.000000 Penalty: 5428.255859
	Iteration 38Q: 3 clusters Score -8478641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -8478644.000000 Penalty: 5428.255859
	Iteration 39Q: 3 clusters Score -8478644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -8478632.000000 Penalty: 5428.255859
	Iteration 40F: 3 clusters Score -8478632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -8478633.000000 Penalty: 5428.255859
	Iteration 41Q: 3 clusters Score -8478633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -8478633.000000 Penalty: 5428.255859
	Iteration 42Q: 3 clusters Score -8478633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -8478631.000000 Penalty: 5428.255859
	Iteration 43Q: 3 clusters Score -8478631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -8478635.000000 Penalty: 5428.255859
	Iteration 44Q: 3 clusters Score -8478635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -8478635.000000 Penalty: 5428.255859
	Iteration 45F: 3 clusters Score -8478635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4644 members 
Mstep: Class 64 contains 54168 members 
Entering Unmasked Estep 
Score: -151877424.000000 Penalty: 219266.734375
Splitting cluster 33 changes total score from -151877216.000000 to -151877424.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 34 (23620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Entering Unmasked Estep 
Score: -3526997.000000 Penalty: 2497.322510
	Iteration 0F: 2 clusters Score -3526997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3510467.500000 Penalty: 4994.645020
	Iteration 0F: 3 clusters Score -3510468 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3516327.500000 Penalty: 4994.645020
	Iteration 1F: 3 clusters Score -3516328 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3516934.750000 Penalty: 4994.645020
	Iteration 2F: 3 clusters Score -3516935 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3517516.500000 Penalty: 4994.645020
	Iteration 3F: 3 clusters Score -3517516 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3518253.000000 Penalty: 4994.645020
	Iteration 4F: 3 clusters Score -3518253 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3519025.000000 Penalty: 4994.645020
	Iteration 5F: 3 clusters Score -3519025 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3519836.750000 Penalty: 4994.645020
	Iteration 6F: 3 clusters Score -3519837 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3520567.000000 Penalty: 4994.645020
	Iteration 7F: 3 clusters Score -3520567 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3521172.250000 Penalty: 4994.645020
	Iteration 8Q: 3 clusters Score -3521172 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3521582.250000 Penalty: 4994.645020
	Iteration 9Q: 3 clusters Score -3521582 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3521869.000000 Penalty: 4994.645020
	Iteration 10Q: 3 clusters Score -3521869 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3522093.500000 Penalty: 4994.645020
	Iteration 11Q: 3 clusters Score -3522094 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3522288.000000 Penalty: 4994.645020
	Iteration 12Q: 3 clusters Score -3522288 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3522421.750000 Penalty: 4994.645020
	Iteration 13Q: 3 clusters Score -3522422 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3522515.750000 Penalty: 4994.645020
	Iteration 14Q: 3 clusters Score -3522516 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3522608.000000 Penalty: 4994.645020
	Iteration 15Q: 3 clusters Score -3522608 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3522662.750000 Penalty: 4994.645020
	Iteration 16Q: 3 clusters Score -3522663 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3522749.250000 Penalty: 4994.645020
	Iteration 17Q: 3 clusters Score -3522749 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -3522796.750000 Penalty: 4994.645020
	Iteration 18Q: 3 clusters Score -3522797 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3522850.250000 Penalty: 4994.645020
	Iteration 19Q: 3 clusters Score -3522850 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3522880.500000 Penalty: 4994.645020
	Iteration 20F: 3 clusters Score -3522880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3522907.250000 Penalty: 4994.645020
	Iteration 21Q: 3 clusters Score -3522907 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3522937.250000 Penalty: 4994.645020
	Iteration 22Q: 3 clusters Score -3522937 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3522960.250000 Penalty: 4994.645020
	Iteration 23Q: 3 clusters Score -3522960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3522980.250000 Penalty: 4994.645020
	Iteration 24Q: 3 clusters Score -3522980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3522978.750000 Penalty: 4994.645020
	Iteration 25Q: 3 clusters Score -3522979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3522988.000000 Penalty: 4994.645020
	Iteration 26Q: 3 clusters Score -3522988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3522994.750000 Penalty: 4994.645020
	Iteration 27Q: 3 clusters Score -3522995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3523004.250000 Penalty: 4994.645020
	Iteration 28Q: 3 clusters Score -3523004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3523017.000000 Penalty: 4994.645020
	Iteration 29Q: 3 clusters Score -3523017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3523025.750000 Penalty: 4994.645020
	Iteration 30Q: 3 clusters Score -3523026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3523053.000000 Penalty: 4994.645020
	Iteration 31Q: 3 clusters Score -3523053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3523064.000000 Penalty: 4994.645020
	Iteration 32Q: 3 clusters Score -3523064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3523075.250000 Penalty: 4994.645020
	Iteration 33Q: 3 clusters Score -3523075 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3523100.750000 Penalty: 4994.645020
	Iteration 34Q: 3 clusters Score -3523101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3523105.750000 Penalty: 4994.645020
	Iteration 35Q: 3 clusters Score -3523106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3523130.250000 Penalty: 4994.645020
	Iteration 36Q: 3 clusters Score -3523130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3523126.250000 Penalty: 4994.645020
	Iteration 37Q: 3 clusters Score -3523126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3523138.750000 Penalty: 4994.645020
	Iteration 38Q: 3 clusters Score -3523139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3523150.250000 Penalty: 4994.645020
	Iteration 39Q: 3 clusters Score -3523150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3523159.750000 Penalty: 4994.645020
	Iteration 40F: 3 clusters Score -3523160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3523162.750000 Penalty: 4994.645020
	Iteration 41Q: 3 clusters Score -3523163 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3523169.750000 Penalty: 4994.645020
	Iteration 42Q: 3 clusters Score -3523170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3523180.750000 Penalty: 4994.645020
	Iteration 43Q: 3 clusters Score -3523181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3523185.250000 Penalty: 4994.645020
	Iteration 44Q: 3 clusters Score -3523185 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3523193.000000 Penalty: 4994.645020
	Iteration 45Q: 3 clusters Score -3523193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3523204.250000 Penalty: 4994.645020
	Iteration 46Q: 3 clusters Score -3523204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3523215.000000 Penalty: 4994.645020
	Iteration 47Q: 3 clusters Score -3523215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3523220.500000 Penalty: 4994.645020
	Iteration 48Q: 3 clusters Score -3523220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3523240.250000 Penalty: 4994.645020
	Iteration 49Q: 3 clusters Score -3523240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3523240.750000 Penalty: 4994.645020
	Iteration 50Q: 3 clusters Score -3523241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3523250.000000 Penalty: 4994.645020
	Iteration 51Q: 3 clusters Score -3523250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3523263.750000 Penalty: 4994.645020
	Iteration 52Q: 3 clusters Score -3523264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3523292.500000 Penalty: 4994.645020
	Iteration 53Q: 3 clusters Score -3523292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3523295.500000 Penalty: 4994.645020
	Iteration 54Q: 3 clusters Score -3523296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3523306.500000 Penalty: 4994.645020
	Iteration 55Q: 3 clusters Score -3523306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3523322.500000 Penalty: 4994.645020
	Iteration 56Q: 3 clusters Score -3523322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3523349.000000 Penalty: 4994.645020
	Iteration 57Q: 3 clusters Score -3523349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3523349.000000 Penalty: 4994.645020
	Iteration 58Q: 3 clusters Score -3523349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3523377.750000 Penalty: 4994.645020
	Iteration 59Q: 3 clusters Score -3523378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3523391.000000 Penalty: 4994.645020
	Iteration 60F: 3 clusters Score -3523391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3523419.500000 Penalty: 4994.645020
	Iteration 61Q: 3 clusters Score -3523420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3523428.500000 Penalty: 4994.645020
	Iteration 62Q: 3 clusters Score -3523428 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3523464.000000 Penalty: 4994.645020
	Iteration 63Q: 3 clusters Score -3523464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3523464.750000 Penalty: 4994.645020
	Iteration 64Q: 3 clusters Score -3523465 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -3523498.750000 Penalty: 4994.645020
	Iteration 65Q: 3 clusters Score -3523499 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3523526.750000 Penalty: 4994.645020
	Iteration 66Q: 3 clusters Score -3523527 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3523550.750000 Penalty: 4994.645020
	Iteration 67Q: 3 clusters Score -3523551 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3523589.750000 Penalty: 4994.645020
	Iteration 68Q: 3 clusters Score -3523590 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3523628.000000 Penalty: 4994.645020
	Iteration 69Q: 3 clusters Score -3523628 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3523665.250000 Penalty: 4994.645020
	Iteration 70Q: 3 clusters Score -3523665 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3523717.250000 Penalty: 4994.645020
	Iteration 71Q: 3 clusters Score -3523717 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3523766.750000 Penalty: 4994.645020
	Iteration 72Q: 3 clusters Score -3523767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3523792.750000 Penalty: 4994.645020
	Iteration 73Q: 3 clusters Score -3523793 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3523820.750000 Penalty: 4994.645020
	Iteration 74Q: 3 clusters Score -3523821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3523848.750000 Penalty: 4994.645020
	Iteration 75Q: 3 clusters Score -3523849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3523891.750000 Penalty: 4994.645020
	Iteration 76Q: 3 clusters Score -3523892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3523922.250000 Penalty: 4994.645020
	Iteration 77Q: 3 clusters Score -3523922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3523963.500000 Penalty: 4994.645020
	Iteration 78Q: 3 clusters Score -3523964 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3524010.000000 Penalty: 4994.645020
	Iteration 79Q: 3 clusters Score -3524010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3524054.750000 Penalty: 4994.645020
	Iteration 80F: 3 clusters Score -3524055 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3524087.500000 Penalty: 4994.645020
	Iteration 81Q: 3 clusters Score -3524088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3524139.500000 Penalty: 4994.645020
	Iteration 82Q: 3 clusters Score -3524140 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3524177.000000 Penalty: 4994.645020
	Iteration 83Q: 3 clusters Score -3524177 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3524235.500000 Penalty: 4994.645020
	Iteration 84Q: 3 clusters Score -3524236 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3524312.250000 Penalty: 4994.645020
	Iteration 85Q: 3 clusters Score -3524312 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3524369.000000 Penalty: 4994.645020
	Iteration 86Q: 3 clusters Score -3524369 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3524438.500000 Penalty: 4994.645020
	Iteration 87Q: 3 clusters Score -3524438 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3524506.000000 Penalty: 4994.645020
	Iteration 88Q: 3 clusters Score -3524506 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3524570.750000 Penalty: 4994.645020
	Iteration 89Q: 3 clusters Score -3524571 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3524638.000000 Penalty: 4994.645020
	Iteration 90Q: 3 clusters Score -3524638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3524705.250000 Penalty: 4994.645020
	Iteration 91Q: 3 clusters Score -3524705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3524743.500000 Penalty: 4994.645020
	Iteration 92Q: 3 clusters Score -3524744 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3524771.250000 Penalty: 4994.645020
	Iteration 93Q: 3 clusters Score -3524771 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3524811.500000 Penalty: 4994.645020
	Iteration 94Q: 3 clusters Score -3524812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3524837.000000 Penalty: 4994.645020
	Iteration 95Q: 3 clusters Score -3524837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3524868.250000 Penalty: 4994.645020
	Iteration 96Q: 3 clusters Score -3524868 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3524904.750000 Penalty: 4994.645020
	Iteration 97Q: 3 clusters Score -3524905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3524931.500000 Penalty: 4994.645020
	Iteration 98Q: 3 clusters Score -3524932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3524944.500000 Penalty: 4994.645020
	Iteration 99Q: 3 clusters Score -3524944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3524978.250000 Penalty: 4994.645020
	Iteration 100F: 3 clusters Score -3524978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3525007.500000 Penalty: 4994.645020
	Iteration 101Q: 3 clusters Score -3525008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3525011.250000 Penalty: 4994.645020
	Iteration 102Q: 3 clusters Score -3525011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3525020.500000 Penalty: 4994.645020
	Iteration 103Q: 3 clusters Score -3525020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3525045.000000 Penalty: 4994.645020
	Iteration 104Q: 3 clusters Score -3525045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3525052.750000 Penalty: 4994.645020
	Iteration 105Q: 3 clusters Score -3525053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3525061.500000 Penalty: 4994.645020
	Iteration 106Q: 3 clusters Score -3525062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3525082.000000 Penalty: 4994.645020
	Iteration 107Q: 3 clusters Score -3525082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3525096.500000 Penalty: 4994.645020
	Iteration 108Q: 3 clusters Score -3525096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3525119.250000 Penalty: 4994.645020
	Iteration 109Q: 3 clusters Score -3525119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3525128.500000 Penalty: 4994.645020
	Iteration 110Q: 3 clusters Score -3525128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3525131.750000 Penalty: 4994.645020
	Iteration 111Q: 3 clusters Score -3525132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3525141.250000 Penalty: 4994.645020
	Iteration 112Q: 3 clusters Score -3525141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3525151.000000 Penalty: 4994.645020
	Iteration 113Q: 3 clusters Score -3525151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3525159.000000 Penalty: 4994.645020
	Iteration 114Q: 3 clusters Score -3525159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3525165.000000 Penalty: 4994.645020
	Iteration 115Q: 3 clusters Score -3525165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3525166.500000 Penalty: 4994.645020
	Iteration 116Q: 3 clusters Score -3525166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3525173.750000 Penalty: 4994.645020
	Iteration 117Q: 3 clusters Score -3525174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3525169.000000 Penalty: 4994.645020
	Iteration 118Q: 3 clusters Score -3525169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3525164.250000 Penalty: 4994.645020
	Iteration 119Q: 3 clusters Score -3525164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3525174.000000 Penalty: 4994.645020
	Iteration 120F: 3 clusters Score -3525174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3525179.500000 Penalty: 4994.645020
	Iteration 121Q: 3 clusters Score -3525180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3525180.500000 Penalty: 4994.645020
	Iteration 122Q: 3 clusters Score -3525180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3525180.000000 Penalty: 4994.645020
	Iteration 123Q: 3 clusters Score -3525180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3525180.750000 Penalty: 4994.645020
	Iteration 124Q: 3 clusters Score -3525181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3525183.750000 Penalty: 4994.645020
	Iteration 125Q: 3 clusters Score -3525184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3525186.750000 Penalty: 4994.645020
	Iteration 126Q: 3 clusters Score -3525187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3525186.750000 Penalty: 4994.645020
	Iteration 127F: 3 clusters Score -3525187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Entering Unmasked Estep 
Score: -1700800.625000 Penalty: 2299.805420
	Iteration 0F: 2 clusters Score -1700801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1692700.750000 Penalty: 4599.610840
	Iteration 0F: 3 clusters Score -1692701 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1695147.250000 Penalty: 4599.610840
	Iteration 1F: 3 clusters Score -1695147 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1695463.750000 Penalty: 4599.610840
	Iteration 2F: 3 clusters Score -1695464 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1695728.000000 Penalty: 4599.610840
	Iteration 3F: 3 clusters Score -1695728 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1695987.125000 Penalty: 4599.610840
	Iteration 4Q: 3 clusters Score -1695987 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1696257.500000 Penalty: 4599.610840
	Iteration 5Q: 3 clusters Score -1696258 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1696542.375000 Penalty: 4599.610840
	Iteration 6Q: 3 clusters Score -1696542 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1696825.750000 Penalty: 4599.610840
	Iteration 7Q: 3 clusters Score -1696826 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1697084.500000 Penalty: 4599.610840
	Iteration 8Q: 3 clusters Score -1697084 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1697316.625000 Penalty: 4599.610840
	Iteration 9Q: 3 clusters Score -1697317 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1697519.000000 Penalty: 4599.610840
	Iteration 10Q: 3 clusters Score -1697519 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1697709.000000 Penalty: 4599.610840
	Iteration 11Q: 3 clusters Score -1697709 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1697843.875000 Penalty: 4599.610840
	Iteration 12Q: 3 clusters Score -1697844 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1697960.500000 Penalty: 4599.610840
	Iteration 13Q: 3 clusters Score -1697960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1698050.000000 Penalty: 4599.610840
	Iteration 14Q: 3 clusters Score -1698050 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1698166.000000 Penalty: 4599.610840
	Iteration 15Q: 3 clusters Score -1698166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1698271.875000 Penalty: 4599.610840
	Iteration 16Q: 3 clusters Score -1698272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1698373.750000 Penalty: 4599.610840
	Iteration 17Q: 3 clusters Score -1698374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1698458.250000 Penalty: 4599.610840
	Iteration 18Q: 3 clusters Score -1698458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1698535.500000 Penalty: 4599.610840
	Iteration 19Q: 3 clusters Score -1698536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1698592.000000 Penalty: 4599.610840
	Iteration 20F: 3 clusters Score -1698592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1698670.875000 Penalty: 4599.610840
	Iteration 21Q: 3 clusters Score -1698671 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1698732.625000 Penalty: 4599.610840
	Iteration 22Q: 3 clusters Score -1698733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1698785.125000 Penalty: 4599.610840
	Iteration 23Q: 3 clusters Score -1698785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1698825.875000 Penalty: 4599.610840
	Iteration 24Q: 3 clusters Score -1698826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1698863.375000 Penalty: 4599.610840
	Iteration 25Q: 3 clusters Score -1698863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1698889.875000 Penalty: 4599.610840
	Iteration 26Q: 3 clusters Score -1698890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1698913.000000 Penalty: 4599.610840
	Iteration 27Q: 3 clusters Score -1698913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1698934.500000 Penalty: 4599.610840
	Iteration 28Q: 3 clusters Score -1698934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1698951.375000 Penalty: 4599.610840
	Iteration 29Q: 3 clusters Score -1698951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1698959.375000 Penalty: 4599.610840
	Iteration 30Q: 3 clusters Score -1698959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1698966.000000 Penalty: 4599.610840
	Iteration 31Q: 3 clusters Score -1698966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1698979.125000 Penalty: 4599.610840
	Iteration 32Q: 3 clusters Score -1698979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1698994.375000 Penalty: 4599.610840
	Iteration 33Q: 3 clusters Score -1698994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1699011.375000 Penalty: 4599.610840
	Iteration 34Q: 3 clusters Score -1699011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1699018.250000 Penalty: 4599.610840
	Iteration 35Q: 3 clusters Score -1699018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1699028.750000 Penalty: 4599.610840
	Iteration 36Q: 3 clusters Score -1699029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1699036.375000 Penalty: 4599.610840
	Iteration 37Q: 3 clusters Score -1699036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1699046.000000 Penalty: 4599.610840
	Iteration 38Q: 3 clusters Score -1699046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1699051.750000 Penalty: 4599.610840
	Iteration 39Q: 3 clusters Score -1699052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1699059.375000 Penalty: 4599.610840
	Iteration 40F: 3 clusters Score -1699059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1699064.250000 Penalty: 4599.610840
	Iteration 41Q: 3 clusters Score -1699064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1699067.000000 Penalty: 4599.610840
	Iteration 42Q: 3 clusters Score -1699067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1699070.000000 Penalty: 4599.610840
	Iteration 43Q: 3 clusters Score -1699070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1699070.000000 Penalty: 4599.610840
	Iteration 44F: 3 clusters Score -1699070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Entering Unmasked Estep 
Score: -914375.687500 Penalty: 2158.922119
	Iteration 0F: 2 clusters Score -914375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -909206.062500 Penalty: 4317.844238
	Iteration 0F: 3 clusters Score -909206.1 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -910575.187500 Penalty: 4317.844238
	Iteration 1F: 3 clusters Score -910575.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -910859.437500 Penalty: 4317.844238
	Iteration 2F: 3 clusters Score -910859.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -911058.250000 Penalty: 4317.844238
	Iteration 3F: 3 clusters Score -911058.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -911236.875000 Penalty: 4317.844238
	Iteration 4Q: 3 clusters Score -911236.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -911421.937500 Penalty: 4317.844238
	Iteration 5Q: 3 clusters Score -911421.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -911601.875000 Penalty: 4317.844238
	Iteration 6Q: 3 clusters Score -911601.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -911817.437500 Penalty: 4317.844238
	Iteration 7Q: 3 clusters Score -911817.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -912050.437500 Penalty: 4317.844238
	Iteration 8Q: 3 clusters Score -912050.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -912324.187500 Penalty: 4317.844238
	Iteration 9Q: 3 clusters Score -912324.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -912618.125000 Penalty: 4317.844238
	Iteration 10Q: 3 clusters Score -912618.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -912912.437500 Penalty: 4317.844238
	Iteration 11Q: 3 clusters Score -912912.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -913135.250000 Penalty: 4317.844238
	Iteration 12Q: 3 clusters Score -913135.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -913340.937500 Penalty: 4317.844238
	Iteration 13Q: 3 clusters Score -913340.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -913478.000000 Penalty: 4317.844238
	Iteration 14Q: 3 clusters Score -913478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -913557.937500 Penalty: 4317.844238
	Iteration 15Q: 3 clusters Score -913557.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -913621.750000 Penalty: 4317.844238
	Iteration 16Q: 3 clusters Score -913621.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -913660.875000 Penalty: 4317.844238
	Iteration 17Q: 3 clusters Score -913660.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -913678.375000 Penalty: 4317.844238
	Iteration 18Q: 3 clusters Score -913678.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -913689.375000 Penalty: 4317.844238
	Iteration 19Q: 3 clusters Score -913689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -913691.000000 Penalty: 4317.844238
	Iteration 20F: 3 clusters Score -913691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -913694.875000 Penalty: 4317.844238
	Iteration 21Q: 3 clusters Score -913694.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -913698.687500 Penalty: 4317.844238
	Iteration 22Q: 3 clusters Score -913698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -913702.000000 Penalty: 4317.844238
	Iteration 23Q: 3 clusters Score -913702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -913700.250000 Penalty: 4317.844238
	Iteration 24Q: 3 clusters Score -913700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -913702.687500 Penalty: 4317.844238
	Iteration 25Q: 3 clusters Score -913702.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -913702.687500 Penalty: 4317.844238
	Iteration 26F: 3 clusters Score -913702.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (43170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Entering Unmasked Estep 
Score: -6665105.000000 Penalty: 2646.879395
	Iteration 0F: 2 clusters Score -6665105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -6635935.000000 Penalty: 5293.758789
	Iteration 0F: 3 clusters Score -6635935 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -6646816.000000 Penalty: 5293.758789
	Iteration 1F: 3 clusters Score -6646816 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -6647400.000000 Penalty: 5293.758789
	Iteration 2Q: 3 clusters Score -6647400 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -6647912.000000 Penalty: 5293.758789
	Iteration 3Q: 3 clusters Score -6647912 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -6648443.500000 Penalty: 5293.758789
	Iteration 4Q: 3 clusters Score -6648444 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -6648972.000000 Penalty: 5293.758789
	Iteration 5Q: 3 clusters Score -6648972 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -6649610.000000 Penalty: 5293.758789
	Iteration 6Q: 3 clusters Score -6649610 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -6650336.500000 Penalty: 5293.758789
	Iteration 7Q: 3 clusters Score -6650336 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -6651259.500000 Penalty: 5293.758789
	Iteration 8Q: 3 clusters Score -6651260 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -6652574.500000 Penalty: 5293.758789
	Iteration 9Q: 3 clusters Score -6652574 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -6654241.500000 Penalty: 5293.758789
	Iteration 10F: 3 clusters Score -6654242 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -6655993.500000 Penalty: 5293.758789
	Iteration 11F: 3 clusters Score -6655994 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -6657736.500000 Penalty: 5293.758789
	Iteration 12F: 3 clusters Score -6657736 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -6659248.500000 Penalty: 5293.758789
	Iteration 13Q: 3 clusters Score -6659248 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6660459.500000 Penalty: 5293.758789
	Iteration 14Q: 3 clusters Score -6660460 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6661349.000000 Penalty: 5293.758789
	Iteration 15Q: 3 clusters Score -6661349 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6661952.500000 Penalty: 5293.758789
	Iteration 16Q: 3 clusters Score -6661952 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6662365.500000 Penalty: 5293.758789
	Iteration 17Q: 3 clusters Score -6662366 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6662560.000000 Penalty: 5293.758789
	Iteration 18Q: 3 clusters Score -6662560 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6662718.500000 Penalty: 5293.758789
	Iteration 19Q: 3 clusters Score -6662718 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6662803.500000 Penalty: 5293.758789
	Iteration 20F: 3 clusters Score -6662804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6662865.500000 Penalty: 5293.758789
	Iteration 21Q: 3 clusters Score -6662866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6662901.500000 Penalty: 5293.758789
	Iteration 22Q: 3 clusters Score -6662902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6662933.000000 Penalty: 5293.758789
	Iteration 23Q: 3 clusters Score -6662933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6662954.500000 Penalty: 5293.758789
	Iteration 24Q: 3 clusters Score -6662954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6662971.500000 Penalty: 5293.758789
	Iteration 25Q: 3 clusters Score -6662972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6662977.500000 Penalty: 5293.758789
	Iteration 26Q: 3 clusters Score -6662978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6663009.000000 Penalty: 5293.758789
	Iteration 27Q: 3 clusters Score -6663009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6662999.500000 Penalty: 5293.758789
	Iteration 28Q: 3 clusters Score -6663000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6662998.500000 Penalty: 5293.758789
	Iteration 29Q: 3 clusters Score -6662998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6663011.500000 Penalty: 5293.758789
	Iteration 30Q: 3 clusters Score -6663012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6663009.500000 Penalty: 5293.758789
	Iteration 31Q: 3 clusters Score -6663010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6663014.000000 Penalty: 5293.758789
	Iteration 32Q: 3 clusters Score -6663014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6663005.000000 Penalty: 5293.758789
	Iteration 33Q: 3 clusters Score -6663005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6663010.500000 Penalty: 5293.758789
	Iteration 34Q: 3 clusters Score -6663010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6663018.000000 Penalty: 5293.758789
	Iteration 35Q: 3 clusters Score -6663018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6663018.500000 Penalty: 5293.758789
	Iteration 36Q: 3 clusters Score -6663018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6663017.000000 Penalty: 5293.758789
	Iteration 37Q: 3 clusters Score -6663017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6663024.000000 Penalty: 5293.758789
	Iteration 38Q: 3 clusters Score -6663024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6663025.000000 Penalty: 5293.758789
	Iteration 39Q: 3 clusters Score -6663025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6663027.000000 Penalty: 5293.758789
	Iteration 40F: 3 clusters Score -6663027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6663024.500000 Penalty: 5293.758789
	Iteration 41Q: 3 clusters Score -6663024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6663028.500000 Penalty: 5293.758789
	Iteration 42Q: 3 clusters Score -6663028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6663030.000000 Penalty: 5293.758789
	Iteration 43Q: 3 clusters Score -6663030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6663028.500000 Penalty: 5293.758789
	Iteration 44Q: 3 clusters Score -6663028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6663028.500000 Penalty: 5293.758789
	Iteration 45F: 3 clusters Score -6663028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Entering Unmasked Estep 
Score: -1334840.375000 Penalty: 2270.973145
	Iteration 0F: 2 clusters Score -1334840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1327467.750000 Penalty: 4541.946289
	Iteration 0F: 3 clusters Score -1327468 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1329608.875000 Penalty: 4541.946289
	Iteration 1F: 3 clusters Score -1329609 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1330103.500000 Penalty: 4541.946289
	Iteration 2F: 3 clusters Score -1330104 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1330617.750000 Penalty: 4541.946289
	Iteration 3F: 3 clusters Score -1330618 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1331147.500000 Penalty: 4541.946289
	Iteration 4F: 3 clusters Score -1331148 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1331630.250000 Penalty: 4541.946289
	Iteration 5F: 3 clusters Score -1331630 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1332059.875000 Penalty: 4541.946289
	Iteration 6F: 3 clusters Score -1332060 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1332445.375000 Penalty: 4541.946289
	Iteration 7Q: 3 clusters Score -1332445 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1332742.750000 Penalty: 4541.946289
	Iteration 8Q: 3 clusters Score -1332743 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1332961.625000 Penalty: 4541.946289
	Iteration 9Q: 3 clusters Score -1332962 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1333092.500000 Penalty: 4541.946289
	Iteration 10Q: 3 clusters Score -1333092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1333161.750000 Penalty: 4541.946289
	Iteration 11Q: 3 clusters Score -1333162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1333218.000000 Penalty: 4541.946289
	Iteration 12Q: 3 clusters Score -1333218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1333255.000000 Penalty: 4541.946289
	Iteration 13Q: 3 clusters Score -1333255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1333277.875000 Penalty: 4541.946289
	Iteration 14Q: 3 clusters Score -1333278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1333295.875000 Penalty: 4541.946289
	Iteration 15Q: 3 clusters Score -1333296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1333312.750000 Penalty: 4541.946289
	Iteration 16Q: 3 clusters Score -1333313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1333332.000000 Penalty: 4541.946289
	Iteration 17Q: 3 clusters Score -1333332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1333353.875000 Penalty: 4541.946289
	Iteration 18Q: 3 clusters Score -1333354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1333368.250000 Penalty: 4541.946289
	Iteration 19Q: 3 clusters Score -1333368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1333389.750000 Penalty: 4541.946289
	Iteration 20F: 3 clusters Score -1333390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1333406.625000 Penalty: 4541.946289
	Iteration 21Q: 3 clusters Score -1333407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1333419.125000 Penalty: 4541.946289
	Iteration 22Q: 3 clusters Score -1333419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1333435.750000 Penalty: 4541.946289
	Iteration 23Q: 3 clusters Score -1333436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1333444.625000 Penalty: 4541.946289
	Iteration 24Q: 3 clusters Score -1333445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1333456.750000 Penalty: 4541.946289
	Iteration 25Q: 3 clusters Score -1333457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1333459.625000 Penalty: 4541.946289
	Iteration 26Q: 3 clusters Score -1333460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1333468.625000 Penalty: 4541.946289
	Iteration 27Q: 3 clusters Score -1333469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1333471.250000 Penalty: 4541.946289
	Iteration 28Q: 3 clusters Score -1333471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1333474.875000 Penalty: 4541.946289
	Iteration 29Q: 3 clusters Score -1333475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1333478.125000 Penalty: 4541.946289
	Iteration 30Q: 3 clusters Score -1333478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1333490.125000 Penalty: 4541.946289
	Iteration 31Q: 3 clusters Score -1333490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1333498.000000 Penalty: 4541.946289
	Iteration 32Q: 3 clusters Score -1333498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1333503.250000 Penalty: 4541.946289
	Iteration 33Q: 3 clusters Score -1333503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1333511.500000 Penalty: 4541.946289
	Iteration 34Q: 3 clusters Score -1333512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1333517.125000 Penalty: 4541.946289
	Iteration 35Q: 3 clusters Score -1333517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1333526.125000 Penalty: 4541.946289
	Iteration 36Q: 3 clusters Score -1333526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1333528.250000 Penalty: 4541.946289
	Iteration 37Q: 3 clusters Score -1333528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1333536.375000 Penalty: 4541.946289
	Iteration 38Q: 3 clusters Score -1333536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1333538.250000 Penalty: 4541.946289
	Iteration 39Q: 3 clusters Score -1333538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1333540.250000 Penalty: 4541.946289
	Iteration 40F: 3 clusters Score -1333540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1333544.375000 Penalty: 4541.946289
	Iteration 41Q: 3 clusters Score -1333544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1333553.000000 Penalty: 4541.946289
	Iteration 42Q: 3 clusters Score -1333553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1333558.875000 Penalty: 4541.946289
	Iteration 43Q: 3 clusters Score -1333559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1333562.625000 Penalty: 4541.946289
	Iteration 44Q: 3 clusters Score -1333563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1333567.250000 Penalty: 4541.946289
	Iteration 45Q: 3 clusters Score -1333567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1333575.125000 Penalty: 4541.946289
	Iteration 46Q: 3 clusters Score -1333575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1333580.000000 Penalty: 4541.946289
	Iteration 47Q: 3 clusters Score -1333580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1333585.125000 Penalty: 4541.946289
	Iteration 48Q: 3 clusters Score -1333585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1333585.000000 Penalty: 4541.946289
	Iteration 49Q: 3 clusters Score -1333585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1333584.625000 Penalty: 4541.946289
	Iteration 50Q: 3 clusters Score -1333585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1333587.500000 Penalty: 4541.946289
	Iteration 51Q: 3 clusters Score -1333588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1333586.625000 Penalty: 4541.946289
	Iteration 52Q: 3 clusters Score -1333587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1333591.375000 Penalty: 4541.946289
	Iteration 53Q: 3 clusters Score -1333591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1333593.125000 Penalty: 4541.946289
	Iteration 54Q: 3 clusters Score -1333593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1333593.750000 Penalty: 4541.946289
	Iteration 55Q: 3 clusters Score -1333594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1333593.750000 Penalty: 4541.946289
	Iteration 56Q: 3 clusters Score -1333594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1333597.625000 Penalty: 4541.946289
	Iteration 57Q: 3 clusters Score -1333598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1333596.000000 Penalty: 4541.946289
	Iteration 58Q: 3 clusters Score -1333596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1333596.375000 Penalty: 4541.946289
	Iteration 59Q: 3 clusters Score -1333596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1333597.625000 Penalty: 4541.946289
	Iteration 60F: 3 clusters Score -1333598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1333602.875000 Penalty: 4541.946289
	Iteration 61Q: 3 clusters Score -1333603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1333601.750000 Penalty: 4541.946289
	Iteration 62Q: 3 clusters Score -1333602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1333604.875000 Penalty: 4541.946289
	Iteration 63Q: 3 clusters Score -1333605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1333609.875000 Penalty: 4541.946289
	Iteration 64Q: 3 clusters Score -1333610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1333610.375000 Penalty: 4541.946289
	Iteration 65Q: 3 clusters Score -1333610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1333611.875000 Penalty: 4541.946289
	Iteration 66Q: 3 clusters Score -1333612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1333612.375000 Penalty: 4541.946289
	Iteration 67Q: 3 clusters Score -1333612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1333613.500000 Penalty: 4541.946289
	Iteration 68Q: 3 clusters Score -1333614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1333616.625000 Penalty: 4541.946289
	Iteration 69Q: 3 clusters Score -1333617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1333621.000000 Penalty: 4541.946289
	Iteration 70Q: 3 clusters Score -1333621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1333617.875000 Penalty: 4541.946289
	Iteration 71Q: 3 clusters Score -1333618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1333623.375000 Penalty: 4541.946289
	Iteration 72Q: 3 clusters Score -1333623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1333623.375000 Penalty: 4541.946289
	Iteration 73Q: 3 clusters Score -1333623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1333624.125000 Penalty: 4541.946289
	Iteration 74Q: 3 clusters Score -1333624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1333627.875000 Penalty: 4541.946289
	Iteration 75Q: 3 clusters Score -1333628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1333629.875000 Penalty: 4541.946289
	Iteration 76Q: 3 clusters Score -1333630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1333628.125000 Penalty: 4541.946289
	Iteration 77Q: 3 clusters Score -1333628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1333629.250000 Penalty: 4541.946289
	Iteration 78Q: 3 clusters Score -1333629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1333627.750000 Penalty: 4541.946289
	Iteration 79Q: 3 clusters Score -1333628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1333632.125000 Penalty: 4541.946289
	Iteration 80F: 3 clusters Score -1333632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1333631.500000 Penalty: 4541.946289
	Iteration 81Q: 3 clusters Score -1333632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1333632.625000 Penalty: 4541.946289
	Iteration 82Q: 3 clusters Score -1333633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1333634.375000 Penalty: 4541.946289
	Iteration 83Q: 3 clusters Score -1333634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1333634.250000 Penalty: 4541.946289
	Iteration 84Q: 3 clusters Score -1333634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1333635.750000 Penalty: 4541.946289
	Iteration 85Q: 3 clusters Score -1333636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1333639.125000 Penalty: 4541.946289
	Iteration 86Q: 3 clusters Score -1333639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1333640.125000 Penalty: 4541.946289
	Iteration 87Q: 3 clusters Score -1333640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1333642.500000 Penalty: 4541.946289
	Iteration 88Q: 3 clusters Score -1333642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1333645.375000 Penalty: 4541.946289
	Iteration 89Q: 3 clusters Score -1333645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1333649.875000 Penalty: 4541.946289
	Iteration 90Q: 3 clusters Score -1333650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1333653.875000 Penalty: 4541.946289
	Iteration 91Q: 3 clusters Score -1333654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1333655.875000 Penalty: 4541.946289
	Iteration 92Q: 3 clusters Score -1333656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1333657.125000 Penalty: 4541.946289
	Iteration 93Q: 3 clusters Score -1333657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1333655.500000 Penalty: 4541.946289
	Iteration 94Q: 3 clusters Score -1333656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1333656.500000 Penalty: 4541.946289
	Iteration 95Q: 3 clusters Score -1333656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1333657.375000 Penalty: 4541.946289
	Iteration 96Q: 3 clusters Score -1333657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1333656.500000 Penalty: 4541.946289
	Iteration 97Q: 3 clusters Score -1333656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1333655.875000 Penalty: 4541.946289
	Iteration 98Q: 3 clusters Score -1333656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1333659.625000 Penalty: 4541.946289
	Iteration 99Q: 3 clusters Score -1333660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1333661.250000 Penalty: 4541.946289
	Iteration 100F: 3 clusters Score -1333661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1333662.500000 Penalty: 4541.946289
	Iteration 101Q: 3 clusters Score -1333662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1333661.500000 Penalty: 4541.946289
	Iteration 102Q: 3 clusters Score -1333662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1333660.375000 Penalty: 4541.946289
	Iteration 103Q: 3 clusters Score -1333660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1333660.375000 Penalty: 4541.946289
	Iteration 104F: 3 clusters Score -1333660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -294771.593750 Penalty: 1880.392822
	Iteration 0F: 2 clusters Score -294771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -292143.125000 Penalty: 3760.785645
	Iteration 0F: 3 clusters Score -292143.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -292611.812500 Penalty: 3760.785645
	Iteration 1F: 3 clusters Score -292611.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -292740.031250 Penalty: 3760.785645
	Iteration 2F: 3 clusters Score -292740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -292807.625000 Penalty: 3760.785645
	Iteration 3Q: 3 clusters Score -292807.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -292846.375000 Penalty: 3760.785645
	Iteration 4Q: 3 clusters Score -292846.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -292867.468750 Penalty: 3760.785645
	Iteration 5Q: 3 clusters Score -292867.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -292886.718750 Penalty: 3760.785645
	Iteration 6Q: 3 clusters Score -292886.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -292906.250000 Penalty: 3760.785645
	Iteration 7Q: 3 clusters Score -292906.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -292925.468750 Penalty: 3760.785645
	Iteration 8Q: 3 clusters Score -292925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -292941.968750 Penalty: 3760.785645
	Iteration 9Q: 3 clusters Score -292942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292962.437500 Penalty: 3760.785645
	Iteration 10Q: 3 clusters Score -292962.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -292980.750000 Penalty: 3760.785645
	Iteration 11Q: 3 clusters Score -292980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292993.781250 Penalty: 3760.785645
	Iteration 12Q: 3 clusters Score -292993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -292999.906250 Penalty: 3760.785645
	Iteration 13Q: 3 clusters Score -292999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -293009.343750 Penalty: 3760.785645
	Iteration 14Q: 3 clusters Score -293009.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -293017.937500 Penalty: 3760.785645
	Iteration 15Q: 3 clusters Score -293017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -293027.250000 Penalty: 3760.785645
	Iteration 16Q: 3 clusters Score -293027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -293036.968750 Penalty: 3760.785645
	Iteration 17Q: 3 clusters Score -293037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -293048.375000 Penalty: 3760.785645
	Iteration 18Q: 3 clusters Score -293048.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -293064.187500 Penalty: 3760.785645
	Iteration 19Q: 3 clusters Score -293064.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -293082.718750 Penalty: 3760.785645
	Iteration 20F: 3 clusters Score -293082.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -293117.156250 Penalty: 3760.785645
	Iteration 21Q: 3 clusters Score -293117.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -293154.625000 Penalty: 3760.785645
	Iteration 22Q: 3 clusters Score -293154.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -293192.093750 Penalty: 3760.785645
	Iteration 23Q: 3 clusters Score -293192.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -293236.531250 Penalty: 3760.785645
	Iteration 24Q: 3 clusters Score -293236.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -293282.718750 Penalty: 3760.785645
	Iteration 25Q: 3 clusters Score -293282.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -293328.375000 Penalty: 3760.785645
	Iteration 26Q: 3 clusters Score -293328.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -293387.500000 Penalty: 3760.785645
	Iteration 27Q: 3 clusters Score -293387.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -293468.218750 Penalty: 3760.785645
	Iteration 28Q: 3 clusters Score -293468.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -293573.281250 Penalty: 3760.785645
	Iteration 29Q: 3 clusters Score -293573.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -293671.875000 Penalty: 3760.785645
	Iteration 30Q: 3 clusters Score -293671.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -293777.875000 Penalty: 3760.785645
	Iteration 31Q: 3 clusters Score -293777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -293873.593750 Penalty: 3760.785645
	Iteration 32Q: 3 clusters Score -293873.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -293945.718750 Penalty: 3760.785645
	Iteration 33Q: 3 clusters Score -293945.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -294009.062500 Penalty: 3760.785645
	Iteration 34Q: 3 clusters Score -294009.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -294071.625000 Penalty: 3760.785645
	Iteration 35Q: 3 clusters Score -294071.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -294117.406250 Penalty: 3760.785645
	Iteration 36Q: 3 clusters Score -294117.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -294159.281250 Penalty: 3760.785645
	Iteration 37Q: 3 clusters Score -294159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -294175.437500 Penalty: 3760.785645
	Iteration 38Q: 3 clusters Score -294175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -294183.656250 Penalty: 3760.785645
	Iteration 39Q: 3 clusters Score -294183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -294191.156250 Penalty: 3760.785645
	Iteration 40F: 3 clusters Score -294191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -294197.093750 Penalty: 3760.785645
	Iteration 41Q: 3 clusters Score -294197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -294198.343750 Penalty: 3760.785645
	Iteration 42Q: 3 clusters Score -294198.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -294198.343750 Penalty: 3760.785645
	Iteration 43F: 3 clusters Score -294198.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Entering Unmasked Estep 
Score: -1214247.625000 Penalty: 2222.323486
	Iteration 0F: 2 clusters Score -1214248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1207994.125000 Penalty: 4444.646973
	Iteration 0F: 3 clusters Score -1207994 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1209924.125000 Penalty: 4444.646973
	Iteration 1F: 3 clusters Score -1209924 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1210593.125000 Penalty: 4444.646973
	Iteration 2F: 3 clusters Score -1210593 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1211539.250000 Penalty: 4444.646973
	Iteration 3F: 3 clusters Score -1211539 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1212523.625000 Penalty: 4444.646973
	Iteration 4F: 3 clusters Score -1212524 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1213162.625000 Penalty: 4444.646973
	Iteration 5F: 3 clusters Score -1213163 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1213500.375000 Penalty: 4444.646973
	Iteration 6F: 3 clusters Score -1213500 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1213687.375000 Penalty: 4444.646973
	Iteration 7Q: 3 clusters Score -1213687 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1213781.250000 Penalty: 4444.646973
	Iteration 8Q: 3 clusters Score -1213781 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1213856.000000 Penalty: 4444.646973
	Iteration 9Q: 3 clusters Score -1213856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1213916.250000 Penalty: 4444.646973
	Iteration 10Q: 3 clusters Score -1213916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1213954.000000 Penalty: 4444.646973
	Iteration 11Q: 3 clusters Score -1213954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1213991.750000 Penalty: 4444.646973
	Iteration 12Q: 3 clusters Score -1213992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1214026.375000 Penalty: 4444.646973
	Iteration 13Q: 3 clusters Score -1214026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1214058.375000 Penalty: 4444.646973
	Iteration 14Q: 3 clusters Score -1214058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1214082.000000 Penalty: 4444.646973
	Iteration 15Q: 3 clusters Score -1214082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1214099.375000 Penalty: 4444.646973
	Iteration 16Q: 3 clusters Score -1214099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1214118.250000 Penalty: 4444.646973
	Iteration 17Q: 3 clusters Score -1214118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1214134.250000 Penalty: 4444.646973
	Iteration 18Q: 3 clusters Score -1214134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1214155.875000 Penalty: 4444.646973
	Iteration 19Q: 3 clusters Score -1214156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1214169.250000 Penalty: 4444.646973
	Iteration 20F: 3 clusters Score -1214169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1214191.250000 Penalty: 4444.646973
	Iteration 21Q: 3 clusters Score -1214191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1214204.750000 Penalty: 4444.646973
	Iteration 22Q: 3 clusters Score -1214205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1214222.500000 Penalty: 4444.646973
	Iteration 23Q: 3 clusters Score -1214222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1214240.000000 Penalty: 4444.646973
	Iteration 24Q: 3 clusters Score -1214240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1214253.125000 Penalty: 4444.646973
	Iteration 25Q: 3 clusters Score -1214253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1214272.500000 Penalty: 4444.646973
	Iteration 26Q: 3 clusters Score -1214272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1214283.625000 Penalty: 4444.646973
	Iteration 27Q: 3 clusters Score -1214284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1214306.500000 Penalty: 4444.646973
	Iteration 28Q: 3 clusters Score -1214306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1214327.625000 Penalty: 4444.646973
	Iteration 29Q: 3 clusters Score -1214328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1214349.125000 Penalty: 4444.646973
	Iteration 30Q: 3 clusters Score -1214349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1214365.875000 Penalty: 4444.646973
	Iteration 31Q: 3 clusters Score -1214366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1214375.625000 Penalty: 4444.646973
	Iteration 32Q: 3 clusters Score -1214376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1214383.750000 Penalty: 4444.646973
	Iteration 33Q: 3 clusters Score -1214384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1214390.125000 Penalty: 4444.646973
	Iteration 34Q: 3 clusters Score -1214390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1214401.750000 Penalty: 4444.646973
	Iteration 35Q: 3 clusters Score -1214402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1214414.250000 Penalty: 4444.646973
	Iteration 36Q: 3 clusters Score -1214414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1214420.000000 Penalty: 4444.646973
	Iteration 37Q: 3 clusters Score -1214420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1214423.750000 Penalty: 4444.646973
	Iteration 38Q: 3 clusters Score -1214424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1214423.875000 Penalty: 4444.646973
	Iteration 39Q: 3 clusters Score -1214424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1214426.750000 Penalty: 4444.646973
	Iteration 40F: 3 clusters Score -1214427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1214425.125000 Penalty: 4444.646973
	Iteration 41Q: 3 clusters Score -1214425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1214425.125000 Penalty: 4444.646973
	Iteration 42F: 3 clusters Score -1214425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 6363 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4644 members 
Mstep: Class 64 contains 54168 members 
Mstep: Class 65 contains 1430 members 
Entering Unmasked Estep 
Score: -151876640.000000 Penalty: 222692.781250
Splitting cluster 40 changes total score from -151877216.000000 to -151876640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -207428.687500 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -207428.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -205231.687500 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -205231.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -205546.078125 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -205546.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -205658.781250 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -205658.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -205708.171875 Penalty: 3583.116211
	Iteration 3Q: 3 clusters Score -205708.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -205747.437500 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -205747.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -205778.234375 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -205778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -205803.890625 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -205803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -205820.421875 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -205820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -205828.046875 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -205828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -205838.640625 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -205838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -205843.250000 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -205843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -205849.156250 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -205849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -205856.937500 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -205856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -205862.734375 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -205862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -205874.375000 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -205874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -205891.453125 Penalty: 3583.116211
	Iteration 15Q: 3 clusters Score -205891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -205904.265625 Penalty: 3583.116211
	Iteration 16Q: 3 clusters Score -205904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -205910.312500 Penalty: 3583.116211
	Iteration 17Q: 3 clusters Score -205910.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -205919.265625 Penalty: 3583.116211
	Iteration 18Q: 3 clusters Score -205919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -205928.250000 Penalty: 3583.116211
	Iteration 19Q: 3 clusters Score -205928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -205932.203125 Penalty: 3583.116211
	Iteration 20F: 3 clusters Score -205932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -205940.390625 Penalty: 3583.116211
	Iteration 21Q: 3 clusters Score -205940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -205949.656250 Penalty: 3583.116211
	Iteration 22Q: 3 clusters Score -205949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -205957.281250 Penalty: 3583.116211
	Iteration 23Q: 3 clusters Score -205957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -205961.625000 Penalty: 3583.116211
	Iteration 24Q: 3 clusters Score -205961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -205962.562500 Penalty: 3583.116211
	Iteration 25Q: 3 clusters Score -205962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -205963.031250 Penalty: 3583.116211
	Iteration 26Q: 3 clusters Score -205963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -205963.031250 Penalty: 3583.116211
	Iteration 27F: 3 clusters Score -205963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -811755.312500 Penalty: 2131.900635
	Iteration 0F: 2 clusters Score -811755.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -806965.250000 Penalty: 4263.801270
	Iteration 0F: 3 clusters Score -806965.2 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -808176.750000 Penalty: 4263.801270
	Iteration 1F: 3 clusters Score -808176.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -808471.250000 Penalty: 4263.801270
	Iteration 2F: 3 clusters Score -808471.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -808688.750000 Penalty: 4263.801270
	Iteration 3F: 3 clusters Score -808688.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -808884.062500 Penalty: 4263.801270
	Iteration 4Q: 3 clusters Score -808884.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -809035.437500 Penalty: 4263.801270
	Iteration 5Q: 3 clusters Score -809035.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -809152.687500 Penalty: 4263.801270
	Iteration 6Q: 3 clusters Score -809152.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -809252.312500 Penalty: 4263.801270
	Iteration 7Q: 3 clusters Score -809252.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -809368.500000 Penalty: 4263.801270
	Iteration 8Q: 3 clusters Score -809368.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -809500.812500 Penalty: 4263.801270
	Iteration 9Q: 3 clusters Score -809500.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -809656.625000 Penalty: 4263.801270
	Iteration 10Q: 3 clusters Score -809656.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -809839.125000 Penalty: 4263.801270
	Iteration 11Q: 3 clusters Score -809839.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -810063.187500 Penalty: 4263.801270
	Iteration 12Q: 3 clusters Score -810063.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -810382.187500 Penalty: 4263.801270
	Iteration 13Q: 3 clusters Score -810382.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -810798.875000 Penalty: 4263.801270
	Iteration 14Q: 3 clusters Score -810798.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -811253.437500 Penalty: 4263.801270
	Iteration 15Q: 3 clusters Score -811253.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -811687.187500 Penalty: 4263.801270
	Iteration 16Q: 3 clusters Score -811687.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -811984.062500 Penalty: 4263.801270
	Iteration 17Q: 3 clusters Score -811984.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -812134.625000 Penalty: 4263.801270
	Iteration 18Q: 3 clusters Score -812134.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -812197.625000 Penalty: 4263.801270
	Iteration 19Q: 3 clusters Score -812197.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -812222.125000 Penalty: 4263.801270
	Iteration 20F: 3 clusters Score -812222.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -812235.062500 Penalty: 4263.801270
	Iteration 21Q: 3 clusters Score -812235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -812240.000000 Penalty: 4263.801270
	Iteration 22Q: 3 clusters Score -812240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -812242.625000 Penalty: 4263.801270
	Iteration 23Q: 3 clusters Score -812242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -812242.312500 Penalty: 4263.801270
	Iteration 24Q: 3 clusters Score -812242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -812244.312500 Penalty: 4263.801270
	Iteration 25Q: 3 clusters Score -812244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -812246.187500 Penalty: 4263.801270
	Iteration 26Q: 3 clusters Score -812246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -812248.562500 Penalty: 4263.801270
	Iteration 27Q: 3 clusters Score -812248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -812249.937500 Penalty: 4263.801270
	Iteration 28Q: 3 clusters Score -812249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -812250.062500 Penalty: 4263.801270
	Iteration 29Q: 3 clusters Score -812250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -812251.562500 Penalty: 4263.801270
	Iteration 30Q: 3 clusters Score -812251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -812251.562500 Penalty: 4263.801270
	Iteration 31F: 3 clusters Score -812251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 2375 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 4644 members 
Mstep: Class 64 contains 54168 members 
Mstep: Class 65 contains 3037 members 
Entering Unmasked Estep 
Score: -151876768.000000 Penalty: 222692.781250
Splitting cluster 42 changes total score from -151877216.000000 to -151876768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -46620.128906 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -46620.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45306.488281 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -45306.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45406.824219 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -45406.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45443.828125 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -45443.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45468.722656 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -45468.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45476.000000 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -45476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45481.562500 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -45481.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45481.562500 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -45481.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Entering Unmasked Estep 
Score: -2273182.250000 Penalty: 2407.256836
	Iteration 0F: 2 clusters Score -2273182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2261459.000000 Penalty: 4814.513672
	Iteration 0F: 3 clusters Score -2261459 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2265990.750000 Penalty: 4814.513672
	Iteration 1F: 3 clusters Score -2265991 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2267066.000000 Penalty: 4814.513672
	Iteration 2F: 3 clusters Score -2267066 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2267940.250000 Penalty: 4814.513672
	Iteration 3F: 3 clusters Score -2267940 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2268630.500000 Penalty: 4814.513672
	Iteration 4F: 3 clusters Score -2268630 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2269126.250000 Penalty: 4814.513672
	Iteration 5F: 3 clusters Score -2269126 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2269497.000000 Penalty: 4814.513672
	Iteration 6Q: 3 clusters Score -2269497 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2269770.750000 Penalty: 4814.513672
	Iteration 7Q: 3 clusters Score -2269771 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2269965.000000 Penalty: 4814.513672
	Iteration 8Q: 3 clusters Score -2269965 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2270099.000000 Penalty: 4814.513672
	Iteration 9Q: 3 clusters Score -2270099 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2270198.250000 Penalty: 4814.513672
	Iteration 10Q: 3 clusters Score -2270198 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2270278.500000 Penalty: 4814.513672
	Iteration 11Q: 3 clusters Score -2270278 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2270358.500000 Penalty: 4814.513672
	Iteration 12Q: 3 clusters Score -2270358 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2270416.000000 Penalty: 4814.513672
	Iteration 13Q: 3 clusters Score -2270416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2270474.250000 Penalty: 4814.513672
	Iteration 14Q: 3 clusters Score -2270474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2270525.250000 Penalty: 4814.513672
	Iteration 15Q: 3 clusters Score -2270525 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2270567.000000 Penalty: 4814.513672
	Iteration 16Q: 3 clusters Score -2270567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2270608.750000 Penalty: 4814.513672
	Iteration 17Q: 3 clusters Score -2270609 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2270650.000000 Penalty: 4814.513672
	Iteration 18Q: 3 clusters Score -2270650 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2270691.500000 Penalty: 4814.513672
	Iteration 19Q: 3 clusters Score -2270692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2270737.500000 Penalty: 4814.513672
	Iteration 20F: 3 clusters Score -2270738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2270780.000000 Penalty: 4814.513672
	Iteration 21Q: 3 clusters Score -2270780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2270812.000000 Penalty: 4814.513672
	Iteration 22Q: 3 clusters Score -2270812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2270846.000000 Penalty: 4814.513672
	Iteration 23Q: 3 clusters Score -2270846 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2270874.500000 Penalty: 4814.513672
	Iteration 24Q: 3 clusters Score -2270874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2270903.000000 Penalty: 4814.513672
	Iteration 25Q: 3 clusters Score -2270903 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2270942.250000 Penalty: 4814.513672
	Iteration 26Q: 3 clusters Score -2270942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2270979.500000 Penalty: 4814.513672
	Iteration 27Q: 3 clusters Score -2270980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2271032.750000 Penalty: 4814.513672
	Iteration 28Q: 3 clusters Score -2271033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2271084.000000 Penalty: 4814.513672
	Iteration 29Q: 3 clusters Score -2271084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2271114.250000 Penalty: 4814.513672
	Iteration 30Q: 3 clusters Score -2271114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2271145.000000 Penalty: 4814.513672
	Iteration 31Q: 3 clusters Score -2271145 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2271188.250000 Penalty: 4814.513672
	Iteration 32Q: 3 clusters Score -2271188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2271231.750000 Penalty: 4814.513672
	Iteration 33Q: 3 clusters Score -2271232 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2271285.500000 Penalty: 4814.513672
	Iteration 34Q: 3 clusters Score -2271286 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2271328.000000 Penalty: 4814.513672
	Iteration 35Q: 3 clusters Score -2271328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2271376.500000 Penalty: 4814.513672
	Iteration 36Q: 3 clusters Score -2271376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2271456.750000 Penalty: 4814.513672
	Iteration 37Q: 3 clusters Score -2271457 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2271558.250000 Penalty: 4814.513672
	Iteration 38Q: 3 clusters Score -2271558 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2271645.000000 Penalty: 4814.513672
	Iteration 39Q: 3 clusters Score -2271645 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2271735.000000 Penalty: 4814.513672
	Iteration 40F: 3 clusters Score -2271735 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2271821.250000 Penalty: 4814.513672
	Iteration 41Q: 3 clusters Score -2271821 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2271896.250000 Penalty: 4814.513672
	Iteration 42Q: 3 clusters Score -2271896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2271952.250000 Penalty: 4814.513672
	Iteration 43Q: 3 clusters Score -2271952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2271997.000000 Penalty: 4814.513672
	Iteration 44Q: 3 clusters Score -2271997 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2272037.500000 Penalty: 4814.513672
	Iteration 45Q: 3 clusters Score -2272038 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2272066.250000 Penalty: 4814.513672
	Iteration 46Q: 3 clusters Score -2272066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2272087.500000 Penalty: 4814.513672
	Iteration 47Q: 3 clusters Score -2272088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2272108.750000 Penalty: 4814.513672
	Iteration 48Q: 3 clusters Score -2272109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2272137.750000 Penalty: 4814.513672
	Iteration 49Q: 3 clusters Score -2272138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2272166.250000 Penalty: 4814.513672
	Iteration 50Q: 3 clusters Score -2272166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2272185.500000 Penalty: 4814.513672
	Iteration 51Q: 3 clusters Score -2272186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2272188.750000 Penalty: 4814.513672
	Iteration 52Q: 3 clusters Score -2272189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2272202.500000 Penalty: 4814.513672
	Iteration 53Q: 3 clusters Score -2272202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2272211.500000 Penalty: 4814.513672
	Iteration 54Q: 3 clusters Score -2272212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2272214.250000 Penalty: 4814.513672
	Iteration 55Q: 3 clusters Score -2272214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2272227.250000 Penalty: 4814.513672
	Iteration 56Q: 3 clusters Score -2272227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2272230.250000 Penalty: 4814.513672
	Iteration 57Q: 3 clusters Score -2272230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2272231.000000 Penalty: 4814.513672
	Iteration 58Q: 3 clusters Score -2272231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2272236.750000 Penalty: 4814.513672
	Iteration 59Q: 3 clusters Score -2272237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2272237.250000 Penalty: 4814.513672
	Iteration 60F: 3 clusters Score -2272237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2272241.500000 Penalty: 4814.513672
	Iteration 61Q: 3 clusters Score -2272242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2272245.000000 Penalty: 4814.513672
	Iteration 62Q: 3 clusters Score -2272245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2272251.750000 Penalty: 4814.513672
	Iteration 63Q: 3 clusters Score -2272252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2272251.250000 Penalty: 4814.513672
	Iteration 64Q: 3 clusters Score -2272251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2272252.750000 Penalty: 4814.513672
	Iteration 65Q: 3 clusters Score -2272253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2272256.500000 Penalty: 4814.513672
	Iteration 66Q: 3 clusters Score -2272256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2272255.500000 Penalty: 4814.513672
	Iteration 67Q: 3 clusters Score -2272256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2272254.500000 Penalty: 4814.513672
	Iteration 68Q: 3 clusters Score -2272254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2272251.500000 Penalty: 4814.513672
	Iteration 69Q: 3 clusters Score -2272252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2272251.000000 Penalty: 4814.513672
	Iteration 70Q: 3 clusters Score -2272251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2272249.750000 Penalty: 4814.513672
	Iteration 71Q: 3 clusters Score -2272250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2272249.750000 Penalty: 4814.513672
	Iteration 72F: 3 clusters Score -2272250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (43222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Entering Unmasked Estep 
Score: -6469227.000000 Penalty: 2647.177979
	Iteration 0F: 2 clusters Score -6469227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -6439948.500000 Penalty: 5294.355957
	Iteration 0F: 3 clusters Score -6439948 nChanged 19946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -6451322.000000 Penalty: 5294.355957
	Iteration 1F: 3 clusters Score -6451322 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6452518.500000 Penalty: 5294.355957
	Iteration 2F: 3 clusters Score -6452518 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -6453717.000000 Penalty: 5294.355957
	Iteration 3F: 3 clusters Score -6453717 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -6455117.000000 Penalty: 5294.355957
	Iteration 4F: 3 clusters Score -6455117 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -6456659.500000 Penalty: 5294.355957
	Iteration 5F: 3 clusters Score -6456660 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -6458384.000000 Penalty: 5294.355957
	Iteration 6F: 3 clusters Score -6458384 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -6460182.000000 Penalty: 5294.355957
	Iteration 7F: 3 clusters Score -6460182 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -6461670.500000 Penalty: 5294.355957
	Iteration 8F: 3 clusters Score -6461670 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -6462946.000000 Penalty: 5294.355957
	Iteration 9Q: 3 clusters Score -6462946 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -6463906.000000 Penalty: 5294.355957
	Iteration 10Q: 3 clusters Score -6463906 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6464614.000000 Penalty: 5294.355957
	Iteration 11Q: 3 clusters Score -6464614 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -6465221.000000 Penalty: 5294.355957
	Iteration 12Q: 3 clusters Score -6465221 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -6465680.000000 Penalty: 5294.355957
	Iteration 13Q: 3 clusters Score -6465680 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -6466087.000000 Penalty: 5294.355957
	Iteration 14Q: 3 clusters Score -6466087 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6466437.000000 Penalty: 5294.355957
	Iteration 15Q: 3 clusters Score -6466437 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6466682.000000 Penalty: 5294.355957
	Iteration 16Q: 3 clusters Score -6466682 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -6466919.000000 Penalty: 5294.355957
	Iteration 17Q: 3 clusters Score -6466919 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6467143.500000 Penalty: 5294.355957
	Iteration 18Q: 3 clusters Score -6467144 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6467363.500000 Penalty: 5294.355957
	Iteration 19Q: 3 clusters Score -6467364 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6467551.000000 Penalty: 5294.355957
	Iteration 20F: 3 clusters Score -6467551 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6467664.500000 Penalty: 5294.355957
	Iteration 21Q: 3 clusters Score -6467664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6467757.500000 Penalty: 5294.355957
	Iteration 22Q: 3 clusters Score -6467758 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6467811.000000 Penalty: 5294.355957
	Iteration 23Q: 3 clusters Score -6467811 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6467866.000000 Penalty: 5294.355957
	Iteration 24Q: 3 clusters Score -6467866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6467893.500000 Penalty: 5294.355957
	Iteration 25Q: 3 clusters Score -6467894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6467914.000000 Penalty: 5294.355957
	Iteration 26Q: 3 clusters Score -6467914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6467927.500000 Penalty: 5294.355957
	Iteration 27Q: 3 clusters Score -6467928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6467951.500000 Penalty: 5294.355957
	Iteration 28Q: 3 clusters Score -6467952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6467959.500000 Penalty: 5294.355957
	Iteration 29Q: 3 clusters Score -6467960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6467978.500000 Penalty: 5294.355957
	Iteration 30Q: 3 clusters Score -6467978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6467981.500000 Penalty: 5294.355957
	Iteration 31Q: 3 clusters Score -6467982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6467986.000000 Penalty: 5294.355957
	Iteration 32Q: 3 clusters Score -6467986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6467983.500000 Penalty: 5294.355957
	Iteration 33Q: 3 clusters Score -6467984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6467991.500000 Penalty: 5294.355957
	Iteration 34Q: 3 clusters Score -6467992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6467988.000000 Penalty: 5294.355957
	Iteration 35Q: 3 clusters Score -6467988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6467992.000000 Penalty: 5294.355957
	Iteration 36Q: 3 clusters Score -6467992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6467992.500000 Penalty: 5294.355957
	Iteration 37Q: 3 clusters Score -6467992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6467998.500000 Penalty: 5294.355957
	Iteration 38Q: 3 clusters Score -6467998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6468005.000000 Penalty: 5294.355957
	Iteration 39Q: 3 clusters Score -6468005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6468009.000000 Penalty: 5294.355957
	Iteration 40F: 3 clusters Score -6468009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6468015.000000 Penalty: 5294.355957
	Iteration 41Q: 3 clusters Score -6468015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6468018.000000 Penalty: 5294.355957
	Iteration 42Q: 3 clusters Score -6468018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6468029.500000 Penalty: 5294.355957
	Iteration 43Q: 3 clusters Score -6468030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6468033.500000 Penalty: 5294.355957
	Iteration 44Q: 3 clusters Score -6468034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6468030.500000 Penalty: 5294.355957
	Iteration 45Q: 3 clusters Score -6468030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6468038.000000 Penalty: 5294.355957
	Iteration 46Q: 3 clusters Score -6468038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6468044.500000 Penalty: 5294.355957
	Iteration 47Q: 3 clusters Score -6468044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6468036.500000 Penalty: 5294.355957
	Iteration 48Q: 3 clusters Score -6468036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6468038.000000 Penalty: 5294.355957
	Iteration 49Q: 3 clusters Score -6468038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6468039.500000 Penalty: 5294.355957
	Iteration 50Q: 3 clusters Score -6468040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6468032.500000 Penalty: 5294.355957
	Iteration 51Q: 3 clusters Score -6468032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6468033.500000 Penalty: 5294.355957
	Iteration 52Q: 3 clusters Score -6468034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6468035.500000 Penalty: 5294.355957
	Iteration 53Q: 3 clusters Score -6468036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6468035.500000 Penalty: 5294.355957
	Iteration 54F: 3 clusters Score -6468036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -112261.812500 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -112261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110510.117188 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -110510.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -110775.867188 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -110775.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110871.226562 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -110871.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -110917.757812 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -110917.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110942.179688 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -110942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110967.085938 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -110967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -110991.203125 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -110991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -111007.296875 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -111007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -111015.843750 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -111015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -111019.429688 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -111019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -111023.437500 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -111023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -111045.679688 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -111045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -111081.117188 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -111081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -111161.070312 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -111161.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -111272.921875 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -111272.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111331.656250 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -111331.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111373.492188 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -111373.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111422.734375 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -111422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111472.875000 Penalty: 3297.253418
	Iteration 18Q: 3 clusters Score -111472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111542.765625 Penalty: 3297.253418
	Iteration 19Q: 3 clusters Score -111542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111607.507812 Penalty: 3297.253418
	Iteration 20F: 3 clusters Score -111607.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111665.789062 Penalty: 3297.253418
	Iteration 21Q: 3 clusters Score -111665.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111764.796875 Penalty: 3297.253418
	Iteration 22Q: 3 clusters Score -111764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111862.187500 Penalty: 3297.253418
	Iteration 23Q: 3 clusters Score -111862.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111955.460938 Penalty: 3297.253418
	Iteration 24Q: 3 clusters Score -111955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111989.906250 Penalty: 3297.253418
	Iteration 25Q: 3 clusters Score -111989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112011.156250 Penalty: 3297.253418
	Iteration 26Q: 3 clusters Score -112011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112045.289062 Penalty: 3297.253418
	Iteration 27Q: 3 clusters Score -112045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112088.781250 Penalty: 3297.253418
	Iteration 28Q: 3 clusters Score -112088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -112120.828125 Penalty: 3297.253418
	Iteration 29Q: 3 clusters Score -112120.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112150.054688 Penalty: 3297.253418
	Iteration 30Q: 3 clusters Score -112150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112158.578125 Penalty: 3297.253418
	Iteration 31Q: 3 clusters Score -112158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112165.476562 Penalty: 3297.253418
	Iteration 32Q: 3 clusters Score -112165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112169.687500 Penalty: 3297.253418
	Iteration 33Q: 3 clusters Score -112169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112173.398438 Penalty: 3297.253418
	Iteration 34Q: 3 clusters Score -112173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112180.734375 Penalty: 3297.253418
	Iteration 35Q: 3 clusters Score -112180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112194.226562 Penalty: 3297.253418
	Iteration 36Q: 3 clusters Score -112194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112205.945312 Penalty: 3297.253418
	Iteration 37Q: 3 clusters Score -112205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112209.085938 Penalty: 3297.253418
	Iteration 38Q: 3 clusters Score -112209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112209.085938 Penalty: 3297.253418
	Iteration 39F: 3 clusters Score -112209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Entering Unmasked Estep 
Score: -2952859.500000 Penalty: 2451.547607
	Iteration 0F: 2 clusters Score -2952860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2939067.750000 Penalty: 4903.095215
	Iteration 0F: 3 clusters Score -2939068 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2944062.000000 Penalty: 4903.095215
	Iteration 1F: 3 clusters Score -2944062 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2944792.500000 Penalty: 4903.095215
	Iteration 2F: 3 clusters Score -2944792 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2945523.250000 Penalty: 4903.095215
	Iteration 3F: 3 clusters Score -2945523 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2946280.250000 Penalty: 4903.095215
	Iteration 4F: 3 clusters Score -2946280 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2947045.000000 Penalty: 4903.095215
	Iteration 5F: 3 clusters Score -2947045 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2947830.750000 Penalty: 4903.095215
	Iteration 6F: 3 clusters Score -2947831 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2948614.000000 Penalty: 4903.095215
	Iteration 7F: 3 clusters Score -2948614 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2949294.000000 Penalty: 4903.095215
	Iteration 8Q: 3 clusters Score -2949294 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2949833.500000 Penalty: 4903.095215
	Iteration 9Q: 3 clusters Score -2949834 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2950227.500000 Penalty: 4903.095215
	Iteration 10Q: 3 clusters Score -2950228 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2950513.000000 Penalty: 4903.095215
	Iteration 11Q: 3 clusters Score -2950513 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2950758.250000 Penalty: 4903.095215
	Iteration 12Q: 3 clusters Score -2950758 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2950959.250000 Penalty: 4903.095215
	Iteration 13Q: 3 clusters Score -2950959 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2951140.000000 Penalty: 4903.095215
	Iteration 14Q: 3 clusters Score -2951140 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2951281.500000 Penalty: 4903.095215
	Iteration 15Q: 3 clusters Score -2951282 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2951402.750000 Penalty: 4903.095215
	Iteration 16Q: 3 clusters Score -2951403 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2951490.250000 Penalty: 4903.095215
	Iteration 17Q: 3 clusters Score -2951490 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2951554.000000 Penalty: 4903.095215
	Iteration 18Q: 3 clusters Score -2951554 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2951595.750000 Penalty: 4903.095215
	Iteration 19Q: 3 clusters Score -2951596 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2951638.750000 Penalty: 4903.095215
	Iteration 20F: 3 clusters Score -2951639 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2951651.500000 Penalty: 4903.095215
	Iteration 21Q: 3 clusters Score -2951652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2951668.750000 Penalty: 4903.095215
	Iteration 22Q: 3 clusters Score -2951669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2951682.000000 Penalty: 4903.095215
	Iteration 23Q: 3 clusters Score -2951682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2951694.750000 Penalty: 4903.095215
	Iteration 24Q: 3 clusters Score -2951695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2951695.000000 Penalty: 4903.095215
	Iteration 25Q: 3 clusters Score -2951695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2951701.250000 Penalty: 4903.095215
	Iteration 26Q: 3 clusters Score -2951701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2951699.250000 Penalty: 4903.095215
	Iteration 27Q: 3 clusters Score -2951699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2951705.500000 Penalty: 4903.095215
	Iteration 28Q: 3 clusters Score -2951706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2951707.500000 Penalty: 4903.095215
	Iteration 29Q: 3 clusters Score -2951708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2951716.750000 Penalty: 4903.095215
	Iteration 30Q: 3 clusters Score -2951717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2951709.000000 Penalty: 4903.095215
	Iteration 31Q: 3 clusters Score -2951709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2951712.750000 Penalty: 4903.095215
	Iteration 32Q: 3 clusters Score -2951713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2951710.750000 Penalty: 4903.095215
	Iteration 33Q: 3 clusters Score -2951711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2951708.750000 Penalty: 4903.095215
	Iteration 34Q: 3 clusters Score -2951709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2951709.750000 Penalty: 4903.095215
	Iteration 35Q: 3 clusters Score -2951710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2951715.000000 Penalty: 4903.095215
	Iteration 36Q: 3 clusters Score -2951715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2951718.000000 Penalty: 4903.095215
	Iteration 37Q: 3 clusters Score -2951718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2951716.000000 Penalty: 4903.095215
	Iteration 38Q: 3 clusters Score -2951716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2951714.500000 Penalty: 4903.095215
	Iteration 39Q: 3 clusters Score -2951714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2951714.500000 Penalty: 4903.095215
	Iteration 40F: 3 clusters Score -2951714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -307782.750000 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -307782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -305148.093750 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -305148.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -305773.375000 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -305773.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -305959.187500 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -305959.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -306042.531250 Penalty: 3790.929688
	Iteration 3Q: 3 clusters Score -306042.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -306090.031250 Penalty: 3790.929688
	Iteration 4Q: 3 clusters Score -306090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -306116.281250 Penalty: 3790.929688
	Iteration 5Q: 3 clusters Score -306116.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -306142.937500 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -306142.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -306173.250000 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -306173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306195.437500 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -306195.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -306216.343750 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -306216.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306231.093750 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -306231.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -306248.406250 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -306248.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306255.843750 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -306255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -306261.906250 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -306261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306263.531250 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -306263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306264.562500 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -306264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -306266.281250 Penalty: 3790.929688
	Iteration 16Q: 3 clusters Score -306266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306266.687500 Penalty: 3790.929688
	Iteration 17Q: 3 clusters Score -306266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -306267.343750 Penalty: 3790.929688
	Iteration 18Q: 3 clusters Score -306267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306268.437500 Penalty: 3790.929688
	Iteration 19Q: 3 clusters Score -306268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -306268.437500 Penalty: 3790.929688
	Iteration 20F: 3 clusters Score -306268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (45424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Entering Unmasked Estep 
Score: -7147412.000000 Penalty: 2659.501465
	Iteration 0F: 2 clusters Score -7147412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -7116931.000000 Penalty: 5319.002930
	Iteration 0F: 3 clusters Score -7116931 nChanged 20765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7128691.000000 Penalty: 5319.002930
	Iteration 1F: 3 clusters Score -7128691 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -7129566.500000 Penalty: 5319.002930
	Iteration 2F: 3 clusters Score -7129566 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -7130795.500000 Penalty: 5319.002930
	Iteration 3F: 3 clusters Score -7130796 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -7132497.000000 Penalty: 5319.002930
	Iteration 4F: 3 clusters Score -7132497 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -7134703.500000 Penalty: 5319.002930
	Iteration 5F: 3 clusters Score -7134704 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -7137314.000000 Penalty: 5319.002930
	Iteration 6F: 3 clusters Score -7137314 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -7139874.500000 Penalty: 5319.002930
	Iteration 7F: 3 clusters Score -7139874 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7142005.500000 Penalty: 5319.002930
	Iteration 8Q: 3 clusters Score -7142006 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -7143220.500000 Penalty: 5319.002930
	Iteration 9Q: 3 clusters Score -7143220 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7143894.000000 Penalty: 5319.002930
	Iteration 10Q: 3 clusters Score -7143894 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7144292.000000 Penalty: 5319.002930
	Iteration 11Q: 3 clusters Score -7144292 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7144523.500000 Penalty: 5319.002930
	Iteration 12Q: 3 clusters Score -7144524 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7144699.500000 Penalty: 5319.002930
	Iteration 13Q: 3 clusters Score -7144700 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7144812.000000 Penalty: 5319.002930
	Iteration 14Q: 3 clusters Score -7144812 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7144896.500000 Penalty: 5319.002930
	Iteration 15Q: 3 clusters Score -7144896 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7144999.500000 Penalty: 5319.002930
	Iteration 16Q: 3 clusters Score -7145000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7145045.500000 Penalty: 5319.002930
	Iteration 17Q: 3 clusters Score -7145046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7145115.500000 Penalty: 5319.002930
	Iteration 18Q: 3 clusters Score -7145116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7145136.000000 Penalty: 5319.002930
	Iteration 19Q: 3 clusters Score -7145136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7145187.500000 Penalty: 5319.002930
	Iteration 20F: 3 clusters Score -7145188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7145197.000000 Penalty: 5319.002930
	Iteration 21Q: 3 clusters Score -7145197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7145204.000000 Penalty: 5319.002930
	Iteration 22Q: 3 clusters Score -7145204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7145235.500000 Penalty: 5319.002930
	Iteration 23Q: 3 clusters Score -7145236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7145243.500000 Penalty: 5319.002930
	Iteration 24Q: 3 clusters Score -7145244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7145241.000000 Penalty: 5319.002930
	Iteration 25Q: 3 clusters Score -7145241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7145267.000000 Penalty: 5319.002930
	Iteration 26Q: 3 clusters Score -7145267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7145270.500000 Penalty: 5319.002930
	Iteration 27Q: 3 clusters Score -7145270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7145282.500000 Penalty: 5319.002930
	Iteration 28Q: 3 clusters Score -7145282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7145292.000000 Penalty: 5319.002930
	Iteration 29Q: 3 clusters Score -7145292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7145322.500000 Penalty: 5319.002930
	Iteration 30Q: 3 clusters Score -7145322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7145335.000000 Penalty: 5319.002930
	Iteration 31Q: 3 clusters Score -7145335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7145354.000000 Penalty: 5319.002930
	Iteration 32Q: 3 clusters Score -7145354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7145371.000000 Penalty: 5319.002930
	Iteration 33Q: 3 clusters Score -7145371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7145383.500000 Penalty: 5319.002930
	Iteration 34Q: 3 clusters Score -7145384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7145395.000000 Penalty: 5319.002930
	Iteration 35Q: 3 clusters Score -7145395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7145399.500000 Penalty: 5319.002930
	Iteration 36Q: 3 clusters Score -7145400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7145406.000000 Penalty: 5319.002930
	Iteration 37Q: 3 clusters Score -7145406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7145406.000000 Penalty: 5319.002930
	Iteration 38Q: 3 clusters Score -7145406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7145417.500000 Penalty: 5319.002930
	Iteration 39Q: 3 clusters Score -7145418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7145427.000000 Penalty: 5319.002930
	Iteration 40F: 3 clusters Score -7145427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7145425.500000 Penalty: 5319.002930
	Iteration 41Q: 3 clusters Score -7145426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7145417.500000 Penalty: 5319.002930
	Iteration 42Q: 3 clusters Score -7145418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7145427.000000 Penalty: 5319.002930
	Iteration 43Q: 3 clusters Score -7145427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7145428.500000 Penalty: 5319.002930
	Iteration 44Q: 3 clusters Score -7145428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7145436.000000 Penalty: 5319.002930
	Iteration 45Q: 3 clusters Score -7145436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7145440.000000 Penalty: 5319.002930
	Iteration 46Q: 3 clusters Score -7145440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7145436.000000 Penalty: 5319.002930
	Iteration 47Q: 3 clusters Score -7145436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7145433.000000 Penalty: 5319.002930
	Iteration 48Q: 3 clusters Score -7145433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7145444.500000 Penalty: 5319.002930
	Iteration 49Q: 3 clusters Score -7145444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7145443.500000 Penalty: 5319.002930
	Iteration 50Q: 3 clusters Score -7145444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7145450.500000 Penalty: 5319.002930
	Iteration 51Q: 3 clusters Score -7145450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7145451.500000 Penalty: 5319.002930
	Iteration 52Q: 3 clusters Score -7145452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7145460.000000 Penalty: 5319.002930
	Iteration 53Q: 3 clusters Score -7145460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7145463.000000 Penalty: 5319.002930
	Iteration 54Q: 3 clusters Score -7145463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7145465.000000 Penalty: 5319.002930
	Iteration 55Q: 3 clusters Score -7145465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7145460.500000 Penalty: 5319.002930
	Iteration 56Q: 3 clusters Score -7145460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7145464.000000 Penalty: 5319.002930
	Iteration 57Q: 3 clusters Score -7145464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7145461.500000 Penalty: 5319.002930
	Iteration 58Q: 3 clusters Score -7145462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7145463.000000 Penalty: 5319.002930
	Iteration 59Q: 3 clusters Score -7145463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7145463.000000 Penalty: 5319.002930
	Iteration 60F: 3 clusters Score -7145463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -604421.062500 Penalty: 2046.218506
	Iteration 0F: 2 clusters Score -604421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -600630.375000 Penalty: 4092.437012
	Iteration 0F: 3 clusters Score -600630.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -601603.937500 Penalty: 4092.437012
	Iteration 1F: 3 clusters Score -601603.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -602047.375000 Penalty: 4092.437012
	Iteration 2F: 3 clusters Score -602047.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -602456.062500 Penalty: 4092.437012
	Iteration 3F: 3 clusters Score -602456.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -602746.625000 Penalty: 4092.437012
	Iteration 4F: 3 clusters Score -602746.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -602960.500000 Penalty: 4092.437012
	Iteration 5F: 3 clusters Score -602960.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -603092.437500 Penalty: 4092.437012
	Iteration 6Q: 3 clusters Score -603092.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -603165.812500 Penalty: 4092.437012
	Iteration 7Q: 3 clusters Score -603165.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -603202.687500 Penalty: 4092.437012
	Iteration 8Q: 3 clusters Score -603202.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -603224.187500 Penalty: 4092.437012
	Iteration 9Q: 3 clusters Score -603224.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -603239.750000 Penalty: 4092.437012
	Iteration 10Q: 3 clusters Score -603239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -603250.062500 Penalty: 4092.437012
	Iteration 11Q: 3 clusters Score -603250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -603256.062500 Penalty: 4092.437012
	Iteration 12Q: 3 clusters Score -603256.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -603262.250000 Penalty: 4092.437012
	Iteration 13Q: 3 clusters Score -603262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -603267.000000 Penalty: 4092.437012
	Iteration 14Q: 3 clusters Score -603267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -603271.125000 Penalty: 4092.437012
	Iteration 15Q: 3 clusters Score -603271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -603273.812500 Penalty: 4092.437012
	Iteration 16Q: 3 clusters Score -603273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -603276.250000 Penalty: 4092.437012
	Iteration 17Q: 3 clusters Score -603276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -603277.937500 Penalty: 4092.437012
	Iteration 18Q: 3 clusters Score -603277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -603279.750000 Penalty: 4092.437012
	Iteration 19Q: 3 clusters Score -603279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -603279.750000 Penalty: 4092.437012
	Iteration 20F: 3 clusters Score -603279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -441223.656250 Penalty: 1974.765381
	Iteration 0F: 2 clusters Score -441223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -438051.437500 Penalty: 3949.530762
	Iteration 0F: 3 clusters Score -438051.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -438767.875000 Penalty: 3949.530762
	Iteration 1F: 3 clusters Score -438767.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -438986.562500 Penalty: 3949.530762
	Iteration 2F: 3 clusters Score -438986.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -439125.750000 Penalty: 3949.530762
	Iteration 3F: 3 clusters Score -439125.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -439244.437500 Penalty: 3949.530762
	Iteration 4Q: 3 clusters Score -439244.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -439343.968750 Penalty: 3949.530762
	Iteration 5Q: 3 clusters Score -439344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -439420.187500 Penalty: 3949.530762
	Iteration 6Q: 3 clusters Score -439420.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -439492.437500 Penalty: 3949.530762
	Iteration 7Q: 3 clusters Score -439492.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -439553.187500 Penalty: 3949.530762
	Iteration 8Q: 3 clusters Score -439553.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -439606.437500 Penalty: 3949.530762
	Iteration 9Q: 3 clusters Score -439606.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -439650.531250 Penalty: 3949.530762
	Iteration 10Q: 3 clusters Score -439650.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -439680.750000 Penalty: 3949.530762
	Iteration 11Q: 3 clusters Score -439680.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -439703.562500 Penalty: 3949.530762
	Iteration 12Q: 3 clusters Score -439703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -439717.437500 Penalty: 3949.530762
	Iteration 13Q: 3 clusters Score -439717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -439726.000000 Penalty: 3949.530762
	Iteration 14Q: 3 clusters Score -439726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -439735.031250 Penalty: 3949.530762
	Iteration 15Q: 3 clusters Score -439735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -439744.625000 Penalty: 3949.530762
	Iteration 16Q: 3 clusters Score -439744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -439756.625000 Penalty: 3949.530762
	Iteration 17Q: 3 clusters Score -439756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -439769.562500 Penalty: 3949.530762
	Iteration 18Q: 3 clusters Score -439769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -439788.406250 Penalty: 3949.530762
	Iteration 19Q: 3 clusters Score -439788.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -439821.625000 Penalty: 3949.530762
	Iteration 20F: 3 clusters Score -439821.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -439875.781250 Penalty: 3949.530762
	Iteration 21Q: 3 clusters Score -439875.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -439968.593750 Penalty: 3949.530762
	Iteration 22Q: 3 clusters Score -439968.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -440093.031250 Penalty: 3949.530762
	Iteration 23Q: 3 clusters Score -440093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -440247.812500 Penalty: 3949.530762
	Iteration 24Q: 3 clusters Score -440247.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -440330.500000 Penalty: 3949.530762
	Iteration 25Q: 3 clusters Score -440330.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -440376.156250 Penalty: 3949.530762
	Iteration 26Q: 3 clusters Score -440376.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -440412.875000 Penalty: 3949.530762
	Iteration 27Q: 3 clusters Score -440412.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -440447.593750 Penalty: 3949.530762
	Iteration 28Q: 3 clusters Score -440447.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -440477.625000 Penalty: 3949.530762
	Iteration 29Q: 3 clusters Score -440477.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -440499.281250 Penalty: 3949.530762
	Iteration 30Q: 3 clusters Score -440499.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -440515.187500 Penalty: 3949.530762
	Iteration 31Q: 3 clusters Score -440515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -440523.343750 Penalty: 3949.530762
	Iteration 32Q: 3 clusters Score -440523.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -440531.218750 Penalty: 3949.530762
	Iteration 33Q: 3 clusters Score -440531.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -440536.875000 Penalty: 3949.530762
	Iteration 34Q: 3 clusters Score -440536.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -440545.562500 Penalty: 3949.530762
	Iteration 35Q: 3 clusters Score -440545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -440555.750000 Penalty: 3949.530762
	Iteration 36Q: 3 clusters Score -440555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -440563.718750 Penalty: 3949.530762
	Iteration 37Q: 3 clusters Score -440563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -440570.156250 Penalty: 3949.530762
	Iteration 38Q: 3 clusters Score -440570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -440576.062500 Penalty: 3949.530762
	Iteration 39Q: 3 clusters Score -440576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -440581.656250 Penalty: 3949.530762
	Iteration 40F: 3 clusters Score -440581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -440586.718750 Penalty: 3949.530762
	Iteration 41Q: 3 clusters Score -440586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -440596.218750 Penalty: 3949.530762
	Iteration 42Q: 3 clusters Score -440596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -440599.968750 Penalty: 3949.530762
	Iteration 43Q: 3 clusters Score -440600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -440602.812500 Penalty: 3949.530762
	Iteration 44Q: 3 clusters Score -440602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -440606.812500 Penalty: 3949.530762
	Iteration 45Q: 3 clusters Score -440606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -440611.937500 Penalty: 3949.530762
	Iteration 46Q: 3 clusters Score -440611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -440615.500000 Penalty: 3949.530762
	Iteration 47Q: 3 clusters Score -440615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -440620.687500 Penalty: 3949.530762
	Iteration 48Q: 3 clusters Score -440620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -440622.656250 Penalty: 3949.530762
	Iteration 49Q: 3 clusters Score -440622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -440627.250000 Penalty: 3949.530762
	Iteration 50Q: 3 clusters Score -440627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -440630.625000 Penalty: 3949.530762
	Iteration 51Q: 3 clusters Score -440630.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -440634.968750 Penalty: 3949.530762
	Iteration 52Q: 3 clusters Score -440635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -440641.562500 Penalty: 3949.530762
	Iteration 53Q: 3 clusters Score -440641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -440644.406250 Penalty: 3949.530762
	Iteration 54Q: 3 clusters Score -440644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -440647.406250 Penalty: 3949.530762
	Iteration 55Q: 3 clusters Score -440647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -440655.218750 Penalty: 3949.530762
	Iteration 56Q: 3 clusters Score -440655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -440669.562500 Penalty: 3949.530762
	Iteration 57Q: 3 clusters Score -440669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -440684.375000 Penalty: 3949.530762
	Iteration 58Q: 3 clusters Score -440684.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -440702.468750 Penalty: 3949.530762
	Iteration 59Q: 3 clusters Score -440702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -440731.031250 Penalty: 3949.530762
	Iteration 60F: 3 clusters Score -440731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -440767.343750 Penalty: 3949.530762
	Iteration 61Q: 3 clusters Score -440767.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -440800.000000 Penalty: 3949.530762
	Iteration 62Q: 3 clusters Score -440800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -440834.781250 Penalty: 3949.530762
	Iteration 63Q: 3 clusters Score -440834.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -440866.250000 Penalty: 3949.530762
	Iteration 64Q: 3 clusters Score -440866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -440891.343750 Penalty: 3949.530762
	Iteration 65Q: 3 clusters Score -440891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -440903.281250 Penalty: 3949.530762
	Iteration 66Q: 3 clusters Score -440903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -440909.156250 Penalty: 3949.530762
	Iteration 67Q: 3 clusters Score -440909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -440916.343750 Penalty: 3949.530762
	Iteration 68Q: 3 clusters Score -440916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -440931.187500 Penalty: 3949.530762
	Iteration 69Q: 3 clusters Score -440931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -440938.968750 Penalty: 3949.530762
	Iteration 70Q: 3 clusters Score -440939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -440948.250000 Penalty: 3949.530762
	Iteration 71Q: 3 clusters Score -440948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -440954.531250 Penalty: 3949.530762
	Iteration 72Q: 3 clusters Score -440954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -440969.875000 Penalty: 3949.530762
	Iteration 73Q: 3 clusters Score -440969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -440990.781250 Penalty: 3949.530762
	Iteration 74Q: 3 clusters Score -440990.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -441007.687500 Penalty: 3949.530762
	Iteration 75Q: 3 clusters Score -441007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -441014.250000 Penalty: 3949.530762
	Iteration 76Q: 3 clusters Score -441014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -441025.000000 Penalty: 3949.530762
	Iteration 77Q: 3 clusters Score -441025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -441028.125000 Penalty: 3949.530762
	Iteration 78Q: 3 clusters Score -441028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -441028.656250 Penalty: 3949.530762
	Iteration 79Q: 3 clusters Score -441028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -441030.343750 Penalty: 3949.530762
	Iteration 80F: 3 clusters Score -441030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -441030.843750 Penalty: 3949.530762
	Iteration 81Q: 3 clusters Score -441030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -441032.218750 Penalty: 3949.530762
	Iteration 82Q: 3 clusters Score -441032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -441033.250000 Penalty: 3949.530762
	Iteration 83Q: 3 clusters Score -441033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -441034.093750 Penalty: 3949.530762
	Iteration 84Q: 3 clusters Score -441034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -441034.093750 Penalty: 3949.530762
	Iteration 85F: 3 clusters Score -441034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -964769.750000 Penalty: 2164.649658
	Iteration 0F: 2 clusters Score -964769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -959517.750000 Penalty: 4329.299316
	Iteration 0F: 3 clusters Score -959517.8 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -961251.375000 Penalty: 4329.299316
	Iteration 1F: 3 clusters Score -961251.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -961806.000000 Penalty: 4329.299316
	Iteration 2F: 3 clusters Score -961806 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -962255.875000 Penalty: 4329.299316
	Iteration 3F: 3 clusters Score -962255.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -962669.187500 Penalty: 4329.299316
	Iteration 4F: 3 clusters Score -962669.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -963020.437500 Penalty: 4329.299316
	Iteration 5F: 3 clusters Score -963020.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -963377.750000 Penalty: 4329.299316
	Iteration 6F: 3 clusters Score -963377.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -963716.562500 Penalty: 4329.299316
	Iteration 7Q: 3 clusters Score -963716.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -964074.875000 Penalty: 4329.299316
	Iteration 8Q: 3 clusters Score -964074.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -964334.437500 Penalty: 4329.299316
	Iteration 9Q: 3 clusters Score -964334.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -964494.937500 Penalty: 4329.299316
	Iteration 10Q: 3 clusters Score -964494.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -964573.875000 Penalty: 4329.299316
	Iteration 11Q: 3 clusters Score -964573.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -964607.125000 Penalty: 4329.299316
	Iteration 12Q: 3 clusters Score -964607.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -964633.312500 Penalty: 4329.299316
	Iteration 13Q: 3 clusters Score -964633.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -964646.687500 Penalty: 4329.299316
	Iteration 14Q: 3 clusters Score -964646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -964659.500000 Penalty: 4329.299316
	Iteration 15Q: 3 clusters Score -964659.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -964667.125000 Penalty: 4329.299316
	Iteration 16Q: 3 clusters Score -964667.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -964671.437500 Penalty: 4329.299316
	Iteration 17Q: 3 clusters Score -964671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -964675.062500 Penalty: 4329.299316
	Iteration 18Q: 3 clusters Score -964675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -964675.437500 Penalty: 4329.299316
	Iteration 19Q: 3 clusters Score -964675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -964678.937500 Penalty: 4329.299316
	Iteration 20F: 3 clusters Score -964678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -964680.625000 Penalty: 4329.299316
	Iteration 21Q: 3 clusters Score -964680.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -964684.500000 Penalty: 4329.299316
	Iteration 22Q: 3 clusters Score -964684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -964688.312500 Penalty: 4329.299316
	Iteration 23Q: 3 clusters Score -964688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -964689.812500 Penalty: 4329.299316
	Iteration 24Q: 3 clusters Score -964689.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -964691.812500 Penalty: 4329.299316
	Iteration 25Q: 3 clusters Score -964691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -964693.000000 Penalty: 4329.299316
	Iteration 26Q: 3 clusters Score -964693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -964693.375000 Penalty: 4329.299316
	Iteration 27Q: 3 clusters Score -964693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -964695.625000 Penalty: 4329.299316
	Iteration 28Q: 3 clusters Score -964695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -964696.687500 Penalty: 4329.299316
	Iteration 29Q: 3 clusters Score -964696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -964696.687500 Penalty: 4329.299316
	Iteration 30F: 3 clusters Score -964696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -378678.593750 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -378678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -375741.406250 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -375741.4 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -376302.250000 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -376302.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -376461.656250 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -376461.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -376549.718750 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -376549.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -376601.750000 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -376601.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376633.468750 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -376633.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376662.812500 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -376662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376681.843750 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -376681.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376693.375000 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -376693.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376700.781250 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -376700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -376706.375000 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -376706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -376711.312500 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -376711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376715.812500 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -376715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -376719.562500 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -376719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -376725.125000 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -376725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -376729.718750 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -376729.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376732.843750 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -376732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -376737.468750 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -376737.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -376741.968750 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -376742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -376744.125000 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -376744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -376744.968750 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -376745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -376745.531250 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -376745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -376745.531250 Penalty: 3884.285156
	Iteration 22F: 3 clusters Score -376745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -451422.062500 Penalty: 1976.829224
	Iteration 0F: 2 clusters Score -451422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -448237.156250 Penalty: 3953.658447
	Iteration 0F: 3 clusters Score -448237.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -448922.156250 Penalty: 3953.658447
	Iteration 1F: 3 clusters Score -448922.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449107.718750 Penalty: 3953.658447
	Iteration 2F: 3 clusters Score -449107.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -449215.187500 Penalty: 3953.658447
	Iteration 3Q: 3 clusters Score -449215.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -449290.250000 Penalty: 3953.658447
	Iteration 4Q: 3 clusters Score -449290.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -449354.218750 Penalty: 3953.658447
	Iteration 5Q: 3 clusters Score -449354.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -449395.812500 Penalty: 3953.658447
	Iteration 6Q: 3 clusters Score -449395.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -449424.906250 Penalty: 3953.658447
	Iteration 7Q: 3 clusters Score -449424.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -449451.062500 Penalty: 3953.658447
	Iteration 8Q: 3 clusters Score -449451.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -449471.156250 Penalty: 3953.658447
	Iteration 9Q: 3 clusters Score -449471.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -449485.343750 Penalty: 3953.658447
	Iteration 10Q: 3 clusters Score -449485.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -449492.812500 Penalty: 3953.658447
	Iteration 11Q: 3 clusters Score -449492.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -449499.250000 Penalty: 3953.658447
	Iteration 12Q: 3 clusters Score -449499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -449505.437500 Penalty: 3953.658447
	Iteration 13Q: 3 clusters Score -449505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -449511.656250 Penalty: 3953.658447
	Iteration 14Q: 3 clusters Score -449511.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -449520.031250 Penalty: 3953.658447
	Iteration 15Q: 3 clusters Score -449520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -449529.562500 Penalty: 3953.658447
	Iteration 16Q: 3 clusters Score -449529.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -449539.906250 Penalty: 3953.658447
	Iteration 17Q: 3 clusters Score -449539.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -449553.937500 Penalty: 3953.658447
	Iteration 18Q: 3 clusters Score -449553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -449559.875000 Penalty: 3953.658447
	Iteration 19Q: 3 clusters Score -449559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -449565.125000 Penalty: 3953.658447
	Iteration 20F: 3 clusters Score -449565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449568.812500 Penalty: 3953.658447
	Iteration 21Q: 3 clusters Score -449568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -449575.593750 Penalty: 3953.658447
	Iteration 22Q: 3 clusters Score -449575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -449584.406250 Penalty: 3953.658447
	Iteration 23Q: 3 clusters Score -449584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -449594.343750 Penalty: 3953.658447
	Iteration 24Q: 3 clusters Score -449594.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -449603.062500 Penalty: 3953.658447
	Iteration 25Q: 3 clusters Score -449603.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449611.593750 Penalty: 3953.658447
	Iteration 26Q: 3 clusters Score -449611.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -449623.656250 Penalty: 3953.658447
	Iteration 27Q: 3 clusters Score -449623.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -449633.593750 Penalty: 3953.658447
	Iteration 28Q: 3 clusters Score -449633.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -449644.687500 Penalty: 3953.658447
	Iteration 29Q: 3 clusters Score -449644.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -449654.968750 Penalty: 3953.658447
	Iteration 30Q: 3 clusters Score -449655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -449664.625000 Penalty: 3953.658447
	Iteration 31Q: 3 clusters Score -449664.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -449678.812500 Penalty: 3953.658447
	Iteration 32Q: 3 clusters Score -449678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -449689.625000 Penalty: 3953.658447
	Iteration 33Q: 3 clusters Score -449689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -449694.218750 Penalty: 3953.658447
	Iteration 34Q: 3 clusters Score -449694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -449699.125000 Penalty: 3953.658447
	Iteration 35Q: 3 clusters Score -449699.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -449704.187500 Penalty: 3953.658447
	Iteration 36Q: 3 clusters Score -449704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -449711.656250 Penalty: 3953.658447
	Iteration 37Q: 3 clusters Score -449711.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -449718.781250 Penalty: 3953.658447
	Iteration 38Q: 3 clusters Score -449718.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -449723.750000 Penalty: 3953.658447
	Iteration 39Q: 3 clusters Score -449723.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -449727.812500 Penalty: 3953.658447
	Iteration 40F: 3 clusters Score -449727.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -449733.656250 Penalty: 3953.658447
	Iteration 41Q: 3 clusters Score -449733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449739.750000 Penalty: 3953.658447
	Iteration 42Q: 3 clusters Score -449739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -449746.093750 Penalty: 3953.658447
	Iteration 43Q: 3 clusters Score -449746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -449753.875000 Penalty: 3953.658447
	Iteration 44Q: 3 clusters Score -449753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -449762.093750 Penalty: 3953.658447
	Iteration 45Q: 3 clusters Score -449762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -449770.343750 Penalty: 3953.658447
	Iteration 46Q: 3 clusters Score -449770.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -449774.375000 Penalty: 3953.658447
	Iteration 47Q: 3 clusters Score -449774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -449780.437500 Penalty: 3953.658447
	Iteration 48Q: 3 clusters Score -449780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -449787.156250 Penalty: 3953.658447
	Iteration 49Q: 3 clusters Score -449787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -449794.093750 Penalty: 3953.658447
	Iteration 50Q: 3 clusters Score -449794.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -449800.500000 Penalty: 3953.658447
	Iteration 51Q: 3 clusters Score -449800.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -449806.343750 Penalty: 3953.658447
	Iteration 52Q: 3 clusters Score -449806.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -449809.218750 Penalty: 3953.658447
	Iteration 53Q: 3 clusters Score -449809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -449810.875000 Penalty: 3953.658447
	Iteration 54Q: 3 clusters Score -449810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -449811.187500 Penalty: 3953.658447
	Iteration 55Q: 3 clusters Score -449811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -449811.187500 Penalty: 3953.658447
	Iteration 56F: 3 clusters Score -449811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Entering Unmasked Estep 
Score: -852285.500000 Penalty: 2138.903809
	Iteration 0F: 2 clusters Score -852285.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -847416.687500 Penalty: 4277.807617
	Iteration 0F: 3 clusters Score -847416.7 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -848713.062500 Penalty: 4277.807617
	Iteration 1F: 3 clusters Score -848713.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -849009.062500 Penalty: 4277.807617
	Iteration 2F: 3 clusters Score -849009.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -849242.687500 Penalty: 4277.807617
	Iteration 3F: 3 clusters Score -849242.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -849479.687500 Penalty: 4277.807617
	Iteration 4F: 3 clusters Score -849479.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -849699.500000 Penalty: 4277.807617
	Iteration 5Q: 3 clusters Score -849699.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -849894.500000 Penalty: 4277.807617
	Iteration 6Q: 3 clusters Score -849894.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -850098.062500 Penalty: 4277.807617
	Iteration 7Q: 3 clusters Score -850098.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -850289.500000 Penalty: 4277.807617
	Iteration 8Q: 3 clusters Score -850289.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -850434.562500 Penalty: 4277.807617
	Iteration 9Q: 3 clusters Score -850434.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -850557.937500 Penalty: 4277.807617
	Iteration 10Q: 3 clusters Score -850557.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -850662.312500 Penalty: 4277.807617
	Iteration 11Q: 3 clusters Score -850662.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -850772.375000 Penalty: 4277.807617
	Iteration 12Q: 3 clusters Score -850772.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -850852.375000 Penalty: 4277.807617
	Iteration 13Q: 3 clusters Score -850852.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -850924.500000 Penalty: 4277.807617
	Iteration 14Q: 3 clusters Score -850924.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -850993.625000 Penalty: 4277.807617
	Iteration 15Q: 3 clusters Score -850993.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -851072.750000 Penalty: 4277.807617
	Iteration 16Q: 3 clusters Score -851072.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -851168.937500 Penalty: 4277.807617
	Iteration 17Q: 3 clusters Score -851168.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -851286.125000 Penalty: 4277.807617
	Iteration 18Q: 3 clusters Score -851286.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -851408.750000 Penalty: 4277.807617
	Iteration 19Q: 3 clusters Score -851408.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -851531.250000 Penalty: 4277.807617
	Iteration 20F: 3 clusters Score -851531.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -851610.250000 Penalty: 4277.807617
	Iteration 21Q: 3 clusters Score -851610.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -851646.062500 Penalty: 4277.807617
	Iteration 22Q: 3 clusters Score -851646.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -851661.750000 Penalty: 4277.807617
	Iteration 23Q: 3 clusters Score -851661.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -851671.062500 Penalty: 4277.807617
	Iteration 24Q: 3 clusters Score -851671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -851676.437500 Penalty: 4277.807617
	Iteration 25Q: 3 clusters Score -851676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -851679.500000 Penalty: 4277.807617
	Iteration 26Q: 3 clusters Score -851679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -851679.937500 Penalty: 4277.807617
	Iteration 27Q: 3 clusters Score -851679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -851679.812500 Penalty: 4277.807617
	Iteration 28Q: 3 clusters Score -851679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -851679.812500 Penalty: 4277.807617
	Iteration 29F: 3 clusters Score -851679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Entering Unmasked Estep 
Score: -1362367.375000 Penalty: 2243.479980
	Iteration 0F: 2 clusters Score -1362367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1355606.625000 Penalty: 4486.959961
	Iteration 0F: 3 clusters Score -1355607 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1357460.000000 Penalty: 4486.959961
	Iteration 1F: 3 clusters Score -1357460 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1357720.625000 Penalty: 4486.959961
	Iteration 2F: 3 clusters Score -1357721 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1357882.250000 Penalty: 4486.959961
	Iteration 3Q: 3 clusters Score -1357882 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1358014.375000 Penalty: 4486.959961
	Iteration 4Q: 3 clusters Score -1358014 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1358126.125000 Penalty: 4486.959961
	Iteration 5Q: 3 clusters Score -1358126 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1358217.625000 Penalty: 4486.959961
	Iteration 6Q: 3 clusters Score -1358218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1358299.625000 Penalty: 4486.959961
	Iteration 7Q: 3 clusters Score -1358300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1358381.250000 Penalty: 4486.959961
	Iteration 8Q: 3 clusters Score -1358381 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1358465.000000 Penalty: 4486.959961
	Iteration 9Q: 3 clusters Score -1358465 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1358556.500000 Penalty: 4486.959961
	Iteration 10Q: 3 clusters Score -1358556 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1358654.000000 Penalty: 4486.959961
	Iteration 11Q: 3 clusters Score -1358654 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1358786.250000 Penalty: 4486.959961
	Iteration 12Q: 3 clusters Score -1358786 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1358939.250000 Penalty: 4486.959961
	Iteration 13Q: 3 clusters Score -1358939 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1359105.125000 Penalty: 4486.959961
	Iteration 14Q: 3 clusters Score -1359105 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1359281.000000 Penalty: 4486.959961
	Iteration 15Q: 3 clusters Score -1359281 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1359469.250000 Penalty: 4486.959961
	Iteration 16Q: 3 clusters Score -1359469 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1359635.750000 Penalty: 4486.959961
	Iteration 17Q: 3 clusters Score -1359636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1359773.375000 Penalty: 4486.959961
	Iteration 18Q: 3 clusters Score -1359773 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1359878.750000 Penalty: 4486.959961
	Iteration 19Q: 3 clusters Score -1359879 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1359969.625000 Penalty: 4486.959961
	Iteration 20F: 3 clusters Score -1359970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1360029.250000 Penalty: 4486.959961
	Iteration 21Q: 3 clusters Score -1360029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1360086.500000 Penalty: 4486.959961
	Iteration 22Q: 3 clusters Score -1360086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1360123.125000 Penalty: 4486.959961
	Iteration 23Q: 3 clusters Score -1360123 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1360166.125000 Penalty: 4486.959961
	Iteration 24Q: 3 clusters Score -1360166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1360202.375000 Penalty: 4486.959961
	Iteration 25Q: 3 clusters Score -1360202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1360229.000000 Penalty: 4486.959961
	Iteration 26Q: 3 clusters Score -1360229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1360267.000000 Penalty: 4486.959961
	Iteration 27Q: 3 clusters Score -1360267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1360296.125000 Penalty: 4486.959961
	Iteration 28Q: 3 clusters Score -1360296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1360320.625000 Penalty: 4486.959961
	Iteration 29Q: 3 clusters Score -1360321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1360341.375000 Penalty: 4486.959961
	Iteration 30Q: 3 clusters Score -1360341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1360373.000000 Penalty: 4486.959961
	Iteration 31Q: 3 clusters Score -1360373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1360403.750000 Penalty: 4486.959961
	Iteration 32Q: 3 clusters Score -1360404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1360414.625000 Penalty: 4486.959961
	Iteration 33Q: 3 clusters Score -1360415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1360422.750000 Penalty: 4486.959961
	Iteration 34Q: 3 clusters Score -1360423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1360428.750000 Penalty: 4486.959961
	Iteration 35Q: 3 clusters Score -1360429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1360432.750000 Penalty: 4486.959961
	Iteration 36Q: 3 clusters Score -1360433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1360431.875000 Penalty: 4486.959961
	Iteration 37Q: 3 clusters Score -1360432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1360431.875000 Penalty: 4486.959961
	Iteration 38F: 3 clusters Score -1360432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -636575.500000 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -636575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -632544.500000 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -632544.5 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -633565.000000 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -633565 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -633878.312500 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -633878.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -634099.437500 Penalty: 4140.287109
	Iteration 3F: 3 clusters Score -634099.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -634253.937500 Penalty: 4140.287109
	Iteration 4F: 3 clusters Score -634253.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -634383.187500 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -634383.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -634511.687500 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -634511.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -634637.937500 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -634637.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -634720.937500 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -634720.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -634769.250000 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -634769.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -634813.812500 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -634813.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -634846.875000 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -634846.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -634874.875000 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -634874.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -634895.062500 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -634895.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -634909.312500 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -634909.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -634920.500000 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -634920.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -634933.187500 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -634933.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -634942.375000 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -634942.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -634947.937500 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -634947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -634954.375000 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -634954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -634956.812500 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -634956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -634960.187500 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -634960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -634965.000000 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -634965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -634969.562500 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -634969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -634972.250000 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -634972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -634975.812500 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -634975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -634981.437500 Penalty: 4140.287109
	Iteration 26Q: 3 clusters Score -634981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -634983.562500 Penalty: 4140.287109
	Iteration 27Q: 3 clusters Score -634983.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -634986.562500 Penalty: 4140.287109
	Iteration 28Q: 3 clusters Score -634986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -634988.625000 Penalty: 4140.287109
	Iteration 29Q: 3 clusters Score -634988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -634989.187500 Penalty: 4140.287109
	Iteration 30Q: 3 clusters Score -634989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -634990.500000 Penalty: 4140.287109
	Iteration 31Q: 3 clusters Score -634990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -634990.500000 Penalty: 4140.287109
	Iteration 32F: 3 clusters Score -634990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -827506.625000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -827506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -822670.125000 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -822670.1 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -823996.625000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -823996.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -824400.062500 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -824400.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -824737.687500 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -824737.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -825079.687500 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -825079.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -825491.375000 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -825491.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -825801.750000 Penalty: 4263.709961
	Iteration 6F: 3 clusters Score -825801.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -826058.687500 Penalty: 4263.709961
	Iteration 7F: 3 clusters Score -826058.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -826247.250000 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -826247.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -826348.562500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -826348.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -826407.625000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -826407.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -826463.625000 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -826463.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -826511.000000 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -826511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -826547.062500 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -826547.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -826572.125000 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -826572.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -826596.562500 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -826596.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -826615.750000 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -826615.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -826634.500000 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -826634.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -826645.937500 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -826645.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -826659.500000 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -826659.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -826673.250000 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -826673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -826685.562500 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -826685.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -826696.437500 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -826696.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -826710.875000 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -826710.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -826724.437500 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -826724.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -826742.500000 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -826742.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -826758.437500 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -826758.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -826769.437500 Penalty: 4263.709961
	Iteration 27Q: 3 clusters Score -826769.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -826784.500000 Penalty: 4263.709961
	Iteration 28Q: 3 clusters Score -826784.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -826795.562500 Penalty: 4263.709961
	Iteration 29Q: 3 clusters Score -826795.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -826802.312500 Penalty: 4263.709961
	Iteration 30Q: 3 clusters Score -826802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -826806.562500 Penalty: 4263.709961
	Iteration 31Q: 3 clusters Score -826806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -826810.125000 Penalty: 4263.709961
	Iteration 32Q: 3 clusters Score -826810.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -826814.937500 Penalty: 4263.709961
	Iteration 33Q: 3 clusters Score -826814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -826819.437500 Penalty: 4263.709961
	Iteration 34Q: 3 clusters Score -826819.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -826826.750000 Penalty: 4263.709961
	Iteration 35Q: 3 clusters Score -826826.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -826832.500000 Penalty: 4263.709961
	Iteration 36Q: 3 clusters Score -826832.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -826841.312500 Penalty: 4263.709961
	Iteration 37Q: 3 clusters Score -826841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -826844.375000 Penalty: 4263.709961
	Iteration 38Q: 3 clusters Score -826844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -826847.875000 Penalty: 4263.709961
	Iteration 39Q: 3 clusters Score -826847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -826851.250000 Penalty: 4263.709961
	Iteration 40F: 3 clusters Score -826851.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -826855.937500 Penalty: 4263.709961
	Iteration 41Q: 3 clusters Score -826855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -826860.250000 Penalty: 4263.709961
	Iteration 42Q: 3 clusters Score -826860.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -826861.625000 Penalty: 4263.709961
	Iteration 43Q: 3 clusters Score -826861.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -826868.125000 Penalty: 4263.709961
	Iteration 44Q: 3 clusters Score -826868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -826870.875000 Penalty: 4263.709961
	Iteration 45Q: 3 clusters Score -826870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -826874.687500 Penalty: 4263.709961
	Iteration 46Q: 3 clusters Score -826874.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -826879.000000 Penalty: 4263.709961
	Iteration 47Q: 3 clusters Score -826879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -826881.812500 Penalty: 4263.709961
	Iteration 48Q: 3 clusters Score -826881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -826886.125000 Penalty: 4263.709961
	Iteration 49Q: 3 clusters Score -826886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -826889.875000 Penalty: 4263.709961
	Iteration 50Q: 3 clusters Score -826889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -826892.750000 Penalty: 4263.709961
	Iteration 51Q: 3 clusters Score -826892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -826899.375000 Penalty: 4263.709961
	Iteration 52Q: 3 clusters Score -826899.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -826908.812500 Penalty: 4263.709961
	Iteration 53Q: 3 clusters Score -826908.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -826922.812500 Penalty: 4263.709961
	Iteration 54Q: 3 clusters Score -826922.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -826941.937500 Penalty: 4263.709961
	Iteration 55Q: 3 clusters Score -826941.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -826964.250000 Penalty: 4263.709961
	Iteration 56Q: 3 clusters Score -826964.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -826983.812500 Penalty: 4263.709961
	Iteration 57Q: 3 clusters Score -826983.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -826995.375000 Penalty: 4263.709961
	Iteration 58Q: 3 clusters Score -826995.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -827012.875000 Penalty: 4263.709961
	Iteration 59Q: 3 clusters Score -827012.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -827030.250000 Penalty: 4263.709961
	Iteration 60F: 3 clusters Score -827030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -827040.812500 Penalty: 4263.709961
	Iteration 61Q: 3 clusters Score -827040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -827051.250000 Penalty: 4263.709961
	Iteration 62Q: 3 clusters Score -827051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -827057.062500 Penalty: 4263.709961
	Iteration 63Q: 3 clusters Score -827057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -827062.625000 Penalty: 4263.709961
	Iteration 64Q: 3 clusters Score -827062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -827066.625000 Penalty: 4263.709961
	Iteration 65Q: 3 clusters Score -827066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -827071.062500 Penalty: 4263.709961
	Iteration 66Q: 3 clusters Score -827071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -827074.687500 Penalty: 4263.709961
	Iteration 67Q: 3 clusters Score -827074.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -827081.000000 Penalty: 4263.709961
	Iteration 68Q: 3 clusters Score -827081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -827082.937500 Penalty: 4263.709961
	Iteration 69Q: 3 clusters Score -827082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -827085.437500 Penalty: 4263.709961
	Iteration 70Q: 3 clusters Score -827085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -827083.937500 Penalty: 4263.709961
	Iteration 71Q: 3 clusters Score -827083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -827084.125000 Penalty: 4263.709961
	Iteration 72Q: 3 clusters Score -827084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -827088.875000 Penalty: 4263.709961
	Iteration 73Q: 3 clusters Score -827088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -827089.750000 Penalty: 4263.709961
	Iteration 74Q: 3 clusters Score -827089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -827091.375000 Penalty: 4263.709961
	Iteration 75Q: 3 clusters Score -827091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -827093.750000 Penalty: 4263.709961
	Iteration 76Q: 3 clusters Score -827093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -827096.125000 Penalty: 4263.709961
	Iteration 77Q: 3 clusters Score -827096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -827101.000000 Penalty: 4263.709961
	Iteration 78Q: 3 clusters Score -827101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -827102.187500 Penalty: 4263.709961
	Iteration 79Q: 3 clusters Score -827102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -827102.812500 Penalty: 4263.709961
	Iteration 80F: 3 clusters Score -827102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -827106.750000 Penalty: 4263.709961
	Iteration 81Q: 3 clusters Score -827106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -827106.187500 Penalty: 4263.709961
	Iteration 82Q: 3 clusters Score -827106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -827107.375000 Penalty: 4263.709961
	Iteration 83Q: 3 clusters Score -827107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -827108.187500 Penalty: 4263.709961
	Iteration 84Q: 3 clusters Score -827108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -827111.500000 Penalty: 4263.709961
	Iteration 85Q: 3 clusters Score -827111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -827113.437500 Penalty: 4263.709961
	Iteration 86Q: 3 clusters Score -827113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -827114.562500 Penalty: 4263.709961
	Iteration 87Q: 3 clusters Score -827114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -827116.375000 Penalty: 4263.709961
	Iteration 88Q: 3 clusters Score -827116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -827119.125000 Penalty: 4263.709961
	Iteration 89Q: 3 clusters Score -827119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -827121.125000 Penalty: 4263.709961
	Iteration 90Q: 3 clusters Score -827121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -827122.437500 Penalty: 4263.709961
	Iteration 91Q: 3 clusters Score -827122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -827123.125000 Penalty: 4263.709961
	Iteration 92Q: 3 clusters Score -827123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -827123.062500 Penalty: 4263.709961
	Iteration 93Q: 3 clusters Score -827123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -827123.562500 Penalty: 4263.709961
	Iteration 94Q: 3 clusters Score -827123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -827124.312500 Penalty: 4263.709961
	Iteration 95Q: 3 clusters Score -827124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -827124.312500 Penalty: 4263.709961
	Iteration 96F: 3 clusters Score -827124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -923953.125000 Penalty: 2157.355713
	Iteration 0F: 2 clusters Score -923953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -918887.812500 Penalty: 4314.711426
	Iteration 0F: 3 clusters Score -918887.8 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -920363.625000 Penalty: 4314.711426
	Iteration 1F: 3 clusters Score -920363.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -920706.125000 Penalty: 4314.711426
	Iteration 2F: 3 clusters Score -920706.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -920949.437500 Penalty: 4314.711426
	Iteration 3F: 3 clusters Score -920949.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -921137.875000 Penalty: 4314.711426
	Iteration 4Q: 3 clusters Score -921137.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -921312.812500 Penalty: 4314.711426
	Iteration 5Q: 3 clusters Score -921312.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -921481.750000 Penalty: 4314.711426
	Iteration 6Q: 3 clusters Score -921481.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -921624.375000 Penalty: 4314.711426
	Iteration 7Q: 3 clusters Score -921624.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -921765.312500 Penalty: 4314.711426
	Iteration 8Q: 3 clusters Score -921765.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -921929.750000 Penalty: 4314.711426
	Iteration 9Q: 3 clusters Score -921929.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -922115.375000 Penalty: 4314.711426
	Iteration 10Q: 3 clusters Score -922115.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -922268.500000 Penalty: 4314.711426
	Iteration 11Q: 3 clusters Score -922268.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -922397.562500 Penalty: 4314.711426
	Iteration 12Q: 3 clusters Score -922397.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -922529.750000 Penalty: 4314.711426
	Iteration 13Q: 3 clusters Score -922529.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -922636.125000 Penalty: 4314.711426
	Iteration 14Q: 3 clusters Score -922636.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -922703.687500 Penalty: 4314.711426
	Iteration 15Q: 3 clusters Score -922703.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -922741.375000 Penalty: 4314.711426
	Iteration 16Q: 3 clusters Score -922741.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -922777.687500 Penalty: 4314.711426
	Iteration 17Q: 3 clusters Score -922777.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -922809.625000 Penalty: 4314.711426
	Iteration 18Q: 3 clusters Score -922809.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -922828.625000 Penalty: 4314.711426
	Iteration 19Q: 3 clusters Score -922828.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -922857.375000 Penalty: 4314.711426
	Iteration 20F: 3 clusters Score -922857.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -922877.687500 Penalty: 4314.711426
	Iteration 21Q: 3 clusters Score -922877.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -922897.875000 Penalty: 4314.711426
	Iteration 22Q: 3 clusters Score -922897.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -922914.562500 Penalty: 4314.711426
	Iteration 23Q: 3 clusters Score -922914.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -922927.125000 Penalty: 4314.711426
	Iteration 24Q: 3 clusters Score -922927.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -922942.250000 Penalty: 4314.711426
	Iteration 25Q: 3 clusters Score -922942.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -922954.000000 Penalty: 4314.711426
	Iteration 26Q: 3 clusters Score -922954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -922963.875000 Penalty: 4314.711426
	Iteration 27Q: 3 clusters Score -922963.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -922978.312500 Penalty: 4314.711426
	Iteration 28Q: 3 clusters Score -922978.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -922985.875000 Penalty: 4314.711426
	Iteration 29Q: 3 clusters Score -922985.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -922998.000000 Penalty: 4314.711426
	Iteration 30Q: 3 clusters Score -922998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -923008.062500 Penalty: 4314.711426
	Iteration 31Q: 3 clusters Score -923008.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -923015.375000 Penalty: 4314.711426
	Iteration 32Q: 3 clusters Score -923015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -923023.812500 Penalty: 4314.711426
	Iteration 33Q: 3 clusters Score -923023.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -923030.125000 Penalty: 4314.711426
	Iteration 34Q: 3 clusters Score -923030.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -923042.312500 Penalty: 4314.711426
	Iteration 35Q: 3 clusters Score -923042.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -923056.125000 Penalty: 4314.711426
	Iteration 36Q: 3 clusters Score -923056.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -923070.500000 Penalty: 4314.711426
	Iteration 37Q: 3 clusters Score -923070.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -923084.250000 Penalty: 4314.711426
	Iteration 38Q: 3 clusters Score -923084.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -923100.250000 Penalty: 4314.711426
	Iteration 39Q: 3 clusters Score -923100.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -923121.375000 Penalty: 4314.711426
	Iteration 40F: 3 clusters Score -923121.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -923139.312500 Penalty: 4314.711426
	Iteration 41Q: 3 clusters Score -923139.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -923158.937500 Penalty: 4314.711426
	Iteration 42Q: 3 clusters Score -923158.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -923171.500000 Penalty: 4314.711426
	Iteration 43Q: 3 clusters Score -923171.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -923176.437500 Penalty: 4314.711426
	Iteration 44Q: 3 clusters Score -923176.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -923185.750000 Penalty: 4314.711426
	Iteration 45Q: 3 clusters Score -923185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -923186.812500 Penalty: 4314.711426
	Iteration 46Q: 3 clusters Score -923186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -923189.562500 Penalty: 4314.711426
	Iteration 47Q: 3 clusters Score -923189.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -923192.437500 Penalty: 4314.711426
	Iteration 48Q: 3 clusters Score -923192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -923197.375000 Penalty: 4314.711426
	Iteration 49Q: 3 clusters Score -923197.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -923201.562500 Penalty: 4314.711426
	Iteration 50Q: 3 clusters Score -923201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -923202.437500 Penalty: 4314.711426
	Iteration 51Q: 3 clusters Score -923202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -923202.250000 Penalty: 4314.711426
	Iteration 52Q: 3 clusters Score -923202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -923202.937500 Penalty: 4314.711426
	Iteration 53Q: 3 clusters Score -923202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -923206.562500 Penalty: 4314.711426
	Iteration 54Q: 3 clusters Score -923206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -923205.312500 Penalty: 4314.711426
	Iteration 55Q: 3 clusters Score -923205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -923205.812500 Penalty: 4314.711426
	Iteration 56Q: 3 clusters Score -923205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -923205.812500 Penalty: 4314.711426
	Iteration 57F: 3 clusters Score -923205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Entering Unmasked Estep 
Score: -958097.062500 Penalty: 2170.483398
	Iteration 0F: 2 clusters Score -958097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -952732.062500 Penalty: 4340.966797
	Iteration 0F: 3 clusters Score -952732.1 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -954070.625000 Penalty: 4340.966797
	Iteration 1F: 3 clusters Score -954070.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -954366.937500 Penalty: 4340.966797
	Iteration 2F: 3 clusters Score -954366.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -954554.812500 Penalty: 4340.966797
	Iteration 3F: 3 clusters Score -954554.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -954683.125000 Penalty: 4340.966797
	Iteration 4Q: 3 clusters Score -954683.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -954785.437500 Penalty: 4340.966797
	Iteration 5Q: 3 clusters Score -954785.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -954867.375000 Penalty: 4340.966797
	Iteration 6Q: 3 clusters Score -954867.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -954941.875000 Penalty: 4340.966797
	Iteration 7Q: 3 clusters Score -954941.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -955021.062500 Penalty: 4340.966797
	Iteration 8Q: 3 clusters Score -955021.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -955087.437500 Penalty: 4340.966797
	Iteration 9Q: 3 clusters Score -955087.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -955156.500000 Penalty: 4340.966797
	Iteration 10Q: 3 clusters Score -955156.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -955213.062500 Penalty: 4340.966797
	Iteration 11Q: 3 clusters Score -955213.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -955274.750000 Penalty: 4340.966797
	Iteration 12Q: 3 clusters Score -955274.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -955337.687500 Penalty: 4340.966797
	Iteration 13Q: 3 clusters Score -955337.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -955388.937500 Penalty: 4340.966797
	Iteration 14Q: 3 clusters Score -955388.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -955433.000000 Penalty: 4340.966797
	Iteration 15Q: 3 clusters Score -955433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -955493.937500 Penalty: 4340.966797
	Iteration 16Q: 3 clusters Score -955493.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -955548.625000 Penalty: 4340.966797
	Iteration 17Q: 3 clusters Score -955548.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -955615.500000 Penalty: 4340.966797
	Iteration 18Q: 3 clusters Score -955615.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -955676.875000 Penalty: 4340.966797
	Iteration 19Q: 3 clusters Score -955676.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -955725.437500 Penalty: 4340.966797
	Iteration 20F: 3 clusters Score -955725.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -955777.375000 Penalty: 4340.966797
	Iteration 21Q: 3 clusters Score -955777.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -955824.000000 Penalty: 4340.966797
	Iteration 22Q: 3 clusters Score -955824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -955853.687500 Penalty: 4340.966797
	Iteration 23Q: 3 clusters Score -955853.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -955890.875000 Penalty: 4340.966797
	Iteration 24Q: 3 clusters Score -955890.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -955939.812500 Penalty: 4340.966797
	Iteration 25Q: 3 clusters Score -955939.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -955981.000000 Penalty: 4340.966797
	Iteration 26Q: 3 clusters Score -955981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -956020.437500 Penalty: 4340.966797
	Iteration 27Q: 3 clusters Score -956020.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -956065.562500 Penalty: 4340.966797
	Iteration 28Q: 3 clusters Score -956065.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -956092.687500 Penalty: 4340.966797
	Iteration 29Q: 3 clusters Score -956092.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -956118.375000 Penalty: 4340.966797
	Iteration 30Q: 3 clusters Score -956118.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -956152.937500 Penalty: 4340.966797
	Iteration 31Q: 3 clusters Score -956152.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -956176.000000 Penalty: 4340.966797
	Iteration 32Q: 3 clusters Score -956176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -956186.625000 Penalty: 4340.966797
	Iteration 33Q: 3 clusters Score -956186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -956199.312500 Penalty: 4340.966797
	Iteration 34Q: 3 clusters Score -956199.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -956205.625000 Penalty: 4340.966797
	Iteration 35Q: 3 clusters Score -956205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -956209.500000 Penalty: 4340.966797
	Iteration 36Q: 3 clusters Score -956209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -956211.687500 Penalty: 4340.966797
	Iteration 37Q: 3 clusters Score -956211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -956218.312500 Penalty: 4340.966797
	Iteration 38Q: 3 clusters Score -956218.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -956225.125000 Penalty: 4340.966797
	Iteration 39Q: 3 clusters Score -956225.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -956236.375000 Penalty: 4340.966797
	Iteration 40F: 3 clusters Score -956236.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -956245.750000 Penalty: 4340.966797
	Iteration 41Q: 3 clusters Score -956245.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -956253.687500 Penalty: 4340.966797
	Iteration 42Q: 3 clusters Score -956253.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -956263.437500 Penalty: 4340.966797
	Iteration 43Q: 3 clusters Score -956263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -956268.562500 Penalty: 4340.966797
	Iteration 44Q: 3 clusters Score -956268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -956274.562500 Penalty: 4340.966797
	Iteration 45Q: 3 clusters Score -956274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -956280.625000 Penalty: 4340.966797
	Iteration 46Q: 3 clusters Score -956280.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -956288.062500 Penalty: 4340.966797
	Iteration 47Q: 3 clusters Score -956288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -956297.687500 Penalty: 4340.966797
	Iteration 48Q: 3 clusters Score -956297.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -956310.625000 Penalty: 4340.966797
	Iteration 49Q: 3 clusters Score -956310.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -956326.812500 Penalty: 4340.966797
	Iteration 50Q: 3 clusters Score -956326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -956344.937500 Penalty: 4340.966797
	Iteration 51Q: 3 clusters Score -956344.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -956365.687500 Penalty: 4340.966797
	Iteration 52Q: 3 clusters Score -956365.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -956377.500000 Penalty: 4340.966797
	Iteration 53Q: 3 clusters Score -956377.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -956386.250000 Penalty: 4340.966797
	Iteration 54Q: 3 clusters Score -956386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -956391.000000 Penalty: 4340.966797
	Iteration 55Q: 3 clusters Score -956391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -956396.625000 Penalty: 4340.966797
	Iteration 56Q: 3 clusters Score -956396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -956399.250000 Penalty: 4340.966797
	Iteration 57Q: 3 clusters Score -956399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -956400.500000 Penalty: 4340.966797
	Iteration 58Q: 3 clusters Score -956400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -956401.062500 Penalty: 4340.966797
	Iteration 59Q: 3 clusters Score -956401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -956400.250000 Penalty: 4340.966797
	Iteration 60F: 3 clusters Score -956400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -956403.875000 Penalty: 4340.966797
	Iteration 61Q: 3 clusters Score -956403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -956405.312500 Penalty: 4340.966797
	Iteration 62Q: 3 clusters Score -956405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -956406.375000 Penalty: 4340.966797
	Iteration 63Q: 3 clusters Score -956406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -956406.312500 Penalty: 4340.966797
	Iteration 64Q: 3 clusters Score -956406.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -956405.562500 Penalty: 4340.966797
	Iteration 65Q: 3 clusters Score -956405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -956405.562500 Penalty: 4340.966797
	Iteration 66F: 3 clusters Score -956405.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -47070.593750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -47070.59 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 143 members 
Entering Unmasked Estep 
Score: -45729.699219 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45729.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45822.042969 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45822.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45876.722656 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -45876.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45895.867188 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45895.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45901.250000 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45901.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45901.250000 Penalty: 2868.777344
	Iteration 5F: 3 clusters Score -45901.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -45452.960938 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -45452.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44167.800781 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -44167.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44280.019531 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -44280.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44304.914062 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -44304.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44323.136719 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -44323.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44337.671875 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -44337.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44350.898438 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -44350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44365.320312 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -44365.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44390.605469 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -44390.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44401.214844 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -44401.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44404.582031 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -44404.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44405.910156 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -44405.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44405.910156 Penalty: 2871.820312
	Iteration 11F: 3 clusters Score -44405.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (4644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Entering Unmasked Estep 
Score: -703083.687500 Penalty: 2093.946289
	Iteration 0F: 2 clusters Score -703083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -698756.125000 Penalty: 4187.892578
	Iteration 0F: 3 clusters Score -698756.1 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -699765.187500 Penalty: 4187.892578
	Iteration 1F: 3 clusters Score -699765.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -699989.750000 Penalty: 4187.892578
	Iteration 2F: 3 clusters Score -699989.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -700121.312500 Penalty: 4187.892578
	Iteration 3F: 3 clusters Score -700121.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -700253.000000 Penalty: 4187.892578
	Iteration 4Q: 3 clusters Score -700253 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -700396.937500 Penalty: 4187.892578
	Iteration 5Q: 3 clusters Score -700396.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -700576.750000 Penalty: 4187.892578
	Iteration 6Q: 3 clusters Score -700576.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -700840.625000 Penalty: 4187.892578
	Iteration 7Q: 3 clusters Score -700840.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -701306.562500 Penalty: 4187.892578
	Iteration 8F: 3 clusters Score -701306.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -702107.062500 Penalty: 4187.892578
	Iteration 9F: 3 clusters Score -702107.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -702926.937500 Penalty: 4187.892578
	Iteration 10F: 3 clusters Score -702926.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -703347.437500 Penalty: 4187.892578
	Iteration 11F: 3 clusters Score -703347.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -703552.000000 Penalty: 4187.892578
	Iteration 12Q: 3 clusters Score -703552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -703690.687500 Penalty: 4187.892578
	Iteration 13Q: 3 clusters Score -703690.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -703790.312500 Penalty: 4187.892578
	Iteration 14Q: 3 clusters Score -703790.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -703855.625000 Penalty: 4187.892578
	Iteration 15Q: 3 clusters Score -703855.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -703904.187500 Penalty: 4187.892578
	Iteration 16Q: 3 clusters Score -703904.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -703932.437500 Penalty: 4187.892578
	Iteration 17Q: 3 clusters Score -703932.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -703951.062500 Penalty: 4187.892578
	Iteration 18Q: 3 clusters Score -703951.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -703971.687500 Penalty: 4187.892578
	Iteration 19Q: 3 clusters Score -703971.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -703996.687500 Penalty: 4187.892578
	Iteration 20F: 3 clusters Score -703996.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -704012.062500 Penalty: 4187.892578
	Iteration 21Q: 3 clusters Score -704012.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -704023.125000 Penalty: 4187.892578
	Iteration 22Q: 3 clusters Score -704023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -704035.437500 Penalty: 4187.892578
	Iteration 23Q: 3 clusters Score -704035.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -704045.562500 Penalty: 4187.892578
	Iteration 24Q: 3 clusters Score -704045.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -704048.875000 Penalty: 4187.892578
	Iteration 25Q: 3 clusters Score -704048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -704048.625000 Penalty: 4187.892578
	Iteration 26Q: 3 clusters Score -704048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -704048.875000 Penalty: 4187.892578
	Iteration 27Q: 3 clusters Score -704048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -704047.812500 Penalty: 4187.892578
	Iteration 28Q: 3 clusters Score -704047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -704047.812500 Penalty: 4187.892578
	Iteration 29F: 3 clusters Score -704047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 2793 members 
Mstep: Class 64 contains 54168 members 
Mstep: Class 65 contains 1851 members 
Entering Unmasked Estep 
Score: -151877248.000000 Penalty: 222692.781250
Splitting cluster 63 changes total score from -151877216.000000 to -151877248.000000
So it's getting split into cluster 65.
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 8205 members 
Mstep: Class 3 contains 486 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 79610 members 
Mstep: Class 6 contains 12741 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40495 members 
Mstep: Class 9 contains 18151 members 
Mstep: Class 10 contains 104658 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88701 members 
Mstep: Class 25 contains 7299 members 
Mstep: Class 26 contains 13207 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 23620 members 
Mstep: Class 35 contains 10651 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 43170 members 
Mstep: Class 38 contains 9482 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7793 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5412 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 43222 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19639 members 
Mstep: Class 48 contains 2086 members 
Mstep: Class 49 contains 45424 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2872 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2518 members 
Mstep: Class 54 contains 2896 members 
Mstep: Class 55 contains 5567 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4219 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6323 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878608.000000 Penalty: 222692.781250
Iteration 159Q: 66 clusters Score -1.518786e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 79752 members 
Mstep: Class 6 contains 12781 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 40506 members 
Mstep: Class 9 contains 18134 members 
Mstep: Class 10 contains 104762 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 4909 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 13172 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88705 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 13221 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 6227 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 2713 members 
Mstep: Class 34 contains 23618 members 
Mstep: Class 35 contains 10645 members 
Mstep: Class 36 contains 6072 members 
Mstep: Class 37 contains 43160 members 
Mstep: Class 38 contains 9488 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7798 members 
Mstep: Class 41 contains 1373 members 
Mstep: Class 42 contains 5408 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16473 members 
Mstep: Class 45 contains 43257 members 
Mstep: Class 46 contains 771 members 
Mstep: Class 47 contains 19734 members 
Mstep: Class 48 contains 2087 members 
Mstep: Class 49 contains 45490 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2874 members 
Mstep: Class 52 contains 6176 members 
Mstep: Class 53 contains 2491 members 
Mstep: Class 54 contains 2900 members 
Mstep: Class 55 contains 5576 members 
Mstep: Class 56 contains 8487 members 
Mstep: Class 57 contains 4224 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6287 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 2941 members 
Mstep: Class 64 contains 53242 members 
Mstep: Class 65 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151879776.000000 Penalty: 222692.781250
Iteration 160F: 66 clusters Score -1.518798e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 8195 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 7519 members 
Mstep: Class 5 contains 79688 members 
Mstep: Class 6 contains 12801 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 40504 members 
Mstep: Class 9 contains 18114 members 
Mstep: Class 10 contains 104775 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 4900 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13611 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 78685 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88687 members 
Mstep: Class 25 contains 7271 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6206 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2784 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 23613 members 
Mstep: Class 35 contains 10633 members 
Mstep: Class 36 contains 6093 members 
Mstep: Class 37 contains 43146 members 
Mstep: Class 38 contains 9465 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7801 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 5390 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16430 members 
Mstep: Class 45 contains 43077 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19665 members 
Mstep: Class 48 contains 2088 members 
Mstep: Class 49 contains 45486 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2874 members 
Mstep: Class 52 contains 6174 members 
Mstep: Class 53 contains 2477 members 
Mstep: Class 54 contains 2903 members 
Mstep: Class 55 contains 5581 members 
Mstep: Class 56 contains 8490 members 
Mstep: Class 57 contains 4187 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 5997 members 
Mstep: Class 60 contains 6237 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3042 members 
Mstep: Class 64 contains 53611 members 
Mstep: Class 65 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151880608.000000 Penalty: 222692.781250
Iteration 161Q: 66 clusters Score -1.518806e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 8194 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 7521 members 
Mstep: Class 5 contains 79655 members 
Mstep: Class 6 contains 12812 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 40502 members 
Mstep: Class 9 contains 18095 members 
Mstep: Class 10 contains 104810 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 11532 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13590 members 
Mstep: Class 18 contains 4853 members 
Mstep: Class 19 contains 78683 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8325 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88669 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 13190 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7598 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6197 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2825 members 
Mstep: Class 33 contains 2880 members 
Mstep: Class 34 contains 23621 members 
Mstep: Class 35 contains 10618 members 
Mstep: Class 36 contains 6107 members 
Mstep: Class 37 contains 43131 members 
Mstep: Class 38 contains 9447 members 
Mstep: Class 39 contains 1963 members 
Mstep: Class 40 contains 7806 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16440 members 
Mstep: Class 45 contains 42936 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19609 members 
Mstep: Class 48 contains 2090 members 
Mstep: Class 49 contains 45485 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2874 members 
Mstep: Class 52 contains 6174 members 
Mstep: Class 53 contains 2471 members 
Mstep: Class 54 contains 2906 members 
Mstep: Class 55 contains 5590 members 
Mstep: Class 56 contains 8495 members 
Mstep: Class 57 contains 4165 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6000 members 
Mstep: Class 60 contains 6200 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3103 members 
Mstep: Class 64 contains 53821 members 
Mstep: Class 65 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881040.000000 Penalty: 222692.781250
Iteration 162Q: 66 clusters Score -1.51881e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 8187 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 79621 members 
Mstep: Class 6 contains 12835 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 40504 members 
Mstep: Class 9 contains 18068 members 
Mstep: Class 10 contains 104826 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 4887 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13584 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 78678 members 
Mstep: Class 20 contains 13211 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8338 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 88647 members 
Mstep: Class 25 contains 7243 members 
Mstep: Class 26 contains 13184 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7600 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2851 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 23634 members 
Mstep: Class 35 contains 10608 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 43120 members 
Mstep: Class 38 contains 9438 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 7807 members 
Mstep: Class 41 contains 1355 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16445 members 
Mstep: Class 45 contains 42829 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19566 members 
Mstep: Class 48 contains 2093 members 
Mstep: Class 49 contains 45475 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2874 members 
Mstep: Class 52 contains 6175 members 
Mstep: Class 53 contains 2470 members 
Mstep: Class 54 contains 2907 members 
Mstep: Class 55 contains 5602 members 
Mstep: Class 56 contains 8498 members 
Mstep: Class 57 contains 4147 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 6002 members 
Mstep: Class 60 contains 6178 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3148 members 
Mstep: Class 64 contains 53938 members 
Mstep: Class 65 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881584.000000 Penalty: 222692.781250
Iteration 163Q: 66 clusters Score -1.518816e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 425 members 
Mstep: Class 4 contains 7519 members 
Mstep: Class 5 contains 79599 members 
Mstep: Class 6 contains 12858 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 40502 members 
Mstep: Class 9 contains 18045 members 
Mstep: Class 10 contains 104836 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 4882 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 4867 members 
Mstep: Class 19 contains 78678 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8356 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 88633 members 
Mstep: Class 25 contains 7233 members 
Mstep: Class 26 contains 13177 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7599 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2866 members 
Mstep: Class 33 contains 2952 members 
Mstep: Class 34 contains 23636 members 
Mstep: Class 35 contains 10597 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 43104 members 
Mstep: Class 38 contains 9421 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 7808 members 
Mstep: Class 41 contains 1349 members 
Mstep: Class 42 contains 5382 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16455 members 
Mstep: Class 45 contains 42744 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19510 members 
Mstep: Class 48 contains 2094 members 
Mstep: Class 49 contains 45474 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2874 members 
Mstep: Class 52 contains 6175 members 
Mstep: Class 53 contains 2476 members 
Mstep: Class 54 contains 2907 members 
Mstep: Class 55 contains 5610 members 
Mstep: Class 56 contains 8499 members 
Mstep: Class 57 contains 4141 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6002 members 
Mstep: Class 60 contains 6167 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3174 members 
Mstep: Class 64 contains 54053 members 
Mstep: Class 65 contains 2080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881472.000000 Penalty: 222692.781250
Iteration 164Q: 66 clusters Score -1.518815e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 79578 members 
Mstep: Class 6 contains 12883 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 40490 members 
Mstep: Class 9 contains 18032 members 
Mstep: Class 10 contains 104835 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 4881 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13572 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 78683 members 
Mstep: Class 20 contains 13234 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8375 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88623 members 
Mstep: Class 25 contains 7218 members 
Mstep: Class 26 contains 13168 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 6207 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 2968 members 
Mstep: Class 34 contains 23650 members 
Mstep: Class 35 contains 10588 members 
Mstep: Class 36 contains 6117 members 
Mstep: Class 37 contains 43097 members 
Mstep: Class 38 contains 9407 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7813 members 
Mstep: Class 41 contains 1345 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16450 members 
Mstep: Class 45 contains 42678 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19455 members 
Mstep: Class 48 contains 2094 members 
Mstep: Class 49 contains 45490 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2873 members 
Mstep: Class 52 contains 6173 members 
Mstep: Class 53 contains 2480 members 
Mstep: Class 54 contains 2909 members 
Mstep: Class 55 contains 5618 members 
Mstep: Class 56 contains 8502 members 
Mstep: Class 57 contains 4133 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6006 members 
Mstep: Class 60 contains 6157 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3190 members 
Mstep: Class 64 contains 54133 members 
Mstep: Class 65 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881712.000000 Penalty: 222692.781250
Iteration 165Q: 66 clusters Score -1.518817e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 79563 members 
Mstep: Class 6 contains 12903 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 40486 members 
Mstep: Class 9 contains 18018 members 
Mstep: Class 10 contains 104839 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 4881 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13573 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 78678 members 
Mstep: Class 20 contains 13240 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88627 members 
Mstep: Class 25 contains 7207 members 
Mstep: Class 26 contains 13163 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 6210 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2888 members 
Mstep: Class 33 contains 2973 members 
Mstep: Class 34 contains 23669 members 
Mstep: Class 35 contains 10576 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 43089 members 
Mstep: Class 38 contains 9393 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7815 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5383 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16445 members 
Mstep: Class 45 contains 42613 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19402 members 
Mstep: Class 48 contains 2094 members 
Mstep: Class 49 contains 45489 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2873 members 
Mstep: Class 52 contains 6172 members 
Mstep: Class 53 contains 2484 members 
Mstep: Class 54 contains 2909 members 
Mstep: Class 55 contains 5630 members 
Mstep: Class 56 contains 8505 members 
Mstep: Class 57 contains 4131 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6007 members 
Mstep: Class 60 contains 6146 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3206 members 
Mstep: Class 64 contains 54241 members 
Mstep: Class 65 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881616.000000 Penalty: 222692.781250
Iteration 166Q: 66 clusters Score -1.518816e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85070 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 79550 members 
Mstep: Class 6 contains 12919 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 40479 members 
Mstep: Class 9 contains 18003 members 
Mstep: Class 10 contains 104848 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11530 members 
Mstep: Class 13 contains 2875 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 4881 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13577 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 78672 members 
Mstep: Class 20 contains 13250 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8393 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88639 members 
Mstep: Class 25 contains 7202 members 
Mstep: Class 26 contains 13155 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2905 members 
Mstep: Class 33 contains 2977 members 
Mstep: Class 34 contains 23690 members 
Mstep: Class 35 contains 10566 members 
Mstep: Class 36 contains 6109 members 
Mstep: Class 37 contains 43069 members 
Mstep: Class 38 contains 9393 members 
Mstep: Class 39 contains 1966 members 
Mstep: Class 40 contains 7814 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5379 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16441 members 
Mstep: Class 45 contains 42564 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19339 members 
Mstep: Class 48 contains 2094 members 
Mstep: Class 49 contains 45496 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2873 members 
Mstep: Class 52 contains 6171 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2910 members 
Mstep: Class 55 contains 5636 members 
Mstep: Class 56 contains 8511 members 
Mstep: Class 57 contains 4131 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6008 members 
Mstep: Class 60 contains 6132 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3224 members 
Mstep: Class 64 contains 54325 members 
Mstep: Class 65 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881680.000000 Penalty: 222692.781250
Iteration 167Q: 66 clusters Score -1.518817e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 79537 members 
Mstep: Class 6 contains 12932 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 40477 members 
Mstep: Class 9 contains 17993 members 
Mstep: Class 10 contains 104849 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11531 members 
Mstep: Class 13 contains 2882 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13588 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 78669 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8406 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88648 members 
Mstep: Class 25 contains 7192 members 
Mstep: Class 26 contains 13156 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 6224 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 2985 members 
Mstep: Class 34 contains 23708 members 
Mstep: Class 35 contains 10556 members 
Mstep: Class 36 contains 6106 members 
Mstep: Class 37 contains 43042 members 
Mstep: Class 38 contains 9387 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7815 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5375 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16440 members 
Mstep: Class 45 contains 42520 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19283 members 
Mstep: Class 48 contains 2095 members 
Mstep: Class 49 contains 45499 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2874 members 
Mstep: Class 52 contains 6169 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2911 members 
Mstep: Class 55 contains 5648 members 
Mstep: Class 56 contains 8514 members 
Mstep: Class 57 contains 4127 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 6009 members 
Mstep: Class 60 contains 6121 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3238 members 
Mstep: Class 64 contains 54397 members 
Mstep: Class 65 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881648.000000 Penalty: 222692.781250
Iteration 168Q: 66 clusters Score -1.518816e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7530 members 
Mstep: Class 5 contains 79529 members 
Mstep: Class 6 contains 12940 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 40470 members 
Mstep: Class 9 contains 17979 members 
Mstep: Class 10 contains 104858 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11530 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 4876 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13595 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 78669 members 
Mstep: Class 20 contains 13274 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88651 members 
Mstep: Class 25 contains 7189 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7594 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 6234 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2926 members 
Mstep: Class 33 contains 2991 members 
Mstep: Class 34 contains 23716 members 
Mstep: Class 35 contains 10546 members 
Mstep: Class 36 contains 6104 members 
Mstep: Class 37 contains 43035 members 
Mstep: Class 38 contains 9387 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7815 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5370 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 42495 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19235 members 
Mstep: Class 48 contains 2095 members 
Mstep: Class 49 contains 45500 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2875 members 
Mstep: Class 52 contains 6167 members 
Mstep: Class 53 contains 2489 members 
Mstep: Class 54 contains 2911 members 
Mstep: Class 55 contains 5657 members 
Mstep: Class 56 contains 8520 members 
Mstep: Class 57 contains 4122 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6117 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3241 members 
Mstep: Class 64 contains 54441 members 
Mstep: Class 65 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881616.000000 Penalty: 222692.781250
Iteration 169Q: 66 clusters Score -1.518816e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7531 members 
Mstep: Class 5 contains 79518 members 
Mstep: Class 6 contains 12956 members 
Mstep: Class 7 contains 2823 members 
Mstep: Class 8 contains 40461 members 
Mstep: Class 9 contains 17960 members 
Mstep: Class 10 contains 104858 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13604 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 78669 members 
Mstep: Class 20 contains 13290 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88649 members 
Mstep: Class 25 contains 7188 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 6244 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2938 members 
Mstep: Class 33 contains 2996 members 
Mstep: Class 34 contains 23726 members 
Mstep: Class 35 contains 10535 members 
Mstep: Class 36 contains 6105 members 
Mstep: Class 37 contains 43026 members 
Mstep: Class 38 contains 9382 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7816 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5370 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16430 members 
Mstep: Class 45 contains 42478 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19188 members 
Mstep: Class 48 contains 2094 members 
Mstep: Class 49 contains 45498 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2875 members 
Mstep: Class 52 contains 6164 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2911 members 
Mstep: Class 55 contains 5664 members 
Mstep: Class 56 contains 8523 members 
Mstep: Class 57 contains 4117 members 
Mstep: Class 58 contains 5413 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6112 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3244 members 
Mstep: Class 64 contains 54505 members 
Mstep: Class 65 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881568.000000 Penalty: 222692.781250
Iteration 170Q: 66 clusters Score -1.518816e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 8111 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79503 members 
Mstep: Class 6 contains 12974 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 40449 members 
Mstep: Class 9 contains 17942 members 
Mstep: Class 10 contains 104858 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 4876 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13621 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 78670 members 
Mstep: Class 20 contains 13295 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8451 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88657 members 
Mstep: Class 25 contains 7185 members 
Mstep: Class 26 contains 13155 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 6254 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2949 members 
Mstep: Class 33 contains 3002 members 
Mstep: Class 34 contains 23730 members 
Mstep: Class 35 contains 10528 members 
Mstep: Class 36 contains 6107 members 
Mstep: Class 37 contains 43018 members 
Mstep: Class 38 contains 9373 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7816 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5369 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16424 members 
Mstep: Class 45 contains 42456 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19160 members 
Mstep: Class 48 contains 2096 members 
Mstep: Class 49 contains 45501 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2875 members 
Mstep: Class 52 contains 6161 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2911 members 
Mstep: Class 55 contains 5670 members 
Mstep: Class 56 contains 8526 members 
Mstep: Class 57 contains 4114 members 
Mstep: Class 58 contains 5414 members 
Mstep: Class 59 contains 6017 members 
Mstep: Class 60 contains 6110 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3247 members 
Mstep: Class 64 contains 54562 members 
Mstep: Class 65 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881728.000000 Penalty: 222692.781250
Iteration 171Q: 66 clusters Score -1.518817e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 79482 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 40431 members 
Mstep: Class 9 contains 17928 members 
Mstep: Class 10 contains 104852 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13636 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 19 contains 78668 members 
Mstep: Class 20 contains 13302 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8462 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88670 members 
Mstep: Class 25 contains 7179 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 6261 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2953 members 
Mstep: Class 33 contains 3006 members 
Mstep: Class 34 contains 23743 members 
Mstep: Class 35 contains 10522 members 
Mstep: Class 36 contains 6106 members 
Mstep: Class 37 contains 43014 members 
Mstep: Class 38 contains 9367 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7816 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5370 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16421 members 
Mstep: Class 45 contains 42434 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19122 members 
Mstep: Class 48 contains 2097 members 
Mstep: Class 49 contains 45498 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2875 members 
Mstep: Class 52 contains 6156 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2913 members 
Mstep: Class 55 contains 5671 members 
Mstep: Class 56 contains 8528 members 
Mstep: Class 57 contains 4114 members 
Mstep: Class 58 contains 5415 members 
Mstep: Class 59 contains 6019 members 
Mstep: Class 60 contains 6109 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3253 members 
Mstep: Class 64 contains 54639 members 
Mstep: Class 65 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881776.000000 Penalty: 222692.781250
Iteration 172Q: 66 clusters Score -1.518818e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79472 members 
Mstep: Class 6 contains 12989 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 40416 members 
Mstep: Class 9 contains 17916 members 
Mstep: Class 10 contains 104842 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 4868 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 78667 members 
Mstep: Class 20 contains 13310 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8473 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88689 members 
Mstep: Class 25 contains 7179 members 
Mstep: Class 26 contains 13159 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 6277 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2956 members 
Mstep: Class 33 contains 3014 members 
Mstep: Class 34 contains 23747 members 
Mstep: Class 35 contains 10517 members 
Mstep: Class 36 contains 6104 members 
Mstep: Class 37 contains 43004 members 
Mstep: Class 38 contains 9364 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7817 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5376 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16423 members 
Mstep: Class 45 contains 42399 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2097 members 
Mstep: Class 49 contains 45493 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2875 members 
Mstep: Class 52 contains 6154 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5673 members 
Mstep: Class 56 contains 8530 members 
Mstep: Class 57 contains 4111 members 
Mstep: Class 58 contains 5415 members 
Mstep: Class 59 contains 6021 members 
Mstep: Class 60 contains 6107 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3255 members 
Mstep: Class 64 contains 54691 members 
Mstep: Class 65 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881872.000000 Penalty: 222692.781250
Iteration 173Q: 66 clusters Score -1.518819e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 8103 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79458 members 
Mstep: Class 6 contains 12993 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 40401 members 
Mstep: Class 9 contains 17911 members 
Mstep: Class 10 contains 104839 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 78665 members 
Mstep: Class 20 contains 13316 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8480 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88704 members 
Mstep: Class 25 contains 7178 members 
Mstep: Class 26 contains 13163 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 3021 members 
Mstep: Class 34 contains 23754 members 
Mstep: Class 35 contains 10514 members 
Mstep: Class 36 contains 6105 members 
Mstep: Class 37 contains 42999 members 
Mstep: Class 38 contains 9354 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7817 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16434 members 
Mstep: Class 45 contains 42379 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19041 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 45501 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2876 members 
Mstep: Class 52 contains 6150 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5673 members 
Mstep: Class 56 contains 8533 members 
Mstep: Class 57 contains 4103 members 
Mstep: Class 58 contains 5417 members 
Mstep: Class 59 contains 6021 members 
Mstep: Class 60 contains 6104 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3258 members 
Mstep: Class 64 contains 54729 members 
Mstep: Class 65 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881760.000000 Penalty: 222692.781250
Iteration 174Q: 66 clusters Score -1.518818e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 8105 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79450 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 40384 members 
Mstep: Class 9 contains 17903 members 
Mstep: Class 10 contains 104841 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 78665 members 
Mstep: Class 20 contains 13323 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8483 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88717 members 
Mstep: Class 25 contains 7173 members 
Mstep: Class 26 contains 13163 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 3027 members 
Mstep: Class 34 contains 23757 members 
Mstep: Class 35 contains 10512 members 
Mstep: Class 36 contains 6104 members 
Mstep: Class 37 contains 42995 members 
Mstep: Class 38 contains 9345 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7819 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5385 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16442 members 
Mstep: Class 45 contains 42367 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 19007 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 45513 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2876 members 
Mstep: Class 52 contains 6147 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5674 members 
Mstep: Class 56 contains 8536 members 
Mstep: Class 57 contains 4095 members 
Mstep: Class 58 contains 5418 members 
Mstep: Class 59 contains 6020 members 
Mstep: Class 60 contains 6103 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3260 members 
Mstep: Class 64 contains 54766 members 
Mstep: Class 65 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881840.000000 Penalty: 222692.781250
Iteration 175Q: 66 clusters Score -1.518818e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 8107 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79435 members 
Mstep: Class 6 contains 13015 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 40374 members 
Mstep: Class 9 contains 17899 members 
Mstep: Class 10 contains 104842 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 78665 members 
Mstep: Class 20 contains 13325 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8485 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88728 members 
Mstep: Class 25 contains 7169 members 
Mstep: Class 26 contains 13164 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7594 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 23759 members 
Mstep: Class 35 contains 10507 members 
Mstep: Class 36 contains 6106 members 
Mstep: Class 37 contains 42989 members 
Mstep: Class 38 contains 9339 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7818 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5385 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16447 members 
Mstep: Class 45 contains 42335 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18972 members 
Mstep: Class 48 contains 2098 members 
Mstep: Class 49 contains 45518 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2876 members 
Mstep: Class 52 contains 6145 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5674 members 
Mstep: Class 56 contains 8539 members 
Mstep: Class 57 contains 4092 members 
Mstep: Class 58 contains 5417 members 
Mstep: Class 59 contains 6019 members 
Mstep: Class 60 contains 6098 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3261 members 
Mstep: Class 64 contains 54830 members 
Mstep: Class 65 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881936.000000 Penalty: 222692.781250
Iteration 176Q: 66 clusters Score -1.518819e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 8104 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79424 members 
Mstep: Class 6 contains 13021 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 40373 members 
Mstep: Class 9 contains 17895 members 
Mstep: Class 10 contains 104839 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 78665 members 
Mstep: Class 20 contains 13326 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8490 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88730 members 
Mstep: Class 25 contains 7163 members 
Mstep: Class 26 contains 13158 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2993 members 
Mstep: Class 33 contains 3029 members 
Mstep: Class 34 contains 23762 members 
Mstep: Class 35 contains 10503 members 
Mstep: Class 36 contains 6108 members 
Mstep: Class 37 contains 42983 members 
Mstep: Class 38 contains 9331 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7819 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5386 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16449 members 
Mstep: Class 45 contains 42311 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18949 members 
Mstep: Class 48 contains 2097 members 
Mstep: Class 49 contains 45519 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2876 members 
Mstep: Class 52 contains 6145 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5677 members 
Mstep: Class 56 contains 8540 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 5417 members 
Mstep: Class 59 contains 6017 members 
Mstep: Class 60 contains 6092 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3262 members 
Mstep: Class 64 contains 54900 members 
Mstep: Class 65 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881920.000000 Penalty: 222692.781250
Iteration 177Q: 66 clusters Score -1.518819e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 8101 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 79412 members 
Mstep: Class 6 contains 13024 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 40374 members 
Mstep: Class 9 contains 17891 members 
Mstep: Class 10 contains 104840 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 4858 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 78666 members 
Mstep: Class 20 contains 13328 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8499 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88735 members 
Mstep: Class 25 contains 7158 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 2999 members 
Mstep: Class 33 contains 3030 members 
Mstep: Class 34 contains 23765 members 
Mstep: Class 35 contains 10500 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42975 members 
Mstep: Class 38 contains 9319 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1344 members 
Mstep: Class 42 contains 5389 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16445 members 
Mstep: Class 45 contains 42294 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18925 members 
Mstep: Class 48 contains 2099 members 
Mstep: Class 49 contains 45522 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 6145 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5682 members 
Mstep: Class 56 contains 8541 members 
Mstep: Class 57 contains 4088 members 
Mstep: Class 58 contains 5417 members 
Mstep: Class 59 contains 6017 members 
Mstep: Class 60 contains 6088 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3262 members 
Mstep: Class 64 contains 54951 members 
Mstep: Class 65 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881968.000000 Penalty: 222692.781250
Iteration 178Q: 66 clusters Score -1.51882e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 8097 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 79407 members 
Mstep: Class 6 contains 13030 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 40370 members 
Mstep: Class 9 contains 17890 members 
Mstep: Class 10 contains 104838 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 4857 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 4896 members 
Mstep: Class 19 contains 78664 members 
Mstep: Class 20 contains 13329 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8509 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88734 members 
Mstep: Class 25 contains 7157 members 
Mstep: Class 26 contains 13155 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 6332 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 3032 members 
Mstep: Class 34 contains 23774 members 
Mstep: Class 35 contains 10495 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42964 members 
Mstep: Class 38 contains 9304 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5392 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16449 members 
Mstep: Class 45 contains 42298 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18905 members 
Mstep: Class 48 contains 2103 members 
Mstep: Class 49 contains 45525 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 6145 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5685 members 
Mstep: Class 56 contains 8541 members 
Mstep: Class 57 contains 4083 members 
Mstep: Class 58 contains 5417 members 
Mstep: Class 59 contains 6017 members 
Mstep: Class 60 contains 6085 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3262 members 
Mstep: Class 64 contains 55001 members 
Mstep: Class 65 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881968.000000 Penalty: 222692.781250
Iteration 179Q: 66 clusters Score -1.51882e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7531 members 
Mstep: Class 5 contains 79397 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 40362 members 
Mstep: Class 9 contains 17888 members 
Mstep: Class 10 contains 104836 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 4551 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 78663 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8519 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88735 members 
Mstep: Class 25 contains 7157 members 
Mstep: Class 26 contains 13151 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7596 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 6342 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3015 members 
Mstep: Class 33 contains 3035 members 
Mstep: Class 34 contains 23785 members 
Mstep: Class 35 contains 10491 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42954 members 
Mstep: Class 38 contains 9291 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7821 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16444 members 
Mstep: Class 45 contains 42302 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18892 members 
Mstep: Class 48 contains 2107 members 
Mstep: Class 49 contains 45522 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 6144 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5691 members 
Mstep: Class 56 contains 8543 members 
Mstep: Class 57 contains 4081 members 
Mstep: Class 58 contains 5417 members 
Mstep: Class 59 contains 6015 members 
Mstep: Class 60 contains 6082 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3262 members 
Mstep: Class 64 contains 55050 members 
Mstep: Class 65 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882016.000000 Penalty: 222692.781250
Iteration 180F: 66 clusters Score -1.51882e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 8078 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 79388 members 
Mstep: Class 6 contains 13039 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 40359 members 
Mstep: Class 9 contains 17888 members 
Mstep: Class 10 contains 104838 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 4553 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 78663 members 
Mstep: Class 20 contains 13335 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8525 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88734 members 
Mstep: Class 25 contains 7160 members 
Mstep: Class 26 contains 13151 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7594 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 6348 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3024 members 
Mstep: Class 33 contains 3038 members 
Mstep: Class 34 contains 23791 members 
Mstep: Class 35 contains 10486 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42945 members 
Mstep: Class 38 contains 9285 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5396 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16441 members 
Mstep: Class 45 contains 42300 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18870 members 
Mstep: Class 48 contains 2108 members 
Mstep: Class 49 contains 45519 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 6144 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2915 members 
Mstep: Class 55 contains 5697 members 
Mstep: Class 56 contains 8547 members 
Mstep: Class 57 contains 4073 members 
Mstep: Class 58 contains 5416 members 
Mstep: Class 59 contains 6016 members 
Mstep: Class 60 contains 6078 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3262 members 
Mstep: Class 64 contains 55112 members 
Mstep: Class 65 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882048.000000 Penalty: 222692.781250
Iteration 181Q: 66 clusters Score -1.51882e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 8073 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 79378 members 
Mstep: Class 6 contains 13043 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 40355 members 
Mstep: Class 9 contains 17887 members 
Mstep: Class 10 contains 104833 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 78658 members 
Mstep: Class 20 contains 13338 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8530 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88736 members 
Mstep: Class 25 contains 7157 members 
Mstep: Class 26 contains 13152 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 6358 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3036 members 
Mstep: Class 33 contains 3043 members 
Mstep: Class 34 contains 23803 members 
Mstep: Class 35 contains 10483 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42936 members 
Mstep: Class 38 contains 9278 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16431 members 
Mstep: Class 45 contains 42295 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18847 members 
Mstep: Class 48 contains 2110 members 
Mstep: Class 49 contains 45526 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 6143 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2917 members 
Mstep: Class 55 contains 5702 members 
Mstep: Class 56 contains 8549 members 
Mstep: Class 57 contains 4068 members 
Mstep: Class 58 contains 5415 members 
Mstep: Class 59 contains 6021 members 
Mstep: Class 60 contains 6075 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3264 members 
Mstep: Class 64 contains 55160 members 
Mstep: Class 65 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881872.000000 Penalty: 222692.781250
Iteration 182Q: 66 clusters Score -1.518819e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 8071 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 79369 members 
Mstep: Class 6 contains 13049 members 
Mstep: Class 7 contains 2828 members 
Mstep: Class 8 contains 40347 members 
Mstep: Class 9 contains 17885 members 
Mstep: Class 10 contains 104825 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 78655 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8538 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88742 members 
Mstep: Class 25 contains 7151 members 
Mstep: Class 26 contains 13150 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 6367 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3040 members 
Mstep: Class 33 contains 3053 members 
Mstep: Class 34 contains 23814 members 
Mstep: Class 35 contains 10468 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42928 members 
Mstep: Class 38 contains 9269 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7823 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16427 members 
Mstep: Class 45 contains 42289 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18834 members 
Mstep: Class 48 contains 2115 members 
Mstep: Class 49 contains 45526 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2879 members 
Mstep: Class 52 contains 6143 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5708 members 
Mstep: Class 56 contains 8550 members 
Mstep: Class 57 contains 4069 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 6022 members 
Mstep: Class 60 contains 6075 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3265 members 
Mstep: Class 64 contains 55197 members 
Mstep: Class 65 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151881952.000000 Penalty: 222692.781250
Iteration 183Q: 66 clusters Score -1.51882e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 8066 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7530 members 
Mstep: Class 5 contains 79364 members 
Mstep: Class 6 contains 13057 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 40338 members 
Mstep: Class 9 contains 17882 members 
Mstep: Class 10 contains 104818 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13649 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 78654 members 
Mstep: Class 20 contains 13345 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8543 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88746 members 
Mstep: Class 25 contains 7142 members 
Mstep: Class 26 contains 13145 members 
Mstep: Class 27 contains 2702 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 6378 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3046 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 23820 members 
Mstep: Class 35 contains 10463 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42920 members 
Mstep: Class 38 contains 9256 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7823 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5398 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16424 members 
Mstep: Class 45 contains 42285 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18825 members 
Mstep: Class 48 contains 2120 members 
Mstep: Class 49 contains 45521 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2879 members 
Mstep: Class 52 contains 6144 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5710 members 
Mstep: Class 56 contains 8550 members 
Mstep: Class 57 contains 4066 members 
Mstep: Class 58 contains 5412 members 
Mstep: Class 59 contains 6026 members 
Mstep: Class 60 contains 6073 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3265 members 
Mstep: Class 64 contains 55249 members 
Mstep: Class 65 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882112.000000 Penalty: 222692.781250
Iteration 184Q: 66 clusters Score -1.518821e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 8059 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 79363 members 
Mstep: Class 6 contains 13067 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 40336 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 104812 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13637 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 78655 members 
Mstep: Class 20 contains 13348 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88752 members 
Mstep: Class 25 contains 7134 members 
Mstep: Class 26 contains 13142 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7594 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 6384 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3054 members 
Mstep: Class 33 contains 3062 members 
Mstep: Class 34 contains 23824 members 
Mstep: Class 35 contains 10453 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42914 members 
Mstep: Class 38 contains 9244 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7823 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16430 members 
Mstep: Class 45 contains 42269 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18815 members 
Mstep: Class 48 contains 2124 members 
Mstep: Class 49 contains 45527 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6144 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5712 members 
Mstep: Class 56 contains 8551 members 
Mstep: Class 57 contains 4062 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6026 members 
Mstep: Class 60 contains 6070 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3265 members 
Mstep: Class 64 contains 55288 members 
Mstep: Class 65 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882160.000000 Penalty: 222692.781250
Iteration 185Q: 66 clusters Score -1.518822e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79354 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 40334 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 104811 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 78652 members 
Mstep: Class 20 contains 13353 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8549 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88754 members 
Mstep: Class 25 contains 7127 members 
Mstep: Class 26 contains 13143 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7595 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 6393 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3059 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 23831 members 
Mstep: Class 35 contains 10442 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42909 members 
Mstep: Class 38 contains 9240 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5396 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16430 members 
Mstep: Class 45 contains 42261 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18810 members 
Mstep: Class 48 contains 2129 members 
Mstep: Class 49 contains 45527 members 
Mstep: Class 50 contains 3830 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6143 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5713 members 
Mstep: Class 56 contains 8553 members 
Mstep: Class 57 contains 4060 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 6023 members 
Mstep: Class 60 contains 6068 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3265 members 
Mstep: Class 64 contains 55315 members 
Mstep: Class 65 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882208.000000 Penalty: 222692.781250
Iteration 186Q: 66 clusters Score -1.518822e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 79351 members 
Mstep: Class 6 contains 13085 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 8 contains 40331 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 104810 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 78652 members 
Mstep: Class 20 contains 13357 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88757 members 
Mstep: Class 25 contains 7119 members 
Mstep: Class 26 contains 13137 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 7594 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 6400 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3063 members 
Mstep: Class 33 contains 3067 members 
Mstep: Class 34 contains 23837 members 
Mstep: Class 35 contains 10432 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42901 members 
Mstep: Class 38 contains 9233 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7823 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16434 members 
Mstep: Class 45 contains 42248 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18802 members 
Mstep: Class 48 contains 2136 members 
Mstep: Class 49 contains 45527 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6142 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5720 members 
Mstep: Class 56 contains 8554 members 
Mstep: Class 57 contains 4056 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 6019 members 
Mstep: Class 60 contains 6066 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3266 members 
Mstep: Class 64 contains 55341 members 
Mstep: Class 65 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882288.000000 Penalty: 222692.781250
Iteration 187Q: 66 clusters Score -1.518823e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 79348 members 
Mstep: Class 6 contains 13096 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 17876 members 
Mstep: Class 10 contains 104802 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 78652 members 
Mstep: Class 20 contains 13361 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 2114 members 
Mstep: Class 24 contains 88762 members 
Mstep: Class 25 contains 7112 members 
Mstep: Class 26 contains 13137 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 6406 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 23843 members 
Mstep: Class 35 contains 10422 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42896 members 
Mstep: Class 38 contains 9223 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7821 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16442 members 
Mstep: Class 45 contains 42235 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18792 members 
Mstep: Class 48 contains 2140 members 
Mstep: Class 49 contains 45527 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6143 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5727 members 
Mstep: Class 56 contains 8554 members 
Mstep: Class 57 contains 4052 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 6020 members 
Mstep: Class 60 contains 6062 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3267 members 
Mstep: Class 64 contains 55366 members 
Mstep: Class 65 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882304.000000 Penalty: 222692.781250
Iteration 188Q: 66 clusters Score -1.518823e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79343 members 
Mstep: Class 6 contains 13105 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 40321 members 
Mstep: Class 9 contains 17870 members 
Mstep: Class 10 contains 104803 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 78649 members 
Mstep: Class 20 contains 13369 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88766 members 
Mstep: Class 25 contains 7109 members 
Mstep: Class 26 contains 13136 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 3069 members 
Mstep: Class 34 contains 23847 members 
Mstep: Class 35 contains 10417 members 
Mstep: Class 36 contains 6113 members 
Mstep: Class 37 contains 42893 members 
Mstep: Class 38 contains 9211 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7821 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16450 members 
Mstep: Class 45 contains 42222 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18783 members 
Mstep: Class 48 contains 2142 members 
Mstep: Class 49 contains 45528 members 
Mstep: Class 50 contains 3831 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6143 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5731 members 
Mstep: Class 56 contains 8555 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6021 members 
Mstep: Class 60 contains 6058 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3269 members 
Mstep: Class 64 contains 55392 members 
Mstep: Class 65 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882464.000000 Penalty: 222692.781250
Iteration 189Q: 66 clusters Score -1.518825e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79334 members 
Mstep: Class 6 contains 13113 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 40317 members 
Mstep: Class 9 contains 17868 members 
Mstep: Class 10 contains 104803 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11524 members 
Mstep: Class 13 contains 2917 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78649 members 
Mstep: Class 20 contains 13376 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8548 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88773 members 
Mstep: Class 25 contains 7105 members 
Mstep: Class 26 contains 13135 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 23849 members 
Mstep: Class 35 contains 10411 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42887 members 
Mstep: Class 38 contains 9204 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7822 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5396 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16456 members 
Mstep: Class 45 contains 42220 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18772 members 
Mstep: Class 48 contains 2143 members 
Mstep: Class 49 contains 45533 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6142 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5735 members 
Mstep: Class 56 contains 8555 members 
Mstep: Class 57 contains 4056 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6020 members 
Mstep: Class 60 contains 6054 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3270 members 
Mstep: Class 64 contains 55416 members 
Mstep: Class 65 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882544.000000 Penalty: 222692.781250
Iteration 190Q: 66 clusters Score -1.518825e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 8035 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 79325 members 
Mstep: Class 6 contains 13116 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 40310 members 
Mstep: Class 9 contains 17865 members 
Mstep: Class 10 contains 104802 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2918 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 4903 members 
Mstep: Class 19 contains 78648 members 
Mstep: Class 20 contains 13380 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88782 members 
Mstep: Class 25 contains 7099 members 
Mstep: Class 26 contains 13135 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 6411 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3062 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 23853 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42881 members 
Mstep: Class 38 contains 9191 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7825 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5397 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16455 members 
Mstep: Class 45 contains 42214 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18769 members 
Mstep: Class 48 contains 2145 members 
Mstep: Class 49 contains 45535 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2880 members 
Mstep: Class 52 contains 6140 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5746 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4058 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6018 members 
Mstep: Class 60 contains 6052 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3270 members 
Mstep: Class 64 contains 55445 members 
Mstep: Class 65 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882608.000000 Penalty: 222692.781250
Iteration 191Q: 66 clusters Score -1.518826e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 8034 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 79317 members 
Mstep: Class 6 contains 13121 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 40301 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 104797 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 4848 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 78647 members 
Mstep: Class 20 contains 13385 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8544 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88788 members 
Mstep: Class 25 contains 7094 members 
Mstep: Class 26 contains 13135 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 6414 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3063 members 
Mstep: Class 33 contains 3071 members 
Mstep: Class 34 contains 23856 members 
Mstep: Class 35 contains 10402 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9183 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7825 members 
Mstep: Class 41 contains 1343 members 
Mstep: Class 42 contains 5398 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16456 members 
Mstep: Class 45 contains 42217 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18773 members 
Mstep: Class 48 contains 2144 members 
Mstep: Class 49 contains 45536 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6138 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5754 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4059 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6017 members 
Mstep: Class 60 contains 6051 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3270 members 
Mstep: Class 64 contains 55462 members 
Mstep: Class 65 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882480.000000 Penalty: 222692.781250
Iteration 192Q: 66 clusters Score -1.518825e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 79308 members 
Mstep: Class 6 contains 13127 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 40292 members 
Mstep: Class 9 contains 17853 members 
Mstep: Class 10 contains 104796 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 4846 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 78646 members 
Mstep: Class 20 contains 13391 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88795 members 
Mstep: Class 25 contains 7091 members 
Mstep: Class 26 contains 13135 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6418 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3073 members 
Mstep: Class 34 contains 23857 members 
Mstep: Class 35 contains 10397 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42882 members 
Mstep: Class 38 contains 9175 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7826 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16458 members 
Mstep: Class 45 contains 42220 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18773 members 
Mstep: Class 48 contains 2147 members 
Mstep: Class 49 contains 45538 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6137 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5758 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4055 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 6015 members 
Mstep: Class 60 contains 6048 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3270 members 
Mstep: Class 64 contains 55484 members 
Mstep: Class 65 contains 2507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882592.000000 Penalty: 222692.781250
Iteration 193Q: 66 clusters Score -1.518826e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79302 members 
Mstep: Class 6 contains 13135 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40283 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104795 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 4844 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13620 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 78648 members 
Mstep: Class 20 contains 13395 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8541 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88807 members 
Mstep: Class 25 contains 7082 members 
Mstep: Class 26 contains 13134 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6415 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 23855 members 
Mstep: Class 35 contains 10394 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42881 members 
Mstep: Class 38 contains 9170 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5403 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16457 members 
Mstep: Class 45 contains 42214 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18771 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 45536 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6136 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5763 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4054 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6047 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3270 members 
Mstep: Class 64 contains 55501 members 
Mstep: Class 65 contains 2512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882592.000000 Penalty: 222692.781250
Iteration 194Q: 66 clusters Score -1.518826e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13136 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 104795 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 4842 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 4897 members 
Mstep: Class 19 contains 78647 members 
Mstep: Class 20 contains 13397 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88810 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 13132 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6420 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23856 members 
Mstep: Class 35 contains 10392 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42880 members 
Mstep: Class 38 contains 9167 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7826 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5400 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16458 members 
Mstep: Class 45 contains 42205 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18771 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45538 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6136 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 6016 members 
Mstep: Class 60 contains 6045 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3270 members 
Mstep: Class 64 contains 55516 members 
Mstep: Class 65 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882640.000000 Penalty: 222692.781250
Iteration 195Q: 66 clusters Score -1.518826e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 8028 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79304 members 
Mstep: Class 6 contains 13137 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 17846 members 
Mstep: Class 10 contains 104792 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4837 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 4900 members 
Mstep: Class 19 contains 78647 members 
Mstep: Class 20 contains 13398 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88815 members 
Mstep: Class 25 contains 7075 members 
Mstep: Class 26 contains 13133 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6422 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23859 members 
Mstep: Class 35 contains 10390 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42881 members 
Mstep: Class 38 contains 9165 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5401 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16454 members 
Mstep: Class 45 contains 42190 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18765 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45544 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5765 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6042 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3271 members 
Mstep: Class 64 contains 55533 members 
Mstep: Class 65 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882688.000000 Penalty: 222692.781250
Iteration 196Q: 66 clusters Score -1.518827e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79302 members 
Mstep: Class 6 contains 13139 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40270 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104794 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4833 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 4904 members 
Mstep: Class 19 contains 78648 members 
Mstep: Class 20 contains 13398 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88821 members 
Mstep: Class 25 contains 7071 members 
Mstep: Class 26 contains 13132 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6425 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23860 members 
Mstep: Class 35 contains 10388 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9161 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5401 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16459 members 
Mstep: Class 45 contains 42183 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18761 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45548 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5765 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4052 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3272 members 
Mstep: Class 64 contains 55549 members 
Mstep: Class 65 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882624.000000 Penalty: 222692.781250
Iteration 197Q: 66 clusters Score -1.518826e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 8026 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79302 members 
Mstep: Class 6 contains 13145 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40264 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104792 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78649 members 
Mstep: Class 20 contains 13398 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6426 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3068 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23860 members 
Mstep: Class 35 contains 10388 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9159 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5404 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42175 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18753 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45552 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5762 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3273 members 
Mstep: Class 64 contains 55562 members 
Mstep: Class 65 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882784.000000 Penalty: 222692.781250
Iteration 198Q: 66 clusters Score -1.518828e+08 nChanged 100
Entering ConstructFrom: 
Score: -151882784.000000 Penalty: 222692.781250
Entering ConstructFrom: 
Trying to split cluster 1 (84357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Entering Unmasked Estep 
Score: -13450582.000000 Penalty: 2813.017822
	Iteration 0F: 2 clusters Score -1.345058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -13398058.000000 Penalty: 5626.035645
	Iteration 0F: 3 clusters Score -1.339806e+07 nChanged 39419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -13420280.000000 Penalty: 5626.035645
	Iteration 1F: 3 clusters Score -1.342028e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -13421145.000000 Penalty: 5626.035645
	Iteration 2Q: 3 clusters Score -1.342114e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -13422207.000000 Penalty: 5626.035645
	Iteration 3Q: 3 clusters Score -1.342221e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -13423481.000000 Penalty: 5626.035645
	Iteration 4Q: 3 clusters Score -1.342348e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -13425410.000000 Penalty: 5626.035645
	Iteration 5Q: 3 clusters Score -1.342541e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -13428305.000000 Penalty: 5626.035645
	Iteration 6F: 3 clusters Score -1.34283e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -13431944.000000 Penalty: 5626.035645
	Iteration 7F: 3 clusters Score -1.343194e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -13435895.000000 Penalty: 5626.035645
	Iteration 8F: 3 clusters Score -1.34359e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -13439582.000000 Penalty: 5626.035645
	Iteration 9F: 3 clusters Score -1.343958e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -13442376.000000 Penalty: 5626.035645
	Iteration 10Q: 3 clusters Score -1.344238e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -13444240.000000 Penalty: 5626.035645
	Iteration 11Q: 3 clusters Score -1.344424e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -13445614.000000 Penalty: 5626.035645
	Iteration 12Q: 3 clusters Score -1.344561e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -13446403.000000 Penalty: 5626.035645
	Iteration 13Q: 3 clusters Score -1.34464e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -13446950.000000 Penalty: 5626.035645
	Iteration 14Q: 3 clusters Score -1.344695e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -13447277.000000 Penalty: 5626.035645
	Iteration 15Q: 3 clusters Score -1.344728e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -13447533.000000 Penalty: 5626.035645
	Iteration 16Q: 3 clusters Score -1.344753e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
Score: -13447738.000000 Penalty: 5626.035645
	Iteration 17Q: 3 clusters Score -1.344774e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -13447863.000000 Penalty: 5626.035645
	Iteration 18Q: 3 clusters Score -1.344786e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -13447938.000000 Penalty: 5626.035645
	Iteration 19Q: 3 clusters Score -1.344794e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -13448041.000000 Penalty: 5626.035645
	Iteration 20F: 3 clusters Score -1.344804e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -13448081.000000 Penalty: 5626.035645
	Iteration 21Q: 3 clusters Score -1.344808e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -13448104.000000 Penalty: 5626.035645
	Iteration 22Q: 3 clusters Score -1.34481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -13448120.000000 Penalty: 5626.035645
	Iteration 23Q: 3 clusters Score -1.344812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -13448179.000000 Penalty: 5626.035645
	Iteration 24Q: 3 clusters Score -1.344818e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 83353 members 
Entering Unmasked Estep 
Score: -13448186.000000 Penalty: 5626.035645
	Iteration 25Q: 3 clusters Score -1.344819e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -13448213.000000 Penalty: 5626.035645
	Iteration 26Q: 3 clusters Score -1.344821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -13448229.000000 Penalty: 5626.035645
	Iteration 27Q: 3 clusters Score -1.344823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -13448232.000000 Penalty: 5626.035645
	Iteration 28Q: 3 clusters Score -1.344823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -13448246.000000 Penalty: 5626.035645
	Iteration 29Q: 3 clusters Score -1.344825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -13448243.000000 Penalty: 5626.035645
	Iteration 30Q: 3 clusters Score -1.344824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -13448260.000000 Penalty: 5626.035645
	Iteration 31Q: 3 clusters Score -1.344826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -13448258.000000 Penalty: 5626.035645
	Iteration 32Q: 3 clusters Score -1.344826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -13448271.000000 Penalty: 5626.035645
	Iteration 33Q: 3 clusters Score -1.344827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -13448292.000000 Penalty: 5626.035645
	Iteration 34Q: 3 clusters Score -1.344829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -13448295.000000 Penalty: 5626.035645
	Iteration 35Q: 3 clusters Score -1.34483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -13448304.000000 Penalty: 5626.035645
	Iteration 36Q: 3 clusters Score -1.34483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -13448324.000000 Penalty: 5626.035645
	Iteration 37Q: 3 clusters Score -1.344832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -13448323.000000 Penalty: 5626.035645
	Iteration 38Q: 3 clusters Score -1.344832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -13448330.000000 Penalty: 5626.035645
	Iteration 39Q: 3 clusters Score -1.344833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -13448332.000000 Penalty: 5626.035645
	Iteration 40F: 3 clusters Score -1.344833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -13448336.000000 Penalty: 5626.035645
	Iteration 41Q: 3 clusters Score -1.344834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -13448348.000000 Penalty: 5626.035645
	Iteration 42Q: 3 clusters Score -1.344835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -13448350.000000 Penalty: 5626.035645
	Iteration 43Q: 3 clusters Score -1.344835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -13448354.000000 Penalty: 5626.035645
	Iteration 44Q: 3 clusters Score -1.344835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -13448358.000000 Penalty: 5626.035645
	Iteration 45Q: 3 clusters Score -1.344836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -13448365.000000 Penalty: 5626.035645
	Iteration 46Q: 3 clusters Score -1.344836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -13448370.000000 Penalty: 5626.035645
	Iteration 47Q: 3 clusters Score -1.344837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -13448372.000000 Penalty: 5626.035645
	Iteration 48Q: 3 clusters Score -1.344837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -13448368.000000 Penalty: 5626.035645
	Iteration 49Q: 3 clusters Score -1.344837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -13448376.000000 Penalty: 5626.035645
	Iteration 50Q: 3 clusters Score -1.344838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -13448375.000000 Penalty: 5626.035645
	Iteration 51Q: 3 clusters Score -1.344838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -13448383.000000 Penalty: 5626.035645
	Iteration 52Q: 3 clusters Score -1.344838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -13448383.000000 Penalty: 5626.035645
	Iteration 53F: 3 clusters Score -1.344838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -1262555.250000 Penalty: 2229.598633
	Iteration 0F: 2 clusters Score -1262555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1256140.875000 Penalty: 4459.197266
	Iteration 0F: 3 clusters Score -1256141 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1257912.875000 Penalty: 4459.197266
	Iteration 1F: 3 clusters Score -1257913 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1258202.250000 Penalty: 4459.197266
	Iteration 2F: 3 clusters Score -1258202 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1258373.000000 Penalty: 4459.197266
	Iteration 3Q: 3 clusters Score -1258373 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1258514.625000 Penalty: 4459.197266
	Iteration 4Q: 3 clusters Score -1258515 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1258634.625000 Penalty: 4459.197266
	Iteration 5Q: 3 clusters Score -1258635 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1258754.750000 Penalty: 4459.197266
	Iteration 6Q: 3 clusters Score -1258755 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1258861.750000 Penalty: 4459.197266
	Iteration 7Q: 3 clusters Score -1258862 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1258999.250000 Penalty: 4459.197266
	Iteration 8Q: 3 clusters Score -1258999 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1259158.750000 Penalty: 4459.197266
	Iteration 9Q: 3 clusters Score -1259159 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1259321.250000 Penalty: 4459.197266
	Iteration 10Q: 3 clusters Score -1259321 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1259493.500000 Penalty: 4459.197266
	Iteration 11Q: 3 clusters Score -1259494 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1259671.375000 Penalty: 4459.197266
	Iteration 12Q: 3 clusters Score -1259671 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1259861.625000 Penalty: 4459.197266
	Iteration 13Q: 3 clusters Score -1259862 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1260023.000000 Penalty: 4459.197266
	Iteration 14Q: 3 clusters Score -1260023 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1260235.125000 Penalty: 4459.197266
	Iteration 15Q: 3 clusters Score -1260235 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1260484.250000 Penalty: 4459.197266
	Iteration 16Q: 3 clusters Score -1260484 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1260725.500000 Penalty: 4459.197266
	Iteration 17Q: 3 clusters Score -1260726 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1260919.375000 Penalty: 4459.197266
	Iteration 18Q: 3 clusters Score -1260919 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1261072.000000 Penalty: 4459.197266
	Iteration 19Q: 3 clusters Score -1261072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1261149.125000 Penalty: 4459.197266
	Iteration 20F: 3 clusters Score -1261149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1261189.875000 Penalty: 4459.197266
	Iteration 21Q: 3 clusters Score -1261190 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1261217.250000 Penalty: 4459.197266
	Iteration 22Q: 3 clusters Score -1261217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1261231.875000 Penalty: 4459.197266
	Iteration 23Q: 3 clusters Score -1261232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1261240.875000 Penalty: 4459.197266
	Iteration 24Q: 3 clusters Score -1261241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1261251.750000 Penalty: 4459.197266
	Iteration 25Q: 3 clusters Score -1261252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1261256.625000 Penalty: 4459.197266
	Iteration 26Q: 3 clusters Score -1261257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1261258.750000 Penalty: 4459.197266
	Iteration 27Q: 3 clusters Score -1261259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1261262.250000 Penalty: 4459.197266
	Iteration 28Q: 3 clusters Score -1261262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1261265.500000 Penalty: 4459.197266
	Iteration 29Q: 3 clusters Score -1261266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1261270.250000 Penalty: 4459.197266
	Iteration 30Q: 3 clusters Score -1261270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1261270.250000 Penalty: 4459.197266
	Iteration 31Q: 3 clusters Score -1261270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1261273.000000 Penalty: 4459.197266
	Iteration 32Q: 3 clusters Score -1261273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1261272.750000 Penalty: 4459.197266
	Iteration 33Q: 3 clusters Score -1261273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1261272.375000 Penalty: 4459.197266
	Iteration 34Q: 3 clusters Score -1261272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1261273.125000 Penalty: 4459.197266
	Iteration 35Q: 3 clusters Score -1261273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1261273.750000 Penalty: 4459.197266
	Iteration 36Q: 3 clusters Score -1261274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1261277.000000 Penalty: 4459.197266
	Iteration 37Q: 3 clusters Score -1261277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1261277.000000 Penalty: 4459.197266
	Iteration 38F: 3 clusters Score -1261277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -52896.964844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -52896.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51725.953125 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -51725.95 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52071.050781 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -52071.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52295.933594 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -52295.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52339.531250 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -52339.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52374.105469 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -52374.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52393.710938 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -52393.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52400.062500 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -52400.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52400.062500 Penalty: 3000.667969
	Iteration 7F: 3 clusters Score -52400.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -1141221.000000 Penalty: 2214.237061
	Iteration 0F: 2 clusters Score -1141221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1135090.500000 Penalty: 4428.474121
	Iteration 0F: 3 clusters Score -1135090 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1136757.625000 Penalty: 4428.474121
	Iteration 1F: 3 clusters Score -1136758 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1137077.250000 Penalty: 4428.474121
	Iteration 2F: 3 clusters Score -1137077 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1137331.625000 Penalty: 4428.474121
	Iteration 3F: 3 clusters Score -1137332 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1137589.125000 Penalty: 4428.474121
	Iteration 4F: 3 clusters Score -1137589 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1137824.250000 Penalty: 4428.474121
	Iteration 5Q: 3 clusters Score -1137824 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1138041.250000 Penalty: 4428.474121
	Iteration 6Q: 3 clusters Score -1138041 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1138238.875000 Penalty: 4428.474121
	Iteration 7Q: 3 clusters Score -1138239 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1138439.500000 Penalty: 4428.474121
	Iteration 8Q: 3 clusters Score -1138440 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1138639.000000 Penalty: 4428.474121
	Iteration 9Q: 3 clusters Score -1138639 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1138833.875000 Penalty: 4428.474121
	Iteration 10Q: 3 clusters Score -1138834 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1139033.125000 Penalty: 4428.474121
	Iteration 11Q: 3 clusters Score -1139033 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1139214.125000 Penalty: 4428.474121
	Iteration 12Q: 3 clusters Score -1139214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1139387.875000 Penalty: 4428.474121
	Iteration 13Q: 3 clusters Score -1139388 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1139556.875000 Penalty: 4428.474121
	Iteration 14Q: 3 clusters Score -1139557 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1139732.875000 Penalty: 4428.474121
	Iteration 15Q: 3 clusters Score -1139733 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1139976.000000 Penalty: 4428.474121
	Iteration 16Q: 3 clusters Score -1139976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1140264.750000 Penalty: 4428.474121
	Iteration 17Q: 3 clusters Score -1140265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1140496.375000 Penalty: 4428.474121
	Iteration 18Q: 3 clusters Score -1140496 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1140624.500000 Penalty: 4428.474121
	Iteration 19Q: 3 clusters Score -1140624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1140699.250000 Penalty: 4428.474121
	Iteration 20F: 3 clusters Score -1140699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1140745.125000 Penalty: 4428.474121
	Iteration 21Q: 3 clusters Score -1140745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1140773.250000 Penalty: 4428.474121
	Iteration 22Q: 3 clusters Score -1140773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1140791.750000 Penalty: 4428.474121
	Iteration 23Q: 3 clusters Score -1140792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1140800.625000 Penalty: 4428.474121
	Iteration 24Q: 3 clusters Score -1140801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1140808.375000 Penalty: 4428.474121
	Iteration 25Q: 3 clusters Score -1140808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1140821.250000 Penalty: 4428.474121
	Iteration 26Q: 3 clusters Score -1140821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1140830.625000 Penalty: 4428.474121
	Iteration 27Q: 3 clusters Score -1140831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1140842.625000 Penalty: 4428.474121
	Iteration 28Q: 3 clusters Score -1140843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1140852.125000 Penalty: 4428.474121
	Iteration 29Q: 3 clusters Score -1140852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1140857.000000 Penalty: 4428.474121
	Iteration 30Q: 3 clusters Score -1140857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1140861.375000 Penalty: 4428.474121
	Iteration 31Q: 3 clusters Score -1140861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1140866.750000 Penalty: 4428.474121
	Iteration 32Q: 3 clusters Score -1140867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1140868.250000 Penalty: 4428.474121
	Iteration 33Q: 3 clusters Score -1140868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1140872.750000 Penalty: 4428.474121
	Iteration 34Q: 3 clusters Score -1140873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1140875.250000 Penalty: 4428.474121
	Iteration 35Q: 3 clusters Score -1140875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1140877.375000 Penalty: 4428.474121
	Iteration 36Q: 3 clusters Score -1140877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1140882.250000 Penalty: 4428.474121
	Iteration 37Q: 3 clusters Score -1140882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1140885.625000 Penalty: 4428.474121
	Iteration 38Q: 3 clusters Score -1140886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1140884.875000 Penalty: 4428.474121
	Iteration 39Q: 3 clusters Score -1140885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1140888.625000 Penalty: 4428.474121
	Iteration 40F: 3 clusters Score -1140889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1140890.000000 Penalty: 4428.474121
	Iteration 41Q: 3 clusters Score -1140890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1140889.125000 Penalty: 4428.474121
	Iteration 42Q: 3 clusters Score -1140889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1140889.125000 Penalty: 4428.474121
	Iteration 43Q: 3 clusters Score -1140889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1140889.375000 Penalty: 4428.474121
	Iteration 44Q: 3 clusters Score -1140889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1140889.500000 Penalty: 4428.474121
	Iteration 45Q: 3 clusters Score -1140890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1140890.875000 Penalty: 4428.474121
	Iteration 46Q: 3 clusters Score -1140891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1140890.125000 Penalty: 4428.474121
	Iteration 47Q: 3 clusters Score -1140890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1140891.375000 Penalty: 4428.474121
	Iteration 48Q: 3 clusters Score -1140891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1140890.375000 Penalty: 4428.474121
	Iteration 49Q: 3 clusters Score -1140890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1140892.250000 Penalty: 4428.474121
	Iteration 50Q: 3 clusters Score -1140892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1140891.625000 Penalty: 4428.474121
	Iteration 51Q: 3 clusters Score -1140892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1140894.250000 Penalty: 4428.474121
	Iteration 52Q: 3 clusters Score -1140894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1140894.375000 Penalty: 4428.474121
	Iteration 53Q: 3 clusters Score -1140894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1140898.125000 Penalty: 4428.474121
	Iteration 54Q: 3 clusters Score -1140898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1140898.500000 Penalty: 4428.474121
	Iteration 55Q: 3 clusters Score -1140898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1140899.125000 Penalty: 4428.474121
	Iteration 56Q: 3 clusters Score -1140899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1140898.750000 Penalty: 4428.474121
	Iteration 57Q: 3 clusters Score -1140899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1140903.375000 Penalty: 4428.474121
	Iteration 58Q: 3 clusters Score -1140903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1140902.250000 Penalty: 4428.474121
	Iteration 59Q: 3 clusters Score -1140902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1140899.875000 Penalty: 4428.474121
	Iteration 60F: 3 clusters Score -1140900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Entering Unmasked Estep 
Score: -12626475.000000 Penalty: 2797.689453
	Iteration 0F: 2 clusters Score -1.262648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -12576200.000000 Penalty: 5595.378906
	Iteration 0F: 3 clusters Score -1.25762e+07 nChanged 37208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -12597639.000000 Penalty: 5595.378906
	Iteration 1F: 3 clusters Score -1.259764e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -12598584.000000 Penalty: 5595.378906
	Iteration 2Q: 3 clusters Score -1.259858e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -12599766.000000 Penalty: 5595.378906
	Iteration 3Q: 3 clusters Score -1.259977e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -12601336.000000 Penalty: 5595.378906
	Iteration 4F: 3 clusters Score -1.260134e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -12603460.000000 Penalty: 5595.378906
	Iteration 5F: 3 clusters Score -1.260346e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -12606097.000000 Penalty: 5595.378906
	Iteration 6F: 3 clusters Score -1.26061e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -12609299.000000 Penalty: 5595.378906
	Iteration 7F: 3 clusters Score -1.26093e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65967 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -12612853.000000 Penalty: 5595.378906
	Iteration 8F: 3 clusters Score -1.261285e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -12616524.000000 Penalty: 5595.378906
	Iteration 9F: 3 clusters Score -1.261652e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -12619690.000000 Penalty: 5595.378906
	Iteration 10Q: 3 clusters Score -1.261969e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12621955.000000 Penalty: 5595.378906
	Iteration 11Q: 3 clusters Score -1.262196e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12623055.000000 Penalty: 5595.378906
	Iteration 12Q: 3 clusters Score -1.262306e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12623500.000000 Penalty: 5595.378906
	Iteration 13Q: 3 clusters Score -1.26235e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12623713.000000 Penalty: 5595.378906
	Iteration 14Q: 3 clusters Score -1.262371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12623850.000000 Penalty: 5595.378906
	Iteration 15Q: 3 clusters Score -1.262385e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12623920.000000 Penalty: 5595.378906
	Iteration 16Q: 3 clusters Score -1.262392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -12623971.000000 Penalty: 5595.378906
	Iteration 17Q: 3 clusters Score -1.262397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78962 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12623978.000000 Penalty: 5595.378906
	Iteration 18Q: 3 clusters Score -1.262398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12624007.000000 Penalty: 5595.378906
	Iteration 19Q: 3 clusters Score -1.262401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12624014.000000 Penalty: 5595.378906
	Iteration 20F: 3 clusters Score -1.262401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12624016.000000 Penalty: 5595.378906
	Iteration 21Q: 3 clusters Score -1.262402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12624013.000000 Penalty: 5595.378906
	Iteration 22Q: 3 clusters Score -1.262401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12624025.000000 Penalty: 5595.378906
	Iteration 23Q: 3 clusters Score -1.262402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12624030.000000 Penalty: 5595.378906
	Iteration 24Q: 3 clusters Score -1.262403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12624022.000000 Penalty: 5595.378906
	Iteration 25Q: 3 clusters Score -1.262402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12624028.000000 Penalty: 5595.378906
	Iteration 26Q: 3 clusters Score -1.262403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12624024.000000 Penalty: 5595.378906
	Iteration 27Q: 3 clusters Score -1.262402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12624042.000000 Penalty: 5595.378906
	Iteration 28Q: 3 clusters Score -1.262404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12624035.000000 Penalty: 5595.378906
	Iteration 29Q: 3 clusters Score -1.262404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12624048.000000 Penalty: 5595.378906
	Iteration 30Q: 3 clusters Score -1.262405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12624040.000000 Penalty: 5595.378906
	Iteration 31Q: 3 clusters Score -1.262404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12624042.000000 Penalty: 5595.378906
	Iteration 32Q: 3 clusters Score -1.262404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12624044.000000 Penalty: 5595.378906
	Iteration 33Q: 3 clusters Score -1.262404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12624044.000000 Penalty: 5595.378906
	Iteration 34F: 3 clusters Score -1.262404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
Score: -2038995.500000 Penalty: 2352.038086
	Iteration 0F: 2 clusters Score -2038996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2029345.875000 Penalty: 4704.076172
	Iteration 0F: 3 clusters Score -2029346 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2032533.875000 Penalty: 4704.076172
	Iteration 1F: 3 clusters Score -2032534 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2032886.500000 Penalty: 4704.076172
	Iteration 2F: 3 clusters Score -2032886 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2033190.250000 Penalty: 4704.076172
	Iteration 3F: 3 clusters Score -2033190 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2033445.125000 Penalty: 4704.076172
	Iteration 4Q: 3 clusters Score -2033445 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2033695.625000 Penalty: 4704.076172
	Iteration 5Q: 3 clusters Score -2033696 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2033942.000000 Penalty: 4704.076172
	Iteration 6Q: 3 clusters Score -2033942 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2034213.625000 Penalty: 4704.076172
	Iteration 7Q: 3 clusters Score -2034214 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2034469.000000 Penalty: 4704.076172
	Iteration 8Q: 3 clusters Score -2034469 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2034721.000000 Penalty: 4704.076172
	Iteration 9Q: 3 clusters Score -2034721 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2034948.250000 Penalty: 4704.076172
	Iteration 10Q: 3 clusters Score -2034948 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2035159.500000 Penalty: 4704.076172
	Iteration 11Q: 3 clusters Score -2035160 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2035356.500000 Penalty: 4704.076172
	Iteration 12Q: 3 clusters Score -2035356 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2035544.250000 Penalty: 4704.076172
	Iteration 13Q: 3 clusters Score -2035544 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2035694.625000 Penalty: 4704.076172
	Iteration 14Q: 3 clusters Score -2035695 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2035831.625000 Penalty: 4704.076172
	Iteration 15Q: 3 clusters Score -2035832 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2035920.750000 Penalty: 4704.076172
	Iteration 16Q: 3 clusters Score -2035921 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2035997.250000 Penalty: 4704.076172
	Iteration 17Q: 3 clusters Score -2035997 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2036060.875000 Penalty: 4704.076172
	Iteration 18Q: 3 clusters Score -2036061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2036114.125000 Penalty: 4704.076172
	Iteration 19Q: 3 clusters Score -2036114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2036150.625000 Penalty: 4704.076172
	Iteration 20F: 3 clusters Score -2036151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2036177.125000 Penalty: 4704.076172
	Iteration 21Q: 3 clusters Score -2036177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2036200.875000 Penalty: 4704.076172
	Iteration 22Q: 3 clusters Score -2036201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2036215.000000 Penalty: 4704.076172
	Iteration 23Q: 3 clusters Score -2036215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2036233.875000 Penalty: 4704.076172
	Iteration 24Q: 3 clusters Score -2036234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2036244.500000 Penalty: 4704.076172
	Iteration 25Q: 3 clusters Score -2036244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2036271.750000 Penalty: 4704.076172
	Iteration 26Q: 3 clusters Score -2036272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2036286.625000 Penalty: 4704.076172
	Iteration 27Q: 3 clusters Score -2036287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2036307.375000 Penalty: 4704.076172
	Iteration 28Q: 3 clusters Score -2036307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2036312.125000 Penalty: 4704.076172
	Iteration 29Q: 3 clusters Score -2036312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2036328.625000 Penalty: 4704.076172
	Iteration 30Q: 3 clusters Score -2036329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2036346.500000 Penalty: 4704.076172
	Iteration 31Q: 3 clusters Score -2036346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2036362.750000 Penalty: 4704.076172
	Iteration 32Q: 3 clusters Score -2036363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2036378.625000 Penalty: 4704.076172
	Iteration 33Q: 3 clusters Score -2036379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2036381.875000 Penalty: 4704.076172
	Iteration 34Q: 3 clusters Score -2036382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2036399.250000 Penalty: 4704.076172
	Iteration 35Q: 3 clusters Score -2036399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2036396.250000 Penalty: 4704.076172
	Iteration 36Q: 3 clusters Score -2036396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2036412.500000 Penalty: 4704.076172
	Iteration 37Q: 3 clusters Score -2036412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2036418.250000 Penalty: 4704.076172
	Iteration 38Q: 3 clusters Score -2036418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2036429.375000 Penalty: 4704.076172
	Iteration 39Q: 3 clusters Score -2036429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2036435.125000 Penalty: 4704.076172
	Iteration 40F: 3 clusters Score -2036435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2036441.375000 Penalty: 4704.076172
	Iteration 41Q: 3 clusters Score -2036441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2036448.000000 Penalty: 4704.076172
	Iteration 42Q: 3 clusters Score -2036448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2036454.125000 Penalty: 4704.076172
	Iteration 43Q: 3 clusters Score -2036454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2036460.125000 Penalty: 4704.076172
	Iteration 44Q: 3 clusters Score -2036460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2036467.375000 Penalty: 4704.076172
	Iteration 45Q: 3 clusters Score -2036467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2036476.500000 Penalty: 4704.076172
	Iteration 46Q: 3 clusters Score -2036476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2036485.875000 Penalty: 4704.076172
	Iteration 47Q: 3 clusters Score -2036486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2036491.500000 Penalty: 4704.076172
	Iteration 48Q: 3 clusters Score -2036492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2036498.125000 Penalty: 4704.076172
	Iteration 49Q: 3 clusters Score -2036498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2036513.000000 Penalty: 4704.076172
	Iteration 50Q: 3 clusters Score -2036513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2036519.000000 Penalty: 4704.076172
	Iteration 51Q: 3 clusters Score -2036519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2036529.375000 Penalty: 4704.076172
	Iteration 52Q: 3 clusters Score -2036529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2036536.750000 Penalty: 4704.076172
	Iteration 53Q: 3 clusters Score -2036537 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2036550.250000 Penalty: 4704.076172
	Iteration 54Q: 3 clusters Score -2036550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2036549.500000 Penalty: 4704.076172
	Iteration 55Q: 3 clusters Score -2036550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2036558.875000 Penalty: 4704.076172
	Iteration 56Q: 3 clusters Score -2036559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2036558.500000 Penalty: 4704.076172
	Iteration 57Q: 3 clusters Score -2036558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2036565.125000 Penalty: 4704.076172
	Iteration 58Q: 3 clusters Score -2036565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2036567.250000 Penalty: 4704.076172
	Iteration 59Q: 3 clusters Score -2036567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2036568.875000 Penalty: 4704.076172
	Iteration 60F: 3 clusters Score -2036569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2036571.875000 Penalty: 4704.076172
	Iteration 61Q: 3 clusters Score -2036572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2036573.750000 Penalty: 4704.076172
	Iteration 62Q: 3 clusters Score -2036574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2036574.375000 Penalty: 4704.076172
	Iteration 63Q: 3 clusters Score -2036574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2036572.500000 Penalty: 4704.076172
	Iteration 64Q: 3 clusters Score -2036572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2036572.250000 Penalty: 4704.076172
	Iteration 65Q: 3 clusters Score -2036572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2036574.625000 Penalty: 4704.076172
	Iteration 66Q: 3 clusters Score -2036575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2036579.000000 Penalty: 4704.076172
	Iteration 67Q: 3 clusters Score -2036579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2036580.875000 Penalty: 4704.076172
	Iteration 68Q: 3 clusters Score -2036581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2036584.625000 Penalty: 4704.076172
	Iteration 69Q: 3 clusters Score -2036585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2036584.375000 Penalty: 4704.076172
	Iteration 70Q: 3 clusters Score -2036584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2036586.125000 Penalty: 4704.076172
	Iteration 71Q: 3 clusters Score -2036586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2036591.625000 Penalty: 4704.076172
	Iteration 72Q: 3 clusters Score -2036592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2036596.375000 Penalty: 4704.076172
	Iteration 73Q: 3 clusters Score -2036596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2036596.875000 Penalty: 4704.076172
	Iteration 74Q: 3 clusters Score -2036597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2036596.250000 Penalty: 4704.076172
	Iteration 75Q: 3 clusters Score -2036596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2036597.250000 Penalty: 4704.076172
	Iteration 76Q: 3 clusters Score -2036597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2036597.875000 Penalty: 4704.076172
	Iteration 77Q: 3 clusters Score -2036598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2036597.750000 Penalty: 4704.076172
	Iteration 78Q: 3 clusters Score -2036598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2036594.500000 Penalty: 4704.076172
	Iteration 79Q: 3 clusters Score -2036594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2036595.125000 Penalty: 4704.076172
	Iteration 80F: 3 clusters Score -2036595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2036597.750000 Penalty: 4704.076172
	Iteration 81Q: 3 clusters Score -2036598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2036595.875000 Penalty: 4704.076172
	Iteration 82Q: 3 clusters Score -2036596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2036595.000000 Penalty: 4704.076172
	Iteration 83Q: 3 clusters Score -2036595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2036593.625000 Penalty: 4704.076172
	Iteration 84Q: 3 clusters Score -2036594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2036593.250000 Penalty: 4704.076172
	Iteration 85Q: 3 clusters Score -2036593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2036593.250000 Penalty: 4704.076172
	Iteration 86F: 3 clusters Score -2036593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -369044.281250 Penalty: 1972.771362
	Iteration 0F: 2 clusters Score -369044.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -365967.500000 Penalty: 3945.542725
	Iteration 0F: 3 clusters Score -365967.5 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366930.093750 Penalty: 3945.542725
	Iteration 1F: 3 clusters Score -366930.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -367307.875000 Penalty: 3945.542725
	Iteration 2F: 3 clusters Score -367307.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -367533.468750 Penalty: 3945.542725
	Iteration 3F: 3 clusters Score -367533.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -367739.093750 Penalty: 3945.542725
	Iteration 4F: 3 clusters Score -367739.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -367940.187500 Penalty: 3945.542725
	Iteration 5Q: 3 clusters Score -367940.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -368116.687500 Penalty: 3945.542725
	Iteration 6Q: 3 clusters Score -368116.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -368257.531250 Penalty: 3945.542725
	Iteration 7Q: 3 clusters Score -368257.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -368370.781250 Penalty: 3945.542725
	Iteration 8Q: 3 clusters Score -368370.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -368470.218750 Penalty: 3945.542725
	Iteration 9Q: 3 clusters Score -368470.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -368548.062500 Penalty: 3945.542725
	Iteration 10Q: 3 clusters Score -368548.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -368603.375000 Penalty: 3945.542725
	Iteration 11Q: 3 clusters Score -368603.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -368633.843750 Penalty: 3945.542725
	Iteration 12Q: 3 clusters Score -368633.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -368653.906250 Penalty: 3945.542725
	Iteration 13Q: 3 clusters Score -368653.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -368668.031250 Penalty: 3945.542725
	Iteration 14Q: 3 clusters Score -368668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -368671.812500 Penalty: 3945.542725
	Iteration 15Q: 3 clusters Score -368671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -368675.531250 Penalty: 3945.542725
	Iteration 16Q: 3 clusters Score -368675.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -368680.968750 Penalty: 3945.542725
	Iteration 17Q: 3 clusters Score -368681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368685.781250 Penalty: 3945.542725
	Iteration 18Q: 3 clusters Score -368685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -368690.593750 Penalty: 3945.542725
	Iteration 19Q: 3 clusters Score -368690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368708.187500 Penalty: 3945.542725
	Iteration 20F: 3 clusters Score -368708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -368747.875000 Penalty: 3945.542725
	Iteration 21Q: 3 clusters Score -368747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -368761.937500 Penalty: 3945.542725
	Iteration 22Q: 3 clusters Score -368761.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368770.218750 Penalty: 3945.542725
	Iteration 23Q: 3 clusters Score -368770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368776.406250 Penalty: 3945.542725
	Iteration 24Q: 3 clusters Score -368776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -368783.125000 Penalty: 3945.542725
	Iteration 25Q: 3 clusters Score -368783.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368784.750000 Penalty: 3945.542725
	Iteration 26Q: 3 clusters Score -368784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368785.531250 Penalty: 3945.542725
	Iteration 27Q: 3 clusters Score -368785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -368788.093750 Penalty: 3945.542725
	Iteration 28Q: 3 clusters Score -368788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -368790.812500 Penalty: 3945.542725
	Iteration 29Q: 3 clusters Score -368790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -368792.125000 Penalty: 3945.542725
	Iteration 30Q: 3 clusters Score -368792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368796.000000 Penalty: 3945.542725
	Iteration 31Q: 3 clusters Score -368796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -368798.187500 Penalty: 3945.542725
	Iteration 32Q: 3 clusters Score -368798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -368798.625000 Penalty: 3945.542725
	Iteration 33Q: 3 clusters Score -368798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -368798.625000 Penalty: 3945.542725
	Iteration 34F: 3 clusters Score -368798.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Entering Unmasked Estep 
Score: -6369545.500000 Penalty: 2629.584717
	Iteration 0F: 2 clusters Score -6369546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -6342337.000000 Penalty: 5259.169434
	Iteration 0F: 3 clusters Score -6342337 nChanged 18323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -6352536.500000 Penalty: 5259.169434
	Iteration 1F: 3 clusters Score -6352536 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -6353111.000000 Penalty: 5259.169434
	Iteration 2Q: 3 clusters Score -6353111 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -6353599.500000 Penalty: 5259.169434
	Iteration 3Q: 3 clusters Score -6353600 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -6354217.500000 Penalty: 5259.169434
	Iteration 4Q: 3 clusters Score -6354218 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -6354965.000000 Penalty: 5259.169434
	Iteration 5Q: 3 clusters Score -6354965 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -6355952.000000 Penalty: 5259.169434
	Iteration 6Q: 3 clusters Score -6355952 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -6357242.000000 Penalty: 5259.169434
	Iteration 7F: 3 clusters Score -6357242 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -6358858.500000 Penalty: 5259.169434
	Iteration 8F: 3 clusters Score -6358858 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -6360658.000000 Penalty: 5259.169434
	Iteration 9F: 3 clusters Score -6360658 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6362354.000000 Penalty: 5259.169434
	Iteration 10F: 3 clusters Score -6362354 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -6363788.000000 Penalty: 5259.169434
	Iteration 11Q: 3 clusters Score -6363788 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -6364903.500000 Penalty: 5259.169434
	Iteration 12Q: 3 clusters Score -6364904 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -6365661.500000 Penalty: 5259.169434
	Iteration 13Q: 3 clusters Score -6365662 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -6366235.500000 Penalty: 5259.169434
	Iteration 14Q: 3 clusters Score -6366236 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6366586.500000 Penalty: 5259.169434
	Iteration 15Q: 3 clusters Score -6366586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -6366793.500000 Penalty: 5259.169434
	Iteration 16Q: 3 clusters Score -6366794 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -6366965.000000 Penalty: 5259.169434
	Iteration 17Q: 3 clusters Score -6366965 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -6367068.500000 Penalty: 5259.169434
	Iteration 18Q: 3 clusters Score -6367068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -6367130.000000 Penalty: 5259.169434
	Iteration 19Q: 3 clusters Score -6367130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -6367187.500000 Penalty: 5259.169434
	Iteration 20F: 3 clusters Score -6367188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -6367228.000000 Penalty: 5259.169434
	Iteration 21Q: 3 clusters Score -6367228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -6367251.000000 Penalty: 5259.169434
	Iteration 22Q: 3 clusters Score -6367251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -6367266.500000 Penalty: 5259.169434
	Iteration 23Q: 3 clusters Score -6367266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -6367280.500000 Penalty: 5259.169434
	Iteration 24Q: 3 clusters Score -6367280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6367287.500000 Penalty: 5259.169434
	Iteration 25Q: 3 clusters Score -6367288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6367299.000000 Penalty: 5259.169434
	Iteration 26Q: 3 clusters Score -6367299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -6367310.000000 Penalty: 5259.169434
	Iteration 27Q: 3 clusters Score -6367310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -6367321.000000 Penalty: 5259.169434
	Iteration 28Q: 3 clusters Score -6367321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -6367317.000000 Penalty: 5259.169434
	Iteration 29Q: 3 clusters Score -6367317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -6367319.500000 Penalty: 5259.169434
	Iteration 30Q: 3 clusters Score -6367320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -6367319.500000 Penalty: 5259.169434
	Iteration 31F: 3 clusters Score -6367320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Entering Unmasked Estep 
Score: -2766360.250000 Penalty: 2427.818604
	Iteration 0F: 2 clusters Score -2766360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2753685.250000 Penalty: 4855.637207
	Iteration 0F: 3 clusters Score -2753685 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2757882.500000 Penalty: 4855.637207
	Iteration 1F: 3 clusters Score -2757882 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2758373.750000 Penalty: 4855.637207
	Iteration 2F: 3 clusters Score -2758374 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2758847.250000 Penalty: 4855.637207
	Iteration 3F: 3 clusters Score -2758847 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2759431.000000 Penalty: 4855.637207
	Iteration 4F: 3 clusters Score -2759431 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2760088.000000 Penalty: 4855.637207
	Iteration 5F: 3 clusters Score -2760088 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2760784.250000 Penalty: 4855.637207
	Iteration 6F: 3 clusters Score -2760784 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2761469.750000 Penalty: 4855.637207
	Iteration 7F: 3 clusters Score -2761470 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2762026.250000 Penalty: 4855.637207
	Iteration 8F: 3 clusters Score -2762026 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2762427.500000 Penalty: 4855.637207
	Iteration 9Q: 3 clusters Score -2762428 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2762700.750000 Penalty: 4855.637207
	Iteration 10Q: 3 clusters Score -2762701 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2762881.000000 Penalty: 4855.637207
	Iteration 11Q: 3 clusters Score -2762881 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2763025.000000 Penalty: 4855.637207
	Iteration 12Q: 3 clusters Score -2763025 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2763149.750000 Penalty: 4855.637207
	Iteration 13Q: 3 clusters Score -2763150 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2763281.750000 Penalty: 4855.637207
	Iteration 14Q: 3 clusters Score -2763282 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2763429.500000 Penalty: 4855.637207
	Iteration 15Q: 3 clusters Score -2763430 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2763574.000000 Penalty: 4855.637207
	Iteration 16Q: 3 clusters Score -2763574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2763721.500000 Penalty: 4855.637207
	Iteration 17Q: 3 clusters Score -2763722 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2763880.750000 Penalty: 4855.637207
	Iteration 18Q: 3 clusters Score -2763881 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2764038.750000 Penalty: 4855.637207
	Iteration 19Q: 3 clusters Score -2764039 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2764210.000000 Penalty: 4855.637207
	Iteration 20F: 3 clusters Score -2764210 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2764367.000000 Penalty: 4855.637207
	Iteration 21Q: 3 clusters Score -2764367 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2764540.250000 Penalty: 4855.637207
	Iteration 22Q: 3 clusters Score -2764540 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2764683.250000 Penalty: 4855.637207
	Iteration 23Q: 3 clusters Score -2764683 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2764775.750000 Penalty: 4855.637207
	Iteration 24Q: 3 clusters Score -2764776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2764865.500000 Penalty: 4855.637207
	Iteration 25Q: 3 clusters Score -2764866 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2764932.500000 Penalty: 4855.637207
	Iteration 26Q: 3 clusters Score -2764932 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2765018.250000 Penalty: 4855.637207
	Iteration 27Q: 3 clusters Score -2765018 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2765118.250000 Penalty: 4855.637207
	Iteration 28Q: 3 clusters Score -2765118 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2765175.250000 Penalty: 4855.637207
	Iteration 29Q: 3 clusters Score -2765175 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2765240.250000 Penalty: 4855.637207
	Iteration 30Q: 3 clusters Score -2765240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2765308.250000 Penalty: 4855.637207
	Iteration 31Q: 3 clusters Score -2765308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2765340.750000 Penalty: 4855.637207
	Iteration 32Q: 3 clusters Score -2765341 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2765363.250000 Penalty: 4855.637207
	Iteration 33Q: 3 clusters Score -2765363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2765372.750000 Penalty: 4855.637207
	Iteration 34Q: 3 clusters Score -2765373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2765391.000000 Penalty: 4855.637207
	Iteration 35Q: 3 clusters Score -2765391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2765408.000000 Penalty: 4855.637207
	Iteration 36Q: 3 clusters Score -2765408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2765417.250000 Penalty: 4855.637207
	Iteration 37Q: 3 clusters Score -2765417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2765425.250000 Penalty: 4855.637207
	Iteration 38Q: 3 clusters Score -2765425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2765433.750000 Penalty: 4855.637207
	Iteration 39Q: 3 clusters Score -2765434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2765438.250000 Penalty: 4855.637207
	Iteration 40F: 3 clusters Score -2765438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2765439.250000 Penalty: 4855.637207
	Iteration 41Q: 3 clusters Score -2765439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2765442.000000 Penalty: 4855.637207
	Iteration 42Q: 3 clusters Score -2765442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2765449.750000 Penalty: 4855.637207
	Iteration 43Q: 3 clusters Score -2765450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2765446.500000 Penalty: 4855.637207
	Iteration 44Q: 3 clusters Score -2765446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2765452.250000 Penalty: 4855.637207
	Iteration 45Q: 3 clusters Score -2765452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2765449.750000 Penalty: 4855.637207
	Iteration 46Q: 3 clusters Score -2765450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2765452.500000 Penalty: 4855.637207
	Iteration 47Q: 3 clusters Score -2765452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2765461.750000 Penalty: 4855.637207
	Iteration 48Q: 3 clusters Score -2765462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2765465.750000 Penalty: 4855.637207
	Iteration 49Q: 3 clusters Score -2765466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2765469.250000 Penalty: 4855.637207
	Iteration 50Q: 3 clusters Score -2765469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2765481.500000 Penalty: 4855.637207
	Iteration 51Q: 3 clusters Score -2765482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2765503.750000 Penalty: 4855.637207
	Iteration 52Q: 3 clusters Score -2765504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2765521.500000 Penalty: 4855.637207
	Iteration 53Q: 3 clusters Score -2765522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2765532.750000 Penalty: 4855.637207
	Iteration 54Q: 3 clusters Score -2765533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2765548.750000 Penalty: 4855.637207
	Iteration 55Q: 3 clusters Score -2765549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2765566.000000 Penalty: 4855.637207
	Iteration 56Q: 3 clusters Score -2765566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2765580.750000 Penalty: 4855.637207
	Iteration 57Q: 3 clusters Score -2765581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2765604.000000 Penalty: 4855.637207
	Iteration 58Q: 3 clusters Score -2765604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2765611.000000 Penalty: 4855.637207
	Iteration 59Q: 3 clusters Score -2765611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2765616.000000 Penalty: 4855.637207
	Iteration 60F: 3 clusters Score -2765616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2765624.500000 Penalty: 4855.637207
	Iteration 61Q: 3 clusters Score -2765624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2765625.500000 Penalty: 4855.637207
	Iteration 62Q: 3 clusters Score -2765626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2765630.000000 Penalty: 4855.637207
	Iteration 63Q: 3 clusters Score -2765630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2765630.500000 Penalty: 4855.637207
	Iteration 64Q: 3 clusters Score -2765630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2765631.750000 Penalty: 4855.637207
	Iteration 65Q: 3 clusters Score -2765632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2765635.000000 Penalty: 4855.637207
	Iteration 66Q: 3 clusters Score -2765635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2765633.750000 Penalty: 4855.637207
	Iteration 67Q: 3 clusters Score -2765634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2765630.500000 Penalty: 4855.637207
	Iteration 68Q: 3 clusters Score -2765630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2765630.750000 Penalty: 4855.637207
	Iteration 69Q: 3 clusters Score -2765631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2765632.000000 Penalty: 4855.637207
	Iteration 70Q: 3 clusters Score -2765632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2765626.750000 Penalty: 4855.637207
	Iteration 71Q: 3 clusters Score -2765627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2765625.250000 Penalty: 4855.637207
	Iteration 72Q: 3 clusters Score -2765625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2765628.000000 Penalty: 4855.637207
	Iteration 73Q: 3 clusters Score -2765628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2765630.750000 Penalty: 4855.637207
	Iteration 74Q: 3 clusters Score -2765631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2765630.750000 Penalty: 4855.637207
	Iteration 75F: 3 clusters Score -2765631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104791 members 
Entering Unmasked Estep 
Score: -16725292.000000 Penalty: 2866.811279
	Iteration 0F: 2 clusters Score -1.672529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -16664373.000000 Penalty: 5733.622559
	Iteration 0F: 3 clusters Score -1.666437e+07 nChanged 49657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -16693477.000000 Penalty: 5733.622559
	Iteration 1F: 3 clusters Score -1.669348e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -16695424.000000 Penalty: 5733.622559
	Iteration 2Q: 3 clusters Score -1.669542e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 63191 members 
Entering Unmasked Estep 
Score: -16698521.000000 Penalty: 5733.622559
	Iteration 3F: 3 clusters Score -1.669852e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -16703316.000000 Penalty: 5733.622559
	Iteration 4F: 3 clusters Score -1.670332e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -16708878.000000 Penalty: 5733.622559
	Iteration 5F: 3 clusters Score -1.670888e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -16713557.000000 Penalty: 5733.622559
	Iteration 6F: 3 clusters Score -1.671356e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -16715890.000000 Penalty: 5733.622559
	Iteration 7F: 3 clusters Score -1.671589e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -16717179.000000 Penalty: 5733.622559
	Iteration 8Q: 3 clusters Score -1.671718e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -16718251.000000 Penalty: 5733.622559
	Iteration 9Q: 3 clusters Score -1.671825e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -16719332.000000 Penalty: 5733.622559
	Iteration 10Q: 3 clusters Score -1.671933e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -16720212.000000 Penalty: 5733.622559
	Iteration 11Q: 3 clusters Score -1.672021e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -16721073.000000 Penalty: 5733.622559
	Iteration 12Q: 3 clusters Score -1.672107e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 101275 members 
Entering Unmasked Estep 
Score: -16721596.000000 Penalty: 5733.622559
	Iteration 13Q: 3 clusters Score -1.67216e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -16722101.000000 Penalty: 5733.622559
	Iteration 14Q: 3 clusters Score -1.67221e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -16722362.000000 Penalty: 5733.622559
	Iteration 15Q: 3 clusters Score -1.672236e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -16722505.000000 Penalty: 5733.622559
	Iteration 16Q: 3 clusters Score -1.67225e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -16722595.000000 Penalty: 5733.622559
	Iteration 17Q: 3 clusters Score -1.67226e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -16722683.000000 Penalty: 5733.622559
	Iteration 18Q: 3 clusters Score -1.672268e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16722781.000000 Penalty: 5733.622559
	Iteration 19Q: 3 clusters Score -1.672278e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -16722814.000000 Penalty: 5733.622559
	Iteration 20F: 3 clusters Score -1.672281e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 104058 members 
Entering Unmasked Estep 
Score: -16722837.000000 Penalty: 5733.622559
	Iteration 21Q: 3 clusters Score -1.672284e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -16722868.000000 Penalty: 5733.622559
	Iteration 22Q: 3 clusters Score -1.672287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -16722892.000000 Penalty: 5733.622559
	Iteration 23Q: 3 clusters Score -1.672289e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -16722912.000000 Penalty: 5733.622559
	Iteration 24Q: 3 clusters Score -1.672291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -16722926.000000 Penalty: 5733.622559
	Iteration 25Q: 3 clusters Score -1.672293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -16722920.000000 Penalty: 5733.622559
	Iteration 26Q: 3 clusters Score -1.672292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -16722919.000000 Penalty: 5733.622559
	Iteration 27Q: 3 clusters Score -1.672292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -16722930.000000 Penalty: 5733.622559
	Iteration 28Q: 3 clusters Score -1.672293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 104170 members 
Entering Unmasked Estep 
Score: -16722921.000000 Penalty: 5733.622559
	Iteration 29Q: 3 clusters Score -1.672292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -16722922.000000 Penalty: 5733.622559
	Iteration 30Q: 3 clusters Score -1.672292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -16722925.000000 Penalty: 5733.622559
	Iteration 31Q: 3 clusters Score -1.672292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -16722915.000000 Penalty: 5733.622559
	Iteration 32Q: 3 clusters Score -1.672292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -16722928.000000 Penalty: 5733.622559
	Iteration 33Q: 3 clusters Score -1.672293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -16722913.000000 Penalty: 5733.622559
	Iteration 34Q: 3 clusters Score -1.672291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -16722919.000000 Penalty: 5733.622559
	Iteration 35Q: 3 clusters Score -1.672292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -16722929.000000 Penalty: 5733.622559
	Iteration 36Q: 3 clusters Score -1.672293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -16722950.000000 Penalty: 5733.622559
	Iteration 37Q: 3 clusters Score -1.672295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -16722950.000000 Penalty: 5733.622559
	Iteration 38Q: 3 clusters Score -1.672295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -16722940.000000 Penalty: 5733.622559
	Iteration 39Q: 3 clusters Score -1.672294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -16722945.000000 Penalty: 5733.622559
	Iteration 40F: 3 clusters Score -1.672294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -16722943.000000 Penalty: 5733.622559
	Iteration 41Q: 3 clusters Score -1.672294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -16722951.000000 Penalty: 5733.622559
	Iteration 42Q: 3 clusters Score -1.672295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -16722951.000000 Penalty: 5733.622559
	Iteration 43F: 3 clusters Score -1.672295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Entering Unmasked Estep 
Score: -1151939.375000 Penalty: 2210.360107
	Iteration 0F: 2 clusters Score -1151939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1145867.750000 Penalty: 4420.720215
	Iteration 0F: 3 clusters Score -1145868 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1147540.625000 Penalty: 4420.720215
	Iteration 1F: 3 clusters Score -1147541 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1147832.500000 Penalty: 4420.720215
	Iteration 2F: 3 clusters Score -1147832 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1148011.875000 Penalty: 4420.720215
	Iteration 3F: 3 clusters Score -1148012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1148134.125000 Penalty: 4420.720215
	Iteration 4Q: 3 clusters Score -1148134 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1148238.625000 Penalty: 4420.720215
	Iteration 5Q: 3 clusters Score -1148239 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1148317.875000 Penalty: 4420.720215
	Iteration 6Q: 3 clusters Score -1148318 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1148395.125000 Penalty: 4420.720215
	Iteration 7Q: 3 clusters Score -1148395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1148471.000000 Penalty: 4420.720215
	Iteration 8Q: 3 clusters Score -1148471 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1148532.125000 Penalty: 4420.720215
	Iteration 9Q: 3 clusters Score -1148532 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1148594.000000 Penalty: 4420.720215
	Iteration 10Q: 3 clusters Score -1148594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1148673.500000 Penalty: 4420.720215
	Iteration 11Q: 3 clusters Score -1148674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1148774.875000 Penalty: 4420.720215
	Iteration 12Q: 3 clusters Score -1148775 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1148877.625000 Penalty: 4420.720215
	Iteration 13Q: 3 clusters Score -1148878 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1148985.250000 Penalty: 4420.720215
	Iteration 14Q: 3 clusters Score -1148985 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1149105.000000 Penalty: 4420.720215
	Iteration 15Q: 3 clusters Score -1149105 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1149220.750000 Penalty: 4420.720215
	Iteration 16Q: 3 clusters Score -1149221 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1149333.625000 Penalty: 4420.720215
	Iteration 17Q: 3 clusters Score -1149334 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1149452.250000 Penalty: 4420.720215
	Iteration 18Q: 3 clusters Score -1149452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1149545.875000 Penalty: 4420.720215
	Iteration 19Q: 3 clusters Score -1149546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1149626.375000 Penalty: 4420.720215
	Iteration 20F: 3 clusters Score -1149626 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1149694.500000 Penalty: 4420.720215
	Iteration 21Q: 3 clusters Score -1149694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1149742.500000 Penalty: 4420.720215
	Iteration 22Q: 3 clusters Score -1149742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1149779.750000 Penalty: 4420.720215
	Iteration 23Q: 3 clusters Score -1149780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1149809.625000 Penalty: 4420.720215
	Iteration 24Q: 3 clusters Score -1149810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1149831.750000 Penalty: 4420.720215
	Iteration 25Q: 3 clusters Score -1149832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1149847.500000 Penalty: 4420.720215
	Iteration 26Q: 3 clusters Score -1149848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1149863.625000 Penalty: 4420.720215
	Iteration 27Q: 3 clusters Score -1149864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1149877.375000 Penalty: 4420.720215
	Iteration 28Q: 3 clusters Score -1149877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1149895.250000 Penalty: 4420.720215
	Iteration 29Q: 3 clusters Score -1149895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1149905.375000 Penalty: 4420.720215
	Iteration 30Q: 3 clusters Score -1149905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1149922.250000 Penalty: 4420.720215
	Iteration 31Q: 3 clusters Score -1149922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1149931.750000 Penalty: 4420.720215
	Iteration 32Q: 3 clusters Score -1149932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1149934.500000 Penalty: 4420.720215
	Iteration 33Q: 3 clusters Score -1149934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1149945.000000 Penalty: 4420.720215
	Iteration 34Q: 3 clusters Score -1149945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1149948.875000 Penalty: 4420.720215
	Iteration 35Q: 3 clusters Score -1149949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1149953.500000 Penalty: 4420.720215
	Iteration 36Q: 3 clusters Score -1149954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1149953.875000 Penalty: 4420.720215
	Iteration 37Q: 3 clusters Score -1149954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1149957.375000 Penalty: 4420.720215
	Iteration 38Q: 3 clusters Score -1149957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1149959.875000 Penalty: 4420.720215
	Iteration 39Q: 3 clusters Score -1149960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1149966.000000 Penalty: 4420.720215
	Iteration 40F: 3 clusters Score -1149966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1149965.125000 Penalty: 4420.720215
	Iteration 41Q: 3 clusters Score -1149965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1149971.875000 Penalty: 4420.720215
	Iteration 42Q: 3 clusters Score -1149972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1149973.625000 Penalty: 4420.720215
	Iteration 43Q: 3 clusters Score -1149974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1149975.000000 Penalty: 4420.720215
	Iteration 44Q: 3 clusters Score -1149975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1149980.375000 Penalty: 4420.720215
	Iteration 45Q: 3 clusters Score -1149980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1149978.875000 Penalty: 4420.720215
	Iteration 46Q: 3 clusters Score -1149979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1149981.000000 Penalty: 4420.720215
	Iteration 47Q: 3 clusters Score -1149981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1149979.625000 Penalty: 4420.720215
	Iteration 48Q: 3 clusters Score -1149980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1149979.625000 Penalty: 4420.720215
	Iteration 49F: 3 clusters Score -1149980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Entering Unmasked Estep 
Score: -1786066.375000 Penalty: 2319.406982
	Iteration 0F: 2 clusters Score -1786066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1777459.500000 Penalty: 4638.813965
	Iteration 0F: 3 clusters Score -1777460 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1780061.750000 Penalty: 4638.813965
	Iteration 1F: 3 clusters Score -1780062 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1780654.000000 Penalty: 4638.813965
	Iteration 2F: 3 clusters Score -1780654 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1781361.875000 Penalty: 4638.813965
	Iteration 3F: 3 clusters Score -1781362 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1782144.000000 Penalty: 4638.813965
	Iteration 4F: 3 clusters Score -1782144 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1783002.875000 Penalty: 4638.813965
	Iteration 5F: 3 clusters Score -1783003 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1783736.875000 Penalty: 4638.813965
	Iteration 6F: 3 clusters Score -1783737 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1784236.375000 Penalty: 4638.813965
	Iteration 7F: 3 clusters Score -1784236 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1784518.250000 Penalty: 4638.813965
	Iteration 8Q: 3 clusters Score -1784518 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1784649.125000 Penalty: 4638.813965
	Iteration 9Q: 3 clusters Score -1784649 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1784738.500000 Penalty: 4638.813965
	Iteration 10Q: 3 clusters Score -1784738 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1784796.625000 Penalty: 4638.813965
	Iteration 11Q: 3 clusters Score -1784797 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1784828.500000 Penalty: 4638.813965
	Iteration 12Q: 3 clusters Score -1784828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1784863.875000 Penalty: 4638.813965
	Iteration 13Q: 3 clusters Score -1784864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1784884.500000 Penalty: 4638.813965
	Iteration 14Q: 3 clusters Score -1784884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1784910.750000 Penalty: 4638.813965
	Iteration 15Q: 3 clusters Score -1784911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1784921.750000 Penalty: 4638.813965
	Iteration 16Q: 3 clusters Score -1784922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1784930.375000 Penalty: 4638.813965
	Iteration 17Q: 3 clusters Score -1784930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1784946.000000 Penalty: 4638.813965
	Iteration 18Q: 3 clusters Score -1784946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1784954.000000 Penalty: 4638.813965
	Iteration 19Q: 3 clusters Score -1784954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1784964.750000 Penalty: 4638.813965
	Iteration 20F: 3 clusters Score -1784965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1784976.750000 Penalty: 4638.813965
	Iteration 21Q: 3 clusters Score -1784977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1784983.625000 Penalty: 4638.813965
	Iteration 22Q: 3 clusters Score -1784984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1784991.500000 Penalty: 4638.813965
	Iteration 23Q: 3 clusters Score -1784992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1785002.125000 Penalty: 4638.813965
	Iteration 24Q: 3 clusters Score -1785002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1785012.875000 Penalty: 4638.813965
	Iteration 25Q: 3 clusters Score -1785013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1785028.625000 Penalty: 4638.813965
	Iteration 26Q: 3 clusters Score -1785029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1785040.125000 Penalty: 4638.813965
	Iteration 27Q: 3 clusters Score -1785040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1785048.625000 Penalty: 4638.813965
	Iteration 28Q: 3 clusters Score -1785049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1785053.375000 Penalty: 4638.813965
	Iteration 29Q: 3 clusters Score -1785053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1785057.500000 Penalty: 4638.813965
	Iteration 30Q: 3 clusters Score -1785058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1785059.750000 Penalty: 4638.813965
	Iteration 31Q: 3 clusters Score -1785060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1785066.000000 Penalty: 4638.813965
	Iteration 32Q: 3 clusters Score -1785066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1785070.250000 Penalty: 4638.813965
	Iteration 33Q: 3 clusters Score -1785070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1785077.000000 Penalty: 4638.813965
	Iteration 34Q: 3 clusters Score -1785077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1785081.750000 Penalty: 4638.813965
	Iteration 35Q: 3 clusters Score -1785082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1785086.375000 Penalty: 4638.813965
	Iteration 36Q: 3 clusters Score -1785086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1785097.500000 Penalty: 4638.813965
	Iteration 37Q: 3 clusters Score -1785098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1785105.500000 Penalty: 4638.813965
	Iteration 38Q: 3 clusters Score -1785106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1785107.625000 Penalty: 4638.813965
	Iteration 39Q: 3 clusters Score -1785108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1785108.000000 Penalty: 4638.813965
	Iteration 40F: 3 clusters Score -1785108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1785109.500000 Penalty: 4638.813965
	Iteration 41Q: 3 clusters Score -1785110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1785111.250000 Penalty: 4638.813965
	Iteration 42Q: 3 clusters Score -1785111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1785114.250000 Penalty: 4638.813965
	Iteration 43Q: 3 clusters Score -1785114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1785114.750000 Penalty: 4638.813965
	Iteration 44Q: 3 clusters Score -1785115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1785115.250000 Penalty: 4638.813965
	Iteration 45Q: 3 clusters Score -1785115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1785122.125000 Penalty: 4638.813965
	Iteration 46Q: 3 clusters Score -1785122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1785125.500000 Penalty: 4638.813965
	Iteration 47Q: 3 clusters Score -1785126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1785126.250000 Penalty: 4638.813965
	Iteration 48Q: 3 clusters Score -1785126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1785124.875000 Penalty: 4638.813965
	Iteration 49Q: 3 clusters Score -1785125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1785126.750000 Penalty: 4638.813965
	Iteration 50Q: 3 clusters Score -1785127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1785128.750000 Penalty: 4638.813965
	Iteration 51Q: 3 clusters Score -1785129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1785129.000000 Penalty: 4638.813965
	Iteration 52Q: 3 clusters Score -1785129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1785130.250000 Penalty: 4638.813965
	Iteration 53Q: 3 clusters Score -1785130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1785129.500000 Penalty: 4638.813965
	Iteration 54Q: 3 clusters Score -1785130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1785134.625000 Penalty: 4638.813965
	Iteration 55Q: 3 clusters Score -1785135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1785134.375000 Penalty: 4638.813965
	Iteration 56Q: 3 clusters Score -1785134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1785134.875000 Penalty: 4638.813965
	Iteration 57Q: 3 clusters Score -1785135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1785137.625000 Penalty: 4638.813965
	Iteration 58Q: 3 clusters Score -1785138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1785138.750000 Penalty: 4638.813965
	Iteration 59Q: 3 clusters Score -1785139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1785141.000000 Penalty: 4638.813965
	Iteration 60F: 3 clusters Score -1785141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1785142.750000 Penalty: 4638.813965
	Iteration 61Q: 3 clusters Score -1785143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1785141.500000 Penalty: 4638.813965
	Iteration 62Q: 3 clusters Score -1785142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1785144.250000 Penalty: 4638.813965
	Iteration 63Q: 3 clusters Score -1785144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1785144.375000 Penalty: 4638.813965
	Iteration 64Q: 3 clusters Score -1785144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1785150.500000 Penalty: 4638.813965
	Iteration 65Q: 3 clusters Score -1785150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1785153.125000 Penalty: 4638.813965
	Iteration 66Q: 3 clusters Score -1785153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1785152.500000 Penalty: 4638.813965
	Iteration 67Q: 3 clusters Score -1785152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1785153.125000 Penalty: 4638.813965
	Iteration 68Q: 3 clusters Score -1785153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1785153.250000 Penalty: 4638.813965
	Iteration 69Q: 3 clusters Score -1785153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1785154.750000 Penalty: 4638.813965
	Iteration 70Q: 3 clusters Score -1785155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1785156.750000 Penalty: 4638.813965
	Iteration 71Q: 3 clusters Score -1785157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1785158.500000 Penalty: 4638.813965
	Iteration 72Q: 3 clusters Score -1785158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1785157.875000 Penalty: 4638.813965
	Iteration 73Q: 3 clusters Score -1785158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1785157.750000 Penalty: 4638.813965
	Iteration 74Q: 3 clusters Score -1785158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1785158.375000 Penalty: 4638.813965
	Iteration 75Q: 3 clusters Score -1785158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1785158.375000 Penalty: 4638.813965
	Iteration 76F: 3 clusters Score -1785158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -460200.750000 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -460200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -456965.593750 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -456965.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -457651.781250 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -457651.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -457836.687500 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -457836.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -457952.375000 Penalty: 3958.091553
	Iteration 3F: 3 clusters Score -457952.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458031.312500 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -458031.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -458083.406250 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -458083.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -458121.531250 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -458121.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458167.843750 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -458167.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -458202.031250 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -458202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -458232.625000 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -458232.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -458267.750000 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -458267.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -458306.500000 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -458306.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -458341.031250 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -458341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -458367.468750 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -458367.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -458386.343750 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -458386.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -458405.125000 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -458405.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -458426.812500 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -458426.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -458453.187500 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -458453.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -458475.781250 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -458475.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -458488.250000 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -458488.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -458501.531250 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -458501.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -458510.156250 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -458510.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -458515.187500 Penalty: 3958.091553
	Iteration 22Q: 3 clusters Score -458515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -458519.687500 Penalty: 3958.091553
	Iteration 23Q: 3 clusters Score -458519.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -458525.781250 Penalty: 3958.091553
	Iteration 24Q: 3 clusters Score -458525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -458531.156250 Penalty: 3958.091553
	Iteration 25Q: 3 clusters Score -458531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -458535.281250 Penalty: 3958.091553
	Iteration 26Q: 3 clusters Score -458535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -458535.500000 Penalty: 3958.091553
	Iteration 27Q: 3 clusters Score -458535.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -458535.500000 Penalty: 3958.091553
	Iteration 28F: 3 clusters Score -458535.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -706953.125000 Penalty: 2089.691162
	Iteration 0F: 2 clusters Score -706953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -702699.437500 Penalty: 4179.382324
	Iteration 0F: 3 clusters Score -702699.4 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -703725.187500 Penalty: 4179.382324
	Iteration 1F: 3 clusters Score -703725.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -703948.687500 Penalty: 4179.382324
	Iteration 2F: 3 clusters Score -703948.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -704082.750000 Penalty: 4179.382324
	Iteration 3Q: 3 clusters Score -704082.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -704205.875000 Penalty: 4179.382324
	Iteration 4Q: 3 clusters Score -704205.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -704320.875000 Penalty: 4179.382324
	Iteration 5Q: 3 clusters Score -704320.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -704457.062500 Penalty: 4179.382324
	Iteration 6Q: 3 clusters Score -704457.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -704597.562500 Penalty: 4179.382324
	Iteration 7Q: 3 clusters Score -704597.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -704749.187500 Penalty: 4179.382324
	Iteration 8Q: 3 clusters Score -704749.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -704955.187500 Penalty: 4179.382324
	Iteration 9Q: 3 clusters Score -704955.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -705240.812500 Penalty: 4179.382324
	Iteration 10Q: 3 clusters Score -705240.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -705624.125000 Penalty: 4179.382324
	Iteration 11F: 3 clusters Score -705624.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -706070.750000 Penalty: 4179.382324
	Iteration 12F: 3 clusters Score -706070.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -706671.062500 Penalty: 4179.382324
	Iteration 13Q: 3 clusters Score -706671.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -706919.250000 Penalty: 4179.382324
	Iteration 14Q: 3 clusters Score -706919.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -706973.312500 Penalty: 4179.382324
	Iteration 15Q: 3 clusters Score -706973.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -706997.375000 Penalty: 4179.382324
	Iteration 16Q: 3 clusters Score -706997.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -707013.062500 Penalty: 4179.382324
	Iteration 17Q: 3 clusters Score -707013.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -707025.750000 Penalty: 4179.382324
	Iteration 18Q: 3 clusters Score -707025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -707031.062500 Penalty: 4179.382324
	Iteration 19Q: 3 clusters Score -707031.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -707034.750000 Penalty: 4179.382324
	Iteration 20F: 3 clusters Score -707034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -707039.375000 Penalty: 4179.382324
	Iteration 21Q: 3 clusters Score -707039.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -707041.000000 Penalty: 4179.382324
	Iteration 22Q: 3 clusters Score -707041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -707045.062500 Penalty: 4179.382324
	Iteration 23Q: 3 clusters Score -707045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -707044.125000 Penalty: 4179.382324
	Iteration 24Q: 3 clusters Score -707044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -707046.250000 Penalty: 4179.382324
	Iteration 25Q: 3 clusters Score -707046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -707047.375000 Penalty: 4179.382324
	Iteration 26Q: 3 clusters Score -707047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -707048.187500 Penalty: 4179.382324
	Iteration 27Q: 3 clusters Score -707048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -707049.937500 Penalty: 4179.382324
	Iteration 28Q: 3 clusters Score -707049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -707049.500000 Penalty: 4179.382324
	Iteration 29Q: 3 clusters Score -707049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -707051.062500 Penalty: 4179.382324
	Iteration 30Q: 3 clusters Score -707051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -707052.562500 Penalty: 4179.382324
	Iteration 31Q: 3 clusters Score -707052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -707052.500000 Penalty: 4179.382324
	Iteration 32Q: 3 clusters Score -707052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -707052.375000 Penalty: 4179.382324
	Iteration 33Q: 3 clusters Score -707052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -707054.875000 Penalty: 4179.382324
	Iteration 34Q: 3 clusters Score -707054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -707054.437500 Penalty: 4179.382324
	Iteration 35Q: 3 clusters Score -707054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -707054.687500 Penalty: 4179.382324
	Iteration 36Q: 3 clusters Score -707054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -707054.750000 Penalty: 4179.382324
	Iteration 37Q: 3 clusters Score -707054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -707054.750000 Penalty: 4179.382324
	Iteration 38F: 3 clusters Score -707054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104791 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 1604 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23862 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42173 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18747 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45556 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3274 members 
Mstep: Class 64 contains 55572 members 
Mstep: Class 65 contains 2554 members 
Mstep: Class 66 contains 2961 members 
Entering Unmasked Estep 
Score: -151881424.000000 Penalty: 226118.828125
Splitting cluster 14 changes total score from -151882784.000000 to -151881424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -717881.312500 Penalty: 2103.479736
	Iteration 0F: 2 clusters Score -717881.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -713482.500000 Penalty: 4206.959473
	Iteration 0F: 3 clusters Score -713482.5 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -714624.812500 Penalty: 4206.959473
	Iteration 1F: 3 clusters Score -714624.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -714990.500000 Penalty: 4206.959473
	Iteration 2F: 3 clusters Score -714990.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -715238.000000 Penalty: 4206.959473
	Iteration 3F: 3 clusters Score -715238 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -715418.875000 Penalty: 4206.959473
	Iteration 4F: 3 clusters Score -715418.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -715558.625000 Penalty: 4206.959473
	Iteration 5Q: 3 clusters Score -715558.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -715676.250000 Penalty: 4206.959473
	Iteration 6Q: 3 clusters Score -715676.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -715783.687500 Penalty: 4206.959473
	Iteration 7Q: 3 clusters Score -715783.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -715867.375000 Penalty: 4206.959473
	Iteration 8Q: 3 clusters Score -715867.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -715943.937500 Penalty: 4206.959473
	Iteration 9Q: 3 clusters Score -715943.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -716043.250000 Penalty: 4206.959473
	Iteration 10Q: 3 clusters Score -716043.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -716166.812500 Penalty: 4206.959473
	Iteration 11Q: 3 clusters Score -716166.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -716415.750000 Penalty: 4206.959473
	Iteration 12Q: 3 clusters Score -716415.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -716841.312500 Penalty: 4206.959473
	Iteration 13F: 3 clusters Score -716841.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -717425.437500 Penalty: 4206.959473
	Iteration 14F: 3 clusters Score -717425.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -717999.937500 Penalty: 4206.959473
	Iteration 15F: 3 clusters Score -717999.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -718275.437500 Penalty: 4206.959473
	Iteration 16Q: 3 clusters Score -718275.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -718362.750000 Penalty: 4206.959473
	Iteration 17Q: 3 clusters Score -718362.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -718393.250000 Penalty: 4206.959473
	Iteration 18Q: 3 clusters Score -718393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -718410.562500 Penalty: 4206.959473
	Iteration 19Q: 3 clusters Score -718410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -718414.500000 Penalty: 4206.959473
	Iteration 20F: 3 clusters Score -718414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -718421.250000 Penalty: 4206.959473
	Iteration 21Q: 3 clusters Score -718421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -718420.750000 Penalty: 4206.959473
	Iteration 22Q: 3 clusters Score -718420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -718422.500000 Penalty: 4206.959473
	Iteration 23Q: 3 clusters Score -718422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -718423.125000 Penalty: 4206.959473
	Iteration 24Q: 3 clusters Score -718423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -718423.125000 Penalty: 4206.959473
	Iteration 25F: 3 clusters Score -718423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104791 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23862 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42173 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18747 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45556 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3274 members 
Mstep: Class 64 contains 55572 members 
Mstep: Class 65 contains 2554 members 
Mstep: Class 66 contains 2841 members 
Entering Unmasked Estep 
Score: -151881856.000000 Penalty: 226118.828125
Splitting cluster 15 changes total score from -151882784.000000 to -151881856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -72659.289062 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -72659.29 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 260 members 
Entering Unmasked Estep 
Score: -71182.390625 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -71182.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71387.257812 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -71387.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71447.625000 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -71447.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71466.000000 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -71466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71485.460938 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -71485.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71495.890625 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -71495.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71508.835938 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -71508.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71526.296875 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -71526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71548.289062 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -71548.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71563.414062 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -71563.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71590.781250 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -71590.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71602.859375 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -71602.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71616.625000 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -71616.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71628.171875 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -71628.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71635.898438 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -71635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71643.820312 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -71643.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71656.632812 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -71656.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71674.875000 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -71674.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71679.046875 Penalty: 3098.068848
	Iteration 18Q: 3 clusters Score -71679.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71679.046875 Penalty: 3098.068848
	Iteration 19F: 3 clusters Score -71679.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Entering Unmasked Estep 
Score: -1952686.125000 Penalty: 2360.985107
	Iteration 0F: 2 clusters Score -1952686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1942690.750000 Penalty: 4721.970215
	Iteration 0F: 3 clusters Score -1942691 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1946243.500000 Penalty: 4721.970215
	Iteration 1F: 3 clusters Score -1946244 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1947246.875000 Penalty: 4721.970215
	Iteration 2F: 3 clusters Score -1947247 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1948264.500000 Penalty: 4721.970215
	Iteration 3F: 3 clusters Score -1948264 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1949165.500000 Penalty: 4721.970215
	Iteration 4F: 3 clusters Score -1949166 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1949877.500000 Penalty: 4721.970215
	Iteration 5F: 3 clusters Score -1949878 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1950422.000000 Penalty: 4721.970215
	Iteration 6F: 3 clusters Score -1950422 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1950858.500000 Penalty: 4721.970215
	Iteration 7F: 3 clusters Score -1950858 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1951135.250000 Penalty: 4721.970215
	Iteration 8Q: 3 clusters Score -1951135 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1951314.250000 Penalty: 4721.970215
	Iteration 9Q: 3 clusters Score -1951314 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1951446.625000 Penalty: 4721.970215
	Iteration 10Q: 3 clusters Score -1951447 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1951558.875000 Penalty: 4721.970215
	Iteration 11Q: 3 clusters Score -1951559 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1951653.000000 Penalty: 4721.970215
	Iteration 12Q: 3 clusters Score -1951653 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1951729.250000 Penalty: 4721.970215
	Iteration 13Q: 3 clusters Score -1951729 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1951797.125000 Penalty: 4721.970215
	Iteration 14Q: 3 clusters Score -1951797 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1951867.875000 Penalty: 4721.970215
	Iteration 15Q: 3 clusters Score -1951868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1951925.000000 Penalty: 4721.970215
	Iteration 16Q: 3 clusters Score -1951925 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1951981.000000 Penalty: 4721.970215
	Iteration 17Q: 3 clusters Score -1951981 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1952020.125000 Penalty: 4721.970215
	Iteration 18Q: 3 clusters Score -1952020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1952062.000000 Penalty: 4721.970215
	Iteration 19Q: 3 clusters Score -1952062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1952084.000000 Penalty: 4721.970215
	Iteration 20F: 3 clusters Score -1952084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1952113.750000 Penalty: 4721.970215
	Iteration 21Q: 3 clusters Score -1952114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1952138.375000 Penalty: 4721.970215
	Iteration 22Q: 3 clusters Score -1952138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1952154.250000 Penalty: 4721.970215
	Iteration 23Q: 3 clusters Score -1952154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1952167.500000 Penalty: 4721.970215
	Iteration 24Q: 3 clusters Score -1952168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1952189.750000 Penalty: 4721.970215
	Iteration 25Q: 3 clusters Score -1952190 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1952201.125000 Penalty: 4721.970215
	Iteration 26Q: 3 clusters Score -1952201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1952215.000000 Penalty: 4721.970215
	Iteration 27Q: 3 clusters Score -1952215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1952231.625000 Penalty: 4721.970215
	Iteration 28Q: 3 clusters Score -1952232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1952244.875000 Penalty: 4721.970215
	Iteration 29Q: 3 clusters Score -1952245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1952258.375000 Penalty: 4721.970215
	Iteration 30Q: 3 clusters Score -1952258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1952267.000000 Penalty: 4721.970215
	Iteration 31Q: 3 clusters Score -1952267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1952285.750000 Penalty: 4721.970215
	Iteration 32Q: 3 clusters Score -1952286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1952298.250000 Penalty: 4721.970215
	Iteration 33Q: 3 clusters Score -1952298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1952310.000000 Penalty: 4721.970215
	Iteration 34Q: 3 clusters Score -1952310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1952325.000000 Penalty: 4721.970215
	Iteration 35Q: 3 clusters Score -1952325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1952336.000000 Penalty: 4721.970215
	Iteration 36Q: 3 clusters Score -1952336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1952343.250000 Penalty: 4721.970215
	Iteration 37Q: 3 clusters Score -1952343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1952354.000000 Penalty: 4721.970215
	Iteration 38Q: 3 clusters Score -1952354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1952360.250000 Penalty: 4721.970215
	Iteration 39Q: 3 clusters Score -1952360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1952362.750000 Penalty: 4721.970215
	Iteration 40F: 3 clusters Score -1952363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1952369.625000 Penalty: 4721.970215
	Iteration 41Q: 3 clusters Score -1952370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1952371.750000 Penalty: 4721.970215
	Iteration 42Q: 3 clusters Score -1952372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1952372.375000 Penalty: 4721.970215
	Iteration 43Q: 3 clusters Score -1952372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1952377.500000 Penalty: 4721.970215
	Iteration 44Q: 3 clusters Score -1952378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1952380.125000 Penalty: 4721.970215
	Iteration 45Q: 3 clusters Score -1952380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1952380.625000 Penalty: 4721.970215
	Iteration 46Q: 3 clusters Score -1952381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1952379.750000 Penalty: 4721.970215
	Iteration 47Q: 3 clusters Score -1952380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1952388.000000 Penalty: 4721.970215
	Iteration 48Q: 3 clusters Score -1952388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1952389.750000 Penalty: 4721.970215
	Iteration 49Q: 3 clusters Score -1952390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1952389.500000 Penalty: 4721.970215
	Iteration 50Q: 3 clusters Score -1952390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1952384.625000 Penalty: 4721.970215
	Iteration 51Q: 3 clusters Score -1952385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1952383.875000 Penalty: 4721.970215
	Iteration 52Q: 3 clusters Score -1952384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1952387.875000 Penalty: 4721.970215
	Iteration 53Q: 3 clusters Score -1952388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1952387.875000 Penalty: 4721.970215
	Iteration 54Q: 3 clusters Score -1952388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1952387.875000 Penalty: 4721.970215
	Iteration 55F: 3 clusters Score -1952388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -744540.687500 Penalty: 2107.354736
	Iteration 0F: 2 clusters Score -744540.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -740117.687500 Penalty: 4214.709473
	Iteration 0F: 3 clusters Score -740117.7 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -741265.812500 Penalty: 4214.709473
	Iteration 1F: 3 clusters Score -741265.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -741515.812500 Penalty: 4214.709473
	Iteration 2F: 3 clusters Score -741515.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -741660.125000 Penalty: 4214.709473
	Iteration 3F: 3 clusters Score -741660.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -741746.500000 Penalty: 4214.709473
	Iteration 4Q: 3 clusters Score -741746.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -741812.250000 Penalty: 4214.709473
	Iteration 5Q: 3 clusters Score -741812.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -741880.875000 Penalty: 4214.709473
	Iteration 6Q: 3 clusters Score -741880.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -741942.750000 Penalty: 4214.709473
	Iteration 7Q: 3 clusters Score -741942.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -742005.062500 Penalty: 4214.709473
	Iteration 8Q: 3 clusters Score -742005.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -742081.125000 Penalty: 4214.709473
	Iteration 9Q: 3 clusters Score -742081.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -742151.937500 Penalty: 4214.709473
	Iteration 10Q: 3 clusters Score -742151.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -742218.062500 Penalty: 4214.709473
	Iteration 11Q: 3 clusters Score -742218.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -742273.000000 Penalty: 4214.709473
	Iteration 12Q: 3 clusters Score -742273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -742333.937500 Penalty: 4214.709473
	Iteration 13Q: 3 clusters Score -742333.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -742391.187500 Penalty: 4214.709473
	Iteration 14Q: 3 clusters Score -742391.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -742452.125000 Penalty: 4214.709473
	Iteration 15Q: 3 clusters Score -742452.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -742502.875000 Penalty: 4214.709473
	Iteration 16Q: 3 clusters Score -742502.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -742564.812500 Penalty: 4214.709473
	Iteration 17Q: 3 clusters Score -742564.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -742631.562500 Penalty: 4214.709473
	Iteration 18Q: 3 clusters Score -742631.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -742713.750000 Penalty: 4214.709473
	Iteration 19Q: 3 clusters Score -742713.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -742773.000000 Penalty: 4214.709473
	Iteration 20F: 3 clusters Score -742773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -742818.375000 Penalty: 4214.709473
	Iteration 21Q: 3 clusters Score -742818.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -742880.187500 Penalty: 4214.709473
	Iteration 22Q: 3 clusters Score -742880.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -742924.625000 Penalty: 4214.709473
	Iteration 23Q: 3 clusters Score -742924.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -742955.625000 Penalty: 4214.709473
	Iteration 24Q: 3 clusters Score -742955.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -742974.562500 Penalty: 4214.709473
	Iteration 25Q: 3 clusters Score -742974.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -742988.187500 Penalty: 4214.709473
	Iteration 26Q: 3 clusters Score -742988.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -742999.375000 Penalty: 4214.709473
	Iteration 27Q: 3 clusters Score -742999.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -743009.000000 Penalty: 4214.709473
	Iteration 28Q: 3 clusters Score -743009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -743010.937500 Penalty: 4214.709473
	Iteration 29Q: 3 clusters Score -743010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -743016.437500 Penalty: 4214.709473
	Iteration 30Q: 3 clusters Score -743016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -743021.312500 Penalty: 4214.709473
	Iteration 31Q: 3 clusters Score -743021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -743020.562500 Penalty: 4214.709473
	Iteration 32Q: 3 clusters Score -743020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -743024.937500 Penalty: 4214.709473
	Iteration 33Q: 3 clusters Score -743024.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -743026.812500 Penalty: 4214.709473
	Iteration 34Q: 3 clusters Score -743026.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -743030.062500 Penalty: 4214.709473
	Iteration 35Q: 3 clusters Score -743030.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -743033.687500 Penalty: 4214.709473
	Iteration 36Q: 3 clusters Score -743033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -743035.250000 Penalty: 4214.709473
	Iteration 37Q: 3 clusters Score -743035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -743035.250000 Penalty: 4214.709473
	Iteration 38Q: 3 clusters Score -743035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -743034.500000 Penalty: 4214.709473
	Iteration 39Q: 3 clusters Score -743034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -743034.500000 Penalty: 4214.709473
	Iteration 40F: 3 clusters Score -743034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Entering Unmasked Estep 
Score: -12460923.000000 Penalty: 2795.645264
	Iteration 0F: 2 clusters Score -1.246092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -12409066.000000 Penalty: 5591.290527
	Iteration 0F: 3 clusters Score -1.240907e+07 nChanged 36667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -12429558.000000 Penalty: 5591.290527
	Iteration 1F: 3 clusters Score -1.242956e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -12430458.000000 Penalty: 5591.290527
	Iteration 2Q: 3 clusters Score -1.243046e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -12431603.000000 Penalty: 5591.290527
	Iteration 3Q: 3 clusters Score -1.24316e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -12433090.000000 Penalty: 5591.290527
	Iteration 4Q: 3 clusters Score -1.243309e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -12435303.000000 Penalty: 5591.290527
	Iteration 5F: 3 clusters Score -1.24353e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -12438514.000000 Penalty: 5591.290527
	Iteration 6F: 3 clusters Score -1.243851e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -12442167.000000 Penalty: 5591.290527
	Iteration 7F: 3 clusters Score -1.244217e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -12446000.000000 Penalty: 5591.290527
	Iteration 8F: 3 clusters Score -1.2446e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -12449779.000000 Penalty: 5591.290527
	Iteration 9F: 3 clusters Score -1.244978e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -12452723.000000 Penalty: 5591.290527
	Iteration 10Q: 3 clusters Score -1.245272e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -12454899.000000 Penalty: 5591.290527
	Iteration 11Q: 3 clusters Score -1.24549e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -12456310.000000 Penalty: 5591.290527
	Iteration 12Q: 3 clusters Score -1.245631e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -12457246.000000 Penalty: 5591.290527
	Iteration 13Q: 3 clusters Score -1.245725e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -12457751.000000 Penalty: 5591.290527
	Iteration 14Q: 3 clusters Score -1.245775e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -12457968.000000 Penalty: 5591.290527
	Iteration 15Q: 3 clusters Score -1.245797e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -12458091.000000 Penalty: 5591.290527
	Iteration 16Q: 3 clusters Score -1.245809e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -12458185.000000 Penalty: 5591.290527
	Iteration 17Q: 3 clusters Score -1.245818e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73838 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -12458241.000000 Penalty: 5591.290527
	Iteration 18Q: 3 clusters Score -1.245824e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -12458317.000000 Penalty: 5591.290527
	Iteration 19Q: 3 clusters Score -1.245832e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -12458342.000000 Penalty: 5591.290527
	Iteration 20F: 3 clusters Score -1.245834e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -12458379.000000 Penalty: 5591.290527
	Iteration 21Q: 3 clusters Score -1.245838e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -12458408.000000 Penalty: 5591.290527
	Iteration 22Q: 3 clusters Score -1.245841e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -12458427.000000 Penalty: 5591.290527
	Iteration 23Q: 3 clusters Score -1.245843e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -12458449.000000 Penalty: 5591.290527
	Iteration 24Q: 3 clusters Score -1.245845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -12458467.000000 Penalty: 5591.290527
	Iteration 25Q: 3 clusters Score -1.245847e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -12458483.000000 Penalty: 5591.290527
	Iteration 26Q: 3 clusters Score -1.245848e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -12458487.000000 Penalty: 5591.290527
	Iteration 27Q: 3 clusters Score -1.245849e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -12458483.000000 Penalty: 5591.290527
	Iteration 28Q: 3 clusters Score -1.245848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -12458503.000000 Penalty: 5591.290527
	Iteration 29Q: 3 clusters Score -1.24585e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -12458526.000000 Penalty: 5591.290527
	Iteration 30Q: 3 clusters Score -1.245853e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -12458534.000000 Penalty: 5591.290527
	Iteration 31Q: 3 clusters Score -1.245853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -12458548.000000 Penalty: 5591.290527
	Iteration 32Q: 3 clusters Score -1.245855e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -12458572.000000 Penalty: 5591.290527
	Iteration 33Q: 3 clusters Score -1.245857e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -12458584.000000 Penalty: 5591.290527
	Iteration 34Q: 3 clusters Score -1.245858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -12458600.000000 Penalty: 5591.290527
	Iteration 35Q: 3 clusters Score -1.24586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -12458599.000000 Penalty: 5591.290527
	Iteration 36Q: 3 clusters Score -1.24586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -12458597.000000 Penalty: 5591.290527
	Iteration 37Q: 3 clusters Score -1.24586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -12458614.000000 Penalty: 5591.290527
	Iteration 38Q: 3 clusters Score -1.245861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -12458602.000000 Penalty: 5591.290527
	Iteration 39Q: 3 clusters Score -1.24586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -12458607.000000 Penalty: 5591.290527
	Iteration 40F: 3 clusters Score -1.245861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -12458605.000000 Penalty: 5591.290527
	Iteration 41Q: 3 clusters Score -1.24586e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -12458612.000000 Penalty: 5591.290527
	Iteration 42Q: 3 clusters Score -1.245861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -12458606.000000 Penalty: 5591.290527
	Iteration 43Q: 3 clusters Score -1.245861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -12458601.000000 Penalty: 5591.290527
	Iteration 44Q: 3 clusters Score -1.24586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -12458591.000000 Penalty: 5591.290527
	Iteration 45Q: 3 clusters Score -1.245859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -12458608.000000 Penalty: 5591.290527
	Iteration 46Q: 3 clusters Score -1.245861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -12458625.000000 Penalty: 5591.290527
	Iteration 47Q: 3 clusters Score -1.245862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -12458617.000000 Penalty: 5591.290527
	Iteration 48Q: 3 clusters Score -1.245862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -12458627.000000 Penalty: 5591.290527
	Iteration 49Q: 3 clusters Score -1.245863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -12458627.000000 Penalty: 5591.290527
	Iteration 50Q: 3 clusters Score -1.245863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -12458617.000000 Penalty: 5591.290527
	Iteration 51Q: 3 clusters Score -1.245862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -12458621.000000 Penalty: 5591.290527
	Iteration 52Q: 3 clusters Score -1.245862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74185 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -12458617.000000 Penalty: 5591.290527
	Iteration 53Q: 3 clusters Score -1.245862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -12458617.000000 Penalty: 5591.290527
	Iteration 54Q: 3 clusters Score -1.245862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -12458617.000000 Penalty: 5591.290527
	Iteration 55F: 3 clusters Score -1.245862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Entering Unmasked Estep 
Score: -2143076.500000 Penalty: 2356.728027
	Iteration 0F: 2 clusters Score -2143076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2133270.500000 Penalty: 4713.456055
	Iteration 0F: 3 clusters Score -2133270 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2136477.000000 Penalty: 4713.456055
	Iteration 1F: 3 clusters Score -2136477 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2136968.500000 Penalty: 4713.456055
	Iteration 2F: 3 clusters Score -2136968 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2137497.500000 Penalty: 4713.456055
	Iteration 3F: 3 clusters Score -2137498 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2138101.250000 Penalty: 4713.456055
	Iteration 4F: 3 clusters Score -2138101 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2138634.500000 Penalty: 4713.456055
	Iteration 5F: 3 clusters Score -2138634 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2139085.750000 Penalty: 4713.456055
	Iteration 6F: 3 clusters Score -2139086 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2139499.000000 Penalty: 4713.456055
	Iteration 7F: 3 clusters Score -2139499 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2139886.250000 Penalty: 4713.456055
	Iteration 8Q: 3 clusters Score -2139886 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2140300.000000 Penalty: 4713.456055
	Iteration 9Q: 3 clusters Score -2140300 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2140675.000000 Penalty: 4713.456055
	Iteration 10Q: 3 clusters Score -2140675 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2141023.250000 Penalty: 4713.456055
	Iteration 11Q: 3 clusters Score -2141023 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2141358.000000 Penalty: 4713.456055
	Iteration 12Q: 3 clusters Score -2141358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2141664.750000 Penalty: 4713.456055
	Iteration 13Q: 3 clusters Score -2141665 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2141993.000000 Penalty: 4713.456055
	Iteration 14Q: 3 clusters Score -2141993 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2142256.000000 Penalty: 4713.456055
	Iteration 15Q: 3 clusters Score -2142256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2142426.250000 Penalty: 4713.456055
	Iteration 16Q: 3 clusters Score -2142426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2142527.500000 Penalty: 4713.456055
	Iteration 17Q: 3 clusters Score -2142528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2142563.750000 Penalty: 4713.456055
	Iteration 18Q: 3 clusters Score -2142564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2142587.250000 Penalty: 4713.456055
	Iteration 19Q: 3 clusters Score -2142587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2142598.250000 Penalty: 4713.456055
	Iteration 20F: 3 clusters Score -2142598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2142606.750000 Penalty: 4713.456055
	Iteration 21Q: 3 clusters Score -2142607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2142611.250000 Penalty: 4713.456055
	Iteration 22Q: 3 clusters Score -2142611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2142616.750000 Penalty: 4713.456055
	Iteration 23Q: 3 clusters Score -2142617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2142616.750000 Penalty: 4713.456055
	Iteration 24Q: 3 clusters Score -2142617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2142615.250000 Penalty: 4713.456055
	Iteration 25Q: 3 clusters Score -2142615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2142615.000000 Penalty: 4713.456055
	Iteration 26Q: 3 clusters Score -2142615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2142615.000000 Penalty: 4713.456055
	Iteration 27F: 3 clusters Score -2142615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -82590.609375 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -82590.61 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 261 members 
Entering Unmasked Estep 
Score: -81017.726562 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -81017.73 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81218.312500 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -81218.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81269.554688 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -81269.55 nChanged 12
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: -81296.421875 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -81296.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81320.125000 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -81320.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81353.710938 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -81353.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81396.851562 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -81396.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81442.742188 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -81442.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81470.820312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -81470.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81530.179688 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -81530.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81587.539062 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -81587.54 nChanged 9
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: -81618.585938 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -81618.59 nChanged 8
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: -81651.421875 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -81651.42 nChanged 8
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: -81666.468750 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -81666.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81680.234375 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -81680.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81728.109375 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -81728.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81766.890625 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -81766.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81796.312500 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -81796.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81803.984375 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -81803.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81812.085938 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -81812.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81817.781250 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -81817.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81825.593750 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -81825.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81834.093750 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -81834.09 nChanged 2
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: -81840.203125 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -81840.2 nChanged 3
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: -81848.757812 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -81848.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81866.296875 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -81866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81892.093750 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -81892.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81903.703125 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -81903.7 nChanged 4
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: -81921.062500 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -81921.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81944.515625 Penalty: 3151.767578
	Iteration 29Q: 3 clusters Score -81944.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81950.992188 Penalty: 3151.767578
	Iteration 30Q: 3 clusters Score -81950.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81976.695312 Penalty: 3151.767578
	Iteration 31Q: 3 clusters Score -81976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82050.250000 Penalty: 3151.767578
	Iteration 32Q: 3 clusters Score -82050.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82111.773438 Penalty: 3151.767578
	Iteration 33Q: 3 clusters Score -82111.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82167.046875 Penalty: 3151.767578
	Iteration 34Q: 3 clusters Score -82167.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82239.617188 Penalty: 3151.767578
	Iteration 35Q: 3 clusters Score -82239.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82288.750000 Penalty: 3151.767578
	Iteration 36Q: 3 clusters Score -82288.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82330.984375 Penalty: 3151.767578
	Iteration 37Q: 3 clusters Score -82330.98 nChanged 2
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: -82335.867188 Penalty: 3151.767578
	Iteration 38Q: 3 clusters Score -82335.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82336.820312 Penalty: 3151.767578
	Iteration 39Q: 3 clusters Score -82336.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82336.820312 Penalty: 3151.767578
	Iteration 40F: 3 clusters Score -82336.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -1280493.250000 Penalty: 2245.023926
	Iteration 0F: 2 clusters Score -1280493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1273812.625000 Penalty: 4490.047852
	Iteration 0F: 3 clusters Score -1273813 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1275863.375000 Penalty: 4490.047852
	Iteration 1F: 3 clusters Score -1275863 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1276403.500000 Penalty: 4490.047852
	Iteration 2F: 3 clusters Score -1276404 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1276913.500000 Penalty: 4490.047852
	Iteration 3F: 3 clusters Score -1276914 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1277303.750000 Penalty: 4490.047852
	Iteration 4F: 3 clusters Score -1277304 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1277567.750000 Penalty: 4490.047852
	Iteration 5F: 3 clusters Score -1277568 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1277714.750000 Penalty: 4490.047852
	Iteration 6Q: 3 clusters Score -1277715 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1277820.750000 Penalty: 4490.047852
	Iteration 7Q: 3 clusters Score -1277821 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1277902.000000 Penalty: 4490.047852
	Iteration 8Q: 3 clusters Score -1277902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1277951.250000 Penalty: 4490.047852
	Iteration 9Q: 3 clusters Score -1277951 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1277991.125000 Penalty: 4490.047852
	Iteration 10Q: 3 clusters Score -1277991 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1278025.000000 Penalty: 4490.047852
	Iteration 11Q: 3 clusters Score -1278025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1278048.750000 Penalty: 4490.047852
	Iteration 12Q: 3 clusters Score -1278049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1278066.375000 Penalty: 4490.047852
	Iteration 13Q: 3 clusters Score -1278066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1278088.500000 Penalty: 4490.047852
	Iteration 14Q: 3 clusters Score -1278088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1278100.875000 Penalty: 4490.047852
	Iteration 15Q: 3 clusters Score -1278101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1278113.375000 Penalty: 4490.047852
	Iteration 16Q: 3 clusters Score -1278113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1278122.000000 Penalty: 4490.047852
	Iteration 17Q: 3 clusters Score -1278122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1278132.125000 Penalty: 4490.047852
	Iteration 18Q: 3 clusters Score -1278132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1278144.125000 Penalty: 4490.047852
	Iteration 19Q: 3 clusters Score -1278144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1278157.875000 Penalty: 4490.047852
	Iteration 20F: 3 clusters Score -1278158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1278169.875000 Penalty: 4490.047852
	Iteration 21Q: 3 clusters Score -1278170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1278187.000000 Penalty: 4490.047852
	Iteration 22Q: 3 clusters Score -1278187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1278199.500000 Penalty: 4490.047852
	Iteration 23Q: 3 clusters Score -1278200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1278210.000000 Penalty: 4490.047852
	Iteration 24Q: 3 clusters Score -1278210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1278221.625000 Penalty: 4490.047852
	Iteration 25Q: 3 clusters Score -1278222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1278230.375000 Penalty: 4490.047852
	Iteration 26Q: 3 clusters Score -1278230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1278240.750000 Penalty: 4490.047852
	Iteration 27Q: 3 clusters Score -1278241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1278252.000000 Penalty: 4490.047852
	Iteration 28Q: 3 clusters Score -1278252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1278264.625000 Penalty: 4490.047852
	Iteration 29Q: 3 clusters Score -1278265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1278279.875000 Penalty: 4490.047852
	Iteration 30Q: 3 clusters Score -1278280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1278293.750000 Penalty: 4490.047852
	Iteration 31Q: 3 clusters Score -1278294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1278306.000000 Penalty: 4490.047852
	Iteration 32Q: 3 clusters Score -1278306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1278323.125000 Penalty: 4490.047852
	Iteration 33Q: 3 clusters Score -1278323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1278342.250000 Penalty: 4490.047852
	Iteration 34Q: 3 clusters Score -1278342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1278361.250000 Penalty: 4490.047852
	Iteration 35Q: 3 clusters Score -1278361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1278384.250000 Penalty: 4490.047852
	Iteration 36Q: 3 clusters Score -1278384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1278403.750000 Penalty: 4490.047852
	Iteration 37Q: 3 clusters Score -1278404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1278425.125000 Penalty: 4490.047852
	Iteration 38Q: 3 clusters Score -1278425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1278447.750000 Penalty: 4490.047852
	Iteration 39Q: 3 clusters Score -1278448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1278468.125000 Penalty: 4490.047852
	Iteration 40F: 3 clusters Score -1278468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1278487.000000 Penalty: 4490.047852
	Iteration 41Q: 3 clusters Score -1278487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1278509.875000 Penalty: 4490.047852
	Iteration 42Q: 3 clusters Score -1278510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1278541.500000 Penalty: 4490.047852
	Iteration 43Q: 3 clusters Score -1278542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1278562.000000 Penalty: 4490.047852
	Iteration 44Q: 3 clusters Score -1278562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1278584.000000 Penalty: 4490.047852
	Iteration 45Q: 3 clusters Score -1278584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1278597.625000 Penalty: 4490.047852
	Iteration 46Q: 3 clusters Score -1278598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1278607.875000 Penalty: 4490.047852
	Iteration 47Q: 3 clusters Score -1278608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1278622.750000 Penalty: 4490.047852
	Iteration 48Q: 3 clusters Score -1278623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1278631.875000 Penalty: 4490.047852
	Iteration 49Q: 3 clusters Score -1278632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1278641.500000 Penalty: 4490.047852
	Iteration 50Q: 3 clusters Score -1278642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1278653.375000 Penalty: 4490.047852
	Iteration 51Q: 3 clusters Score -1278653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1278662.000000 Penalty: 4490.047852
	Iteration 52Q: 3 clusters Score -1278662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1278676.750000 Penalty: 4490.047852
	Iteration 53Q: 3 clusters Score -1278677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1278685.750000 Penalty: 4490.047852
	Iteration 54Q: 3 clusters Score -1278686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1278696.750000 Penalty: 4490.047852
	Iteration 55Q: 3 clusters Score -1278697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1278701.125000 Penalty: 4490.047852
	Iteration 56Q: 3 clusters Score -1278701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1278711.250000 Penalty: 4490.047852
	Iteration 57Q: 3 clusters Score -1278711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1278724.750000 Penalty: 4490.047852
	Iteration 58Q: 3 clusters Score -1278725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1278736.500000 Penalty: 4490.047852
	Iteration 59Q: 3 clusters Score -1278736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1278746.125000 Penalty: 4490.047852
	Iteration 60F: 3 clusters Score -1278746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1278752.750000 Penalty: 4490.047852
	Iteration 61Q: 3 clusters Score -1278753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1278754.750000 Penalty: 4490.047852
	Iteration 62Q: 3 clusters Score -1278755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1278763.875000 Penalty: 4490.047852
	Iteration 63Q: 3 clusters Score -1278764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1278768.250000 Penalty: 4490.047852
	Iteration 64Q: 3 clusters Score -1278768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1278767.875000 Penalty: 4490.047852
	Iteration 65Q: 3 clusters Score -1278768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1278768.000000 Penalty: 4490.047852
	Iteration 66Q: 3 clusters Score -1278768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1278768.000000 Penalty: 4490.047852
	Iteration 67F: 3 clusters Score -1278768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -315997.906250 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -315997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -313348.406250 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -313348.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -313846.687500 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -313846.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -313996.218750 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -313996.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -314123.875000 Penalty: 3797.777832
	Iteration 3Q: 3 clusters Score -314123.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -314215.312500 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -314215.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -314291.593750 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -314291.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -314342.125000 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -314342.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -314386.625000 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -314386.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -314448.562500 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -314448.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314498.906250 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -314498.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -314548.531250 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -314548.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -314594.218750 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -314594.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -314628.437500 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -314628.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -314649.250000 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -314649.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -314674.750000 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -314674.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -314704.406250 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -314704.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -314727.812500 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -314727.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -314746.781250 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -314746.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -314764.093750 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -314764.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -314772.500000 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -314772.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -314777.781250 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -314777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -314782.625000 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -314782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -314788.406250 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -314788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -314795.968750 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -314796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -314802.812500 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -314802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -314805.468750 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -314805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -314810.375000 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -314810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -314812.968750 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -314813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -314815.906250 Penalty: 3797.777832
	Iteration 28Q: 3 clusters Score -314815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314817.968750 Penalty: 3797.777832
	Iteration 29Q: 3 clusters Score -314818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314820.250000 Penalty: 3797.777832
	Iteration 30Q: 3 clusters Score -314820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -314820.250000 Penalty: 3797.777832
	Iteration 31F: 3 clusters Score -314820.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (88829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Entering Unmasked Estep 
Score: -14107121.000000 Penalty: 2825.828125
	Iteration 0F: 2 clusters Score -1.410712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -14052635.000000 Penalty: 5651.656250
	Iteration 0F: 3 clusters Score -1.405264e+07 nChanged 41761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -14076512.000000 Penalty: 5651.656250
	Iteration 1F: 3 clusters Score -1.407651e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -14077234.000000 Penalty: 5651.656250
	Iteration 2Q: 3 clusters Score -1.407723e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -14077898.000000 Penalty: 5651.656250
	Iteration 3Q: 3 clusters Score -1.40779e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -14078551.000000 Penalty: 5651.656250
	Iteration 4Q: 3 clusters Score -1.407855e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -14079303.000000 Penalty: 5651.656250
	Iteration 5Q: 3 clusters Score -1.40793e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -14080404.000000 Penalty: 5651.656250
	Iteration 6Q: 3 clusters Score -1.40804e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -14081703.000000 Penalty: 5651.656250
	Iteration 7Q: 3 clusters Score -1.40817e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -14083457.000000 Penalty: 5651.656250
	Iteration 8Q: 3 clusters Score -1.408346e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -14085892.000000 Penalty: 5651.656250
	Iteration 9F: 3 clusters Score -1.408589e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -14089175.000000 Penalty: 5651.656250
	Iteration 10F: 3 clusters Score -1.408918e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -14092662.000000 Penalty: 5651.656250
	Iteration 11F: 3 clusters Score -1.409266e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -14096042.000000 Penalty: 5651.656250
	Iteration 12F: 3 clusters Score -1.409604e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -14098774.000000 Penalty: 5651.656250
	Iteration 13Q: 3 clusters Score -1.409877e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -14100637.000000 Penalty: 5651.656250
	Iteration 14Q: 3 clusters Score -1.410064e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 78594 members 
Entering Unmasked Estep 
Score: -14101800.000000 Penalty: 5651.656250
	Iteration 15Q: 3 clusters Score -1.41018e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -14102509.000000 Penalty: 5651.656250
	Iteration 16Q: 3 clusters Score -1.410251e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -14102934.000000 Penalty: 5651.656250
	Iteration 17Q: 3 clusters Score -1.410293e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -14103301.000000 Penalty: 5651.656250
	Iteration 18Q: 3 clusters Score -1.41033e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -14103643.000000 Penalty: 5651.656250
	Iteration 19Q: 3 clusters Score -1.410364e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -14103846.000000 Penalty: 5651.656250
	Iteration 20F: 3 clusters Score -1.410385e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -14104020.000000 Penalty: 5651.656250
	Iteration 21Q: 3 clusters Score -1.410402e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -14104162.000000 Penalty: 5651.656250
	Iteration 22Q: 3 clusters Score -1.410416e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -14104318.000000 Penalty: 5651.656250
	Iteration 23Q: 3 clusters Score -1.410432e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -14104412.000000 Penalty: 5651.656250
	Iteration 24Q: 3 clusters Score -1.410441e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -14104495.000000 Penalty: 5651.656250
	Iteration 25Q: 3 clusters Score -1.41045e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -14104564.000000 Penalty: 5651.656250
	Iteration 26Q: 3 clusters Score -1.410456e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -14104631.000000 Penalty: 5651.656250
	Iteration 27Q: 3 clusters Score -1.410463e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -14104643.000000 Penalty: 5651.656250
	Iteration 28Q: 3 clusters Score -1.410464e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -14104670.000000 Penalty: 5651.656250
	Iteration 29Q: 3 clusters Score -1.410467e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 87794 members 
Entering Unmasked Estep 
Score: -14104679.000000 Penalty: 5651.656250
	Iteration 30Q: 3 clusters Score -1.410468e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -14104703.000000 Penalty: 5651.656250
	Iteration 31Q: 3 clusters Score -1.41047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -14104722.000000 Penalty: 5651.656250
	Iteration 32Q: 3 clusters Score -1.410472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -14104742.000000 Penalty: 5651.656250
	Iteration 33Q: 3 clusters Score -1.410474e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -14104768.000000 Penalty: 5651.656250
	Iteration 34Q: 3 clusters Score -1.410477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -14104788.000000 Penalty: 5651.656250
	Iteration 35Q: 3 clusters Score -1.410479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -14104800.000000 Penalty: 5651.656250
	Iteration 36Q: 3 clusters Score -1.41048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -14104821.000000 Penalty: 5651.656250
	Iteration 37Q: 3 clusters Score -1.410482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -14104821.000000 Penalty: 5651.656250
	Iteration 38Q: 3 clusters Score -1.410482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -14104830.000000 Penalty: 5651.656250
	Iteration 39Q: 3 clusters Score -1.410483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -14104829.000000 Penalty: 5651.656250
	Iteration 40F: 3 clusters Score -1.410483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -14104831.000000 Penalty: 5651.656250
	Iteration 41Q: 3 clusters Score -1.410483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -14104837.000000 Penalty: 5651.656250
	Iteration 42Q: 3 clusters Score -1.410484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -14104846.000000 Penalty: 5651.656250
	Iteration 43Q: 3 clusters Score -1.410485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -14104839.000000 Penalty: 5651.656250
	Iteration 44Q: 3 clusters Score -1.410484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -14104843.000000 Penalty: 5651.656250
	Iteration 45Q: 3 clusters Score -1.410484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -14104839.000000 Penalty: 5651.656250
	Iteration 46Q: 3 clusters Score -1.410484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -14104854.000000 Penalty: 5651.656250
	Iteration 47Q: 3 clusters Score -1.410485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -14104854.000000 Penalty: 5651.656250
	Iteration 48Q: 3 clusters Score -1.410485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -14104869.000000 Penalty: 5651.656250
	Iteration 49Q: 3 clusters Score -1.410487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -14104864.000000 Penalty: 5651.656250
	Iteration 50Q: 3 clusters Score -1.410486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -14104861.000000 Penalty: 5651.656250
	Iteration 51Q: 3 clusters Score -1.410486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -14104860.000000 Penalty: 5651.656250
	Iteration 52Q: 3 clusters Score -1.410486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -14104860.000000 Penalty: 5651.656250
	Iteration 53F: 3 clusters Score -1.410486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Entering Unmasked Estep 
Score: -1089478.375000 Penalty: 2198.176758
	Iteration 0F: 2 clusters Score -1089478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1083665.375000 Penalty: 4396.353516
	Iteration 0F: 3 clusters Score -1083665 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1085174.750000 Penalty: 4396.353516
	Iteration 1F: 3 clusters Score -1085175 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1085517.875000 Penalty: 4396.353516
	Iteration 2F: 3 clusters Score -1085518 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1085811.125000 Penalty: 4396.353516
	Iteration 3F: 3 clusters Score -1085811 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1086071.250000 Penalty: 4396.353516
	Iteration 4F: 3 clusters Score -1086071 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1086317.625000 Penalty: 4396.353516
	Iteration 5Q: 3 clusters Score -1086318 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1086515.500000 Penalty: 4396.353516
	Iteration 6Q: 3 clusters Score -1086516 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1086757.625000 Penalty: 4396.353516
	Iteration 7Q: 3 clusters Score -1086758 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1087028.375000 Penalty: 4396.353516
	Iteration 8Q: 3 clusters Score -1087028 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1087264.000000 Penalty: 4396.353516
	Iteration 9Q: 3 clusters Score -1087264 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1087452.500000 Penalty: 4396.353516
	Iteration 10Q: 3 clusters Score -1087452 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1087577.875000 Penalty: 4396.353516
	Iteration 11Q: 3 clusters Score -1087578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1087647.875000 Penalty: 4396.353516
	Iteration 12Q: 3 clusters Score -1087648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1087699.750000 Penalty: 4396.353516
	Iteration 13Q: 3 clusters Score -1087700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1087754.250000 Penalty: 4396.353516
	Iteration 14Q: 3 clusters Score -1087754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1087809.375000 Penalty: 4396.353516
	Iteration 15Q: 3 clusters Score -1087809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1087869.500000 Penalty: 4396.353516
	Iteration 16Q: 3 clusters Score -1087870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1087925.625000 Penalty: 4396.353516
	Iteration 17Q: 3 clusters Score -1087926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1087969.875000 Penalty: 4396.353516
	Iteration 18Q: 3 clusters Score -1087970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1087992.500000 Penalty: 4396.353516
	Iteration 19Q: 3 clusters Score -1087992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1088014.125000 Penalty: 4396.353516
	Iteration 20F: 3 clusters Score -1088014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1088032.625000 Penalty: 4396.353516
	Iteration 21Q: 3 clusters Score -1088033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1088048.750000 Penalty: 4396.353516
	Iteration 22Q: 3 clusters Score -1088049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1088060.125000 Penalty: 4396.353516
	Iteration 23Q: 3 clusters Score -1088060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1088073.250000 Penalty: 4396.353516
	Iteration 24Q: 3 clusters Score -1088073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1088081.125000 Penalty: 4396.353516
	Iteration 25Q: 3 clusters Score -1088081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1088089.125000 Penalty: 4396.353516
	Iteration 26Q: 3 clusters Score -1088089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1088098.125000 Penalty: 4396.353516
	Iteration 27Q: 3 clusters Score -1088098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1088104.250000 Penalty: 4396.353516
	Iteration 28Q: 3 clusters Score -1088104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1088107.125000 Penalty: 4396.353516
	Iteration 29Q: 3 clusters Score -1088107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1088111.500000 Penalty: 4396.353516
	Iteration 30Q: 3 clusters Score -1088112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1088113.875000 Penalty: 4396.353516
	Iteration 31Q: 3 clusters Score -1088114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1088117.875000 Penalty: 4396.353516
	Iteration 32Q: 3 clusters Score -1088118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1088121.625000 Penalty: 4396.353516
	Iteration 33Q: 3 clusters Score -1088122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1088127.750000 Penalty: 4396.353516
	Iteration 34Q: 3 clusters Score -1088128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1088129.500000 Penalty: 4396.353516
	Iteration 35Q: 3 clusters Score -1088130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1088134.625000 Penalty: 4396.353516
	Iteration 36Q: 3 clusters Score -1088135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1088137.750000 Penalty: 4396.353516
	Iteration 37Q: 3 clusters Score -1088138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1088141.750000 Penalty: 4396.353516
	Iteration 38Q: 3 clusters Score -1088142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1088148.500000 Penalty: 4396.353516
	Iteration 39Q: 3 clusters Score -1088148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1088153.250000 Penalty: 4396.353516
	Iteration 40F: 3 clusters Score -1088153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1088156.875000 Penalty: 4396.353516
	Iteration 41Q: 3 clusters Score -1088157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1088165.375000 Penalty: 4396.353516
	Iteration 42Q: 3 clusters Score -1088165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1088175.000000 Penalty: 4396.353516
	Iteration 43Q: 3 clusters Score -1088175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1088184.375000 Penalty: 4396.353516
	Iteration 44Q: 3 clusters Score -1088184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1088196.625000 Penalty: 4396.353516
	Iteration 45Q: 3 clusters Score -1088197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1088200.750000 Penalty: 4396.353516
	Iteration 46Q: 3 clusters Score -1088201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1088205.000000 Penalty: 4396.353516
	Iteration 47Q: 3 clusters Score -1088205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1088211.625000 Penalty: 4396.353516
	Iteration 48Q: 3 clusters Score -1088212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1088214.500000 Penalty: 4396.353516
	Iteration 49Q: 3 clusters Score -1088214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1088218.375000 Penalty: 4396.353516
	Iteration 50Q: 3 clusters Score -1088218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1088221.625000 Penalty: 4396.353516
	Iteration 51Q: 3 clusters Score -1088222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1088223.250000 Penalty: 4396.353516
	Iteration 52Q: 3 clusters Score -1088223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1088229.500000 Penalty: 4396.353516
	Iteration 53Q: 3 clusters Score -1088230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1088233.625000 Penalty: 4396.353516
	Iteration 54Q: 3 clusters Score -1088234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1088236.875000 Penalty: 4396.353516
	Iteration 55Q: 3 clusters Score -1088237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1088242.625000 Penalty: 4396.353516
	Iteration 56Q: 3 clusters Score -1088243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1088252.625000 Penalty: 4396.353516
	Iteration 57Q: 3 clusters Score -1088253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1088255.500000 Penalty: 4396.353516
	Iteration 58Q: 3 clusters Score -1088256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1088261.750000 Penalty: 4396.353516
	Iteration 59Q: 3 clusters Score -1088262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1088269.250000 Penalty: 4396.353516
	Iteration 60F: 3 clusters Score -1088269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1088275.500000 Penalty: 4396.353516
	Iteration 61Q: 3 clusters Score -1088276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1088283.250000 Penalty: 4396.353516
	Iteration 62Q: 3 clusters Score -1088283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1088287.625000 Penalty: 4396.353516
	Iteration 63Q: 3 clusters Score -1088288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1088291.250000 Penalty: 4396.353516
	Iteration 64Q: 3 clusters Score -1088291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1088294.250000 Penalty: 4396.353516
	Iteration 65Q: 3 clusters Score -1088294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1088299.125000 Penalty: 4396.353516
	Iteration 66Q: 3 clusters Score -1088299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1088299.625000 Penalty: 4396.353516
	Iteration 67Q: 3 clusters Score -1088300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1088301.500000 Penalty: 4396.353516
	Iteration 68Q: 3 clusters Score -1088302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1088305.500000 Penalty: 4396.353516
	Iteration 69Q: 3 clusters Score -1088306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1088303.125000 Penalty: 4396.353516
	Iteration 70Q: 3 clusters Score -1088303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1088305.000000 Penalty: 4396.353516
	Iteration 71Q: 3 clusters Score -1088305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1088305.750000 Penalty: 4396.353516
	Iteration 72Q: 3 clusters Score -1088306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1088307.000000 Penalty: 4396.353516
	Iteration 73Q: 3 clusters Score -1088307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1088307.375000 Penalty: 4396.353516
	Iteration 74Q: 3 clusters Score -1088307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1088306.875000 Penalty: 4396.353516
	Iteration 75Q: 3 clusters Score -1088307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1088309.375000 Penalty: 4396.353516
	Iteration 76Q: 3 clusters Score -1088309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1088310.125000 Penalty: 4396.353516
	Iteration 77Q: 3 clusters Score -1088310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1088310.625000 Penalty: 4396.353516
	Iteration 78Q: 3 clusters Score -1088311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1088311.875000 Penalty: 4396.353516
	Iteration 79Q: 3 clusters Score -1088312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1088311.625000 Penalty: 4396.353516
	Iteration 80F: 3 clusters Score -1088312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1088314.375000 Penalty: 4396.353516
	Iteration 81Q: 3 clusters Score -1088314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1088316.125000 Penalty: 4396.353516
	Iteration 82Q: 3 clusters Score -1088316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1088319.125000 Penalty: 4396.353516
	Iteration 83Q: 3 clusters Score -1088319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1088319.000000 Penalty: 4396.353516
	Iteration 84Q: 3 clusters Score -1088319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1088319.875000 Penalty: 4396.353516
	Iteration 85Q: 3 clusters Score -1088320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1088322.250000 Penalty: 4396.353516
	Iteration 86Q: 3 clusters Score -1088322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1088324.250000 Penalty: 4396.353516
	Iteration 87Q: 3 clusters Score -1088324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1088326.750000 Penalty: 4396.353516
	Iteration 88Q: 3 clusters Score -1088327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1088328.125000 Penalty: 4396.353516
	Iteration 89Q: 3 clusters Score -1088328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1088327.000000 Penalty: 4396.353516
	Iteration 90Q: 3 clusters Score -1088327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1088332.500000 Penalty: 4396.353516
	Iteration 91Q: 3 clusters Score -1088332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1088334.125000 Penalty: 4396.353516
	Iteration 92Q: 3 clusters Score -1088334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1088338.375000 Penalty: 4396.353516
	Iteration 93Q: 3 clusters Score -1088338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1088339.500000 Penalty: 4396.353516
	Iteration 94Q: 3 clusters Score -1088340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1088344.500000 Penalty: 4396.353516
	Iteration 95Q: 3 clusters Score -1088344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1088347.125000 Penalty: 4396.353516
	Iteration 96Q: 3 clusters Score -1088347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1088352.000000 Penalty: 4396.353516
	Iteration 97Q: 3 clusters Score -1088352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1088354.125000 Penalty: 4396.353516
	Iteration 98Q: 3 clusters Score -1088354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1088354.375000 Penalty: 4396.353516
	Iteration 99Q: 3 clusters Score -1088354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1088354.000000 Penalty: 4396.353516
	Iteration 100F: 3 clusters Score -1088354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1088354.750000 Penalty: 4396.353516
	Iteration 101Q: 3 clusters Score -1088355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1088358.625000 Penalty: 4396.353516
	Iteration 102Q: 3 clusters Score -1088359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1088361.875000 Penalty: 4396.353516
	Iteration 103Q: 3 clusters Score -1088362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1088366.375000 Penalty: 4396.353516
	Iteration 104Q: 3 clusters Score -1088366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1088368.625000 Penalty: 4396.353516
	Iteration 105Q: 3 clusters Score -1088369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1088368.000000 Penalty: 4396.353516
	Iteration 106Q: 3 clusters Score -1088368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1088367.500000 Penalty: 4396.353516
	Iteration 107Q: 3 clusters Score -1088368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1088369.250000 Penalty: 4396.353516
	Iteration 108Q: 3 clusters Score -1088369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1088368.375000 Penalty: 4396.353516
	Iteration 109Q: 3 clusters Score -1088368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1088371.000000 Penalty: 4396.353516
	Iteration 110Q: 3 clusters Score -1088371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1088370.000000 Penalty: 4396.353516
	Iteration 111Q: 3 clusters Score -1088370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1088370.000000 Penalty: 4396.353516
	Iteration 112F: 3 clusters Score -1088370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Entering Unmasked Estep 
Score: -2081157.875000 Penalty: 2351.698242
	Iteration 0F: 2 clusters Score -2081158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2071504.250000 Penalty: 4703.396484
	Iteration 0F: 3 clusters Score -2071504 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2074478.250000 Penalty: 4703.396484
	Iteration 1F: 3 clusters Score -2074478 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2074819.125000 Penalty: 4703.396484
	Iteration 2F: 3 clusters Score -2074819 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2075080.500000 Penalty: 4703.396484
	Iteration 3Q: 3 clusters Score -2075080 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2075314.875000 Penalty: 4703.396484
	Iteration 4Q: 3 clusters Score -2075315 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2075533.125000 Penalty: 4703.396484
	Iteration 5Q: 3 clusters Score -2075533 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2075765.125000 Penalty: 4703.396484
	Iteration 6Q: 3 clusters Score -2075765 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2076016.500000 Penalty: 4703.396484
	Iteration 7Q: 3 clusters Score -2076016 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2076248.250000 Penalty: 4703.396484
	Iteration 8Q: 3 clusters Score -2076248 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2076460.875000 Penalty: 4703.396484
	Iteration 9Q: 3 clusters Score -2076461 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2076686.375000 Penalty: 4703.396484
	Iteration 10Q: 3 clusters Score -2076686 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2076929.875000 Penalty: 4703.396484
	Iteration 11Q: 3 clusters Score -2076930 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2077153.625000 Penalty: 4703.396484
	Iteration 12Q: 3 clusters Score -2077154 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2077388.625000 Penalty: 4703.396484
	Iteration 13Q: 3 clusters Score -2077389 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2077570.375000 Penalty: 4703.396484
	Iteration 14Q: 3 clusters Score -2077570 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2077740.750000 Penalty: 4703.396484
	Iteration 15Q: 3 clusters Score -2077741 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2077873.875000 Penalty: 4703.396484
	Iteration 16Q: 3 clusters Score -2077874 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2077995.875000 Penalty: 4703.396484
	Iteration 17Q: 3 clusters Score -2077996 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2078148.375000 Penalty: 4703.396484
	Iteration 18Q: 3 clusters Score -2078148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2078280.750000 Penalty: 4703.396484
	Iteration 19Q: 3 clusters Score -2078281 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2078420.875000 Penalty: 4703.396484
	Iteration 20F: 3 clusters Score -2078421 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2078551.375000 Penalty: 4703.396484
	Iteration 21Q: 3 clusters Score -2078551 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2078671.375000 Penalty: 4703.396484
	Iteration 22Q: 3 clusters Score -2078671 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2078789.500000 Penalty: 4703.396484
	Iteration 23Q: 3 clusters Score -2078790 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2078891.375000 Penalty: 4703.396484
	Iteration 24Q: 3 clusters Score -2078891 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2078995.875000 Penalty: 4703.396484
	Iteration 25Q: 3 clusters Score -2078996 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2079108.875000 Penalty: 4703.396484
	Iteration 26Q: 3 clusters Score -2079109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2079196.875000 Penalty: 4703.396484
	Iteration 27Q: 3 clusters Score -2079197 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2079278.000000 Penalty: 4703.396484
	Iteration 28Q: 3 clusters Score -2079278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2079347.875000 Penalty: 4703.396484
	Iteration 29Q: 3 clusters Score -2079348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2079395.250000 Penalty: 4703.396484
	Iteration 30Q: 3 clusters Score -2079395 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2079429.750000 Penalty: 4703.396484
	Iteration 31Q: 3 clusters Score -2079430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2079447.750000 Penalty: 4703.396484
	Iteration 32Q: 3 clusters Score -2079448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2079472.000000 Penalty: 4703.396484
	Iteration 33Q: 3 clusters Score -2079472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2079491.250000 Penalty: 4703.396484
	Iteration 34Q: 3 clusters Score -2079491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2079508.750000 Penalty: 4703.396484
	Iteration 35Q: 3 clusters Score -2079509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2079523.000000 Penalty: 4703.396484
	Iteration 36Q: 3 clusters Score -2079523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2079534.250000 Penalty: 4703.396484
	Iteration 37Q: 3 clusters Score -2079534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2079540.125000 Penalty: 4703.396484
	Iteration 38Q: 3 clusters Score -2079540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2079547.000000 Penalty: 4703.396484
	Iteration 39Q: 3 clusters Score -2079547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2079549.500000 Penalty: 4703.396484
	Iteration 40F: 3 clusters Score -2079550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2079552.625000 Penalty: 4703.396484
	Iteration 41Q: 3 clusters Score -2079553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2079559.000000 Penalty: 4703.396484
	Iteration 42Q: 3 clusters Score -2079559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2079561.875000 Penalty: 4703.396484
	Iteration 43Q: 3 clusters Score -2079562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2079560.875000 Penalty: 4703.396484
	Iteration 44Q: 3 clusters Score -2079561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2079562.250000 Penalty: 4703.396484
	Iteration 45Q: 3 clusters Score -2079562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2079565.500000 Penalty: 4703.396484
	Iteration 46Q: 3 clusters Score -2079566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2079570.500000 Penalty: 4703.396484
	Iteration 47Q: 3 clusters Score -2079570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2079568.500000 Penalty: 4703.396484
	Iteration 48Q: 3 clusters Score -2079568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2079569.500000 Penalty: 4703.396484
	Iteration 49Q: 3 clusters Score -2079570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2079569.500000 Penalty: 4703.396484
	Iteration 50F: 3 clusters Score -2079570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -420264.062500 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -420264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -417156.562500 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -417156.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -417749.593750 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -417749.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -417919.000000 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -417919 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -418055.156250 Penalty: 3918.899658
	Iteration 3F: 3 clusters Score -418055.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -418147.281250 Penalty: 3918.899658
	Iteration 4Q: 3 clusters Score -418147.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -418208.531250 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -418208.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -418250.406250 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -418250.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -418283.125000 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -418283.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -418307.031250 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -418307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -418328.468750 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -418328.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -418348.375000 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -418348.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -418369.437500 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -418369.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -418390.843750 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -418390.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -418411.468750 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -418411.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -418439.500000 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -418439.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -418460.562500 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -418460.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -418476.250000 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -418476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -418491.906250 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -418491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -418505.218750 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -418505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -418523.375000 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -418523.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -418545.156250 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -418545.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -418569.062500 Penalty: 3918.899658
	Iteration 21Q: 3 clusters Score -418569.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -418587.343750 Penalty: 3918.899658
	Iteration 22Q: 3 clusters Score -418587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -418605.093750 Penalty: 3918.899658
	Iteration 23Q: 3 clusters Score -418605.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -418624.281250 Penalty: 3918.899658
	Iteration 24Q: 3 clusters Score -418624.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -418643.718750 Penalty: 3918.899658
	Iteration 25Q: 3 clusters Score -418643.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -418664.625000 Penalty: 3918.899658
	Iteration 26Q: 3 clusters Score -418664.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -418676.906250 Penalty: 3918.899658
	Iteration 27Q: 3 clusters Score -418676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -418684.468750 Penalty: 3918.899658
	Iteration 28Q: 3 clusters Score -418684.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -418691.281250 Penalty: 3918.899658
	Iteration 29Q: 3 clusters Score -418691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -418695.968750 Penalty: 3918.899658
	Iteration 30Q: 3 clusters Score -418696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -418700.437500 Penalty: 3918.899658
	Iteration 31Q: 3 clusters Score -418700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -418703.875000 Penalty: 3918.899658
	Iteration 32Q: 3 clusters Score -418703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -418704.968750 Penalty: 3918.899658
	Iteration 33Q: 3 clusters Score -418705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -418706.000000 Penalty: 3918.899658
	Iteration 34Q: 3 clusters Score -418706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -418708.156250 Penalty: 3918.899658
	Iteration 35Q: 3 clusters Score -418708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -418710.781250 Penalty: 3918.899658
	Iteration 36Q: 3 clusters Score -418710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -418712.312500 Penalty: 3918.899658
	Iteration 37Q: 3 clusters Score -418712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -418712.250000 Penalty: 3918.899658
	Iteration 38Q: 3 clusters Score -418712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -418712.250000 Penalty: 3918.899658
	Iteration 39F: 3 clusters Score -418712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Entering Unmasked Estep 
Score: -1160849.250000 Penalty: 2215.777344
	Iteration 0F: 2 clusters Score -1160849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1154712.125000 Penalty: 4431.554688
	Iteration 0F: 3 clusters Score -1154712 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1156543.875000 Penalty: 4431.554688
	Iteration 1F: 3 clusters Score -1156544 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1156977.375000 Penalty: 4431.554688
	Iteration 2F: 3 clusters Score -1156977 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1157518.625000 Penalty: 4431.554688
	Iteration 3F: 3 clusters Score -1157519 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1158372.250000 Penalty: 4431.554688
	Iteration 4F: 3 clusters Score -1158372 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1159270.625000 Penalty: 4431.554688
	Iteration 5F: 3 clusters Score -1159271 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1159852.500000 Penalty: 4431.554688
	Iteration 6F: 3 clusters Score -1159852 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1160163.750000 Penalty: 4431.554688
	Iteration 7Q: 3 clusters Score -1160164 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1160345.625000 Penalty: 4431.554688
	Iteration 8Q: 3 clusters Score -1160346 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1160474.625000 Penalty: 4431.554688
	Iteration 9Q: 3 clusters Score -1160475 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1160560.500000 Penalty: 4431.554688
	Iteration 10Q: 3 clusters Score -1160560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1160626.750000 Penalty: 4431.554688
	Iteration 11Q: 3 clusters Score -1160627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1160657.500000 Penalty: 4431.554688
	Iteration 12Q: 3 clusters Score -1160658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1160678.250000 Penalty: 4431.554688
	Iteration 13Q: 3 clusters Score -1160678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1160688.000000 Penalty: 4431.554688
	Iteration 14Q: 3 clusters Score -1160688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1160693.000000 Penalty: 4431.554688
	Iteration 15Q: 3 clusters Score -1160693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1160698.375000 Penalty: 4431.554688
	Iteration 16Q: 3 clusters Score -1160698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1160709.500000 Penalty: 4431.554688
	Iteration 17Q: 3 clusters Score -1160710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1160711.500000 Penalty: 4431.554688
	Iteration 18Q: 3 clusters Score -1160712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1160710.500000 Penalty: 4431.554688
	Iteration 19Q: 3 clusters Score -1160710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1160712.875000 Penalty: 4431.554688
	Iteration 20F: 3 clusters Score -1160713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1160713.750000 Penalty: 4431.554688
	Iteration 21Q: 3 clusters Score -1160714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1160713.000000 Penalty: 4431.554688
	Iteration 22Q: 3 clusters Score -1160713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1160715.250000 Penalty: 4431.554688
	Iteration 23Q: 3 clusters Score -1160715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1160715.250000 Penalty: 4431.554688
	Iteration 24F: 3 clusters Score -1160715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -511668.656250 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -511668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -508215.468750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -508215.5 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -508963.562500 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -508963.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -509160.062500 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -509160.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -509288.656250 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -509288.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -509396.812500 Penalty: 4019.933105
	Iteration 4Q: 3 clusters Score -509396.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -509467.531250 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -509467.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -509524.593750 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -509524.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -509586.187500 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -509586.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -509649.781250 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -509649.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -509701.843750 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -509701.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -509745.312500 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -509745.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -509793.625000 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -509793.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -509848.562500 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -509848.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -509908.562500 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -509908.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -509973.812500 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -509973.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -510055.250000 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -510055.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -510153.843750 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -510153.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -510243.468750 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -510243.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -510294.937500 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -510294.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -510332.968750 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -510333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -510366.968750 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -510367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -510386.718750 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -510386.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -510404.218750 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -510404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -510419.343750 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -510419.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -510433.250000 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -510433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -510444.781250 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -510444.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -510455.156250 Penalty: 4019.933105
	Iteration 26Q: 3 clusters Score -510455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -510461.093750 Penalty: 4019.933105
	Iteration 27Q: 3 clusters Score -510461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -510464.468750 Penalty: 4019.933105
	Iteration 28Q: 3 clusters Score -510464.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -510465.812500 Penalty: 4019.933105
	Iteration 29Q: 3 clusters Score -510465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -510468.781250 Penalty: 4019.933105
	Iteration 30Q: 3 clusters Score -510468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -510471.562500 Penalty: 4019.933105
	Iteration 31Q: 3 clusters Score -510471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -510472.218750 Penalty: 4019.933105
	Iteration 32Q: 3 clusters Score -510472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -510472.562500 Penalty: 4019.933105
	Iteration 33Q: 3 clusters Score -510472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -510474.093750 Penalty: 4019.933105
	Iteration 34Q: 3 clusters Score -510474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -510473.781250 Penalty: 4019.933105
	Iteration 35Q: 3 clusters Score -510473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -510474.000000 Penalty: 4019.933105
	Iteration 36Q: 3 clusters Score -510474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -510475.093750 Penalty: 4019.933105
	Iteration 37Q: 3 clusters Score -510475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -510476.687500 Penalty: 4019.933105
	Iteration 38Q: 3 clusters Score -510476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -510477.187500 Penalty: 4019.933105
	Iteration 39Q: 3 clusters Score -510477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -510477.125000 Penalty: 4019.933105
	Iteration 40F: 3 clusters Score -510477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -957476.875000 Penalty: 2174.567627
	Iteration 0F: 2 clusters Score -957476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -952114.812500 Penalty: 4349.135254
	Iteration 0F: 3 clusters Score -952114.8 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -953552.500000 Penalty: 4349.135254
	Iteration 1F: 3 clusters Score -953552.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -953825.062500 Penalty: 4349.135254
	Iteration 2F: 3 clusters Score -953825.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -953997.687500 Penalty: 4349.135254
	Iteration 3F: 3 clusters Score -953997.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -954143.062500 Penalty: 4349.135254
	Iteration 4Q: 3 clusters Score -954143.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -954274.125000 Penalty: 4349.135254
	Iteration 5Q: 3 clusters Score -954274.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -954407.187500 Penalty: 4349.135254
	Iteration 6Q: 3 clusters Score -954407.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -954548.562500 Penalty: 4349.135254
	Iteration 7Q: 3 clusters Score -954548.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -954697.937500 Penalty: 4349.135254
	Iteration 8Q: 3 clusters Score -954697.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -954863.812500 Penalty: 4349.135254
	Iteration 9Q: 3 clusters Score -954863.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -955018.687500 Penalty: 4349.135254
	Iteration 10Q: 3 clusters Score -955018.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -955160.000000 Penalty: 4349.135254
	Iteration 11Q: 3 clusters Score -955160 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -955287.687500 Penalty: 4349.135254
	Iteration 12Q: 3 clusters Score -955287.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -955415.125000 Penalty: 4349.135254
	Iteration 13Q: 3 clusters Score -955415.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -955513.312500 Penalty: 4349.135254
	Iteration 14Q: 3 clusters Score -955513.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -955600.187500 Penalty: 4349.135254
	Iteration 15Q: 3 clusters Score -955600.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -955669.875000 Penalty: 4349.135254
	Iteration 16Q: 3 clusters Score -955669.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -955741.500000 Penalty: 4349.135254
	Iteration 17Q: 3 clusters Score -955741.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -955802.437500 Penalty: 4349.135254
	Iteration 18Q: 3 clusters Score -955802.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -955847.250000 Penalty: 4349.135254
	Iteration 19Q: 3 clusters Score -955847.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -955875.187500 Penalty: 4349.135254
	Iteration 20F: 3 clusters Score -955875.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -955905.062500 Penalty: 4349.135254
	Iteration 21Q: 3 clusters Score -955905.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -955920.312500 Penalty: 4349.135254
	Iteration 22Q: 3 clusters Score -955920.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -955937.000000 Penalty: 4349.135254
	Iteration 23Q: 3 clusters Score -955937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -955951.812500 Penalty: 4349.135254
	Iteration 24Q: 3 clusters Score -955951.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -955968.187500 Penalty: 4349.135254
	Iteration 25Q: 3 clusters Score -955968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -955979.125000 Penalty: 4349.135254
	Iteration 26Q: 3 clusters Score -955979.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -955985.750000 Penalty: 4349.135254
	Iteration 27Q: 3 clusters Score -955985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -955991.000000 Penalty: 4349.135254
	Iteration 28Q: 3 clusters Score -955991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -955992.437500 Penalty: 4349.135254
	Iteration 29Q: 3 clusters Score -955992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -955993.125000 Penalty: 4349.135254
	Iteration 30Q: 3 clusters Score -955993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -955997.187500 Penalty: 4349.135254
	Iteration 31Q: 3 clusters Score -955997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -955998.250000 Penalty: 4349.135254
	Iteration 32Q: 3 clusters Score -955998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -955999.375000 Penalty: 4349.135254
	Iteration 33Q: 3 clusters Score -955999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -956001.687500 Penalty: 4349.135254
	Iteration 34Q: 3 clusters Score -956001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -956002.562500 Penalty: 4349.135254
	Iteration 35Q: 3 clusters Score -956002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -956002.250000 Penalty: 4349.135254
	Iteration 36Q: 3 clusters Score -956002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -956003.375000 Penalty: 4349.135254
	Iteration 37Q: 3 clusters Score -956003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -956004.437500 Penalty: 4349.135254
	Iteration 38Q: 3 clusters Score -956004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -956006.875000 Penalty: 4349.135254
	Iteration 39Q: 3 clusters Score -956006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -956006.625000 Penalty: 4349.135254
	Iteration 40F: 3 clusters Score -956006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -956007.125000 Penalty: 4349.135254
	Iteration 41Q: 3 clusters Score -956007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -956010.062500 Penalty: 4349.135254
	Iteration 42Q: 3 clusters Score -956010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -956011.375000 Penalty: 4349.135254
	Iteration 43Q: 3 clusters Score -956011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -956012.062500 Penalty: 4349.135254
	Iteration 44Q: 3 clusters Score -956012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -956011.625000 Penalty: 4349.135254
	Iteration 45Q: 3 clusters Score -956011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -956011.625000 Penalty: 4349.135254
	Iteration 46F: 3 clusters Score -956011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -66432.226562 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -66432.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65063.171875 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -65063.17 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65612.804688 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -65612.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65865.835938 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -65865.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66117.429688 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -66117.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66234.960938 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -66234.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66281.664062 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -66281.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66302.335938 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -66302.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -66304.945312 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -66304.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66310.242188 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -66310.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66313.343750 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -66313.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66313.343750 Penalty: 3091.294189
	Iteration 10F: 3 clusters Score -66313.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -430548.906250 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -430548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -427273.218750 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -427273.2 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -428093.875000 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -428093.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -428427.562500 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -428427.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -428700.750000 Penalty: 3982.113525
	Iteration 3F: 3 clusters Score -428700.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -428905.093750 Penalty: 3982.113525
	Iteration 4F: 3 clusters Score -428905.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -429040.500000 Penalty: 3982.113525
	Iteration 5Q: 3 clusters Score -429040.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -429135.750000 Penalty: 3982.113525
	Iteration 6Q: 3 clusters Score -429135.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -429232.281250 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -429232.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -429326.718750 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -429326.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -429396.500000 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -429396.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -429455.093750 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -429455.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -429499.343750 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -429499.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -429537.031250 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -429537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -429589.625000 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -429589.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -429618.281250 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -429618.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -429641.875000 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -429641.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -429655.843750 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -429655.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -429674.312500 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -429674.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -429689.125000 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -429689.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -429701.093750 Penalty: 3982.113525
	Iteration 19Q: 3 clusters Score -429701.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -429708.343750 Penalty: 3982.113525
	Iteration 20F: 3 clusters Score -429708.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -429713.875000 Penalty: 3982.113525
	Iteration 21Q: 3 clusters Score -429713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -429721.093750 Penalty: 3982.113525
	Iteration 22Q: 3 clusters Score -429721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -429724.531250 Penalty: 3982.113525
	Iteration 23Q: 3 clusters Score -429724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -429726.781250 Penalty: 3982.113525
	Iteration 24Q: 3 clusters Score -429726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -429728.000000 Penalty: 3982.113525
	Iteration 25Q: 3 clusters Score -429728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -429729.468750 Penalty: 3982.113525
	Iteration 26Q: 3 clusters Score -429729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -429731.687500 Penalty: 3982.113525
	Iteration 27Q: 3 clusters Score -429731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -429733.625000 Penalty: 3982.113525
	Iteration 28Q: 3 clusters Score -429733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -429735.156250 Penalty: 3982.113525
	Iteration 29Q: 3 clusters Score -429735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -429739.562500 Penalty: 3982.113525
	Iteration 30Q: 3 clusters Score -429739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -429747.062500 Penalty: 3982.113525
	Iteration 31Q: 3 clusters Score -429747.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -429752.500000 Penalty: 3982.113525
	Iteration 32Q: 3 clusters Score -429752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -429755.031250 Penalty: 3982.113525
	Iteration 33Q: 3 clusters Score -429755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -429758.531250 Penalty: 3982.113525
	Iteration 34Q: 3 clusters Score -429758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -429760.437500 Penalty: 3982.113525
	Iteration 35Q: 3 clusters Score -429760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -429765.187500 Penalty: 3982.113525
	Iteration 36Q: 3 clusters Score -429765.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -429771.500000 Penalty: 3982.113525
	Iteration 37Q: 3 clusters Score -429771.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -429780.562500 Penalty: 3982.113525
	Iteration 38Q: 3 clusters Score -429780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -429785.968750 Penalty: 3982.113525
	Iteration 39Q: 3 clusters Score -429786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -429787.031250 Penalty: 3982.113525
	Iteration 40F: 3 clusters Score -429787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -429787.875000 Penalty: 3982.113525
	Iteration 41Q: 3 clusters Score -429787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -429788.968750 Penalty: 3982.113525
	Iteration 42Q: 3 clusters Score -429789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429789.687500 Penalty: 3982.113525
	Iteration 43Q: 3 clusters Score -429789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -429791.281250 Penalty: 3982.113525
	Iteration 44Q: 3 clusters Score -429791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -429792.625000 Penalty: 3982.113525
	Iteration 45Q: 3 clusters Score -429792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -429793.062500 Penalty: 3982.113525
	Iteration 46Q: 3 clusters Score -429793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -429793.375000 Penalty: 3982.113525
	Iteration 47Q: 3 clusters Score -429793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -429793.375000 Penalty: 3982.113525
	Iteration 48F: 3 clusters Score -429793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -472079.281250 Penalty: 1991.622314
	Iteration 0F: 2 clusters Score -472079.3 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 1540 members 
Entering Unmasked Estep 
Score: -468794.812500 Penalty: 3983.244629
	Iteration 0F: 3 clusters Score -468794.8 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -469454.906250 Penalty: 3983.244629
	Iteration 1F: 3 clusters Score -469454.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -469645.062500 Penalty: 3983.244629
	Iteration 2F: 3 clusters Score -469645.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -469748.687500 Penalty: 3983.244629
	Iteration 3F: 3 clusters Score -469748.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -469810.281250 Penalty: 3983.244629
	Iteration 4Q: 3 clusters Score -469810.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -469862.187500 Penalty: 3983.244629
	Iteration 5Q: 3 clusters Score -469862.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -469904.375000 Penalty: 3983.244629
	Iteration 6Q: 3 clusters Score -469904.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -469939.375000 Penalty: 3983.244629
	Iteration 7Q: 3 clusters Score -469939.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -469965.500000 Penalty: 3983.244629
	Iteration 8Q: 3 clusters Score -469965.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -469993.500000 Penalty: 3983.244629
	Iteration 9Q: 3 clusters Score -469993.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -470025.687500 Penalty: 3983.244629
	Iteration 10Q: 3 clusters Score -470025.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -470063.187500 Penalty: 3983.244629
	Iteration 11Q: 3 clusters Score -470063.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -470094.812500 Penalty: 3983.244629
	Iteration 12Q: 3 clusters Score -470094.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -470119.687500 Penalty: 3983.244629
	Iteration 13Q: 3 clusters Score -470119.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -470138.250000 Penalty: 3983.244629
	Iteration 14Q: 3 clusters Score -470138.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -470151.343750 Penalty: 3983.244629
	Iteration 15Q: 3 clusters Score -470151.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -470166.718750 Penalty: 3983.244629
	Iteration 16Q: 3 clusters Score -470166.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -470182.500000 Penalty: 3983.244629
	Iteration 17Q: 3 clusters Score -470182.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -470199.062500 Penalty: 3983.244629
	Iteration 18Q: 3 clusters Score -470199.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -470211.656250 Penalty: 3983.244629
	Iteration 19Q: 3 clusters Score -470211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -470222.937500 Penalty: 3983.244629
	Iteration 20F: 3 clusters Score -470222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -470233.406250 Penalty: 3983.244629
	Iteration 21Q: 3 clusters Score -470233.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -470250.562500 Penalty: 3983.244629
	Iteration 22Q: 3 clusters Score -470250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -470263.281250 Penalty: 3983.244629
	Iteration 23Q: 3 clusters Score -470263.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -470274.593750 Penalty: 3983.244629
	Iteration 24Q: 3 clusters Score -470274.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -470280.062500 Penalty: 3983.244629
	Iteration 25Q: 3 clusters Score -470280.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -470285.343750 Penalty: 3983.244629
	Iteration 26Q: 3 clusters Score -470285.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -470290.843750 Penalty: 3983.244629
	Iteration 27Q: 3 clusters Score -470290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -470293.687500 Penalty: 3983.244629
	Iteration 28Q: 3 clusters Score -470293.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -470298.625000 Penalty: 3983.244629
	Iteration 29Q: 3 clusters Score -470298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -470304.906250 Penalty: 3983.244629
	Iteration 30Q: 3 clusters Score -470304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -470310.531250 Penalty: 3983.244629
	Iteration 31Q: 3 clusters Score -470310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -470313.125000 Penalty: 3983.244629
	Iteration 32Q: 3 clusters Score -470313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -470318.781250 Penalty: 3983.244629
	Iteration 33Q: 3 clusters Score -470318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -470324.000000 Penalty: 3983.244629
	Iteration 34Q: 3 clusters Score -470324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -470331.437500 Penalty: 3983.244629
	Iteration 35Q: 3 clusters Score -470331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -470336.062500 Penalty: 3983.244629
	Iteration 36Q: 3 clusters Score -470336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -470343.625000 Penalty: 3983.244629
	Iteration 37Q: 3 clusters Score -470343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -470347.218750 Penalty: 3983.244629
	Iteration 38Q: 3 clusters Score -470347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -470349.343750 Penalty: 3983.244629
	Iteration 39Q: 3 clusters Score -470349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -470350.000000 Penalty: 3983.244629
	Iteration 40F: 3 clusters Score -470350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -470349.312500 Penalty: 3983.244629
	Iteration 41Q: 3 clusters Score -470349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -470349.968750 Penalty: 3983.244629
	Iteration 42Q: 3 clusters Score -470350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -470351.437500 Penalty: 3983.244629
	Iteration 43Q: 3 clusters Score -470351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -470353.031250 Penalty: 3983.244629
	Iteration 44Q: 3 clusters Score -470353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -470353.031250 Penalty: 3983.244629
	Iteration 45F: 3 clusters Score -470353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Entering Unmasked Estep 
Score: -3563268.250000 Penalty: 2499.850586
	Iteration 0F: 2 clusters Score -3563268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3546767.500000 Penalty: 4999.701172
	Iteration 0F: 3 clusters Score -3546768 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3552941.250000 Penalty: 4999.701172
	Iteration 1F: 3 clusters Score -3552941 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3553636.250000 Penalty: 4999.701172
	Iteration 2F: 3 clusters Score -3553636 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3554429.750000 Penalty: 4999.701172
	Iteration 3F: 3 clusters Score -3554430 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3555168.000000 Penalty: 4999.701172
	Iteration 4F: 3 clusters Score -3555168 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3555823.500000 Penalty: 4999.701172
	Iteration 5F: 3 clusters Score -3555824 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3556348.500000 Penalty: 4999.701172
	Iteration 6Q: 3 clusters Score -3556348 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3556796.750000 Penalty: 4999.701172
	Iteration 7Q: 3 clusters Score -3556797 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3557160.500000 Penalty: 4999.701172
	Iteration 8Q: 3 clusters Score -3557160 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3557404.000000 Penalty: 4999.701172
	Iteration 9Q: 3 clusters Score -3557404 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3557625.000000 Penalty: 4999.701172
	Iteration 10Q: 3 clusters Score -3557625 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3557791.250000 Penalty: 4999.701172
	Iteration 11Q: 3 clusters Score -3557791 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3557950.000000 Penalty: 4999.701172
	Iteration 12Q: 3 clusters Score -3557950 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3558079.750000 Penalty: 4999.701172
	Iteration 13Q: 3 clusters Score -3558080 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3558222.750000 Penalty: 4999.701172
	Iteration 14Q: 3 clusters Score -3558223 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3558355.000000 Penalty: 4999.701172
	Iteration 15Q: 3 clusters Score -3558355 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3558513.000000 Penalty: 4999.701172
	Iteration 16Q: 3 clusters Score -3558513 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3558655.000000 Penalty: 4999.701172
	Iteration 17Q: 3 clusters Score -3558655 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3558798.000000 Penalty: 4999.701172
	Iteration 18Q: 3 clusters Score -3558798 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3558953.250000 Penalty: 4999.701172
	Iteration 19Q: 3 clusters Score -3558953 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3559136.750000 Penalty: 4999.701172
	Iteration 20F: 3 clusters Score -3559137 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3559326.250000 Penalty: 4999.701172
	Iteration 21Q: 3 clusters Score -3559326 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3559505.500000 Penalty: 4999.701172
	Iteration 22Q: 3 clusters Score -3559506 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3559700.000000 Penalty: 4999.701172
	Iteration 23Q: 3 clusters Score -3559700 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3559878.750000 Penalty: 4999.701172
	Iteration 24Q: 3 clusters Score -3559879 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3560083.250000 Penalty: 4999.701172
	Iteration 25Q: 3 clusters Score -3560083 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3560264.750000 Penalty: 4999.701172
	Iteration 26Q: 3 clusters Score -3560265 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3560448.000000 Penalty: 4999.701172
	Iteration 27Q: 3 clusters Score -3560448 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3560608.750000 Penalty: 4999.701172
	Iteration 28Q: 3 clusters Score -3560609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3560746.500000 Penalty: 4999.701172
	Iteration 29Q: 3 clusters Score -3560746 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3560866.500000 Penalty: 4999.701172
	Iteration 30Q: 3 clusters Score -3560866 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3560954.750000 Penalty: 4999.701172
	Iteration 31Q: 3 clusters Score -3560955 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3561014.000000 Penalty: 4999.701172
	Iteration 32Q: 3 clusters Score -3561014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3561074.500000 Penalty: 4999.701172
	Iteration 33Q: 3 clusters Score -3561074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3561140.500000 Penalty: 4999.701172
	Iteration 34Q: 3 clusters Score -3561140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3561176.500000 Penalty: 4999.701172
	Iteration 35Q: 3 clusters Score -3561176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3561196.250000 Penalty: 4999.701172
	Iteration 36Q: 3 clusters Score -3561196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3561213.250000 Penalty: 4999.701172
	Iteration 37Q: 3 clusters Score -3561213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3561233.500000 Penalty: 4999.701172
	Iteration 38Q: 3 clusters Score -3561234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3561260.000000 Penalty: 4999.701172
	Iteration 39Q: 3 clusters Score -3561260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3561282.000000 Penalty: 4999.701172
	Iteration 40F: 3 clusters Score -3561282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3561303.500000 Penalty: 4999.701172
	Iteration 41Q: 3 clusters Score -3561304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3561320.500000 Penalty: 4999.701172
	Iteration 42Q: 3 clusters Score -3561320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3561327.750000 Penalty: 4999.701172
	Iteration 43Q: 3 clusters Score -3561328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3561342.500000 Penalty: 4999.701172
	Iteration 44Q: 3 clusters Score -3561342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3561351.750000 Penalty: 4999.701172
	Iteration 45Q: 3 clusters Score -3561352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3561357.750000 Penalty: 4999.701172
	Iteration 46Q: 3 clusters Score -3561358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3561363.000000 Penalty: 4999.701172
	Iteration 47Q: 3 clusters Score -3561363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3561367.250000 Penalty: 4999.701172
	Iteration 48Q: 3 clusters Score -3561367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3561370.750000 Penalty: 4999.701172
	Iteration 49Q: 3 clusters Score -3561371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3561378.750000 Penalty: 4999.701172
	Iteration 50Q: 3 clusters Score -3561379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3561384.500000 Penalty: 4999.701172
	Iteration 51Q: 3 clusters Score -3561384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3561388.000000 Penalty: 4999.701172
	Iteration 52Q: 3 clusters Score -3561388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3561388.000000 Penalty: 4999.701172
	Iteration 53Q: 3 clusters Score -3561388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3561387.750000 Penalty: 4999.701172
	Iteration 54Q: 3 clusters Score -3561388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3561388.750000 Penalty: 4999.701172
	Iteration 55Q: 3 clusters Score -3561389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3561388.000000 Penalty: 4999.701172
	Iteration 56Q: 3 clusters Score -3561388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3561389.750000 Penalty: 4999.701172
	Iteration 57Q: 3 clusters Score -3561390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3561389.750000 Penalty: 4999.701172
	Iteration 58Q: 3 clusters Score -3561390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3561389.750000 Penalty: 4999.701172
	Iteration 59F: 3 clusters Score -3561390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Entering Unmasked Estep 
Score: -1659807.125000 Penalty: 2293.580811
	Iteration 0F: 2 clusters Score -1659807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1651896.125000 Penalty: 4587.161621
	Iteration 0F: 3 clusters Score -1651896 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1654195.250000 Penalty: 4587.161621
	Iteration 1F: 3 clusters Score -1654195 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1654476.875000 Penalty: 4587.161621
	Iteration 2F: 3 clusters Score -1654477 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1654691.625000 Penalty: 4587.161621
	Iteration 3Q: 3 clusters Score -1654692 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1654859.375000 Penalty: 4587.161621
	Iteration 4Q: 3 clusters Score -1654859 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1655005.625000 Penalty: 4587.161621
	Iteration 5Q: 3 clusters Score -1655006 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1655155.750000 Penalty: 4587.161621
	Iteration 6Q: 3 clusters Score -1655156 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1655337.875000 Penalty: 4587.161621
	Iteration 7Q: 3 clusters Score -1655338 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1655571.750000 Penalty: 4587.161621
	Iteration 8Q: 3 clusters Score -1655572 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1655836.875000 Penalty: 4587.161621
	Iteration 9Q: 3 clusters Score -1655837 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1656142.375000 Penalty: 4587.161621
	Iteration 10Q: 3 clusters Score -1656142 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1656506.375000 Penalty: 4587.161621
	Iteration 11Q: 3 clusters Score -1656506 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1656850.125000 Penalty: 4587.161621
	Iteration 12Q: 3 clusters Score -1656850 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1657166.375000 Penalty: 4587.161621
	Iteration 13Q: 3 clusters Score -1657166 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1657422.625000 Penalty: 4587.161621
	Iteration 14Q: 3 clusters Score -1657423 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1657589.500000 Penalty: 4587.161621
	Iteration 15Q: 3 clusters Score -1657590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1657720.125000 Penalty: 4587.161621
	Iteration 16Q: 3 clusters Score -1657720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1657836.125000 Penalty: 4587.161621
	Iteration 17Q: 3 clusters Score -1657836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1657912.875000 Penalty: 4587.161621
	Iteration 18Q: 3 clusters Score -1657913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1657968.250000 Penalty: 4587.161621
	Iteration 19Q: 3 clusters Score -1657968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1658008.875000 Penalty: 4587.161621
	Iteration 20F: 3 clusters Score -1658009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1658043.375000 Penalty: 4587.161621
	Iteration 21Q: 3 clusters Score -1658043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1658072.250000 Penalty: 4587.161621
	Iteration 22Q: 3 clusters Score -1658072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1658103.500000 Penalty: 4587.161621
	Iteration 23Q: 3 clusters Score -1658104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1658125.000000 Penalty: 4587.161621
	Iteration 24Q: 3 clusters Score -1658125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1658135.250000 Penalty: 4587.161621
	Iteration 25Q: 3 clusters Score -1658135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1658142.000000 Penalty: 4587.161621
	Iteration 26Q: 3 clusters Score -1658142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1658147.125000 Penalty: 4587.161621
	Iteration 27Q: 3 clusters Score -1658147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1658154.375000 Penalty: 4587.161621
	Iteration 28Q: 3 clusters Score -1658154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1658159.500000 Penalty: 4587.161621
	Iteration 29Q: 3 clusters Score -1658160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1658163.375000 Penalty: 4587.161621
	Iteration 30Q: 3 clusters Score -1658163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1658164.000000 Penalty: 4587.161621
	Iteration 31Q: 3 clusters Score -1658164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1658165.250000 Penalty: 4587.161621
	Iteration 32Q: 3 clusters Score -1658165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1658170.750000 Penalty: 4587.161621
	Iteration 33Q: 3 clusters Score -1658171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1658174.000000 Penalty: 4587.161621
	Iteration 34Q: 3 clusters Score -1658174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1658175.375000 Penalty: 4587.161621
	Iteration 35Q: 3 clusters Score -1658175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1658176.500000 Penalty: 4587.161621
	Iteration 36Q: 3 clusters Score -1658176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1658176.500000 Penalty: 4587.161621
	Iteration 37F: 3 clusters Score -1658176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -925548.437500 Penalty: 2161.985107
	Iteration 0F: 2 clusters Score -925548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -920423.625000 Penalty: 4323.970215
	Iteration 0F: 3 clusters Score -920423.6 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -921890.312500 Penalty: 4323.970215
	Iteration 1F: 3 clusters Score -921890.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -922236.937500 Penalty: 4323.970215
	Iteration 2F: 3 clusters Score -922236.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -922470.312500 Penalty: 4323.970215
	Iteration 3F: 3 clusters Score -922470.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -922650.687500 Penalty: 4323.970215
	Iteration 4Q: 3 clusters Score -922650.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -922798.250000 Penalty: 4323.970215
	Iteration 5Q: 3 clusters Score -922798.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -922923.125000 Penalty: 4323.970215
	Iteration 6Q: 3 clusters Score -922923.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -923007.250000 Penalty: 4323.970215
	Iteration 7Q: 3 clusters Score -923007.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -923065.500000 Penalty: 4323.970215
	Iteration 8Q: 3 clusters Score -923065.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -923112.187500 Penalty: 4323.970215
	Iteration 9Q: 3 clusters Score -923112.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -923158.812500 Penalty: 4323.970215
	Iteration 10Q: 3 clusters Score -923158.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -923209.500000 Penalty: 4323.970215
	Iteration 11Q: 3 clusters Score -923209.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -923259.562500 Penalty: 4323.970215
	Iteration 12Q: 3 clusters Score -923259.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -923296.437500 Penalty: 4323.970215
	Iteration 13Q: 3 clusters Score -923296.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -923325.937500 Penalty: 4323.970215
	Iteration 14Q: 3 clusters Score -923325.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -923346.625000 Penalty: 4323.970215
	Iteration 15Q: 3 clusters Score -923346.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -923367.250000 Penalty: 4323.970215
	Iteration 16Q: 3 clusters Score -923367.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -923392.312500 Penalty: 4323.970215
	Iteration 17Q: 3 clusters Score -923392.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -923415.187500 Penalty: 4323.970215
	Iteration 18Q: 3 clusters Score -923415.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -923426.937500 Penalty: 4323.970215
	Iteration 19Q: 3 clusters Score -923426.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -923438.062500 Penalty: 4323.970215
	Iteration 20F: 3 clusters Score -923438.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -923445.000000 Penalty: 4323.970215
	Iteration 21Q: 3 clusters Score -923445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -923461.687500 Penalty: 4323.970215
	Iteration 22Q: 3 clusters Score -923461.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -923476.562500 Penalty: 4323.970215
	Iteration 23Q: 3 clusters Score -923476.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -923495.937500 Penalty: 4323.970215
	Iteration 24Q: 3 clusters Score -923495.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -923514.937500 Penalty: 4323.970215
	Iteration 25Q: 3 clusters Score -923514.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -923533.875000 Penalty: 4323.970215
	Iteration 26Q: 3 clusters Score -923533.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -923553.125000 Penalty: 4323.970215
	Iteration 27Q: 3 clusters Score -923553.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -923569.750000 Penalty: 4323.970215
	Iteration 28Q: 3 clusters Score -923569.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -923588.062500 Penalty: 4323.970215
	Iteration 29Q: 3 clusters Score -923588.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -923618.437500 Penalty: 4323.970215
	Iteration 30Q: 3 clusters Score -923618.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -923644.312500 Penalty: 4323.970215
	Iteration 31Q: 3 clusters Score -923644.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -923663.875000 Penalty: 4323.970215
	Iteration 32Q: 3 clusters Score -923663.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -923680.062500 Penalty: 4323.970215
	Iteration 33Q: 3 clusters Score -923680.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -923700.500000 Penalty: 4323.970215
	Iteration 34Q: 3 clusters Score -923700.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -923721.875000 Penalty: 4323.970215
	Iteration 35Q: 3 clusters Score -923721.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -923742.375000 Penalty: 4323.970215
	Iteration 36Q: 3 clusters Score -923742.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -923756.562500 Penalty: 4323.970215
	Iteration 37Q: 3 clusters Score -923756.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -923768.562500 Penalty: 4323.970215
	Iteration 38Q: 3 clusters Score -923768.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -923782.500000 Penalty: 4323.970215
	Iteration 39Q: 3 clusters Score -923782.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -923797.937500 Penalty: 4323.970215
	Iteration 40F: 3 clusters Score -923797.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -923810.625000 Penalty: 4323.970215
	Iteration 41Q: 3 clusters Score -923810.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -923825.812500 Penalty: 4323.970215
	Iteration 42Q: 3 clusters Score -923825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -923837.312500 Penalty: 4323.970215
	Iteration 43Q: 3 clusters Score -923837.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -923847.812500 Penalty: 4323.970215
	Iteration 44Q: 3 clusters Score -923847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -923861.812500 Penalty: 4323.970215
	Iteration 45Q: 3 clusters Score -923861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -923870.500000 Penalty: 4323.970215
	Iteration 46Q: 3 clusters Score -923870.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -923884.187500 Penalty: 4323.970215
	Iteration 47Q: 3 clusters Score -923884.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -923899.562500 Penalty: 4323.970215
	Iteration 48Q: 3 clusters Score -923899.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -923921.375000 Penalty: 4323.970215
	Iteration 49Q: 3 clusters Score -923921.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -923940.500000 Penalty: 4323.970215
	Iteration 50Q: 3 clusters Score -923940.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -923951.562500 Penalty: 4323.970215
	Iteration 51Q: 3 clusters Score -923951.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -923959.375000 Penalty: 4323.970215
	Iteration 52Q: 3 clusters Score -923959.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -923966.750000 Penalty: 4323.970215
	Iteration 53Q: 3 clusters Score -923966.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -923976.687500 Penalty: 4323.970215
	Iteration 54Q: 3 clusters Score -923976.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -923982.750000 Penalty: 4323.970215
	Iteration 55Q: 3 clusters Score -923982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -923985.687500 Penalty: 4323.970215
	Iteration 56Q: 3 clusters Score -923985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -923986.937500 Penalty: 4323.970215
	Iteration 57Q: 3 clusters Score -923986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -923992.687500 Penalty: 4323.970215
	Iteration 58Q: 3 clusters Score -923992.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -923996.500000 Penalty: 4323.970215
	Iteration 59Q: 3 clusters Score -923996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -923998.187500 Penalty: 4323.970215
	Iteration 60F: 3 clusters Score -923998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -923998.000000 Penalty: 4323.970215
	Iteration 61Q: 3 clusters Score -923998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -923999.625000 Penalty: 4323.970215
	Iteration 62Q: 3 clusters Score -923999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -924000.625000 Penalty: 4323.970215
	Iteration 63Q: 3 clusters Score -924000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -924003.125000 Penalty: 4323.970215
	Iteration 64Q: 3 clusters Score -924003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -924005.375000 Penalty: 4323.970215
	Iteration 65Q: 3 clusters Score -924005.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -924007.250000 Penalty: 4323.970215
	Iteration 66Q: 3 clusters Score -924007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -924007.250000 Penalty: 4323.970215
	Iteration 67Q: 3 clusters Score -924007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -924007.625000 Penalty: 4323.970215
	Iteration 68Q: 3 clusters Score -924007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -924008.437500 Penalty: 4323.970215
	Iteration 69Q: 3 clusters Score -924008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -924008.437500 Penalty: 4323.970215
	Iteration 70F: 3 clusters Score -924008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Entering Unmasked Estep 
Score: -6621719.500000 Penalty: 2645.202148
	Iteration 0F: 2 clusters Score -6621720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -6592839.000000 Penalty: 5290.404297
	Iteration 0F: 3 clusters Score -6592839 nChanged 19675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6603541.000000 Penalty: 5290.404297
	Iteration 1F: 3 clusters Score -6603541 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6604035.500000 Penalty: 5290.404297
	Iteration 2Q: 3 clusters Score -6604036 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -6604416.500000 Penalty: 5290.404297
	Iteration 3Q: 3 clusters Score -6604416 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -6604850.500000 Penalty: 5290.404297
	Iteration 4Q: 3 clusters Score -6604850 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -6605367.000000 Penalty: 5290.404297
	Iteration 5Q: 3 clusters Score -6605367 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -6605906.500000 Penalty: 5290.404297
	Iteration 6Q: 3 clusters Score -6605906 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -6606611.500000 Penalty: 5290.404297
	Iteration 7Q: 3 clusters Score -6606612 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -6607594.500000 Penalty: 5290.404297
	Iteration 8Q: 3 clusters Score -6607594 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -6608849.000000 Penalty: 5290.404297
	Iteration 9F: 3 clusters Score -6608849 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -6610231.500000 Penalty: 5290.404297
	Iteration 10F: 3 clusters Score -6610232 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -6611554.000000 Penalty: 5290.404297
	Iteration 11F: 3 clusters Score -6611554 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -6612774.500000 Penalty: 5290.404297
	Iteration 12F: 3 clusters Score -6612774 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -6613702.000000 Penalty: 5290.404297
	Iteration 13Q: 3 clusters Score -6613702 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -6614278.500000 Penalty: 5290.404297
	Iteration 14Q: 3 clusters Score -6614278 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6614685.000000 Penalty: 5290.404297
	Iteration 15Q: 3 clusters Score -6614685 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -6615022.500000 Penalty: 5290.404297
	Iteration 16Q: 3 clusters Score -6615022 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -6615293.500000 Penalty: 5290.404297
	Iteration 17Q: 3 clusters Score -6615294 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -6615516.000000 Penalty: 5290.404297
	Iteration 18Q: 3 clusters Score -6615516 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -6615804.000000 Penalty: 5290.404297
	Iteration 19Q: 3 clusters Score -6615804 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -6616137.000000 Penalty: 5290.404297
	Iteration 20F: 3 clusters Score -6616137 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -6616492.500000 Penalty: 5290.404297
	Iteration 21Q: 3 clusters Score -6616492 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6616861.500000 Penalty: 5290.404297
	Iteration 22Q: 3 clusters Score -6616862 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -6617219.000000 Penalty: 5290.404297
	Iteration 23Q: 3 clusters Score -6617219 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -6617666.500000 Penalty: 5290.404297
	Iteration 24Q: 3 clusters Score -6617666 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -6618136.500000 Penalty: 5290.404297
	Iteration 25Q: 3 clusters Score -6618136 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6618543.000000 Penalty: 5290.404297
	Iteration 26Q: 3 clusters Score -6618543 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -6618854.500000 Penalty: 5290.404297
	Iteration 27Q: 3 clusters Score -6618854 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -6619127.000000 Penalty: 5290.404297
	Iteration 28Q: 3 clusters Score -6619127 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6619333.000000 Penalty: 5290.404297
	Iteration 29Q: 3 clusters Score -6619333 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -6619511.000000 Penalty: 5290.404297
	Iteration 30Q: 3 clusters Score -6619511 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6619683.500000 Penalty: 5290.404297
	Iteration 31Q: 3 clusters Score -6619684 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6619788.000000 Penalty: 5290.404297
	Iteration 32Q: 3 clusters Score -6619788 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -6619856.000000 Penalty: 5290.404297
	Iteration 33Q: 3 clusters Score -6619856 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6619922.500000 Penalty: 5290.404297
	Iteration 34Q: 3 clusters Score -6619922 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6619974.000000 Penalty: 5290.404297
	Iteration 35Q: 3 clusters Score -6619974 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6619993.000000 Penalty: 5290.404297
	Iteration 36Q: 3 clusters Score -6619993 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6620013.000000 Penalty: 5290.404297
	Iteration 37Q: 3 clusters Score -6620013 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6620042.000000 Penalty: 5290.404297
	Iteration 38Q: 3 clusters Score -6620042 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6620054.000000 Penalty: 5290.404297
	Iteration 39Q: 3 clusters Score -6620054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -6620073.000000 Penalty: 5290.404297
	Iteration 40F: 3 clusters Score -6620073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6620090.000000 Penalty: 5290.404297
	Iteration 41Q: 3 clusters Score -6620090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6620097.000000 Penalty: 5290.404297
	Iteration 42Q: 3 clusters Score -6620097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6620094.500000 Penalty: 5290.404297
	Iteration 43Q: 3 clusters Score -6620094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6620106.500000 Penalty: 5290.404297
	Iteration 44Q: 3 clusters Score -6620106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6620124.500000 Penalty: 5290.404297
	Iteration 45Q: 3 clusters Score -6620124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6620134.500000 Penalty: 5290.404297
	Iteration 46Q: 3 clusters Score -6620134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6620140.500000 Penalty: 5290.404297
	Iteration 47Q: 3 clusters Score -6620140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6620148.000000 Penalty: 5290.404297
	Iteration 48Q: 3 clusters Score -6620148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6620160.500000 Penalty: 5290.404297
	Iteration 49Q: 3 clusters Score -6620160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6620163.000000 Penalty: 5290.404297
	Iteration 50Q: 3 clusters Score -6620163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6620167.000000 Penalty: 5290.404297
	Iteration 51Q: 3 clusters Score -6620167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6620163.500000 Penalty: 5290.404297
	Iteration 52Q: 3 clusters Score -6620164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6620168.000000 Penalty: 5290.404297
	Iteration 53Q: 3 clusters Score -6620168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6620156.500000 Penalty: 5290.404297
	Iteration 54Q: 3 clusters Score -6620156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6620157.000000 Penalty: 5290.404297
	Iteration 55Q: 3 clusters Score -6620157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6620171.000000 Penalty: 5290.404297
	Iteration 56Q: 3 clusters Score -6620171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6620175.000000 Penalty: 5290.404297
	Iteration 57Q: 3 clusters Score -6620175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6620173.500000 Penalty: 5290.404297
	Iteration 58Q: 3 clusters Score -6620174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6620162.500000 Penalty: 5290.404297
	Iteration 59Q: 3 clusters Score -6620162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6620161.500000 Penalty: 5290.404297
	Iteration 60F: 3 clusters Score -6620162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6620165.000000 Penalty: 5290.404297
	Iteration 61Q: 3 clusters Score -6620165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6620171.500000 Penalty: 5290.404297
	Iteration 62Q: 3 clusters Score -6620172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6620175.000000 Penalty: 5290.404297
	Iteration 63Q: 3 clusters Score -6620175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6620175.000000 Penalty: 5290.404297
	Iteration 64Q: 3 clusters Score -6620175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6620172.000000 Penalty: 5290.404297
	Iteration 65Q: 3 clusters Score -6620172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6620176.000000 Penalty: 5290.404297
	Iteration 66Q: 3 clusters Score -6620176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6620170.500000 Penalty: 5290.404297
	Iteration 67Q: 3 clusters Score -6620170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6620175.500000 Penalty: 5290.404297
	Iteration 68Q: 3 clusters Score -6620176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6620177.500000 Penalty: 5290.404297
	Iteration 69Q: 3 clusters Score -6620178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -6620185.500000 Penalty: 5290.404297
	Iteration 70Q: 3 clusters Score -6620186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6620182.500000 Penalty: 5290.404297
	Iteration 71Q: 3 clusters Score -6620182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6620182.500000 Penalty: 5290.404297
	Iteration 72Q: 3 clusters Score -6620182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6620182.500000 Penalty: 5290.404297
	Iteration 73Q: 3 clusters Score -6620182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6620185.500000 Penalty: 5290.404297
	Iteration 74Q: 3 clusters Score -6620186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6620181.000000 Penalty: 5290.404297
	Iteration 75Q: 3 clusters Score -6620181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6620176.000000 Penalty: 5290.404297
	Iteration 76Q: 3 clusters Score -6620176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6620176.000000 Penalty: 5290.404297
	Iteration 77F: 3 clusters Score -6620176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -1289373.250000 Penalty: 2262.215576
	Iteration 0F: 2 clusters Score -1289373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1282200.250000 Penalty: 4524.431152
	Iteration 0F: 3 clusters Score -1282200 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1284560.500000 Penalty: 4524.431152
	Iteration 1F: 3 clusters Score -1284560 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1285164.250000 Penalty: 4524.431152
	Iteration 2F: 3 clusters Score -1285164 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1285748.500000 Penalty: 4524.431152
	Iteration 3F: 3 clusters Score -1285748 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1286322.250000 Penalty: 4524.431152
	Iteration 4F: 3 clusters Score -1286322 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1286890.000000 Penalty: 4524.431152
	Iteration 5F: 3 clusters Score -1286890 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1287348.125000 Penalty: 4524.431152
	Iteration 6F: 3 clusters Score -1287348 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1287654.375000 Penalty: 4524.431152
	Iteration 7Q: 3 clusters Score -1287654 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1287851.250000 Penalty: 4524.431152
	Iteration 8Q: 3 clusters Score -1287851 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1287983.625000 Penalty: 4524.431152
	Iteration 9Q: 3 clusters Score -1287984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1288064.250000 Penalty: 4524.431152
	Iteration 10Q: 3 clusters Score -1288064 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1288126.625000 Penalty: 4524.431152
	Iteration 11Q: 3 clusters Score -1288127 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1288169.750000 Penalty: 4524.431152
	Iteration 12Q: 3 clusters Score -1288170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1288205.125000 Penalty: 4524.431152
	Iteration 13Q: 3 clusters Score -1288205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1288225.750000 Penalty: 4524.431152
	Iteration 14Q: 3 clusters Score -1288226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1288246.875000 Penalty: 4524.431152
	Iteration 15Q: 3 clusters Score -1288247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1288262.875000 Penalty: 4524.431152
	Iteration 16Q: 3 clusters Score -1288263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1288276.750000 Penalty: 4524.431152
	Iteration 17Q: 3 clusters Score -1288277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1288283.250000 Penalty: 4524.431152
	Iteration 18Q: 3 clusters Score -1288283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1288298.375000 Penalty: 4524.431152
	Iteration 19Q: 3 clusters Score -1288298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1288312.125000 Penalty: 4524.431152
	Iteration 20F: 3 clusters Score -1288312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1288325.250000 Penalty: 4524.431152
	Iteration 21Q: 3 clusters Score -1288325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1288328.250000 Penalty: 4524.431152
	Iteration 22Q: 3 clusters Score -1288328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1288336.750000 Penalty: 4524.431152
	Iteration 23Q: 3 clusters Score -1288337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1288349.250000 Penalty: 4524.431152
	Iteration 24Q: 3 clusters Score -1288349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1288363.250000 Penalty: 4524.431152
	Iteration 25Q: 3 clusters Score -1288363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1288375.625000 Penalty: 4524.431152
	Iteration 26Q: 3 clusters Score -1288376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1288385.875000 Penalty: 4524.431152
	Iteration 27Q: 3 clusters Score -1288386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1288392.875000 Penalty: 4524.431152
	Iteration 28Q: 3 clusters Score -1288393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1288401.625000 Penalty: 4524.431152
	Iteration 29Q: 3 clusters Score -1288402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1288407.750000 Penalty: 4524.431152
	Iteration 30Q: 3 clusters Score -1288408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1288413.500000 Penalty: 4524.431152
	Iteration 31Q: 3 clusters Score -1288414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1288417.375000 Penalty: 4524.431152
	Iteration 32Q: 3 clusters Score -1288417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1288419.750000 Penalty: 4524.431152
	Iteration 33Q: 3 clusters Score -1288420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1288421.125000 Penalty: 4524.431152
	Iteration 34Q: 3 clusters Score -1288421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1288421.750000 Penalty: 4524.431152
	Iteration 35Q: 3 clusters Score -1288422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1288423.000000 Penalty: 4524.431152
	Iteration 36Q: 3 clusters Score -1288423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1288424.125000 Penalty: 4524.431152
	Iteration 37Q: 3 clusters Score -1288424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1288424.125000 Penalty: 4524.431152
	Iteration 38F: 3 clusters Score -1288424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Entering Unmasked Estep 
Score: -295635.406250 Penalty: 1881.149658
	Iteration 0F: 2 clusters Score -295635.4 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 996 members 
Entering Unmasked Estep 
Score: -293049.750000 Penalty: 3762.299316
	Iteration 0F: 3 clusters Score -293049.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -293561.406250 Penalty: 3762.299316
	Iteration 1F: 3 clusters Score -293561.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -293713.281250 Penalty: 3762.299316
	Iteration 2F: 3 clusters Score -293713.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -293797.812500 Penalty: 3762.299316
	Iteration 3Q: 3 clusters Score -293797.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -293847.968750 Penalty: 3762.299316
	Iteration 4Q: 3 clusters Score -293848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -293882.125000 Penalty: 3762.299316
	Iteration 5Q: 3 clusters Score -293882.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -293895.125000 Penalty: 3762.299316
	Iteration 6Q: 3 clusters Score -293895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -293907.687500 Penalty: 3762.299316
	Iteration 7Q: 3 clusters Score -293907.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -293917.468750 Penalty: 3762.299316
	Iteration 8Q: 3 clusters Score -293917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -293924.218750 Penalty: 3762.299316
	Iteration 9Q: 3 clusters Score -293924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -293928.312500 Penalty: 3762.299316
	Iteration 10Q: 3 clusters Score -293928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -293931.812500 Penalty: 3762.299316
	Iteration 11Q: 3 clusters Score -293931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -293937.656250 Penalty: 3762.299316
	Iteration 12Q: 3 clusters Score -293937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -293941.843750 Penalty: 3762.299316
	Iteration 13Q: 3 clusters Score -293941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -293943.875000 Penalty: 3762.299316
	Iteration 14Q: 3 clusters Score -293943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -293948.031250 Penalty: 3762.299316
	Iteration 15Q: 3 clusters Score -293948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -293952.500000 Penalty: 3762.299316
	Iteration 16Q: 3 clusters Score -293952.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -293959.562500 Penalty: 3762.299316
	Iteration 17Q: 3 clusters Score -293959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -293965.187500 Penalty: 3762.299316
	Iteration 18Q: 3 clusters Score -293965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293968.906250 Penalty: 3762.299316
	Iteration 19Q: 3 clusters Score -293968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -293973.250000 Penalty: 3762.299316
	Iteration 20F: 3 clusters Score -293973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -293975.000000 Penalty: 3762.299316
	Iteration 21Q: 3 clusters Score -293975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -293976.500000 Penalty: 3762.299316
	Iteration 22Q: 3 clusters Score -293976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -293981.843750 Penalty: 3762.299316
	Iteration 23Q: 3 clusters Score -293981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -293988.656250 Penalty: 3762.299316
	Iteration 24Q: 3 clusters Score -293988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -293992.562500 Penalty: 3762.299316
	Iteration 25Q: 3 clusters Score -293992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -293995.687500 Penalty: 3762.299316
	Iteration 26Q: 3 clusters Score -293995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -294001.187500 Penalty: 3762.299316
	Iteration 27Q: 3 clusters Score -294001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -294009.406250 Penalty: 3762.299316
	Iteration 28Q: 3 clusters Score -294009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -294016.843750 Penalty: 3762.299316
	Iteration 29Q: 3 clusters Score -294016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -294028.031250 Penalty: 3762.299316
	Iteration 30Q: 3 clusters Score -294028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -294041.625000 Penalty: 3762.299316
	Iteration 31Q: 3 clusters Score -294041.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -294054.812500 Penalty: 3762.299316
	Iteration 32Q: 3 clusters Score -294054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -294071.281250 Penalty: 3762.299316
	Iteration 33Q: 3 clusters Score -294071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -294080.531250 Penalty: 3762.299316
	Iteration 34Q: 3 clusters Score -294080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -294086.750000 Penalty: 3762.299316
	Iteration 35Q: 3 clusters Score -294086.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -294092.687500 Penalty: 3762.299316
	Iteration 36Q: 3 clusters Score -294092.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -294100.093750 Penalty: 3762.299316
	Iteration 37Q: 3 clusters Score -294100.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -294106.562500 Penalty: 3762.299316
	Iteration 38Q: 3 clusters Score -294106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -294114.562500 Penalty: 3762.299316
	Iteration 39Q: 3 clusters Score -294114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -294123.937500 Penalty: 3762.299316
	Iteration 40F: 3 clusters Score -294123.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -294134.312500 Penalty: 3762.299316
	Iteration 41Q: 3 clusters Score -294134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -294137.343750 Penalty: 3762.299316
	Iteration 42Q: 3 clusters Score -294137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -294138.531250 Penalty: 3762.299316
	Iteration 43Q: 3 clusters Score -294138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -294139.218750 Penalty: 3762.299316
	Iteration 44Q: 3 clusters Score -294139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -294139.218750 Penalty: 3762.299316
	Iteration 45F: 3 clusters Score -294139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -1219450.500000 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -1219450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1213171.625000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -1213172 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1214951.125000 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -1214951 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1215433.000000 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -1215433 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1216131.375000 Penalty: 4446.806152
	Iteration 3F: 3 clusters Score -1216131 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1217022.750000 Penalty: 4446.806152
	Iteration 4F: 3 clusters Score -1217023 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1217820.000000 Penalty: 4446.806152
	Iteration 5F: 3 clusters Score -1217820 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1218244.125000 Penalty: 4446.806152
	Iteration 6F: 3 clusters Score -1218244 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1218449.750000 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -1218450 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1218559.375000 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -1218559 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1218637.750000 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -1218638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1218718.250000 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -1218718 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1218803.625000 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -1218804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1218873.625000 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -1218874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1218925.625000 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -1218926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1218957.125000 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -1218957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1218971.875000 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -1218972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1218989.125000 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -1218989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1218993.875000 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -1218994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1218998.750000 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -1218999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1219006.625000 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -1219007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1219009.250000 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -1219009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1219016.750000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -1219017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1219023.625000 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -1219024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1219026.250000 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -1219026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1219032.875000 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -1219033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1219036.625000 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -1219037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1219044.750000 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -1219045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1219045.625000 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -1219046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1219051.875000 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -1219052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1219051.875000 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -1219052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1219052.375000 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -1219052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1219050.375000 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -1219050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1219053.875000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -1219054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1219056.125000 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -1219056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1219058.125000 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -1219058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1219058.375000 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -1219058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1219058.375000 Penalty: 4446.806152
	Iteration 36Q: 3 clusters Score -1219058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1219059.125000 Penalty: 4446.806152
	Iteration 37Q: 3 clusters Score -1219059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1219058.875000 Penalty: 4446.806152
	Iteration 38Q: 3 clusters Score -1219059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1219058.875000 Penalty: 4446.806152
	Iteration 39F: 3 clusters Score -1219059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -203273.078125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -203273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -201130.093750 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -201130.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -201477.484375 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -201477.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -201573.937500 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -201573.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -201621.062500 Penalty: 3572.150391
	Iteration 3Q: 3 clusters Score -201621.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -201651.578125 Penalty: 3572.150391
	Iteration 4Q: 3 clusters Score -201651.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -201681.687500 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -201681.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -201708.140625 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -201708.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -201729.484375 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -201729.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201740.687500 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -201740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -201753.031250 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -201753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -201760.625000 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -201760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201767.093750 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -201767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -201773.140625 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -201773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -201779.562500 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -201779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -201788.828125 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -201788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201793.375000 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -201793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201797.687500 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -201797.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201805.890625 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -201805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201812.875000 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -201812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -201819.390625 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -201819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -201824.765625 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -201824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201827.781250 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -201827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201834.093750 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -201834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201835.265625 Penalty: 3572.150391
	Iteration 23Q: 3 clusters Score -201835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201838.437500 Penalty: 3572.150391
	Iteration 24Q: 3 clusters Score -201838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201839.546875 Penalty: 3572.150391
	Iteration 25Q: 3 clusters Score -201839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201839.546875 Penalty: 3572.150391
	Iteration 26F: 3 clusters Score -201839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -809131.125000 Penalty: 2131.304443
	Iteration 0F: 2 clusters Score -809131.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -804320.625000 Penalty: 4262.608887
	Iteration 0F: 3 clusters Score -804320.6 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -805651.562500 Penalty: 4262.608887
	Iteration 1F: 3 clusters Score -805651.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -805877.000000 Penalty: 4262.608887
	Iteration 2F: 3 clusters Score -805877 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -805999.937500 Penalty: 4262.608887
	Iteration 3Q: 3 clusters Score -805999.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -806079.375000 Penalty: 4262.608887
	Iteration 4Q: 3 clusters Score -806079.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -806132.437500 Penalty: 4262.608887
	Iteration 5Q: 3 clusters Score -806132.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -806168.000000 Penalty: 4262.608887
	Iteration 6Q: 3 clusters Score -806168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -806206.750000 Penalty: 4262.608887
	Iteration 7Q: 3 clusters Score -806206.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -806240.687500 Penalty: 4262.608887
	Iteration 8Q: 3 clusters Score -806240.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -806277.687500 Penalty: 4262.608887
	Iteration 9Q: 3 clusters Score -806277.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -806317.875000 Penalty: 4262.608887
	Iteration 10Q: 3 clusters Score -806317.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -806362.437500 Penalty: 4262.608887
	Iteration 11Q: 3 clusters Score -806362.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -806424.062500 Penalty: 4262.608887
	Iteration 12Q: 3 clusters Score -806424.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -806487.000000 Penalty: 4262.608887
	Iteration 13Q: 3 clusters Score -806487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -806559.312500 Penalty: 4262.608887
	Iteration 14Q: 3 clusters Score -806559.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -806657.062500 Penalty: 4262.608887
	Iteration 15Q: 3 clusters Score -806657.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -806786.125000 Penalty: 4262.608887
	Iteration 16Q: 3 clusters Score -806786.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -806961.437500 Penalty: 4262.608887
	Iteration 17Q: 3 clusters Score -806961.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -807195.062500 Penalty: 4262.608887
	Iteration 18Q: 3 clusters Score -807195.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -807504.375000 Penalty: 4262.608887
	Iteration 19Q: 3 clusters Score -807504.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -807884.625000 Penalty: 4262.608887
	Iteration 20F: 3 clusters Score -807884.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -808335.937500 Penalty: 4262.608887
	Iteration 21Q: 3 clusters Score -808335.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -808876.500000 Penalty: 4262.608887
	Iteration 22F: 3 clusters Score -808876.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -809287.375000 Penalty: 4262.608887
	Iteration 23Q: 3 clusters Score -809287.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -809478.125000 Penalty: 4262.608887
	Iteration 24Q: 3 clusters Score -809478.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -809534.312500 Penalty: 4262.608887
	Iteration 25Q: 3 clusters Score -809534.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -809559.500000 Penalty: 4262.608887
	Iteration 26Q: 3 clusters Score -809559.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -809574.937500 Penalty: 4262.608887
	Iteration 27Q: 3 clusters Score -809574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -809583.562500 Penalty: 4262.608887
	Iteration 28Q: 3 clusters Score -809583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -809587.125000 Penalty: 4262.608887
	Iteration 29Q: 3 clusters Score -809587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -809587.125000 Penalty: 4262.608887
	Iteration 30Q: 3 clusters Score -809587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -809589.500000 Penalty: 4262.608887
	Iteration 31Q: 3 clusters Score -809589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -809589.937500 Penalty: 4262.608887
	Iteration 32Q: 3 clusters Score -809589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -809590.625000 Penalty: 4262.608887
	Iteration 33Q: 3 clusters Score -809590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -809590.625000 Penalty: 4262.608887
	Iteration 34F: 3 clusters Score -809590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104791 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23862 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 2396 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42173 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18747 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45556 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3274 members 
Mstep: Class 64 contains 55572 members 
Mstep: Class 65 contains 2554 members 
Mstep: Class 66 contains 3003 members 
Entering Unmasked Estep 
Score: -151881760.000000 Penalty: 226118.828125
Splitting cluster 42 changes total score from -151882784.000000 to -151881760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -46620.128906 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -46620.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45268.769531 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -45268.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45370.058594 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -45370.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45406.070312 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -45406.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45410.984375 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -45410.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45413.203125 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -45413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45413.203125 Penalty: 2854.848145
	Iteration 5F: 3 clusters Score -45413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Entering Unmasked Estep 
Score: -2277007.000000 Penalty: 2407.769775
	Iteration 0F: 2 clusters Score -2277007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2265183.500000 Penalty: 4815.539551
	Iteration 0F: 3 clusters Score -2265184 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2269745.000000 Penalty: 4815.539551
	Iteration 1F: 3 clusters Score -2269745 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2270826.000000 Penalty: 4815.539551
	Iteration 2F: 3 clusters Score -2270826 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2271813.500000 Penalty: 4815.539551
	Iteration 3F: 3 clusters Score -2271814 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2272572.000000 Penalty: 4815.539551
	Iteration 4F: 3 clusters Score -2272572 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2273101.500000 Penalty: 4815.539551
	Iteration 5F: 3 clusters Score -2273102 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2273479.750000 Penalty: 4815.539551
	Iteration 6Q: 3 clusters Score -2273480 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2273756.000000 Penalty: 4815.539551
	Iteration 7Q: 3 clusters Score -2273756 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2273941.250000 Penalty: 4815.539551
	Iteration 8Q: 3 clusters Score -2273941 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2274054.500000 Penalty: 4815.539551
	Iteration 9Q: 3 clusters Score -2274054 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2274141.250000 Penalty: 4815.539551
	Iteration 10Q: 3 clusters Score -2274141 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2274212.500000 Penalty: 4815.539551
	Iteration 11Q: 3 clusters Score -2274212 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2274280.000000 Penalty: 4815.539551
	Iteration 12Q: 3 clusters Score -2274280 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2274319.750000 Penalty: 4815.539551
	Iteration 13Q: 3 clusters Score -2274320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2274382.500000 Penalty: 4815.539551
	Iteration 14Q: 3 clusters Score -2274382 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2274416.250000 Penalty: 4815.539551
	Iteration 15Q: 3 clusters Score -2274416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2274466.750000 Penalty: 4815.539551
	Iteration 16Q: 3 clusters Score -2274467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2274489.250000 Penalty: 4815.539551
	Iteration 17Q: 3 clusters Score -2274489 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2274504.500000 Penalty: 4815.539551
	Iteration 18Q: 3 clusters Score -2274504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2274541.750000 Penalty: 4815.539551
	Iteration 19Q: 3 clusters Score -2274542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2274572.500000 Penalty: 4815.539551
	Iteration 20F: 3 clusters Score -2274572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2274590.250000 Penalty: 4815.539551
	Iteration 21Q: 3 clusters Score -2274590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2274597.750000 Penalty: 4815.539551
	Iteration 22Q: 3 clusters Score -2274598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2274612.500000 Penalty: 4815.539551
	Iteration 23Q: 3 clusters Score -2274612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2274627.250000 Penalty: 4815.539551
	Iteration 24Q: 3 clusters Score -2274627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2274640.250000 Penalty: 4815.539551
	Iteration 25Q: 3 clusters Score -2274640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2274650.250000 Penalty: 4815.539551
	Iteration 26Q: 3 clusters Score -2274650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2274652.750000 Penalty: 4815.539551
	Iteration 27Q: 3 clusters Score -2274653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2274665.000000 Penalty: 4815.539551
	Iteration 28Q: 3 clusters Score -2274665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2274672.250000 Penalty: 4815.539551
	Iteration 29Q: 3 clusters Score -2274672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2274678.250000 Penalty: 4815.539551
	Iteration 30Q: 3 clusters Score -2274678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2274684.250000 Penalty: 4815.539551
	Iteration 31Q: 3 clusters Score -2274684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2274695.750000 Penalty: 4815.539551
	Iteration 32Q: 3 clusters Score -2274696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2274699.750000 Penalty: 4815.539551
	Iteration 33Q: 3 clusters Score -2274700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2274707.250000 Penalty: 4815.539551
	Iteration 34Q: 3 clusters Score -2274707 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2274721.500000 Penalty: 4815.539551
	Iteration 35Q: 3 clusters Score -2274722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2274730.250000 Penalty: 4815.539551
	Iteration 36Q: 3 clusters Score -2274730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2274740.500000 Penalty: 4815.539551
	Iteration 37Q: 3 clusters Score -2274740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2274743.750000 Penalty: 4815.539551
	Iteration 38Q: 3 clusters Score -2274744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2274753.000000 Penalty: 4815.539551
	Iteration 39Q: 3 clusters Score -2274753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2274760.750000 Penalty: 4815.539551
	Iteration 40F: 3 clusters Score -2274761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2274768.500000 Penalty: 4815.539551
	Iteration 41Q: 3 clusters Score -2274768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2274788.250000 Penalty: 4815.539551
	Iteration 42Q: 3 clusters Score -2274788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2274803.000000 Penalty: 4815.539551
	Iteration 43Q: 3 clusters Score -2274803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2274813.250000 Penalty: 4815.539551
	Iteration 44Q: 3 clusters Score -2274813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2274827.250000 Penalty: 4815.539551
	Iteration 45Q: 3 clusters Score -2274827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2274840.250000 Penalty: 4815.539551
	Iteration 46Q: 3 clusters Score -2274840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2274850.500000 Penalty: 4815.539551
	Iteration 47Q: 3 clusters Score -2274850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2274871.000000 Penalty: 4815.539551
	Iteration 48Q: 3 clusters Score -2274871 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2274901.000000 Penalty: 4815.539551
	Iteration 49Q: 3 clusters Score -2274901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2274909.750000 Penalty: 4815.539551
	Iteration 50Q: 3 clusters Score -2274910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2274934.250000 Penalty: 4815.539551
	Iteration 51Q: 3 clusters Score -2274934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2274946.250000 Penalty: 4815.539551
	Iteration 52Q: 3 clusters Score -2274946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2274965.000000 Penalty: 4815.539551
	Iteration 53Q: 3 clusters Score -2274965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2274979.500000 Penalty: 4815.539551
	Iteration 54Q: 3 clusters Score -2274980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2274984.000000 Penalty: 4815.539551
	Iteration 55Q: 3 clusters Score -2274984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2275003.250000 Penalty: 4815.539551
	Iteration 56Q: 3 clusters Score -2275003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2275015.750000 Penalty: 4815.539551
	Iteration 57Q: 3 clusters Score -2275016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2275027.000000 Penalty: 4815.539551
	Iteration 58Q: 3 clusters Score -2275027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2275032.000000 Penalty: 4815.539551
	Iteration 59Q: 3 clusters Score -2275032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2275049.500000 Penalty: 4815.539551
	Iteration 60F: 3 clusters Score -2275050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2275058.500000 Penalty: 4815.539551
	Iteration 61Q: 3 clusters Score -2275058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2275068.500000 Penalty: 4815.539551
	Iteration 62Q: 3 clusters Score -2275068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2275072.250000 Penalty: 4815.539551
	Iteration 63Q: 3 clusters Score -2275072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2275079.250000 Penalty: 4815.539551
	Iteration 64Q: 3 clusters Score -2275079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2275084.250000 Penalty: 4815.539551
	Iteration 65Q: 3 clusters Score -2275084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2275087.250000 Penalty: 4815.539551
	Iteration 66Q: 3 clusters Score -2275087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2275105.000000 Penalty: 4815.539551
	Iteration 67Q: 3 clusters Score -2275105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2275110.000000 Penalty: 4815.539551
	Iteration 68Q: 3 clusters Score -2275110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2275125.500000 Penalty: 4815.539551
	Iteration 69Q: 3 clusters Score -2275126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2275137.000000 Penalty: 4815.539551
	Iteration 70Q: 3 clusters Score -2275137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2275144.750000 Penalty: 4815.539551
	Iteration 71Q: 3 clusters Score -2275145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2275152.000000 Penalty: 4815.539551
	Iteration 72Q: 3 clusters Score -2275152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2275168.500000 Penalty: 4815.539551
	Iteration 73Q: 3 clusters Score -2275168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2275170.750000 Penalty: 4815.539551
	Iteration 74Q: 3 clusters Score -2275171 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2275184.500000 Penalty: 4815.539551
	Iteration 75Q: 3 clusters Score -2275184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2275195.750000 Penalty: 4815.539551
	Iteration 76Q: 3 clusters Score -2275196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2275202.000000 Penalty: 4815.539551
	Iteration 77Q: 3 clusters Score -2275202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2275203.250000 Penalty: 4815.539551
	Iteration 78Q: 3 clusters Score -2275203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2275218.000000 Penalty: 4815.539551
	Iteration 79Q: 3 clusters Score -2275218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2275234.250000 Penalty: 4815.539551
	Iteration 80F: 3 clusters Score -2275234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2275229.500000 Penalty: 4815.539551
	Iteration 81Q: 3 clusters Score -2275230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2275238.250000 Penalty: 4815.539551
	Iteration 82Q: 3 clusters Score -2275238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2275241.250000 Penalty: 4815.539551
	Iteration 83Q: 3 clusters Score -2275241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2275257.000000 Penalty: 4815.539551
	Iteration 84Q: 3 clusters Score -2275257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2275266.000000 Penalty: 4815.539551
	Iteration 85Q: 3 clusters Score -2275266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2275269.250000 Penalty: 4815.539551
	Iteration 86Q: 3 clusters Score -2275269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2275282.500000 Penalty: 4815.539551
	Iteration 87Q: 3 clusters Score -2275282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2275295.250000 Penalty: 4815.539551
	Iteration 88Q: 3 clusters Score -2275295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2275314.500000 Penalty: 4815.539551
	Iteration 89Q: 3 clusters Score -2275314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2275318.000000 Penalty: 4815.539551
	Iteration 90Q: 3 clusters Score -2275318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2275324.250000 Penalty: 4815.539551
	Iteration 91Q: 3 clusters Score -2275324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2275325.500000 Penalty: 4815.539551
	Iteration 92Q: 3 clusters Score -2275326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2275334.250000 Penalty: 4815.539551
	Iteration 93Q: 3 clusters Score -2275334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2275339.000000 Penalty: 4815.539551
	Iteration 94Q: 3 clusters Score -2275339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2275347.750000 Penalty: 4815.539551
	Iteration 95Q: 3 clusters Score -2275348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2275354.250000 Penalty: 4815.539551
	Iteration 96Q: 3 clusters Score -2275354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2275361.750000 Penalty: 4815.539551
	Iteration 97Q: 3 clusters Score -2275362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2275366.250000 Penalty: 4815.539551
	Iteration 98Q: 3 clusters Score -2275366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2275372.000000 Penalty: 4815.539551
	Iteration 99Q: 3 clusters Score -2275372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2275375.250000 Penalty: 4815.539551
	Iteration 100F: 3 clusters Score -2275375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2275384.000000 Penalty: 4815.539551
	Iteration 101Q: 3 clusters Score -2275384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2275387.500000 Penalty: 4815.539551
	Iteration 102Q: 3 clusters Score -2275388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2275392.000000 Penalty: 4815.539551
	Iteration 103Q: 3 clusters Score -2275392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2275391.000000 Penalty: 4815.539551
	Iteration 104Q: 3 clusters Score -2275391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2275395.250000 Penalty: 4815.539551
	Iteration 105Q: 3 clusters Score -2275395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2275395.750000 Penalty: 4815.539551
	Iteration 106Q: 3 clusters Score -2275396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2275399.000000 Penalty: 4815.539551
	Iteration 107Q: 3 clusters Score -2275399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2275402.500000 Penalty: 4815.539551
	Iteration 108Q: 3 clusters Score -2275402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2275399.250000 Penalty: 4815.539551
	Iteration 109Q: 3 clusters Score -2275399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2275400.750000 Penalty: 4815.539551
	Iteration 110Q: 3 clusters Score -2275401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2275410.250000 Penalty: 4815.539551
	Iteration 111Q: 3 clusters Score -2275410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2275412.500000 Penalty: 4815.539551
	Iteration 112Q: 3 clusters Score -2275412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2275415.250000 Penalty: 4815.539551
	Iteration 113Q: 3 clusters Score -2275415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2275413.000000 Penalty: 4815.539551
	Iteration 114Q: 3 clusters Score -2275413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2275414.750000 Penalty: 4815.539551
	Iteration 115Q: 3 clusters Score -2275415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2275418.750000 Penalty: 4815.539551
	Iteration 116Q: 3 clusters Score -2275419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2275415.250000 Penalty: 4815.539551
	Iteration 117Q: 3 clusters Score -2275415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2275428.750000 Penalty: 4815.539551
	Iteration 118Q: 3 clusters Score -2275429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2275435.500000 Penalty: 4815.539551
	Iteration 119Q: 3 clusters Score -2275436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2275435.250000 Penalty: 4815.539551
	Iteration 120F: 3 clusters Score -2275435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2275435.750000 Penalty: 4815.539551
	Iteration 121Q: 3 clusters Score -2275436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2275437.500000 Penalty: 4815.539551
	Iteration 122Q: 3 clusters Score -2275438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2275439.750000 Penalty: 4815.539551
	Iteration 123Q: 3 clusters Score -2275440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2275448.250000 Penalty: 4815.539551
	Iteration 124Q: 3 clusters Score -2275448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2275455.000000 Penalty: 4815.539551
	Iteration 125Q: 3 clusters Score -2275455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2275460.750000 Penalty: 4815.539551
	Iteration 126Q: 3 clusters Score -2275461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2275458.750000 Penalty: 4815.539551
	Iteration 127Q: 3 clusters Score -2275459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2275462.000000 Penalty: 4815.539551
	Iteration 128Q: 3 clusters Score -2275462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2275466.750000 Penalty: 4815.539551
	Iteration 129Q: 3 clusters Score -2275467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2275467.500000 Penalty: 4815.539551
	Iteration 130Q: 3 clusters Score -2275468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2275468.000000 Penalty: 4815.539551
	Iteration 131Q: 3 clusters Score -2275468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2275475.250000 Penalty: 4815.539551
	Iteration 132Q: 3 clusters Score -2275475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2275480.000000 Penalty: 4815.539551
	Iteration 133Q: 3 clusters Score -2275480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2275484.750000 Penalty: 4815.539551
	Iteration 134Q: 3 clusters Score -2275485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2275480.500000 Penalty: 4815.539551
	Iteration 135Q: 3 clusters Score -2275480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2275482.500000 Penalty: 4815.539551
	Iteration 136Q: 3 clusters Score -2275482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2275486.500000 Penalty: 4815.539551
	Iteration 137Q: 3 clusters Score -2275486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2275491.750000 Penalty: 4815.539551
	Iteration 138Q: 3 clusters Score -2275492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2275495.000000 Penalty: 4815.539551
	Iteration 139Q: 3 clusters Score -2275495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2275495.250000 Penalty: 4815.539551
	Iteration 140F: 3 clusters Score -2275495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2275497.500000 Penalty: 4815.539551
	Iteration 141Q: 3 clusters Score -2275498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2275494.250000 Penalty: 4815.539551
	Iteration 142Q: 3 clusters Score -2275494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2275497.250000 Penalty: 4815.539551
	Iteration 143Q: 3 clusters Score -2275497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2275499.250000 Penalty: 4815.539551
	Iteration 144Q: 3 clusters Score -2275499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2275498.750000 Penalty: 4815.539551
	Iteration 145Q: 3 clusters Score -2275499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2275498.250000 Penalty: 4815.539551
	Iteration 146Q: 3 clusters Score -2275498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2275498.000000 Penalty: 4815.539551
	Iteration 147Q: 3 clusters Score -2275498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2275496.250000 Penalty: 4815.539551
	Iteration 148Q: 3 clusters Score -2275496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2275495.500000 Penalty: 4815.539551
	Iteration 149Q: 3 clusters Score -2275496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2275495.750000 Penalty: 4815.539551
	Iteration 150Q: 3 clusters Score -2275496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2275498.500000 Penalty: 4815.539551
	Iteration 151Q: 3 clusters Score -2275498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2275497.500000 Penalty: 4815.539551
	Iteration 152Q: 3 clusters Score -2275498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2275499.250000 Penalty: 4815.539551
	Iteration 153Q: 3 clusters Score -2275499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2275498.250000 Penalty: 4815.539551
	Iteration 154Q: 3 clusters Score -2275498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2275497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2275497.250000 Penalty: 4815.539551
	Iteration 156F: 3 clusters Score -2275497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (42173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42173 members 
Entering Unmasked Estep 
Score: -6315552.000000 Penalty: 2641.084717
	Iteration 0F: 2 clusters Score -6315552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -6286934.000000 Penalty: 5282.169434
	Iteration 0F: 3 clusters Score -6286934 nChanged 19445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6298360 nChanged 2410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -6299434 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -6300612.000000 Penalty: 5282.169434
	Iteration 3F: 3 clusters Score -6300612 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -6301893.500000 Penalty: 5282.169434
	Iteration 4F: 3 clusters Score -6301894 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -6303131.000000 Penalty: 5282.169434
	Iteration 5F: 3 clusters Score -6303131 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -6304258.500000 Penalty: 5282.169434
	Iteration 6F: 3 clusters Score -6304258 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6305150 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6305806 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6306356 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6306834 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6307231 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -6307620.500000 Penalty: 5282.169434
	Iteration 12Q: 3 clusters Score -6307620 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6307918 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6308223 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6308452 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6308648 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6308788 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6308834 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6308902 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -6308956.000000 Penalty: 5282.169434
	Iteration 20F: 3 clusters Score -6308956 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6308994 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6309054.500000 Penalty: 5282.169434
	Iteration 22Q: 3 clusters Score -6309054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -6309107.500000 Penalty: 5282.169434
	Iteration 23Q: 3 clusters Score -6309108 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -6309185.500000 Penalty: 5282.169434
	Iteration 24Q: 3 clusters Score -6309186 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -6309240.000000 Penalty: 5282.169434
	Iteration 25Q: 3 clusters Score -6309240 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6309316 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -6309384.500000 Penalty: 5282.169434
	Iteration 27Q: 3 clusters Score -6309384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -6309411.500000 Penalty: 5282.169434
	Iteration 28Q: 3 clusters Score -6309412 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6309490 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6309524 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6309584 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6309658 nChanged 336
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6309744 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6309829 nChanged 395
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Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6309909 nChanged 408
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6309990 nChanged 439
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6310140 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6310284 nChanged 445
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6310430 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6310586 nChanged 480
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Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6310736 nChanged 508
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6310940 nChanged 514
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6311094 nChanged 489
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6311257 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6311446 nChanged 489
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6311646 nChanged 454
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6311824 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6312020 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6312187 nChanged 400
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6312348 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -6312517.500000 Penalty: 5282.169434
	Iteration 51Q: 3 clusters Score -6312518 nChanged 390
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6312690 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6312875 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6313051 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -6313214.000000 Penalty: 5282.169434
	Iteration 55Q: 3 clusters Score -6313214 nChanged 301
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6313332 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6313440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6313539 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -6313603.000000 Penalty: 5282.169434
	Iteration 59Q: 3 clusters Score -6313603 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -6313683.500000 Penalty: 5282.169434
	Iteration 60F: 3 clusters Score -6313684 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -6313790.500000 Penalty: 5282.169434
	Iteration 61Q: 3 clusters Score -6313790 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -6313828.500000 Penalty: 5282.169434
	Iteration 62Q: 3 clusters Score -6313828 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6313886 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6313950.500000 Penalty: 5282.169434
	Iteration 64Q: 3 clusters Score -6313950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6313974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -6314014.000000 Penalty: 5282.169434
	Iteration 66Q: 3 clusters Score -6314014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -6314065.000000 Penalty: 5282.169434
	Iteration 67Q: 3 clusters Score -6314065 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -6314085.000000 Penalty: 5282.169434
	Iteration 68Q: 3 clusters Score -6314085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6314102.500000 Penalty: 5282.169434
	Iteration 69Q: 3 clusters Score -6314102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6314144.500000 Penalty: 5282.169434
	Iteration 70Q: 3 clusters Score -6314144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -6314181.000000 Penalty: 5282.169434
	Iteration 71Q: 3 clusters Score -6314181 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -6314204.000000 Penalty: 5282.169434
	Iteration 72Q: 3 clusters Score -6314204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -6314243.000000 Penalty: 5282.169434
	Iteration 73Q: 3 clusters Score -6314243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6314260 nChanged 69
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Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -6314274.000000 Penalty: 5282.169434
	Iteration 75Q: 3 clusters Score -6314274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -6314300.000000 Penalty: 5282.169434
	Iteration 76Q: 3 clusters Score -6314300 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -6314307.500000 Penalty: 5282.169434
	Iteration 77Q: 3 clusters Score -6314308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -6314324.000000 Penalty: 5282.169434
	Iteration 78Q: 3 clusters Score -6314324 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -6314321.500000 Penalty: 5282.169434
	Iteration 79Q: 3 clusters Score -6314322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -6314330.000000 Penalty: 5282.169434
	Iteration 80F: 3 clusters Score -6314330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -6314332.000000 Penalty: 5282.169434
	Iteration 81Q: 3 clusters Score -6314332 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -6314335.500000 Penalty: 5282.169434
	Iteration 82Q: 3 clusters Score -6314336 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6314346 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6314346 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -6314341.500000 Penalty: 5282.169434
	Iteration 85Q: 3 clusters Score -6314342 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -6314354.000000 Penalty: 5282.169434
	Iteration 86Q: 3 clusters Score -6314354 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6314356 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6314353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -6314363.500000 Penalty: 5282.169434
	Iteration 89Q: 3 clusters Score -6314364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -6314366.000000 Penalty: 5282.169434
	Iteration 90Q: 3 clusters Score -6314366 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6314368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6314366 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -6314372.000000 Penalty: 5282.169434
	Iteration 93Q: 3 clusters Score -6314372 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6314367 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6314372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -6314374.500000 Penalty: 5282.169434
	Iteration 96Q: 3 clusters Score -6314374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6314372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6314370 nChanged 0
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Entering Unmasked Estep 
Score: -6314370.000000 Penalty: 5282.169434
	Iteration 99F: 3 clusters Score -6314370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -112159.671875 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -112159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110428.960938 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -110429 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110695.281250 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -110695.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110796.929688 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -110796.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110842.976562 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -110843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110869.015625 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -110869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110888.242188 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -110888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110911.390625 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -110911.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110945.414062 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -110945.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110996.507812 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -110996.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111060.890625 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -111060.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111120.187500 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -111120.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111236.914062 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -111236.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111435.296875 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -111435.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111482.757812 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -111482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111516.281250 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -111516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111540.218750 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -111540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111558.867188 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -111558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111565.515625 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -111565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111573.460938 Penalty: 3296.609619
	Iteration 18Q: 3 clusters Score -111573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111576.187500 Penalty: 3296.609619
	Iteration 19Q: 3 clusters Score -111576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111576.625000 Penalty: 3296.609619
	Iteration 20F: 3 clusters Score -111576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -2818962.250000 Penalty: 2440.019775
	Iteration 0F: 2 clusters Score -2818962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2805829.500000 Penalty: 4880.039551
	Iteration 0F: 3 clusters Score -2805830 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2810232.500000 Penalty: 4880.039551
	Iteration 1F: 3 clusters Score -2810232 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2810738.500000 Penalty: 4880.039551
	Iteration 2F: 3 clusters Score -2810738 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2811258.000000 Penalty: 4880.039551
	Iteration 3F: 3 clusters Score -2811258 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2811754.500000 Penalty: 4880.039551
	Iteration 4F: 3 clusters Score -2811754 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2812280.000000 Penalty: 4880.039551
	Iteration 5F: 3 clusters Score -2812280 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2812864.500000 Penalty: 4880.039551
	Iteration 6F: 3 clusters Score -2812864 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2813493.250000 Penalty: 4880.039551
	Iteration 7F: 3 clusters Score -2813493 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2814124.500000 Penalty: 4880.039551
	Iteration 8F: 3 clusters Score -2814124 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2814670.750000 Penalty: 4880.039551
	Iteration 9Q: 3 clusters Score -2814671 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2815122.250000 Penalty: 4880.039551
	Iteration 10Q: 3 clusters Score -2815122 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2815479.750000 Penalty: 4880.039551
	Iteration 11Q: 3 clusters Score -2815480 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2815729.000000 Penalty: 4880.039551
	Iteration 12Q: 3 clusters Score -2815729 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2815889.250000 Penalty: 4880.039551
	Iteration 13Q: 3 clusters Score -2815889 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2816004.000000 Penalty: 4880.039551
	Iteration 14Q: 3 clusters Score -2816004 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2816085.000000 Penalty: 4880.039551
	Iteration 15Q: 3 clusters Score -2816085 nChanged 206
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: -2816148.750000 Penalty: 4880.039551
	Iteration 16Q: 3 clusters Score -2816149 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2816206.750000 Penalty: 4880.039551
	Iteration 17Q: 3 clusters Score -2816207 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2816258.250000 Penalty: 4880.039551
	Iteration 18Q: 3 clusters Score -2816258 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2816314.750000 Penalty: 4880.039551
	Iteration 19Q: 3 clusters Score -2816315 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2816373.000000 Penalty: 4880.039551
	Iteration 20F: 3 clusters Score -2816373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2816428.000000 Penalty: 4880.039551
	Iteration 21Q: 3 clusters Score -2816428 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2816471.250000 Penalty: 4880.039551
	Iteration 22Q: 3 clusters Score -2816471 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2816512.250000 Penalty: 4880.039551
	Iteration 23Q: 3 clusters Score -2816512 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2816563.500000 Penalty: 4880.039551
	Iteration 24Q: 3 clusters Score -2816564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2816608.500000 Penalty: 4880.039551
	Iteration 25Q: 3 clusters Score -2816608 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2816658.000000 Penalty: 4880.039551
	Iteration 26Q: 3 clusters Score -2816658 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2816702.500000 Penalty: 4880.039551
	Iteration 27Q: 3 clusters Score -2816702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2816759.000000 Penalty: 4880.039551
	Iteration 28Q: 3 clusters Score -2816759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2816800.750000 Penalty: 4880.039551
	Iteration 29Q: 3 clusters Score -2816801 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2816842.000000 Penalty: 4880.039551
	Iteration 30Q: 3 clusters Score -2816842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2816886.500000 Penalty: 4880.039551
	Iteration 31Q: 3 clusters Score -2816886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2816941.000000 Penalty: 4880.039551
	Iteration 32Q: 3 clusters Score -2816941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2816976.750000 Penalty: 4880.039551
	Iteration 33Q: 3 clusters Score -2816977 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2817007.000000 Penalty: 4880.039551
	Iteration 34Q: 3 clusters Score -2817007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2817036.500000 Penalty: 4880.039551
	Iteration 35Q: 3 clusters Score -2817036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2817053.750000 Penalty: 4880.039551
	Iteration 36Q: 3 clusters Score -2817054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2817085.750000 Penalty: 4880.039551
	Iteration 37Q: 3 clusters Score -2817086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2817113.250000 Penalty: 4880.039551
	Iteration 38Q: 3 clusters Score -2817113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2817134.250000 Penalty: 4880.039551
	Iteration 39Q: 3 clusters Score -2817134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2817147.000000 Penalty: 4880.039551
	Iteration 40F: 3 clusters Score -2817147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2817165.750000 Penalty: 4880.039551
	Iteration 41Q: 3 clusters Score -2817166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2817176.250000 Penalty: 4880.039551
	Iteration 42Q: 3 clusters Score -2817176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2817178.250000 Penalty: 4880.039551
	Iteration 43Q: 3 clusters Score -2817178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2817188.250000 Penalty: 4880.039551
	Iteration 44Q: 3 clusters Score -2817188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2817192.250000 Penalty: 4880.039551
	Iteration 45Q: 3 clusters Score -2817192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2817200.750000 Penalty: 4880.039551
	Iteration 46Q: 3 clusters Score -2817201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2817203.750000 Penalty: 4880.039551
	Iteration 47Q: 3 clusters Score -2817204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2817208.000000 Penalty: 4880.039551
	Iteration 48Q: 3 clusters Score -2817208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2817213.500000 Penalty: 4880.039551
	Iteration 49Q: 3 clusters Score -2817214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2817223.000000 Penalty: 4880.039551
	Iteration 50Q: 3 clusters Score -2817223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2817222.250000 Penalty: 4880.039551
	Iteration 51Q: 3 clusters Score -2817222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2817230.000000 Penalty: 4880.039551
	Iteration 52Q: 3 clusters Score -2817230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2817236.500000 Penalty: 4880.039551
	Iteration 53Q: 3 clusters Score -2817236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2817238.750000 Penalty: 4880.039551
	Iteration 54Q: 3 clusters Score -2817239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2817243.000000 Penalty: 4880.039551
	Iteration 55Q: 3 clusters Score -2817243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2817250.250000 Penalty: 4880.039551
	Iteration 56Q: 3 clusters Score -2817250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2817255.750000 Penalty: 4880.039551
	Iteration 57Q: 3 clusters Score -2817256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2817256.000000 Penalty: 4880.039551
	Iteration 58Q: 3 clusters Score -2817256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2817260.500000 Penalty: 4880.039551
	Iteration 59Q: 3 clusters Score -2817260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2817254.750000 Penalty: 4880.039551
	Iteration 60F: 3 clusters Score -2817255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2817258.500000 Penalty: 4880.039551
	Iteration 61Q: 3 clusters Score -2817258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2817255.500000 Penalty: 4880.039551
	Iteration 62Q: 3 clusters Score -2817256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2817256.500000 Penalty: 4880.039551
	Iteration 63Q: 3 clusters Score -2817256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2817256.500000 Penalty: 4880.039551
	Iteration 64F: 3 clusters Score -2817256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -317383.343750 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -317383.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -314679.250000 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -314679.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -315269.156250 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -315269.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -315538.906250 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -315538.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -315731.187500 Penalty: 3806.149170
	Iteration 3F: 3 clusters Score -315731.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -315854.937500 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -315854.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -315957.343750 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -315957.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -316063.000000 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -316063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -316146.593750 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -316146.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -316195.093750 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -316195.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316231.406250 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -316231.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -316249.562500 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -316249.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -316271.187500 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -316271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316287.062500 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -316287.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -316299.906250 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -316299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -316313.156250 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -316313.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -316323.218750 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -316323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -316335.250000 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -316335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -316345.906250 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -316345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -316352.312500 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -316352.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -316364.500000 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -316364.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -316378.093750 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -316378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -316389.281250 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -316389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -316397.437500 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -316397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -316407.031250 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -316407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -316413.625000 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -316413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -316421.468750 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -316421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -316428.593750 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -316428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316434.437500 Penalty: 3806.149170
	Iteration 27Q: 3 clusters Score -316434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316439.843750 Penalty: 3806.149170
	Iteration 28Q: 3 clusters Score -316439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -316446.093750 Penalty: 3806.149170
	Iteration 29Q: 3 clusters Score -316446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -316448.875000 Penalty: 3806.149170
	Iteration 30Q: 3 clusters Score -316448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -316452.406250 Penalty: 3806.149170
	Iteration 31Q: 3 clusters Score -316452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -316455.218750 Penalty: 3806.149170
	Iteration 32Q: 3 clusters Score -316455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -316457.187500 Penalty: 3806.149170
	Iteration 33Q: 3 clusters Score -316457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -316459.656250 Penalty: 3806.149170
	Iteration 34Q: 3 clusters Score -316459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -316460.531250 Penalty: 3806.149170
	Iteration 35Q: 3 clusters Score -316460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -316462.750000 Penalty: 3806.149170
	Iteration 36Q: 3 clusters Score -316462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -316464.187500 Penalty: 3806.149170
	Iteration 37Q: 3 clusters Score -316464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -316465.718750 Penalty: 3806.149170
	Iteration 38Q: 3 clusters Score -316465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -316465.718750 Penalty: 3806.149170
	Iteration 39F: 3 clusters Score -316465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (45556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Entering Unmasked Estep 
Score: -7166719.000000 Penalty: 2660.221191
	Iteration 0F: 2 clusters Score -7166719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -7136045.000000 Penalty: 5320.442383
	Iteration 0F: 3 clusters Score -7136045 nChanged 21014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -7147591.000000 Penalty: 5320.442383
	Iteration 1F: 3 clusters Score -7147591 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -7148224.000000 Penalty: 5320.442383
	Iteration 2Q: 3 clusters Score -7148224 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -7148754.500000 Penalty: 5320.442383
	Iteration 3Q: 3 clusters Score -7148754 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -7149322.500000 Penalty: 5320.442383
	Iteration 4Q: 3 clusters Score -7149322 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -7149995.500000 Penalty: 5320.442383
	Iteration 5Q: 3 clusters Score -7149996 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7150724.500000 Penalty: 5320.442383
	Iteration 6Q: 3 clusters Score -7150724 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -7151608.500000 Penalty: 5320.442383
	Iteration 7Q: 3 clusters Score -7151608 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -7152591.000000 Penalty: 5320.442383
	Iteration 8Q: 3 clusters Score -7152591 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -7153489.000000 Penalty: 5320.442383
	Iteration 9Q: 3 clusters Score -7153489 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7154377.000000 Penalty: 5320.442383
	Iteration 10Q: 3 clusters Score -7154377 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7154982.000000 Penalty: 5320.442383
	Iteration 11Q: 3 clusters Score -7154982 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7155539.000000 Penalty: 5320.442383
	Iteration 12Q: 3 clusters Score -7155539 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7155976.500000 Penalty: 5320.442383
	Iteration 13Q: 3 clusters Score -7155976 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -7156486.500000 Penalty: 5320.442383
	Iteration 14Q: 3 clusters Score -7156486 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -7156916.500000 Penalty: 5320.442383
	Iteration 15Q: 3 clusters Score -7156916 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -7157282.000000 Penalty: 5320.442383
	Iteration 16Q: 3 clusters Score -7157282 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -7157701.500000 Penalty: 5320.442383
	Iteration 17Q: 3 clusters Score -7157702 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -7158217.500000 Penalty: 5320.442383
	Iteration 18Q: 3 clusters Score -7158218 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -7158684.500000 Penalty: 5320.442383
	Iteration 19Q: 3 clusters Score -7158684 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -7159199.500000 Penalty: 5320.442383
	Iteration 20F: 3 clusters Score -7159200 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -7159675.000000 Penalty: 5320.442383
	Iteration 21Q: 3 clusters Score -7159675 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -7160160.500000 Penalty: 5320.442383
	Iteration 22Q: 3 clusters Score -7160160 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -7160543.500000 Penalty: 5320.442383
	Iteration 23Q: 3 clusters Score -7160544 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -7160900.000000 Penalty: 5320.442383
	Iteration 24Q: 3 clusters Score -7160900 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -7161144.000000 Penalty: 5320.442383
	Iteration 25Q: 3 clusters Score -7161144 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -7161416.500000 Penalty: 5320.442383
	Iteration 26Q: 3 clusters Score -7161416 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -7161654.000000 Penalty: 5320.442383
	Iteration 27Q: 3 clusters Score -7161654 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -7161828.000000 Penalty: 5320.442383
	Iteration 28Q: 3 clusters Score -7161828 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -7161965.500000 Penalty: 5320.442383
	Iteration 29Q: 3 clusters Score -7161966 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -7162037.000000 Penalty: 5320.442383
	Iteration 30Q: 3 clusters Score -7162037 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -7162130.000000 Penalty: 5320.442383
	Iteration 31Q: 3 clusters Score -7162130 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -7162198.000000 Penalty: 5320.442383
	Iteration 32Q: 3 clusters Score -7162198 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -7162229.500000 Penalty: 5320.442383
	Iteration 33Q: 3 clusters Score -7162230 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -7162267.000000 Penalty: 5320.442383
	Iteration 34Q: 3 clusters Score -7162267 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7162296.500000 Penalty: 5320.442383
	Iteration 35Q: 3 clusters Score -7162296 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -7162341.000000 Penalty: 5320.442383
	Iteration 36Q: 3 clusters Score -7162341 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -7162340.500000 Penalty: 5320.442383
	Iteration 37Q: 3 clusters Score -7162340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -7162361.500000 Penalty: 5320.442383
	Iteration 38Q: 3 clusters Score -7162362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -7162392.500000 Penalty: 5320.442383
	Iteration 39Q: 3 clusters Score -7162392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -7162401.000000 Penalty: 5320.442383
	Iteration 40F: 3 clusters Score -7162401 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -7162450.500000 Penalty: 5320.442383
	Iteration 41Q: 3 clusters Score -7162450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -7162471.500000 Penalty: 5320.442383
	Iteration 42Q: 3 clusters Score -7162472 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7162509.000000 Penalty: 5320.442383
	Iteration 43Q: 3 clusters Score -7162509 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -7162574.500000 Penalty: 5320.442383
	Iteration 44Q: 3 clusters Score -7162574 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7162632.500000 Penalty: 5320.442383
	Iteration 45Q: 3 clusters Score -7162632 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -7162690.000000 Penalty: 5320.442383
	Iteration 46Q: 3 clusters Score -7162690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -7162776.500000 Penalty: 5320.442383
	Iteration 47Q: 3 clusters Score -7162776 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -7162862.000000 Penalty: 5320.442383
	Iteration 48Q: 3 clusters Score -7162862 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -7162979.000000 Penalty: 5320.442383
	Iteration 49Q: 3 clusters Score -7162979 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -7163094.500000 Penalty: 5320.442383
	Iteration 50Q: 3 clusters Score -7163094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7163233.500000 Penalty: 5320.442383
	Iteration 51Q: 3 clusters Score -7163234 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -7163384.500000 Penalty: 5320.442383
	Iteration 52Q: 3 clusters Score -7163384 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7163539.500000 Penalty: 5320.442383
	Iteration 53Q: 3 clusters Score -7163540 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7163659.500000 Penalty: 5320.442383
	Iteration 54Q: 3 clusters Score -7163660 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7163766.500000 Penalty: 5320.442383
	Iteration 55Q: 3 clusters Score -7163766 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7163869.500000 Penalty: 5320.442383
	Iteration 56Q: 3 clusters Score -7163870 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7163973.500000 Penalty: 5320.442383
	Iteration 57Q: 3 clusters Score -7163974 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -7164042.500000 Penalty: 5320.442383
	Iteration 58Q: 3 clusters Score -7164042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7164074.500000 Penalty: 5320.442383
	Iteration 59Q: 3 clusters Score -7164074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7164122.000000 Penalty: 5320.442383
	Iteration 60F: 3 clusters Score -7164122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7164163.000000 Penalty: 5320.442383
	Iteration 61Q: 3 clusters Score -7164163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7164212.500000 Penalty: 5320.442383
	Iteration 62Q: 3 clusters Score -7164212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7164262.000000 Penalty: 5320.442383
	Iteration 63Q: 3 clusters Score -7164262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7164281.500000 Penalty: 5320.442383
	Iteration 64Q: 3 clusters Score -7164282 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7164305.500000 Penalty: 5320.442383
	Iteration 65Q: 3 clusters Score -7164306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7164327.500000 Penalty: 5320.442383
	Iteration 66Q: 3 clusters Score -7164328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7164353.000000 Penalty: 5320.442383
	Iteration 67Q: 3 clusters Score -7164353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7164384.000000 Penalty: 5320.442383
	Iteration 68Q: 3 clusters Score -7164384 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7164423.000000 Penalty: 5320.442383
	Iteration 69Q: 3 clusters Score -7164423 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7164438.500000 Penalty: 5320.442383
	Iteration 70Q: 3 clusters Score -7164438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7164464.000000 Penalty: 5320.442383
	Iteration 71Q: 3 clusters Score -7164464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7164492.500000 Penalty: 5320.442383
	Iteration 72Q: 3 clusters Score -7164492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7164497.500000 Penalty: 5320.442383
	Iteration 73Q: 3 clusters Score -7164498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7164517.500000 Penalty: 5320.442383
	Iteration 74Q: 3 clusters Score -7164518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7164537.000000 Penalty: 5320.442383
	Iteration 75Q: 3 clusters Score -7164537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7164568.500000 Penalty: 5320.442383
	Iteration 76Q: 3 clusters Score -7164568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7164570.000000 Penalty: 5320.442383
	Iteration 77Q: 3 clusters Score -7164570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7164587.000000 Penalty: 5320.442383
	Iteration 78Q: 3 clusters Score -7164587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7164598.500000 Penalty: 5320.442383
	Iteration 79Q: 3 clusters Score -7164598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7164615.000000 Penalty: 5320.442383
	Iteration 80F: 3 clusters Score -7164615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7164626.500000 Penalty: 5320.442383
	Iteration 81Q: 3 clusters Score -7164626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7164632.500000 Penalty: 5320.442383
	Iteration 82Q: 3 clusters Score -7164632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7164635.000000 Penalty: 5320.442383
	Iteration 83Q: 3 clusters Score -7164635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7164645.500000 Penalty: 5320.442383
	Iteration 84Q: 3 clusters Score -7164646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7164660.000000 Penalty: 5320.442383
	Iteration 85Q: 3 clusters Score -7164660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7164669.000000 Penalty: 5320.442383
	Iteration 86Q: 3 clusters Score -7164669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7164666.500000 Penalty: 5320.442383
	Iteration 87Q: 3 clusters Score -7164666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7164674.000000 Penalty: 5320.442383
	Iteration 88Q: 3 clusters Score -7164674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7164686.500000 Penalty: 5320.442383
	Iteration 89Q: 3 clusters Score -7164686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7164678.000000 Penalty: 5320.442383
	Iteration 90Q: 3 clusters Score -7164678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7164679.500000 Penalty: 5320.442383
	Iteration 91Q: 3 clusters Score -7164680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7164677.000000 Penalty: 5320.442383
	Iteration 92Q: 3 clusters Score -7164677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7164679.000000 Penalty: 5320.442383
	Iteration 93Q: 3 clusters Score -7164679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7164690.000000 Penalty: 5320.442383
	Iteration 94Q: 3 clusters Score -7164690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7164688.000000 Penalty: 5320.442383
	Iteration 95Q: 3 clusters Score -7164688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7164693.000000 Penalty: 5320.442383
	Iteration 96Q: 3 clusters Score -7164693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7164693.500000 Penalty: 5320.442383
	Iteration 97Q: 3 clusters Score -7164694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7164705.000000 Penalty: 5320.442383
	Iteration 98Q: 3 clusters Score -7164705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7164711.500000 Penalty: 5320.442383
	Iteration 99Q: 3 clusters Score -7164712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7164710.500000 Penalty: 5320.442383
	Iteration 100F: 3 clusters Score -7164710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7164711.500000 Penalty: 5320.442383
	Iteration 101Q: 3 clusters Score -7164712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7164721.500000 Penalty: 5320.442383
	Iteration 102Q: 3 clusters Score -7164722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7164720.500000 Penalty: 5320.442383
	Iteration 103Q: 3 clusters Score -7164720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7164729.000000 Penalty: 5320.442383
	Iteration 104Q: 3 clusters Score -7164729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7164736.000000 Penalty: 5320.442383
	Iteration 105Q: 3 clusters Score -7164736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7164730.000000 Penalty: 5320.442383
	Iteration 106Q: 3 clusters Score -7164730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7164746.500000 Penalty: 5320.442383
	Iteration 107Q: 3 clusters Score -7164746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7164753.000000 Penalty: 5320.442383
	Iteration 108Q: 3 clusters Score -7164753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7164764.000000 Penalty: 5320.442383
	Iteration 109Q: 3 clusters Score -7164764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7164770.500000 Penalty: 5320.442383
	Iteration 110Q: 3 clusters Score -7164770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7164760.500000 Penalty: 5320.442383
	Iteration 111Q: 3 clusters Score -7164760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7164770.500000 Penalty: 5320.442383
	Iteration 112Q: 3 clusters Score -7164770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7164776.500000 Penalty: 5320.442383
	Iteration 113Q: 3 clusters Score -7164776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7164785.000000 Penalty: 5320.442383
	Iteration 114Q: 3 clusters Score -7164785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7164786.500000 Penalty: 5320.442383
	Iteration 115Q: 3 clusters Score -7164786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7164782.000000 Penalty: 5320.442383
	Iteration 116Q: 3 clusters Score -7164782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7164783.000000 Penalty: 5320.442383
	Iteration 117Q: 3 clusters Score -7164783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7164787.500000 Penalty: 5320.442383
	Iteration 118Q: 3 clusters Score -7164788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7164781.000000 Penalty: 5320.442383
	Iteration 119Q: 3 clusters Score -7164781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7164784.500000 Penalty: 5320.442383
	Iteration 120F: 3 clusters Score -7164784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7164784.500000 Penalty: 5320.442383
	Iteration 121Q: 3 clusters Score -7164784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7164784.000000 Penalty: 5320.442383
	Iteration 122Q: 3 clusters Score -7164784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7164786.000000 Penalty: 5320.442383
	Iteration 123Q: 3 clusters Score -7164786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7164786.000000 Penalty: 5320.442383
	Iteration 124F: 3 clusters Score -7164786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -604574.250000 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -604574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -600798.812500 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -600798.8 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -601662.062500 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -601662.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -601829.375000 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -601829.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -601932.437500 Penalty: 4092.566650
	Iteration 3Q: 3 clusters Score -601932.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -602021.312500 Penalty: 4092.566650
	Iteration 4Q: 3 clusters Score -602021.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -602122.500000 Penalty: 4092.566650
	Iteration 5Q: 3 clusters Score -602122.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -602295.187500 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -602295.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -602446.750000 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -602446.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -602591.250000 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -602591.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -602719.250000 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -602719.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -602823.500000 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -602823.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -602912.750000 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -602912.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -603015.562500 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -603015.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -603103.125000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -603103.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -603175.812500 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -603175.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -603254.625000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -603254.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -603310.625000 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -603310.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -603357.562500 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -603357.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -603387.687500 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -603387.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -603404.562500 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -603404.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -603415.000000 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -603415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -603423.937500 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -603423.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -603427.187500 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -603427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -603427.187500 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -603427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -603432.437500 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -603432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -603434.312500 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -603434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -603435.687500 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -603435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -603434.812500 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -603434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -603435.375000 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -603435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -603435.375000 Penalty: 4092.566650
	Iteration 29F: 3 clusters Score -603435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -442590.000000 Penalty: 1975.541382
	Iteration 0F: 2 clusters Score -442590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -439444.656250 Penalty: 3951.082764
	Iteration 0F: 3 clusters Score -439444.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -440150.031250 Penalty: 3951.082764
	Iteration 1F: 3 clusters Score -440150 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -440344.406250 Penalty: 3951.082764
	Iteration 2F: 3 clusters Score -440344.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -440464.812500 Penalty: 3951.082764
	Iteration 3F: 3 clusters Score -440464.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -440557.343750 Penalty: 3951.082764
	Iteration 4Q: 3 clusters Score -440557.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -440646.531250 Penalty: 3951.082764
	Iteration 5Q: 3 clusters Score -440646.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -440736.531250 Penalty: 3951.082764
	Iteration 6Q: 3 clusters Score -440736.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -440815.531250 Penalty: 3951.082764
	Iteration 7Q: 3 clusters Score -440815.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -440878.406250 Penalty: 3951.082764
	Iteration 8Q: 3 clusters Score -440878.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -440923.968750 Penalty: 3951.082764
	Iteration 9Q: 3 clusters Score -440924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -440951.718750 Penalty: 3951.082764
	Iteration 10Q: 3 clusters Score -440951.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -440972.687500 Penalty: 3951.082764
	Iteration 11Q: 3 clusters Score -440972.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -440985.468750 Penalty: 3951.082764
	Iteration 12Q: 3 clusters Score -440985.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -441001.000000 Penalty: 3951.082764
	Iteration 13Q: 3 clusters Score -441001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -441018.312500 Penalty: 3951.082764
	Iteration 14Q: 3 clusters Score -441018.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -441038.718750 Penalty: 3951.082764
	Iteration 15Q: 3 clusters Score -441038.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -441054.562500 Penalty: 3951.082764
	Iteration 16Q: 3 clusters Score -441054.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -441067.125000 Penalty: 3951.082764
	Iteration 17Q: 3 clusters Score -441067.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -441078.281250 Penalty: 3951.082764
	Iteration 18Q: 3 clusters Score -441078.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -441090.218750 Penalty: 3951.082764
	Iteration 19Q: 3 clusters Score -441090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -441100.500000 Penalty: 3951.082764
	Iteration 20F: 3 clusters Score -441100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -441105.156250 Penalty: 3951.082764
	Iteration 21Q: 3 clusters Score -441105.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -441109.687500 Penalty: 3951.082764
	Iteration 22Q: 3 clusters Score -441109.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -441117.750000 Penalty: 3951.082764
	Iteration 23Q: 3 clusters Score -441117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -441128.187500 Penalty: 3951.082764
	Iteration 24Q: 3 clusters Score -441128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -441136.250000 Penalty: 3951.082764
	Iteration 25Q: 3 clusters Score -441136.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441150.906250 Penalty: 3951.082764
	Iteration 26Q: 3 clusters Score -441150.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -441168.562500 Penalty: 3951.082764
	Iteration 27Q: 3 clusters Score -441168.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -441193.250000 Penalty: 3951.082764
	Iteration 28Q: 3 clusters Score -441193.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -441214.093750 Penalty: 3951.082764
	Iteration 29Q: 3 clusters Score -441214.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -441236.062500 Penalty: 3951.082764
	Iteration 30Q: 3 clusters Score -441236.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -441254.406250 Penalty: 3951.082764
	Iteration 31Q: 3 clusters Score -441254.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -441275.750000 Penalty: 3951.082764
	Iteration 32Q: 3 clusters Score -441275.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -441291.718750 Penalty: 3951.082764
	Iteration 33Q: 3 clusters Score -441291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -441309.937500 Penalty: 3951.082764
	Iteration 34Q: 3 clusters Score -441309.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -441323.031250 Penalty: 3951.082764
	Iteration 35Q: 3 clusters Score -441323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -441342.468750 Penalty: 3951.082764
	Iteration 36Q: 3 clusters Score -441342.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -441355.906250 Penalty: 3951.082764
	Iteration 37Q: 3 clusters Score -441355.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -441365.875000 Penalty: 3951.082764
	Iteration 38Q: 3 clusters Score -441365.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -441372.968750 Penalty: 3951.082764
	Iteration 39Q: 3 clusters Score -441373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -441387.468750 Penalty: 3951.082764
	Iteration 40F: 3 clusters Score -441387.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -441399.562500 Penalty: 3951.082764
	Iteration 41Q: 3 clusters Score -441399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -441407.906250 Penalty: 3951.082764
	Iteration 42Q: 3 clusters Score -441407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -441410.625000 Penalty: 3951.082764
	Iteration 43Q: 3 clusters Score -441410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -441413.843750 Penalty: 3951.082764
	Iteration 44Q: 3 clusters Score -441413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -441415.218750 Penalty: 3951.082764
	Iteration 45Q: 3 clusters Score -441415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -441414.781250 Penalty: 3951.082764
	Iteration 46Q: 3 clusters Score -441414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -441414.781250 Penalty: 3951.082764
	Iteration 47F: 3 clusters Score -441414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -958285.750000 Penalty: 2162.957520
	Iteration 0F: 2 clusters Score -958285.8 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 3075 members 
Entering Unmasked Estep 
Score: -953068.625000 Penalty: 4325.915039
	Iteration 0F: 3 clusters Score -953068.6 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -954408.875000 Penalty: 4325.915039
	Iteration 1F: 3 clusters Score -954408.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -954671.625000 Penalty: 4325.915039
	Iteration 2F: 3 clusters Score -954671.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -955000.500000 Penalty: 4325.915039
	Iteration 3F: 3 clusters Score -955000.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -955359.750000 Penalty: 4325.915039
	Iteration 4F: 3 clusters Score -955359.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -955716.375000 Penalty: 4325.915039
	Iteration 5F: 3 clusters Score -955716.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -956087.687500 Penalty: 4325.915039
	Iteration 6F: 3 clusters Score -956087.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -956498.375000 Penalty: 4325.915039
	Iteration 7F: 3 clusters Score -956498.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -956955.125000 Penalty: 4325.915039
	Iteration 8F: 3 clusters Score -956955.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -957487.375000 Penalty: 4325.915039
	Iteration 9F: 3 clusters Score -957487.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -957852.000000 Penalty: 4325.915039
	Iteration 10Q: 3 clusters Score -957852 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -958041.812500 Penalty: 4325.915039
	Iteration 11Q: 3 clusters Score -958041.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -958132.000000 Penalty: 4325.915039
	Iteration 12Q: 3 clusters Score -958132 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -958176.625000 Penalty: 4325.915039
	Iteration 13Q: 3 clusters Score -958176.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -958214.437500 Penalty: 4325.915039
	Iteration 14Q: 3 clusters Score -958214.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -958242.875000 Penalty: 4325.915039
	Iteration 15Q: 3 clusters Score -958242.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -958258.750000 Penalty: 4325.915039
	Iteration 16Q: 3 clusters Score -958258.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -958270.437500 Penalty: 4325.915039
	Iteration 17Q: 3 clusters Score -958270.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -958277.125000 Penalty: 4325.915039
	Iteration 18Q: 3 clusters Score -958277.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -958282.125000 Penalty: 4325.915039
	Iteration 19Q: 3 clusters Score -958282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -958285.000000 Penalty: 4325.915039
	Iteration 20F: 3 clusters Score -958285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -958287.375000 Penalty: 4325.915039
	Iteration 21Q: 3 clusters Score -958287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -958289.000000 Penalty: 4325.915039
	Iteration 22Q: 3 clusters Score -958289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -958290.875000 Penalty: 4325.915039
	Iteration 23Q: 3 clusters Score -958290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -958291.812500 Penalty: 4325.915039
	Iteration 24Q: 3 clusters Score -958291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -958293.687500 Penalty: 4325.915039
	Iteration 25Q: 3 clusters Score -958293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -958293.187500 Penalty: 4325.915039
	Iteration 26Q: 3 clusters Score -958293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -958296.125000 Penalty: 4325.915039
	Iteration 27Q: 3 clusters Score -958296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -958295.562500 Penalty: 4325.915039
	Iteration 28Q: 3 clusters Score -958295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -958295.562500 Penalty: 4325.915039
	Iteration 29F: 3 clusters Score -958295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104791 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23862 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42173 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18747 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45556 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 2768 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3274 members 
Mstep: Class 64 contains 55572 members 
Mstep: Class 65 contains 2554 members 
Mstep: Class 66 contains 3366 members 
Entering Unmasked Estep 
Score: -151881648.000000 Penalty: 226118.828125
Splitting cluster 52 changes total score from -151882784.000000 to -151881648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -373761.156250 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -373761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -370841.531250 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -370841.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -371471.468750 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -371471.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -371646.625000 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -371646.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -371760.187500 Penalty: 3877.941406
	Iteration 3Q: 3 clusters Score -371760.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -371846.937500 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -371846.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -371932.343750 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -371932.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -372012.718750 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -372012.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -372058.031250 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -372058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -372082.031250 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -372082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -372113.781250 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -372113.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -372141.000000 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -372141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -372171.031250 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -372171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -372203.875000 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -372203.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -372231.156250 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -372231.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -372257.125000 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -372257.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -372281.875000 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -372281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -372294.250000 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -372294.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -372301.250000 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -372301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -372311.781250 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -372311.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -372322.437500 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -372322.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -372336.937500 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -372336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -372345.468750 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -372345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -372353.625000 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -372353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -372357.843750 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -372357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -372359.593750 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -372359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -372364.062500 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -372364.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -372365.906250 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -372365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -372369.031250 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -372369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -372369.812500 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -372369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -372369.812500 Penalty: 3877.941406
	Iteration 29F: 3 clusters Score -372369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -454584.625000 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -454584.6 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 1453 members 
Entering Unmasked Estep 
Score: -451336.906250 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -451336.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -451979.250000 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -451979.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -452137.687500 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -452137.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -452222.968750 Penalty: 3957.412354
	Iteration 3Q: 3 clusters Score -452223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -452300.062500 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -452300.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -452376.093750 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -452376.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -452438.750000 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -452438.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -452505.562500 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -452505.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -452583.000000 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -452583 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -452655.281250 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -452655.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -452727.250000 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -452727.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -452784.781250 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -452784.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -452869.812500 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -452869.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -452969.125000 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -452969.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -453050.375000 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -453050.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -453129.312500 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -453129.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -453169.375000 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -453169.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -453191.187500 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -453191.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -453209.500000 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -453209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -453219.468750 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -453219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -453227.375000 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -453227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -453231.875000 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -453231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -453237.000000 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -453237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -453239.625000 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -453239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -453240.843750 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -453240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -453241.968750 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -453242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -453241.937500 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -453241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -453243.843750 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -453243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -453242.843750 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -453242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -453242.843750 Penalty: 3957.412354
	Iteration 29F: 3 clusters Score -453242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -882731.625000 Penalty: 2147.527832
	Iteration 0F: 2 clusters Score -882731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -877737.062500 Penalty: 4295.055664
	Iteration 0F: 3 clusters Score -877737.1 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -878998.375000 Penalty: 4295.055664
	Iteration 1F: 3 clusters Score -878998.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -879292.687500 Penalty: 4295.055664
	Iteration 2F: 3 clusters Score -879292.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -879517.437500 Penalty: 4295.055664
	Iteration 3F: 3 clusters Score -879517.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -879725.812500 Penalty: 4295.055664
	Iteration 4Q: 3 clusters Score -879725.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -879982.312500 Penalty: 4295.055664
	Iteration 5F: 3 clusters Score -879982.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -880191.250000 Penalty: 4295.055664
	Iteration 6Q: 3 clusters Score -880191.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -880385.187500 Penalty: 4295.055664
	Iteration 7Q: 3 clusters Score -880385.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -880561.937500 Penalty: 4295.055664
	Iteration 8Q: 3 clusters Score -880561.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -880743.812500 Penalty: 4295.055664
	Iteration 9Q: 3 clusters Score -880743.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -880928.625000 Penalty: 4295.055664
	Iteration 10Q: 3 clusters Score -880928.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -881112.937500 Penalty: 4295.055664
	Iteration 11Q: 3 clusters Score -881112.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -881293.875000 Penalty: 4295.055664
	Iteration 12Q: 3 clusters Score -881293.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -881446.562500 Penalty: 4295.055664
	Iteration 13Q: 3 clusters Score -881446.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -881589.687500 Penalty: 4295.055664
	Iteration 14Q: 3 clusters Score -881589.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -881716.750000 Penalty: 4295.055664
	Iteration 15Q: 3 clusters Score -881716.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -881822.562500 Penalty: 4295.055664
	Iteration 16Q: 3 clusters Score -881822.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -881941.187500 Penalty: 4295.055664
	Iteration 17Q: 3 clusters Score -881941.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -882042.687500 Penalty: 4295.055664
	Iteration 18Q: 3 clusters Score -882042.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -882100.250000 Penalty: 4295.055664
	Iteration 19Q: 3 clusters Score -882100.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -882131.500000 Penalty: 4295.055664
	Iteration 20F: 3 clusters Score -882131.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -882164.000000 Penalty: 4295.055664
	Iteration 21Q: 3 clusters Score -882164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -882192.000000 Penalty: 4295.055664
	Iteration 22Q: 3 clusters Score -882192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -882211.062500 Penalty: 4295.055664
	Iteration 23Q: 3 clusters Score -882211.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -882226.000000 Penalty: 4295.055664
	Iteration 24Q: 3 clusters Score -882226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -882233.437500 Penalty: 4295.055664
	Iteration 25Q: 3 clusters Score -882233.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -882240.687500 Penalty: 4295.055664
	Iteration 26Q: 3 clusters Score -882240.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -882242.562500 Penalty: 4295.055664
	Iteration 27Q: 3 clusters Score -882242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -882245.750000 Penalty: 4295.055664
	Iteration 28Q: 3 clusters Score -882245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -882246.562500 Penalty: 4295.055664
	Iteration 29Q: 3 clusters Score -882246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -882246.187500 Penalty: 4295.055664
	Iteration 30Q: 3 clusters Score -882246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -882248.625000 Penalty: 4295.055664
	Iteration 31Q: 3 clusters Score -882248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -882248.625000 Penalty: 4295.055664
	Iteration 32F: 3 clusters Score -882248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Entering Unmasked Estep 
Score: -1372931.125000 Penalty: 2245.488281
	Iteration 0F: 2 clusters Score -1372931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1366199.375000 Penalty: 4490.976562
	Iteration 0F: 3 clusters Score -1366199 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1367989.250000 Penalty: 4490.976562
	Iteration 1F: 3 clusters Score -1367989 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1368248.875000 Penalty: 4490.976562
	Iteration 2F: 3 clusters Score -1368249 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1368441.125000 Penalty: 4490.976562
	Iteration 3F: 3 clusters Score -1368441 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1368604.625000 Penalty: 4490.976562
	Iteration 4Q: 3 clusters Score -1368605 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1368752.750000 Penalty: 4490.976562
	Iteration 5Q: 3 clusters Score -1368753 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1368903.750000 Penalty: 4490.976562
	Iteration 6Q: 3 clusters Score -1368904 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1369082.375000 Penalty: 4490.976562
	Iteration 7Q: 3 clusters Score -1369082 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1369270.125000 Penalty: 4490.976562
	Iteration 8Q: 3 clusters Score -1369270 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1369487.500000 Penalty: 4490.976562
	Iteration 9Q: 3 clusters Score -1369488 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1369683.250000 Penalty: 4490.976562
	Iteration 10Q: 3 clusters Score -1369683 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1369883.750000 Penalty: 4490.976562
	Iteration 11Q: 3 clusters Score -1369884 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1370058.375000 Penalty: 4490.976562
	Iteration 12Q: 3 clusters Score -1370058 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1370214.125000 Penalty: 4490.976562
	Iteration 13Q: 3 clusters Score -1370214 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1370351.625000 Penalty: 4490.976562
	Iteration 14Q: 3 clusters Score -1370352 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1370464.125000 Penalty: 4490.976562
	Iteration 15Q: 3 clusters Score -1370464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1370547.750000 Penalty: 4490.976562
	Iteration 16Q: 3 clusters Score -1370548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1370616.500000 Penalty: 4490.976562
	Iteration 17Q: 3 clusters Score -1370616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1370670.000000 Penalty: 4490.976562
	Iteration 18Q: 3 clusters Score -1370670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1370716.500000 Penalty: 4490.976562
	Iteration 19Q: 3 clusters Score -1370716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1370757.625000 Penalty: 4490.976562
	Iteration 20F: 3 clusters Score -1370758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1370789.125000 Penalty: 4490.976562
	Iteration 21Q: 3 clusters Score -1370789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1370808.875000 Penalty: 4490.976562
	Iteration 22Q: 3 clusters Score -1370809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1370829.250000 Penalty: 4490.976562
	Iteration 23Q: 3 clusters Score -1370829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1370856.000000 Penalty: 4490.976562
	Iteration 24Q: 3 clusters Score -1370856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1370886.250000 Penalty: 4490.976562
	Iteration 25Q: 3 clusters Score -1370886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1370908.000000 Penalty: 4490.976562
	Iteration 26Q: 3 clusters Score -1370908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1370925.125000 Penalty: 4490.976562
	Iteration 27Q: 3 clusters Score -1370925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1370935.000000 Penalty: 4490.976562
	Iteration 28Q: 3 clusters Score -1370935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1370942.250000 Penalty: 4490.976562
	Iteration 29Q: 3 clusters Score -1370942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1370952.250000 Penalty: 4490.976562
	Iteration 30Q: 3 clusters Score -1370952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1370954.750000 Penalty: 4490.976562
	Iteration 31Q: 3 clusters Score -1370955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1370960.750000 Penalty: 4490.976562
	Iteration 32Q: 3 clusters Score -1370961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1370964.625000 Penalty: 4490.976562
	Iteration 33Q: 3 clusters Score -1370965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1370969.125000 Penalty: 4490.976562
	Iteration 34Q: 3 clusters Score -1370969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1370975.625000 Penalty: 4490.976562
	Iteration 35Q: 3 clusters Score -1370976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1370982.000000 Penalty: 4490.976562
	Iteration 36Q: 3 clusters Score -1370982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1370988.125000 Penalty: 4490.976562
	Iteration 37Q: 3 clusters Score -1370988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1370991.750000 Penalty: 4490.976562
	Iteration 38Q: 3 clusters Score -1370992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1370993.625000 Penalty: 4490.976562
	Iteration 39Q: 3 clusters Score -1370994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1370996.875000 Penalty: 4490.976562
	Iteration 40F: 3 clusters Score -1370997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1370996.250000 Penalty: 4490.976562
	Iteration 41Q: 3 clusters Score -1370996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1370996.250000 Penalty: 4490.976562
	Iteration 42F: 3 clusters Score -1370996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -610396.812500 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -610396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -606471.062500 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -606471.1 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -607282.500000 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -607282.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -607474.437500 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -607474.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -607616.000000 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -607616 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -607738.437500 Penalty: 4120.132324
	Iteration 4Q: 3 clusters Score -607738.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -607826.500000 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -607826.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -607899.312500 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -607899.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -607969.000000 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -607969 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -608027.000000 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -608027 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -608077.000000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -608077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -608138.875000 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -608138.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -608189.437500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -608189.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -608233.625000 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -608233.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -608265.250000 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -608265.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -608287.375000 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -608287.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -608304.125000 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -608304.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -608327.062500 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -608327.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -608348.000000 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -608348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -608379.000000 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -608379 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -608405.125000 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -608405.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -608420.875000 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -608420.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -608432.250000 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -608432.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -608443.250000 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -608443.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -608455.500000 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -608455.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -608466.000000 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -608466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -608472.625000 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -608472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -608477.250000 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -608477.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -608487.500000 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -608487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -608501.687500 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -608501.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -608513.812500 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -608513.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -608529.750000 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -608529.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -608546.312500 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -608546.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -608555.625000 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -608555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -608566.312500 Penalty: 4120.132324
	Iteration 33Q: 3 clusters Score -608566.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -608579.937500 Penalty: 4120.132324
	Iteration 34Q: 3 clusters Score -608579.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -608593.312500 Penalty: 4120.132324
	Iteration 35Q: 3 clusters Score -608593.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -608605.562500 Penalty: 4120.132324
	Iteration 36Q: 3 clusters Score -608605.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -608612.250000 Penalty: 4120.132324
	Iteration 37Q: 3 clusters Score -608612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -608619.250000 Penalty: 4120.132324
	Iteration 38Q: 3 clusters Score -608619.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -608626.000000 Penalty: 4120.132324
	Iteration 39Q: 3 clusters Score -608626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -608633.750000 Penalty: 4120.132324
	Iteration 40F: 3 clusters Score -608633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -608645.000000 Penalty: 4120.132324
	Iteration 41Q: 3 clusters Score -608645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -608651.687500 Penalty: 4120.132324
	Iteration 42Q: 3 clusters Score -608651.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -608659.187500 Penalty: 4120.132324
	Iteration 43Q: 3 clusters Score -608659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -608665.687500 Penalty: 4120.132324
	Iteration 44Q: 3 clusters Score -608665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -608671.312500 Penalty: 4120.132324
	Iteration 45Q: 3 clusters Score -608671.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -608678.000000 Penalty: 4120.132324
	Iteration 46Q: 3 clusters Score -608678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -608685.562500 Penalty: 4120.132324
	Iteration 47Q: 3 clusters Score -608685.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -608690.375000 Penalty: 4120.132324
	Iteration 48Q: 3 clusters Score -608690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -608698.000000 Penalty: 4120.132324
	Iteration 49Q: 3 clusters Score -608698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -608702.500000 Penalty: 4120.132324
	Iteration 50Q: 3 clusters Score -608702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -608704.187500 Penalty: 4120.132324
	Iteration 51Q: 3 clusters Score -608704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -608707.000000 Penalty: 4120.132324
	Iteration 52Q: 3 clusters Score -608707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -608707.500000 Penalty: 4120.132324
	Iteration 53Q: 3 clusters Score -608707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -608707.875000 Penalty: 4120.132324
	Iteration 54Q: 3 clusters Score -608707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -608708.437500 Penalty: 4120.132324
	Iteration 55Q: 3 clusters Score -608708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -608709.750000 Penalty: 4120.132324
	Iteration 56Q: 3 clusters Score -608709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -608713.500000 Penalty: 4120.132324
	Iteration 57Q: 3 clusters Score -608713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -608715.187500 Penalty: 4120.132324
	Iteration 58Q: 3 clusters Score -608715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -608717.125000 Penalty: 4120.132324
	Iteration 59Q: 3 clusters Score -608717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -608719.625000 Penalty: 4120.132324
	Iteration 60F: 3 clusters Score -608719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -608721.125000 Penalty: 4120.132324
	Iteration 61Q: 3 clusters Score -608721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -608723.437500 Penalty: 4120.132324
	Iteration 62Q: 3 clusters Score -608723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -608724.500000 Penalty: 4120.132324
	Iteration 63Q: 3 clusters Score -608724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -608724.500000 Penalty: 4120.132324
	Iteration 64Q: 3 clusters Score -608724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -608725.000000 Penalty: 4120.132324
	Iteration 65Q: 3 clusters Score -608725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -608724.750000 Penalty: 4120.132324
	Iteration 66Q: 3 clusters Score -608724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -608725.000000 Penalty: 4120.132324
	Iteration 67Q: 3 clusters Score -608725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -608725.812500 Penalty: 4120.132324
	Iteration 68Q: 3 clusters Score -608725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -608725.812500 Penalty: 4120.132324
	Iteration 69F: 3 clusters Score -608725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -826661.250000 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -826661.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -821950.125000 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -821950.1 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -823092.062500 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -823092.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -823320.562500 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -823320.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -823508.750000 Penalty: 4263.159180
	Iteration 3F: 3 clusters Score -823508.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -823725.687500 Penalty: 4263.159180
	Iteration 4Q: 3 clusters Score -823725.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -824008.125000 Penalty: 4263.159180
	Iteration 5F: 3 clusters Score -824008.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -824321.625000 Penalty: 4263.159180
	Iteration 6F: 3 clusters Score -824321.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -824659.437500 Penalty: 4263.159180
	Iteration 7F: 3 clusters Score -824659.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -825034.500000 Penalty: 4263.159180
	Iteration 8F: 3 clusters Score -825034.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -825367.000000 Penalty: 4263.159180
	Iteration 9F: 3 clusters Score -825367 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -825655.875000 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -825655.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -825989.500000 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -825989.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -826437.250000 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -826437.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -826727.750000 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -826727.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -826871.750000 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -826871.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -826972.437500 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -826972.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -827039.625000 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -827039.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -827079.750000 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -827079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -827103.875000 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -827103.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -827121.937500 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -827121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -827130.125000 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -827130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -827136.125000 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -827136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -827143.187500 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -827143.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -827151.687500 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -827151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -827159.375000 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -827159.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -827164.625000 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -827164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -827168.875000 Penalty: 4263.159180
	Iteration 26Q: 3 clusters Score -827168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -827174.750000 Penalty: 4263.159180
	Iteration 27Q: 3 clusters Score -827174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -827175.125000 Penalty: 4263.159180
	Iteration 28Q: 3 clusters Score -827175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -827177.250000 Penalty: 4263.159180
	Iteration 29Q: 3 clusters Score -827177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -827179.250000 Penalty: 4263.159180
	Iteration 30Q: 3 clusters Score -827179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -827180.750000 Penalty: 4263.159180
	Iteration 31Q: 3 clusters Score -827180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -827182.687500 Penalty: 4263.159180
	Iteration 32Q: 3 clusters Score -827182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -827185.250000 Penalty: 4263.159180
	Iteration 33Q: 3 clusters Score -827185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -827188.750000 Penalty: 4263.159180
	Iteration 34Q: 3 clusters Score -827188.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -827190.375000 Penalty: 4263.159180
	Iteration 35Q: 3 clusters Score -827190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -827192.437500 Penalty: 4263.159180
	Iteration 36Q: 3 clusters Score -827192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -827193.437500 Penalty: 4263.159180
	Iteration 37Q: 3 clusters Score -827193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -827200.437500 Penalty: 4263.159180
	Iteration 38Q: 3 clusters Score -827200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -827205.812500 Penalty: 4263.159180
	Iteration 39Q: 3 clusters Score -827205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -827211.437500 Penalty: 4263.159180
	Iteration 40F: 3 clusters Score -827211.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -827217.000000 Penalty: 4263.159180
	Iteration 41Q: 3 clusters Score -827217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -827221.500000 Penalty: 4263.159180
	Iteration 42Q: 3 clusters Score -827221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -827227.625000 Penalty: 4263.159180
	Iteration 43Q: 3 clusters Score -827227.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -827230.562500 Penalty: 4263.159180
	Iteration 44Q: 3 clusters Score -827230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -827232.562500 Penalty: 4263.159180
	Iteration 45Q: 3 clusters Score -827232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -827233.250000 Penalty: 4263.159180
	Iteration 46Q: 3 clusters Score -827233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -827234.312500 Penalty: 4263.159180
	Iteration 47Q: 3 clusters Score -827234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -827236.437500 Penalty: 4263.159180
	Iteration 48Q: 3 clusters Score -827236.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -827240.250000 Penalty: 4263.159180
	Iteration 49Q: 3 clusters Score -827240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -827242.562500 Penalty: 4263.159180
	Iteration 50Q: 3 clusters Score -827242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -827246.437500 Penalty: 4263.159180
	Iteration 51Q: 3 clusters Score -827246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -827247.562500 Penalty: 4263.159180
	Iteration 52Q: 3 clusters Score -827247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -827245.875000 Penalty: 4263.159180
	Iteration 53Q: 3 clusters Score -827245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -827246.500000 Penalty: 4263.159180
	Iteration 54Q: 3 clusters Score -827246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -827246.500000 Penalty: 4263.159180
	Iteration 55F: 3 clusters Score -827246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104791 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23862 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42173 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18747 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45556 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 3912 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3274 members 
Mstep: Class 64 contains 55572 members 
Mstep: Class 65 contains 2554 members 
Mstep: Class 66 contains 1493 members 
Entering Unmasked Estep 
Score: -151881776.000000 Penalty: 226118.828125
Splitting cluster 58 changes total score from -151882784.000000 to -151881776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -926387.437500 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -926387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -921280.562500 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -921280.6 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -922729.375000 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -922729.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -923038.687500 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -923038.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -923216.250000 Penalty: 4316.032715
	Iteration 3F: 3 clusters Score -923216.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -923339.125000 Penalty: 4316.032715
	Iteration 4Q: 3 clusters Score -923339.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -923425.687500 Penalty: 4316.032715
	Iteration 5Q: 3 clusters Score -923425.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -923501.625000 Penalty: 4316.032715
	Iteration 6Q: 3 clusters Score -923501.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -923575.812500 Penalty: 4316.032715
	Iteration 7Q: 3 clusters Score -923575.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -923647.625000 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -923647.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -923709.250000 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -923709.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -923761.875000 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -923761.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -923812.625000 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -923812.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -923854.875000 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -923854.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -923900.062500 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -923900.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -923933.875000 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -923933.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -923971.750000 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -923971.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -924011.312500 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -924011.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -924060.312500 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -924060.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -924110.500000 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -924110.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -924171.062500 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -924171.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -924233.750000 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -924233.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -924287.687500 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -924287.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -924346.312500 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -924346.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -924407.187500 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -924407.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -924465.875000 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -924465.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -924525.375000 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -924525.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -924583.687500 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -924583.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -924628.437500 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -924628.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -924672.312500 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -924672.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -924703.625000 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -924703.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -924739.750000 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -924739.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -924767.000000 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -924767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -924799.625000 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -924799.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -924829.125000 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -924829.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -924853.187500 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -924853.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -924873.562500 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -924873.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -924887.937500 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -924887.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -924899.687500 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -924899.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -924905.687500 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -924905.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -924918.437500 Penalty: 4316.032715
	Iteration 39Q: 3 clusters Score -924918.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -924929.562500 Penalty: 4316.032715
	Iteration 40F: 3 clusters Score -924929.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -924938.250000 Penalty: 4316.032715
	Iteration 41Q: 3 clusters Score -924938.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -924941.500000 Penalty: 4316.032715
	Iteration 42Q: 3 clusters Score -924941.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -924943.625000 Penalty: 4316.032715
	Iteration 43Q: 3 clusters Score -924943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -924944.875000 Penalty: 4316.032715
	Iteration 44Q: 3 clusters Score -924944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -924947.750000 Penalty: 4316.032715
	Iteration 45Q: 3 clusters Score -924947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -924948.812500 Penalty: 4316.032715
	Iteration 46Q: 3 clusters Score -924948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -924949.687500 Penalty: 4316.032715
	Iteration 47Q: 3 clusters Score -924949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -924950.625000 Penalty: 4316.032715
	Iteration 48Q: 3 clusters Score -924950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -924952.562500 Penalty: 4316.032715
	Iteration 49Q: 3 clusters Score -924952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -924953.187500 Penalty: 4316.032715
	Iteration 50Q: 3 clusters Score -924953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -924955.625000 Penalty: 4316.032715
	Iteration 51Q: 3 clusters Score -924955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -924956.625000 Penalty: 4316.032715
	Iteration 52Q: 3 clusters Score -924956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -924956.687500 Penalty: 4316.032715
	Iteration 53Q: 3 clusters Score -924956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -924957.187500 Penalty: 4316.032715
	Iteration 54Q: 3 clusters Score -924957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -924957.437500 Penalty: 4316.032715
	Iteration 55Q: 3 clusters Score -924957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -924957.625000 Penalty: 4316.032715
	Iteration 56Q: 3 clusters Score -924957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -924959.187500 Penalty: 4316.032715
	Iteration 57Q: 3 clusters Score -924959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -924959.500000 Penalty: 4316.032715
	Iteration 58Q: 3 clusters Score -924959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -924961.750000 Penalty: 4316.032715
	Iteration 59Q: 3 clusters Score -924961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -924960.875000 Penalty: 4316.032715
	Iteration 60F: 3 clusters Score -924960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -924962.375000 Penalty: 4316.032715
	Iteration 61Q: 3 clusters Score -924962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -924962.437500 Penalty: 4316.032715
	Iteration 62Q: 3 clusters Score -924962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -924964.000000 Penalty: 4316.032715
	Iteration 63Q: 3 clusters Score -924964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -924963.062500 Penalty: 4316.032715
	Iteration 64Q: 3 clusters Score -924963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -924964.062500 Penalty: 4316.032715
	Iteration 65Q: 3 clusters Score -924964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -924966.375000 Penalty: 4316.032715
	Iteration 66Q: 3 clusters Score -924966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -924968.312500 Penalty: 4316.032715
	Iteration 67Q: 3 clusters Score -924968.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -924970.125000 Penalty: 4316.032715
	Iteration 68Q: 3 clusters Score -924970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -924969.625000 Penalty: 4316.032715
	Iteration 69Q: 3 clusters Score -924969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -924970.875000 Penalty: 4316.032715
	Iteration 70Q: 3 clusters Score -924970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -924973.375000 Penalty: 4316.032715
	Iteration 71Q: 3 clusters Score -924973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -924973.750000 Penalty: 4316.032715
	Iteration 72Q: 3 clusters Score -924973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -924974.375000 Penalty: 4316.032715
	Iteration 73Q: 3 clusters Score -924974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -924973.437500 Penalty: 4316.032715
	Iteration 74Q: 3 clusters Score -924973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -924974.187500 Penalty: 4316.032715
	Iteration 75Q: 3 clusters Score -924974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -924976.000000 Penalty: 4316.032715
	Iteration 76Q: 3 clusters Score -924976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -924976.875000 Penalty: 4316.032715
	Iteration 77Q: 3 clusters Score -924976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -924977.250000 Penalty: 4316.032715
	Iteration 78Q: 3 clusters Score -924977.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -924977.250000 Penalty: 4316.032715
	Iteration 79F: 3 clusters Score -924977.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -915522.312500 Penalty: 2159.127686
	Iteration 0F: 2 clusters Score -915522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -910435.812500 Penalty: 4318.255371
	Iteration 0F: 3 clusters Score -910435.8 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -911753.750000 Penalty: 4318.255371
	Iteration 1F: 3 clusters Score -911753.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -912041.875000 Penalty: 4318.255371
	Iteration 2F: 3 clusters Score -912041.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -912249.812500 Penalty: 4318.255371
	Iteration 3F: 3 clusters Score -912249.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -912442.500000 Penalty: 4318.255371
	Iteration 4Q: 3 clusters Score -912442.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -912625.312500 Penalty: 4318.255371
	Iteration 5Q: 3 clusters Score -912625.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -912789.250000 Penalty: 4318.255371
	Iteration 6Q: 3 clusters Score -912789.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -912924.562500 Penalty: 4318.255371
	Iteration 7Q: 3 clusters Score -912924.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -913073.375000 Penalty: 4318.255371
	Iteration 8Q: 3 clusters Score -913073.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -913190.375000 Penalty: 4318.255371
	Iteration 9Q: 3 clusters Score -913190.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -913282.625000 Penalty: 4318.255371
	Iteration 10Q: 3 clusters Score -913282.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -913355.437500 Penalty: 4318.255371
	Iteration 11Q: 3 clusters Score -913355.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -913427.937500 Penalty: 4318.255371
	Iteration 12Q: 3 clusters Score -913427.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -913475.750000 Penalty: 4318.255371
	Iteration 13Q: 3 clusters Score -913475.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -913520.125000 Penalty: 4318.255371
	Iteration 14Q: 3 clusters Score -913520.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -913546.625000 Penalty: 4318.255371
	Iteration 15Q: 3 clusters Score -913546.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -913568.312500 Penalty: 4318.255371
	Iteration 16Q: 3 clusters Score -913568.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -913577.125000 Penalty: 4318.255371
	Iteration 17Q: 3 clusters Score -913577.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -913592.000000 Penalty: 4318.255371
	Iteration 18Q: 3 clusters Score -913592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -913605.062500 Penalty: 4318.255371
	Iteration 19Q: 3 clusters Score -913605.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -913617.500000 Penalty: 4318.255371
	Iteration 20F: 3 clusters Score -913617.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -913631.687500 Penalty: 4318.255371
	Iteration 21Q: 3 clusters Score -913631.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -913655.312500 Penalty: 4318.255371
	Iteration 22Q: 3 clusters Score -913655.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -913680.000000 Penalty: 4318.255371
	Iteration 23Q: 3 clusters Score -913680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -913699.562500 Penalty: 4318.255371
	Iteration 24Q: 3 clusters Score -913699.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -913716.625000 Penalty: 4318.255371
	Iteration 25Q: 3 clusters Score -913716.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -913728.000000 Penalty: 4318.255371
	Iteration 26Q: 3 clusters Score -913728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -913736.437500 Penalty: 4318.255371
	Iteration 27Q: 3 clusters Score -913736.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -913747.875000 Penalty: 4318.255371
	Iteration 28Q: 3 clusters Score -913747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -913754.500000 Penalty: 4318.255371
	Iteration 29Q: 3 clusters Score -913754.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -913759.562500 Penalty: 4318.255371
	Iteration 30Q: 3 clusters Score -913759.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -913765.500000 Penalty: 4318.255371
	Iteration 31Q: 3 clusters Score -913765.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -913773.500000 Penalty: 4318.255371
	Iteration 32Q: 3 clusters Score -913773.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -913785.750000 Penalty: 4318.255371
	Iteration 33Q: 3 clusters Score -913785.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -913804.312500 Penalty: 4318.255371
	Iteration 34Q: 3 clusters Score -913804.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -913830.875000 Penalty: 4318.255371
	Iteration 35Q: 3 clusters Score -913830.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -913856.125000 Penalty: 4318.255371
	Iteration 36Q: 3 clusters Score -913856.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -913880.750000 Penalty: 4318.255371
	Iteration 37Q: 3 clusters Score -913880.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -913912.312500 Penalty: 4318.255371
	Iteration 38Q: 3 clusters Score -913912.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -913945.500000 Penalty: 4318.255371
	Iteration 39Q: 3 clusters Score -913945.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -913972.500000 Penalty: 4318.255371
	Iteration 40F: 3 clusters Score -913972.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -913995.250000 Penalty: 4318.255371
	Iteration 41Q: 3 clusters Score -913995.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -914016.250000 Penalty: 4318.255371
	Iteration 42Q: 3 clusters Score -914016.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -914031.437500 Penalty: 4318.255371
	Iteration 43Q: 3 clusters Score -914031.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -914043.625000 Penalty: 4318.255371
	Iteration 44Q: 3 clusters Score -914043.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -914055.875000 Penalty: 4318.255371
	Iteration 45Q: 3 clusters Score -914055.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -914066.812500 Penalty: 4318.255371
	Iteration 46Q: 3 clusters Score -914066.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -914072.937500 Penalty: 4318.255371
	Iteration 47Q: 3 clusters Score -914072.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -914082.250000 Penalty: 4318.255371
	Iteration 48Q: 3 clusters Score -914082.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -914090.125000 Penalty: 4318.255371
	Iteration 49Q: 3 clusters Score -914090.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -914097.562500 Penalty: 4318.255371
	Iteration 50Q: 3 clusters Score -914097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -914100.250000 Penalty: 4318.255371
	Iteration 51Q: 3 clusters Score -914100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -914102.625000 Penalty: 4318.255371
	Iteration 52Q: 3 clusters Score -914102.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -914106.750000 Penalty: 4318.255371
	Iteration 53Q: 3 clusters Score -914106.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -914115.062500 Penalty: 4318.255371
	Iteration 54Q: 3 clusters Score -914115.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -914124.437500 Penalty: 4318.255371
	Iteration 55Q: 3 clusters Score -914124.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -914133.000000 Penalty: 4318.255371
	Iteration 56Q: 3 clusters Score -914133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -914148.625000 Penalty: 4318.255371
	Iteration 57Q: 3 clusters Score -914148.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -914159.562500 Penalty: 4318.255371
	Iteration 58Q: 3 clusters Score -914159.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -914174.937500 Penalty: 4318.255371
	Iteration 59Q: 3 clusters Score -914174.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -914191.187500 Penalty: 4318.255371
	Iteration 60F: 3 clusters Score -914191.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -914197.562500 Penalty: 4318.255371
	Iteration 61Q: 3 clusters Score -914197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -914200.937500 Penalty: 4318.255371
	Iteration 62Q: 3 clusters Score -914200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -914208.937500 Penalty: 4318.255371
	Iteration 63Q: 3 clusters Score -914208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -914214.250000 Penalty: 4318.255371
	Iteration 64Q: 3 clusters Score -914214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -914223.125000 Penalty: 4318.255371
	Iteration 65Q: 3 clusters Score -914223.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -914233.500000 Penalty: 4318.255371
	Iteration 66Q: 3 clusters Score -914233.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -914243.500000 Penalty: 4318.255371
	Iteration 67Q: 3 clusters Score -914243.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -914259.000000 Penalty: 4318.255371
	Iteration 68Q: 3 clusters Score -914259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -914274.375000 Penalty: 4318.255371
	Iteration 69Q: 3 clusters Score -914274.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -914289.375000 Penalty: 4318.255371
	Iteration 70Q: 3 clusters Score -914289.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -914302.562500 Penalty: 4318.255371
	Iteration 71Q: 3 clusters Score -914302.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -914313.250000 Penalty: 4318.255371
	Iteration 72Q: 3 clusters Score -914313.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -914326.375000 Penalty: 4318.255371
	Iteration 73Q: 3 clusters Score -914326.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -914340.375000 Penalty: 4318.255371
	Iteration 74Q: 3 clusters Score -914340.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -914351.000000 Penalty: 4318.255371
	Iteration 75Q: 3 clusters Score -914351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -914361.250000 Penalty: 4318.255371
	Iteration 76Q: 3 clusters Score -914361.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -914370.187500 Penalty: 4318.255371
	Iteration 77Q: 3 clusters Score -914370.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -914382.500000 Penalty: 4318.255371
	Iteration 78Q: 3 clusters Score -914382.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -914396.250000 Penalty: 4318.255371
	Iteration 79Q: 3 clusters Score -914396.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -914417.125000 Penalty: 4318.255371
	Iteration 80F: 3 clusters Score -914417.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -914450.375000 Penalty: 4318.255371
	Iteration 81Q: 3 clusters Score -914450.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -914497.500000 Penalty: 4318.255371
	Iteration 82Q: 3 clusters Score -914497.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -914559.000000 Penalty: 4318.255371
	Iteration 83Q: 3 clusters Score -914559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -914621.312500 Penalty: 4318.255371
	Iteration 84Q: 3 clusters Score -914621.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -914673.062500 Penalty: 4318.255371
	Iteration 85Q: 3 clusters Score -914673.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -914724.250000 Penalty: 4318.255371
	Iteration 86Q: 3 clusters Score -914724.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -914767.562500 Penalty: 4318.255371
	Iteration 87Q: 3 clusters Score -914767.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -914800.562500 Penalty: 4318.255371
	Iteration 88Q: 3 clusters Score -914800.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -914827.437500 Penalty: 4318.255371
	Iteration 89Q: 3 clusters Score -914827.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -914854.250000 Penalty: 4318.255371
	Iteration 90Q: 3 clusters Score -914854.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -914866.187500 Penalty: 4318.255371
	Iteration 91Q: 3 clusters Score -914866.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -914878.500000 Penalty: 4318.255371
	Iteration 92Q: 3 clusters Score -914878.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -914889.562500 Penalty: 4318.255371
	Iteration 93Q: 3 clusters Score -914889.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -914896.187500 Penalty: 4318.255371
	Iteration 94Q: 3 clusters Score -914896.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -914902.187500 Penalty: 4318.255371
	Iteration 95Q: 3 clusters Score -914902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -914904.000000 Penalty: 4318.255371
	Iteration 96Q: 3 clusters Score -914904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -914905.000000 Penalty: 4318.255371
	Iteration 97Q: 3 clusters Score -914905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -914905.125000 Penalty: 4318.255371
	Iteration 98Q: 3 clusters Score -914905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -914907.875000 Penalty: 4318.255371
	Iteration 99Q: 3 clusters Score -914907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -914910.187500 Penalty: 4318.255371
	Iteration 100F: 3 clusters Score -914910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -914911.500000 Penalty: 4318.255371
	Iteration 101Q: 3 clusters Score -914911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -914914.250000 Penalty: 4318.255371
	Iteration 102Q: 3 clusters Score -914914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -914913.625000 Penalty: 4318.255371
	Iteration 103Q: 3 clusters Score -914913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -914913.625000 Penalty: 4318.255371
	Iteration 104F: 3 clusters Score -914913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -47070.593750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -47070.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45763.039062 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45763.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45877.042969 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45877.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45968.402344 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -45968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45990.234375 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45990.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45998.566406 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -45998.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46010.839844 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -46010.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46018.453125 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -46018.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46018.453125 Penalty: 2868.777344
	Iteration 7F: 3 clusters Score -46018.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -45452.960938 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -45452.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44127.148438 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -44127.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44253.152344 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -44253.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44293.066406 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -44293.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44320.375000 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -44320.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44339.644531 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -44339.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44353.984375 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -44353.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44361.582031 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -44361.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44364.109375 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -44364.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44368.785156 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -44368.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44385.992188 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -44385.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44393.609375 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -44393.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44393.609375 Penalty: 2871.820312
	Iteration 11F: 3 clusters Score -44393.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -497869.312500 Penalty: 2007.254517
	Iteration 0F: 2 clusters Score -497869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -494414.281250 Penalty: 4014.509033
	Iteration 0F: 3 clusters Score -494414.3 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -495136.406250 Penalty: 4014.509033
	Iteration 1F: 3 clusters Score -495136.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -495373.906250 Penalty: 4014.509033
	Iteration 2F: 3 clusters Score -495373.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -495497.750000 Penalty: 4014.509033
	Iteration 3F: 3 clusters Score -495497.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -495591.406250 Penalty: 4014.509033
	Iteration 4Q: 3 clusters Score -495591.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -495653.250000 Penalty: 4014.509033
	Iteration 5Q: 3 clusters Score -495653.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -495700.531250 Penalty: 4014.509033
	Iteration 6Q: 3 clusters Score -495700.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -495743.000000 Penalty: 4014.509033
	Iteration 7Q: 3 clusters Score -495743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -495789.156250 Penalty: 4014.509033
	Iteration 8Q: 3 clusters Score -495789.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -495825.812500 Penalty: 4014.509033
	Iteration 9Q: 3 clusters Score -495825.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -495857.812500 Penalty: 4014.509033
	Iteration 10Q: 3 clusters Score -495857.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -495879.218750 Penalty: 4014.509033
	Iteration 11Q: 3 clusters Score -495879.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -495898.000000 Penalty: 4014.509033
	Iteration 12Q: 3 clusters Score -495898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -495919.500000 Penalty: 4014.509033
	Iteration 13Q: 3 clusters Score -495919.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -495937.843750 Penalty: 4014.509033
	Iteration 14Q: 3 clusters Score -495937.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -495955.218750 Penalty: 4014.509033
	Iteration 15Q: 3 clusters Score -495955.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -495972.656250 Penalty: 4014.509033
	Iteration 16Q: 3 clusters Score -495972.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -495994.125000 Penalty: 4014.509033
	Iteration 17Q: 3 clusters Score -495994.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -496014.187500 Penalty: 4014.509033
	Iteration 18Q: 3 clusters Score -496014.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -496030.312500 Penalty: 4014.509033
	Iteration 19Q: 3 clusters Score -496030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -496038.906250 Penalty: 4014.509033
	Iteration 20F: 3 clusters Score -496038.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -496045.437500 Penalty: 4014.509033
	Iteration 21Q: 3 clusters Score -496045.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -496052.906250 Penalty: 4014.509033
	Iteration 22Q: 3 clusters Score -496052.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -496064.031250 Penalty: 4014.509033
	Iteration 23Q: 3 clusters Score -496064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -496077.843750 Penalty: 4014.509033
	Iteration 24Q: 3 clusters Score -496077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -496097.562500 Penalty: 4014.509033
	Iteration 25Q: 3 clusters Score -496097.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -496116.406250 Penalty: 4014.509033
	Iteration 26Q: 3 clusters Score -496116.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -496135.062500 Penalty: 4014.509033
	Iteration 27Q: 3 clusters Score -496135.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -496150.062500 Penalty: 4014.509033
	Iteration 28Q: 3 clusters Score -496150.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -496165.562500 Penalty: 4014.509033
	Iteration 29Q: 3 clusters Score -496165.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -496177.000000 Penalty: 4014.509033
	Iteration 30Q: 3 clusters Score -496177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -496186.593750 Penalty: 4014.509033
	Iteration 31Q: 3 clusters Score -496186.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -496194.281250 Penalty: 4014.509033
	Iteration 32Q: 3 clusters Score -496194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -496198.093750 Penalty: 4014.509033
	Iteration 33Q: 3 clusters Score -496198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -496199.687500 Penalty: 4014.509033
	Iteration 34Q: 3 clusters Score -496199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -496202.968750 Penalty: 4014.509033
	Iteration 35Q: 3 clusters Score -496203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -496205.718750 Penalty: 4014.509033
	Iteration 36Q: 3 clusters Score -496205.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -496211.187500 Penalty: 4014.509033
	Iteration 37Q: 3 clusters Score -496211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -496219.031250 Penalty: 4014.509033
	Iteration 38Q: 3 clusters Score -496219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -496224.968750 Penalty: 4014.509033
	Iteration 39Q: 3 clusters Score -496225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -496234.468750 Penalty: 4014.509033
	Iteration 40F: 3 clusters Score -496234.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -496250.156250 Penalty: 4014.509033
	Iteration 41Q: 3 clusters Score -496250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -496264.125000 Penalty: 4014.509033
	Iteration 42Q: 3 clusters Score -496264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -496278.281250 Penalty: 4014.509033
	Iteration 43Q: 3 clusters Score -496278.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -496288.281250 Penalty: 4014.509033
	Iteration 44Q: 3 clusters Score -496288.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -496303.218750 Penalty: 4014.509033
	Iteration 45Q: 3 clusters Score -496303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -496316.781250 Penalty: 4014.509033
	Iteration 46Q: 3 clusters Score -496316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -496332.781250 Penalty: 4014.509033
	Iteration 47Q: 3 clusters Score -496332.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -496349.937500 Penalty: 4014.509033
	Iteration 48Q: 3 clusters Score -496349.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -496370.437500 Penalty: 4014.509033
	Iteration 49Q: 3 clusters Score -496370.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -496399.406250 Penalty: 4014.509033
	Iteration 50Q: 3 clusters Score -496399.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -496414.500000 Penalty: 4014.509033
	Iteration 51Q: 3 clusters Score -496414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -496420.968750 Penalty: 4014.509033
	Iteration 52Q: 3 clusters Score -496421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -496425.500000 Penalty: 4014.509033
	Iteration 53Q: 3 clusters Score -496425.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -496433.906250 Penalty: 4014.509033
	Iteration 54Q: 3 clusters Score -496433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -496442.375000 Penalty: 4014.509033
	Iteration 55Q: 3 clusters Score -496442.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -496451.593750 Penalty: 4014.509033
	Iteration 56Q: 3 clusters Score -496451.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -496459.062500 Penalty: 4014.509033
	Iteration 57Q: 3 clusters Score -496459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -496466.312500 Penalty: 4014.509033
	Iteration 58Q: 3 clusters Score -496466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -496474.750000 Penalty: 4014.509033
	Iteration 59Q: 3 clusters Score -496474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -496487.468750 Penalty: 4014.509033
	Iteration 60F: 3 clusters Score -496487.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -496500.593750 Penalty: 4014.509033
	Iteration 61Q: 3 clusters Score -496500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -496509.312500 Penalty: 4014.509033
	Iteration 62Q: 3 clusters Score -496509.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -496524.125000 Penalty: 4014.509033
	Iteration 63Q: 3 clusters Score -496524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -496544.687500 Penalty: 4014.509033
	Iteration 64Q: 3 clusters Score -496544.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -496569.687500 Penalty: 4014.509033
	Iteration 65Q: 3 clusters Score -496569.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -496600.625000 Penalty: 4014.509033
	Iteration 66Q: 3 clusters Score -496600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -496624.718750 Penalty: 4014.509033
	Iteration 67Q: 3 clusters Score -496624.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -496640.750000 Penalty: 4014.509033
	Iteration 68Q: 3 clusters Score -496640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -496655.093750 Penalty: 4014.509033
	Iteration 69Q: 3 clusters Score -496655.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -496665.250000 Penalty: 4014.509033
	Iteration 70Q: 3 clusters Score -496665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -496668.281250 Penalty: 4014.509033
	Iteration 71Q: 3 clusters Score -496668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -496670.687500 Penalty: 4014.509033
	Iteration 72Q: 3 clusters Score -496670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -496672.750000 Penalty: 4014.509033
	Iteration 73Q: 3 clusters Score -496672.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -496676.218750 Penalty: 4014.509033
	Iteration 74Q: 3 clusters Score -496676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -496680.156250 Penalty: 4014.509033
	Iteration 75Q: 3 clusters Score -496680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -496682.375000 Penalty: 4014.509033
	Iteration 76Q: 3 clusters Score -496682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -496683.656250 Penalty: 4014.509033
	Iteration 77Q: 3 clusters Score -496683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -496685.000000 Penalty: 4014.509033
	Iteration 78Q: 3 clusters Score -496685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -496688.062500 Penalty: 4014.509033
	Iteration 79Q: 3 clusters Score -496688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -496694.531250 Penalty: 4014.509033
	Iteration 80F: 3 clusters Score -496694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -496706.406250 Penalty: 4014.509033
	Iteration 81Q: 3 clusters Score -496706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -496721.062500 Penalty: 4014.509033
	Iteration 82Q: 3 clusters Score -496721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -496730.875000 Penalty: 4014.509033
	Iteration 83Q: 3 clusters Score -496730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -496737.312500 Penalty: 4014.509033
	Iteration 84Q: 3 clusters Score -496737.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -496747.312500 Penalty: 4014.509033
	Iteration 85Q: 3 clusters Score -496747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -496760.375000 Penalty: 4014.509033
	Iteration 86Q: 3 clusters Score -496760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -496770.406250 Penalty: 4014.509033
	Iteration 87Q: 3 clusters Score -496770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -496784.718750 Penalty: 4014.509033
	Iteration 88Q: 3 clusters Score -496784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -496789.218750 Penalty: 4014.509033
	Iteration 89Q: 3 clusters Score -496789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -496793.968750 Penalty: 4014.509033
	Iteration 90Q: 3 clusters Score -496794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -496799.843750 Penalty: 4014.509033
	Iteration 91Q: 3 clusters Score -496799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -496801.812500 Penalty: 4014.509033
	Iteration 92Q: 3 clusters Score -496801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -496803.343750 Penalty: 4014.509033
	Iteration 93Q: 3 clusters Score -496803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -496806.281250 Penalty: 4014.509033
	Iteration 94Q: 3 clusters Score -496806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -496808.593750 Penalty: 4014.509033
	Iteration 95Q: 3 clusters Score -496808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -496809.937500 Penalty: 4014.509033
	Iteration 96Q: 3 clusters Score -496809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -496809.937500 Penalty: 4014.509033
	Iteration 97F: 3 clusters Score -496809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (55572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Entering Unmasked Estep 
Score: -8329930.000000 Penalty: 2709.507812
	Iteration 0F: 2 clusters Score -8329930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -8292505.000000 Penalty: 5419.015625
	Iteration 0F: 3 clusters Score -8292505 nChanged 25724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8307329.500000 Penalty: 5419.015625
	Iteration 1F: 3 clusters Score -8307330 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8308207.000000 Penalty: 5419.015625
	Iteration 2Q: 3 clusters Score -8308207 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -8309097.000000 Penalty: 5419.015625
	Iteration 3Q: 3 clusters Score -8309097 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8310082.000000 Penalty: 5419.015625
	Iteration 4Q: 3 clusters Score -8310082 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8311126.500000 Penalty: 5419.015625
	Iteration 5Q: 3 clusters Score -8311126 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -8312398.000000 Penalty: 5419.015625
	Iteration 6Q: 3 clusters Score -8312398 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -8313724.000000 Penalty: 5419.015625
	Iteration 7Q: 3 clusters Score -8313724 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -8315292.500000 Penalty: 5419.015625
	Iteration 8Q: 3 clusters Score -8315292 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -8316941.000000 Penalty: 5419.015625
	Iteration 9Q: 3 clusters Score -8316941 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8318385.500000 Penalty: 5419.015625
	Iteration 10Q: 3 clusters Score -8318386 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -8319550.500000 Penalty: 5419.015625
	Iteration 11Q: 3 clusters Score -8319550 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -8320334.000000 Penalty: 5419.015625
	Iteration 12Q: 3 clusters Score -8320334 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -8320859.500000 Penalty: 5419.015625
	Iteration 13Q: 3 clusters Score -8320860 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8321219.500000 Penalty: 5419.015625
	Iteration 14Q: 3 clusters Score -8321220 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -8321526.500000 Penalty: 5419.015625
	Iteration 15Q: 3 clusters Score -8321526 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8321898.500000 Penalty: 5419.015625
	Iteration 16Q: 3 clusters Score -8321898 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -8322255.000000 Penalty: 5419.015625
	Iteration 17Q: 3 clusters Score -8322255 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -8322669.500000 Penalty: 5419.015625
	Iteration 18Q: 3 clusters Score -8322670 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -8323079.000000 Penalty: 5419.015625
	Iteration 19Q: 3 clusters Score -8323079 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -8323531.000000 Penalty: 5419.015625
	Iteration 20F: 3 clusters Score -8323531 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -8323963.000000 Penalty: 5419.015625
	Iteration 21Q: 3 clusters Score -8323963 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -8324354.000000 Penalty: 5419.015625
	Iteration 22Q: 3 clusters Score -8324354 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8324710.500000 Penalty: 5419.015625
	Iteration 23Q: 3 clusters Score -8324710 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -8325116.000000 Penalty: 5419.015625
	Iteration 24Q: 3 clusters Score -8325116 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -8325518.000000 Penalty: 5419.015625
	Iteration 25Q: 3 clusters Score -8325518 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -8325893.000000 Penalty: 5419.015625
	Iteration 26Q: 3 clusters Score -8325893 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8326193.500000 Penalty: 5419.015625
	Iteration 27Q: 3 clusters Score -8326194 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8326460.000000 Penalty: 5419.015625
	Iteration 28Q: 3 clusters Score -8326460 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8326665.000000 Penalty: 5419.015625
	Iteration 29Q: 3 clusters Score -8326665 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8326874.500000 Penalty: 5419.015625
	Iteration 30Q: 3 clusters Score -8326874 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8327084.500000 Penalty: 5419.015625
	Iteration 31Q: 3 clusters Score -8327084 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8327257.000000 Penalty: 5419.015625
	Iteration 32Q: 3 clusters Score -8327257 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8327390.500000 Penalty: 5419.015625
	Iteration 33Q: 3 clusters Score -8327390 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8327494.500000 Penalty: 5419.015625
	Iteration 34Q: 3 clusters Score -8327494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8327584.000000 Penalty: 5419.015625
	Iteration 35Q: 3 clusters Score -8327584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8327679.500000 Penalty: 5419.015625
	Iteration 36Q: 3 clusters Score -8327680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8327757.500000 Penalty: 5419.015625
	Iteration 37Q: 3 clusters Score -8327758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8327820.500000 Penalty: 5419.015625
	Iteration 38Q: 3 clusters Score -8327820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8327857.000000 Penalty: 5419.015625
	Iteration 39Q: 3 clusters Score -8327857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8327904.500000 Penalty: 5419.015625
	Iteration 40F: 3 clusters Score -8327904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8327924.000000 Penalty: 5419.015625
	Iteration 41Q: 3 clusters Score -8327924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8327947.500000 Penalty: 5419.015625
	Iteration 42Q: 3 clusters Score -8327948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8327972.000000 Penalty: 5419.015625
	Iteration 43Q: 3 clusters Score -8327972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8327983.000000 Penalty: 5419.015625
	Iteration 44Q: 3 clusters Score -8327983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8328000.000000 Penalty: 5419.015625
	Iteration 45Q: 3 clusters Score -8328000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8328012.000000 Penalty: 5419.015625
	Iteration 46Q: 3 clusters Score -8328012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8328028.500000 Penalty: 5419.015625
	Iteration 47Q: 3 clusters Score -8328028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8328035.500000 Penalty: 5419.015625
	Iteration 48Q: 3 clusters Score -8328036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8328043.000000 Penalty: 5419.015625
	Iteration 49Q: 3 clusters Score -8328043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8328046.500000 Penalty: 5419.015625
	Iteration 50Q: 3 clusters Score -8328046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8328054.500000 Penalty: 5419.015625
	Iteration 51Q: 3 clusters Score -8328054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8328068.500000 Penalty: 5419.015625
	Iteration 52Q: 3 clusters Score -8328068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8328073.000000 Penalty: 5419.015625
	Iteration 53Q: 3 clusters Score -8328073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8328078.500000 Penalty: 5419.015625
	Iteration 54Q: 3 clusters Score -8328078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8328088.500000 Penalty: 5419.015625
	Iteration 55Q: 3 clusters Score -8328088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8328092.000000 Penalty: 5419.015625
	Iteration 56Q: 3 clusters Score -8328092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8328096.000000 Penalty: 5419.015625
	Iteration 57Q: 3 clusters Score -8328096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8328106.000000 Penalty: 5419.015625
	Iteration 58Q: 3 clusters Score -8328106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8328110.000000 Penalty: 5419.015625
	Iteration 59Q: 3 clusters Score -8328110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8328123.500000 Penalty: 5419.015625
	Iteration 60F: 3 clusters Score -8328124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8328124.000000 Penalty: 5419.015625
	Iteration 61Q: 3 clusters Score -8328124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8328133.500000 Penalty: 5419.015625
	Iteration 62Q: 3 clusters Score -8328134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8328128.500000 Penalty: 5419.015625
	Iteration 63Q: 3 clusters Score -8328128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8328136.500000 Penalty: 5419.015625
	Iteration 64Q: 3 clusters Score -8328136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8328136.500000 Penalty: 5419.015625
	Iteration 65F: 3 clusters Score -8328136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -390719.968750 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -390720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -387706.937500 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -387706.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -388309.812500 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -388309.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -388478.312500 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -388478.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -388555.031250 Penalty: 3891.326416
	Iteration 3Q: 3 clusters Score -388555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -388599.437500 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -388599.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -388639.000000 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -388639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -388662.593750 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -388662.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -388688.062500 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -388688.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -388709.031250 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -388709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -388731.093750 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -388731.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -388747.843750 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -388747.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -388760.500000 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -388760.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -388772.343750 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -388772.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -388781.875000 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -388781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -388789.218750 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -388789.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -388796.750000 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -388796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -388799.968750 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -388800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -388803.875000 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -388803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -388806.906250 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -388806.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -388808.593750 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -388808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -388811.125000 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -388811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -388816.343750 Penalty: 3891.326416
	Iteration 21Q: 3 clusters Score -388816.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -388821.718750 Penalty: 3891.326416
	Iteration 22Q: 3 clusters Score -388821.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -388824.562500 Penalty: 3891.326416
	Iteration 23Q: 3 clusters Score -388824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -388828.437500 Penalty: 3891.326416
	Iteration 24Q: 3 clusters Score -388828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -388832.031250 Penalty: 3891.326416
	Iteration 25Q: 3 clusters Score -388832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -388832.906250 Penalty: 3891.326416
	Iteration 26Q: 3 clusters Score -388832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -388833.937500 Penalty: 3891.326416
	Iteration 27Q: 3 clusters Score -388833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -388834.562500 Penalty: 3891.326416
	Iteration 28Q: 3 clusters Score -388834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -388835.437500 Penalty: 3891.326416
	Iteration 29Q: 3 clusters Score -388835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -388834.937500 Penalty: 3891.326416
	Iteration 30Q: 3 clusters Score -388834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -388834.937500 Penalty: 3891.326416
	Iteration 31F: 3 clusters Score -388834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13148 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104791 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6428 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23862 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 42879 members 
Mstep: Class 38 contains 9153 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16461 members 
Mstep: Class 45 contains 42173 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18747 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45556 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5764 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4051 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6040 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3274 members 
Mstep: Class 64 contains 55572 members 
Mstep: Class 65 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882656.000000 Penalty: 222692.781250
Iteration 199Q: 66 clusters Score -1.518827e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 8024 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 79303 members 
Mstep: Class 6 contains 13149 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 104792 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88830 members 
Mstep: Class 25 contains 7063 members 
Mstep: Class 26 contains 13129 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6434 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3074 members 
Mstep: Class 34 contains 23864 members 
Mstep: Class 35 contains 10387 members 
Mstep: Class 36 contains 6109 members 
Mstep: Class 37 contains 42878 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5398 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16467 members 
Mstep: Class 45 contains 42160 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18732 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45561 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5768 members 
Mstep: Class 56 contains 8556 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55581 members 
Mstep: Class 65 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882752.000000 Penalty: 222692.781250
Iteration 200F: 66 clusters Score -1.518828e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 8021 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 79305 members 
Mstep: Class 6 contains 13155 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 17845 members 
Mstep: Class 10 contains 104797 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13402 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88832 members 
Mstep: Class 25 contains 7057 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2700 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6440 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 23867 members 
Mstep: Class 35 contains 10386 members 
Mstep: Class 36 contains 6108 members 
Mstep: Class 37 contains 42878 members 
Mstep: Class 38 contains 9145 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7828 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5397 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16471 members 
Mstep: Class 45 contains 42151 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18715 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45560 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5774 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55591 members 
Mstep: Class 65 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882608.000000 Penalty: 222692.781250
Iteration 201Q: 66 clusters Score -1.518826e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 8016 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7546 members 
Mstep: Class 5 contains 79305 members 
Mstep: Class 6 contains 13162 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40259 members 
Mstep: Class 9 contains 17844 members 
Mstep: Class 10 contains 104794 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 4907 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13405 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8545 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88833 members 
Mstep: Class 25 contains 7054 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6440 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 23869 members 
Mstep: Class 35 contains 10386 members 
Mstep: Class 36 contains 6108 members 
Mstep: Class 37 contains 42875 members 
Mstep: Class 38 contains 9146 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7831 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5398 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16475 members 
Mstep: Class 45 contains 42145 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18706 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45560 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6134 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5780 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55599 members 
Mstep: Class 65 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882560.000000 Penalty: 222692.781250
Iteration 202Q: 66 clusters Score -1.518826e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 8011 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 79305 members 
Mstep: Class 6 contains 13166 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40257 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 104790 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13412 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8549 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88834 members 
Mstep: Class 25 contains 7053 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6443 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3067 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 23869 members 
Mstep: Class 35 contains 10385 members 
Mstep: Class 36 contains 6108 members 
Mstep: Class 37 contains 42871 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7830 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16474 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18698 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 45559 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5784 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4052 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55611 members 
Mstep: Class 65 contains 2572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882688.000000 Penalty: 222692.781250
Iteration 203Q: 66 clusters Score -1.518827e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 8008 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13172 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40255 members 
Mstep: Class 9 contains 17839 members 
Mstep: Class 10 contains 104789 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13629 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13418 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8554 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88834 members 
Mstep: Class 25 contains 7053 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6442 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 23869 members 
Mstep: Class 35 contains 10381 members 
Mstep: Class 36 contains 6109 members 
Mstep: Class 37 contains 42866 members 
Mstep: Class 38 contains 9140 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7829 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16475 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18694 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45561 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5788 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4054 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55620 members 
Mstep: Class 65 contains 2576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882560.000000 Penalty: 222692.781250
Iteration 204Q: 66 clusters Score -1.518826e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 8003 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 79301 members 
Mstep: Class 6 contains 13177 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40253 members 
Mstep: Class 9 contains 17836 members 
Mstep: Class 10 contains 104786 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2924 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 4911 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13423 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8554 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88834 members 
Mstep: Class 25 contains 7052 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6442 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 23869 members 
Mstep: Class 35 contains 10374 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42865 members 
Mstep: Class 38 contains 9138 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7829 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5396 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16480 members 
Mstep: Class 45 contains 42139 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18695 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45561 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5791 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55632 members 
Mstep: Class 65 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882544.000000 Penalty: 222692.781250
Iteration 205Q: 66 clusters Score -1.518825e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 8002 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79296 members 
Mstep: Class 6 contains 13180 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40251 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 104781 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11526 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13430 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88832 members 
Mstep: Class 25 contains 7050 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6443 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3076 members 
Mstep: Class 34 contains 23870 members 
Mstep: Class 35 contains 10367 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42861 members 
Mstep: Class 38 contains 9136 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7829 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5397 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16480 members 
Mstep: Class 45 contains 42139 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18696 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45564 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5792 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55650 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882528.000000 Penalty: 222692.781250
Iteration 206Q: 66 clusters Score -1.518825e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 8002 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79291 members 
Mstep: Class 6 contains 13182 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40250 members 
Mstep: Class 9 contains 17826 members 
Mstep: Class 10 contains 104779 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13637 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13437 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88833 members 
Mstep: Class 25 contains 7049 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6444 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3077 members 
Mstep: Class 34 contains 23870 members 
Mstep: Class 35 contains 10356 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42857 members 
Mstep: Class 38 contains 9134 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7828 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5396 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16482 members 
Mstep: Class 45 contains 42134 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18691 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45566 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2881 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5793 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6015 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55675 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882608.000000 Penalty: 222692.781250
Iteration 207Q: 66 clusters Score -1.518826e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 8002 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79287 members 
Mstep: Class 6 contains 13183 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40246 members 
Mstep: Class 9 contains 17819 members 
Mstep: Class 10 contains 104777 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11525 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13638 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13449 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88833 members 
Mstep: Class 25 contains 7047 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6446 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3076 members 
Mstep: Class 34 contains 23871 members 
Mstep: Class 35 contains 10351 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42851 members 
Mstep: Class 38 contains 9133 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7828 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16485 members 
Mstep: Class 45 contains 42135 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18688 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45572 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2882 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5792 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6015 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55687 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882624.000000 Penalty: 222692.781250
Iteration 208Q: 66 clusters Score -1.518826e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 8002 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79285 members 
Mstep: Class 6 contains 13187 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 40244 members 
Mstep: Class 9 contains 17814 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13455 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88831 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3077 members 
Mstep: Class 34 contains 23872 members 
Mstep: Class 35 contains 10347 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42847 members 
Mstep: Class 38 contains 9128 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7830 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5393 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16488 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18683 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45580 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2882 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5792 members 
Mstep: Class 56 contains 8557 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6014 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55696 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882784.000000 Penalty: 222692.781250
Iteration 209Q: 66 clusters Score -1.518828e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 8001 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79285 members 
Mstep: Class 6 contains 13190 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 40243 members 
Mstep: Class 9 contains 17808 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13645 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78649 members 
Mstep: Class 20 contains 13461 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3080 members 
Mstep: Class 34 contains 23874 members 
Mstep: Class 35 contains 10343 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42845 members 
Mstep: Class 38 contains 9124 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7830 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16488 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18679 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45586 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2882 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5792 members 
Mstep: Class 56 contains 8558 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55698 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882800.000000 Penalty: 222692.781250
Iteration 210Q: 66 clusters Score -1.518828e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79284 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17797 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 4828 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13649 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 13471 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8555 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7047 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3065 members 
Mstep: Class 33 contains 3085 members 
Mstep: Class 34 contains 23875 members 
Mstep: Class 35 contains 10338 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42841 members 
Mstep: Class 38 contains 9120 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7830 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16493 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18676 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45594 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2882 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5792 members 
Mstep: Class 56 contains 8558 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55698 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882704.000000 Penalty: 222692.781250
Iteration 211Q: 66 clusters Score -1.518827e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 13197 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17790 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78649 members 
Mstep: Class 20 contains 13477 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7047 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3065 members 
Mstep: Class 33 contains 3087 members 
Mstep: Class 34 contains 23878 members 
Mstep: Class 35 contains 10336 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42839 members 
Mstep: Class 38 contains 9116 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7830 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16494 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18669 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45600 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2883 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5793 members 
Mstep: Class 56 contains 8558 members 
Mstep: Class 57 contains 4053 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55702 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882896.000000 Penalty: 222692.781250
Iteration 212Q: 66 clusters Score -1.518829e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79284 members 
Mstep: Class 6 contains 13200 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17785 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78647 members 
Mstep: Class 20 contains 13485 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7046 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7589 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3065 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 23883 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42834 members 
Mstep: Class 38 contains 9112 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 7831 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16497 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18667 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45603 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5792 members 
Mstep: Class 56 contains 8558 members 
Mstep: Class 57 contains 4054 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6011 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55695 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882784.000000 Penalty: 222692.781250
Iteration 213Q: 66 clusters Score -1.518828e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 8001 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79282 members 
Mstep: Class 6 contains 13204 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17779 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13655 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 13492 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7046 members 
Mstep: Class 26 contains 13129 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7590 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3089 members 
Mstep: Class 34 contains 23888 members 
Mstep: Class 35 contains 10330 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42833 members 
Mstep: Class 38 contains 9110 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7831 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16500 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18666 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45611 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5793 members 
Mstep: Class 56 contains 8558 members 
Mstep: Class 57 contains 4055 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6011 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3275 members 
Mstep: Class 64 contains 55689 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882752.000000 Penalty: 222692.781250
Iteration 214Q: 66 clusters Score -1.518828e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79286 members 
Mstep: Class 6 contains 13205 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17769 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13660 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78642 members 
Mstep: Class 20 contains 13501 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7046 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 23892 members 
Mstep: Class 35 contains 10325 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42829 members 
Mstep: Class 38 contains 9107 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7831 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16501 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18662 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45614 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5796 members 
Mstep: Class 56 contains 8558 members 
Mstep: Class 57 contains 4054 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6011 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3276 members 
Mstep: Class 64 contains 55684 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882848.000000 Penalty: 222692.781250
Iteration 215Q: 66 clusters Score -1.518828e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79286 members 
Mstep: Class 6 contains 13209 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17762 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13663 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7046 members 
Mstep: Class 26 contains 13129 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 23894 members 
Mstep: Class 35 contains 10323 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42830 members 
Mstep: Class 38 contains 9103 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7831 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16501 members 
Mstep: Class 45 contains 42148 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18663 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45613 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5799 members 
Mstep: Class 56 contains 8559 members 
Mstep: Class 57 contains 4054 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6011 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3277 members 
Mstep: Class 64 contains 55685 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882960.000000 Penalty: 222692.781250
Iteration 216Q: 66 clusters Score -1.51883e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 7994 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79287 members 
Mstep: Class 6 contains 13212 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17757 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13663 members 
Mstep: Class 18 contains 4924 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13513 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7044 members 
Mstep: Class 26 contains 13129 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 23895 members 
Mstep: Class 35 contains 10321 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42826 members 
Mstep: Class 38 contains 9101 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16504 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18661 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45615 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5801 members 
Mstep: Class 56 contains 8561 members 
Mstep: Class 57 contains 4052 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6011 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3279 members 
Mstep: Class 64 contains 55687 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882912.000000 Penalty: 222692.781250
Iteration 217Q: 66 clusters Score -1.518829e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84229 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79288 members 
Mstep: Class 6 contains 13216 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17755 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8555 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88830 members 
Mstep: Class 25 contains 7043 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6447 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 23898 members 
Mstep: Class 35 contains 10316 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42823 members 
Mstep: Class 38 contains 9101 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16503 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18656 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45617 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5801 members 
Mstep: Class 56 contains 8563 members 
Mstep: Class 57 contains 4052 members 
Mstep: Class 58 contains 5403 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3280 members 
Mstep: Class 64 contains 55698 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883008.000000 Penalty: 222692.781250
Iteration 218Q: 66 clusters Score -1.51883e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79289 members 
Mstep: Class 6 contains 13221 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11522 members 
Mstep: Class 13 contains 2943 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88830 members 
Mstep: Class 25 contains 7041 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6446 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 23899 members 
Mstep: Class 35 contains 10313 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42822 members 
Mstep: Class 38 contains 9101 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16502 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18649 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45617 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5800 members 
Mstep: Class 56 contains 8563 members 
Mstep: Class 57 contains 4050 members 
Mstep: Class 58 contains 5404 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55706 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882992.000000 Penalty: 222692.781250
Iteration 219Q: 66 clusters Score -1.51883e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 7994 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79287 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 104775 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7038 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6446 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3091 members 
Mstep: Class 34 contains 23899 members 
Mstep: Class 35 contains 10309 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42820 members 
Mstep: Class 38 contains 9101 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5394 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16504 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18643 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45619 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5802 members 
Mstep: Class 56 contains 8563 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55712 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883024.000000 Penalty: 222692.781250
Iteration 220F: 66 clusters Score -1.51883e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 7994 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79286 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7036 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6446 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3065 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 23899 members 
Mstep: Class 35 contains 10306 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42820 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5392 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16507 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18646 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45618 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2485 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5804 members 
Mstep: Class 56 contains 8563 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55720 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882976.000000 Penalty: 222692.781250
Iteration 221Q: 66 clusters Score -1.51883e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79284 members 
Mstep: Class 6 contains 13232 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7034 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6446 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 23899 members 
Mstep: Class 35 contains 10303 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42820 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5390 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16507 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18644 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45618 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2486 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5807 members 
Mstep: Class 56 contains 8564 members 
Mstep: Class 57 contains 4047 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55724 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882992.000000 Penalty: 222692.781250
Iteration 222Q: 66 clusters Score -1.51883e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 13232 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2949 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7033 members 
Mstep: Class 26 contains 13130 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7593 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6447 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3092 members 
Mstep: Class 34 contains 23899 members 
Mstep: Class 35 contains 10300 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42820 members 
Mstep: Class 38 contains 9100 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5388 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16504 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18647 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45617 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5809 members 
Mstep: Class 56 contains 8566 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55727 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883152.000000 Penalty: 222692.781250
Iteration 223Q: 66 clusters Score -1.518832e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7033 members 
Mstep: Class 26 contains 13131 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7592 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3093 members 
Mstep: Class 34 contains 23900 members 
Mstep: Class 35 contains 10295 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42820 members 
Mstep: Class 38 contains 9100 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16503 members 
Mstep: Class 45 contains 42148 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18648 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45617 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5808 members 
Mstep: Class 56 contains 8566 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55731 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883088.000000 Penalty: 222692.781250
Iteration 224Q: 66 clusters Score -1.518831e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79280 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11520 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88829 members 
Mstep: Class 25 contains 7032 members 
Mstep: Class 26 contains 13128 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3096 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10291 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42821 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16503 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18653 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45616 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5809 members 
Mstep: Class 56 contains 8568 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5405 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55728 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883152.000000 Penalty: 222692.781250
Iteration 225Q: 66 clusters Score -1.518832e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78638 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 7032 members 
Mstep: Class 26 contains 13126 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3098 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10290 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42822 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16503 members 
Mstep: Class 45 contains 42148 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18655 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45617 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5809 members 
Mstep: Class 56 contains 8570 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5406 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55728 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883168.000000 Penalty: 222692.781250
Iteration 226Q: 66 clusters Score -1.518832e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79280 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78638 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7029 members 
Mstep: Class 26 contains 13124 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3099 members 
Mstep: Class 34 contains 23904 members 
Mstep: Class 35 contains 10288 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42824 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16503 members 
Mstep: Class 45 contains 42149 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18652 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45617 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5809 members 
Mstep: Class 56 contains 8572 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55735 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883120.000000 Penalty: 222692.781250
Iteration 227Q: 66 clusters Score -1.518831e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 13241 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104773 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7024 members 
Mstep: Class 26 contains 13122 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6448 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3101 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10288 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42826 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16504 members 
Mstep: Class 45 contains 42149 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18652 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45618 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5810 members 
Mstep: Class 56 contains 8573 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5407 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55733 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883040.000000 Penalty: 222692.781250
Iteration 228Q: 66 clusters Score -1.51883e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79282 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104772 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7020 members 
Mstep: Class 26 contains 13122 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3102 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10289 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42826 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16505 members 
Mstep: Class 45 contains 42149 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18651 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45620 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5811 members 
Mstep: Class 56 contains 8574 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55734 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883152.000000 Penalty: 222692.781250
Iteration 229Q: 66 clusters Score -1.518832e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79281 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7015 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3103 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10288 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42825 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5384 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16507 members 
Mstep: Class 45 contains 42149 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18648 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 45621 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5813 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5408 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55743 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883104.000000 Penalty: 222692.781250
Iteration 230Q: 66 clusters Score -1.518831e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79279 members 
Mstep: Class 6 contains 13247 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13516 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7011 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3103 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10287 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42825 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7832 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5382 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16507 members 
Mstep: Class 45 contains 42149 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18647 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 45621 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5814 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6039 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55745 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883088.000000 Penalty: 222692.781250
Iteration 231Q: 66 clusters Score -1.518831e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79278 members 
Mstep: Class 6 contains 13249 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13517 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7007 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6450 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3103 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10287 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42825 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16510 members 
Mstep: Class 45 contains 42148 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18636 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 45624 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5818 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6013 members 
Mstep: Class 60 contains 6038 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55753 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883072.000000 Penalty: 222692.781250
Iteration 232Q: 66 clusters Score -1.518831e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 79279 members 
Mstep: Class 6 contains 13252 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78639 members 
Mstep: Class 20 contains 13518 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8559 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88827 members 
Mstep: Class 25 contains 7005 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3103 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10285 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42824 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18629 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45625 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5821 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4046 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55758 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883168.000000 Penalty: 222692.781250
Iteration 233Q: 66 clusters Score -1.518832e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79279 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8559 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 7001 members 
Mstep: Class 26 contains 13122 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10283 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42823 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16512 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18622 members 
Mstep: Class 48 contains 2157 members 
Mstep: Class 49 contains 45629 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5822 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4047 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6011 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55760 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883344.000000 Penalty: 222692.781250
Iteration 234Q: 66 clusters Score -1.518833e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84167 members 
Mstep: Class 2 contains 7992 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79280 members 
Mstep: Class 6 contains 13256 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104768 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8559 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6995 members 
Mstep: Class 26 contains 13122 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3105 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10280 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42822 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16513 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18620 members 
Mstep: Class 48 contains 2157 members 
Mstep: Class 49 contains 45630 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5822 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4047 members 
Mstep: Class 58 contains 5409 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55766 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883264.000000 Penalty: 222692.781250
Iteration 235Q: 66 clusters Score -1.518833e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79278 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104767 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8559 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6992 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3106 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10279 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42821 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16512 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18621 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 45631 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5822 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4047 members 
Mstep: Class 58 contains 5410 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55765 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883232.000000 Penalty: 222692.781250
Iteration 236Q: 66 clusters Score -1.518832e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79276 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104768 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8559 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6988 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3108 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10278 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42820 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18622 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5824 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4047 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883264.000000 Penalty: 222692.781250
Iteration 237Q: 66 clusters Score -1.518833e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 13271 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6984 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 23903 members 
Mstep: Class 35 contains 10277 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42147 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18622 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5825 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883264.000000 Penalty: 222692.781250
Iteration 238Q: 66 clusters Score -1.518833e+08 nChanged 20
Entering ConstructFrom: 
Score: -151883264.000000 Penalty: 222692.781250
Entering ConstructFrom: 
Trying to split cluster 1 (84160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84160 members 
Entering Unmasked Estep 
Score: -13420709.000000 Penalty: 2812.437744
	Iteration 0F: 2 clusters Score -1.342071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -13368136.000000 Penalty: 5624.875488
	Iteration 0F: 3 clusters Score -1.336814e+07 nChanged 39554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -13390274.000000 Penalty: 5624.875488
	Iteration 1F: 3 clusters Score -1.339027e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -13391016.000000 Penalty: 5624.875488
	Iteration 2Q: 3 clusters Score -1.339102e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -13391759.000000 Penalty: 5624.875488
	Iteration 3Q: 3 clusters Score -1.339176e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -13392843.000000 Penalty: 5624.875488
	Iteration 4Q: 3 clusters Score -1.339284e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -13394381.000000 Penalty: 5624.875488
	Iteration 5Q: 3 clusters Score -1.339438e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -13397090.000000 Penalty: 5624.875488
	Iteration 6F: 3 clusters Score -1.339709e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61723 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -13401071.000000 Penalty: 5624.875488
	Iteration 7F: 3 clusters Score -1.340107e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -13406123.000000 Penalty: 5624.875488
	Iteration 8F: 3 clusters Score -1.340612e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -13411722.000000 Penalty: 5624.875488
	Iteration 9F: 3 clusters Score -1.341172e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -13415548.000000 Penalty: 5624.875488
	Iteration 10F: 3 clusters Score -1.341555e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13417161.000000 Penalty: 5624.875488
	Iteration 11Q: 3 clusters Score -1.341716e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -13417783.000000 Penalty: 5624.875488
	Iteration 12Q: 3 clusters Score -1.341778e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -13418044.000000 Penalty: 5624.875488
	Iteration 13Q: 3 clusters Score -1.341804e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13418167.000000 Penalty: 5624.875488
	Iteration 14Q: 3 clusters Score -1.341817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13418220.000000 Penalty: 5624.875488
	Iteration 15Q: 3 clusters Score -1.341822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13418249.000000 Penalty: 5624.875488
	Iteration 16Q: 3 clusters Score -1.341825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13418252.000000 Penalty: 5624.875488
	Iteration 17Q: 3 clusters Score -1.341825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13418265.000000 Penalty: 5624.875488
	Iteration 18Q: 3 clusters Score -1.341826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13418277.000000 Penalty: 5624.875488
	Iteration 19Q: 3 clusters Score -1.341828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13418286.000000 Penalty: 5624.875488
	Iteration 20F: 3 clusters Score -1.341829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13418283.000000 Penalty: 5624.875488
	Iteration 21Q: 3 clusters Score -1.341828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13418281.000000 Penalty: 5624.875488
	Iteration 22Q: 3 clusters Score -1.341828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13418281.000000 Penalty: 5624.875488
	Iteration 23F: 3 clusters Score -1.341828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -1257084.250000 Penalty: 2228.483643
	Iteration 0F: 2 clusters Score -1257084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1250702.250000 Penalty: 4456.967285
	Iteration 0F: 3 clusters Score -1250702 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1252445.125000 Penalty: 4456.967285
	Iteration 1F: 3 clusters Score -1252445 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1252663.250000 Penalty: 4456.967285
	Iteration 2F: 3 clusters Score -1252663 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1252820.500000 Penalty: 4456.967285
	Iteration 3Q: 3 clusters Score -1252820 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1252910.500000 Penalty: 4456.967285
	Iteration 4Q: 3 clusters Score -1252910 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1252967.375000 Penalty: 4456.967285
	Iteration 5Q: 3 clusters Score -1252967 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1253019.125000 Penalty: 4456.967285
	Iteration 6Q: 3 clusters Score -1253019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1253067.250000 Penalty: 4456.967285
	Iteration 7Q: 3 clusters Score -1253067 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1253114.000000 Penalty: 4456.967285
	Iteration 8Q: 3 clusters Score -1253114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1253158.125000 Penalty: 4456.967285
	Iteration 9Q: 3 clusters Score -1253158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1253206.500000 Penalty: 4456.967285
	Iteration 10Q: 3 clusters Score -1253206 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1253254.375000 Penalty: 4456.967285
	Iteration 11Q: 3 clusters Score -1253254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1253299.750000 Penalty: 4456.967285
	Iteration 12Q: 3 clusters Score -1253300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1253343.500000 Penalty: 4456.967285
	Iteration 13Q: 3 clusters Score -1253344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1253386.500000 Penalty: 4456.967285
	Iteration 14Q: 3 clusters Score -1253386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1253426.625000 Penalty: 4456.967285
	Iteration 15Q: 3 clusters Score -1253427 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1253473.625000 Penalty: 4456.967285
	Iteration 16Q: 3 clusters Score -1253474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1253532.250000 Penalty: 4456.967285
	Iteration 17Q: 3 clusters Score -1253532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1253591.750000 Penalty: 4456.967285
	Iteration 18Q: 3 clusters Score -1253592 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1253661.500000 Penalty: 4456.967285
	Iteration 19Q: 3 clusters Score -1253662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1253738.250000 Penalty: 4456.967285
	Iteration 20F: 3 clusters Score -1253738 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1253839.750000 Penalty: 4456.967285
	Iteration 21Q: 3 clusters Score -1253840 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1253960.375000 Penalty: 4456.967285
	Iteration 22Q: 3 clusters Score -1253960 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1254090.000000 Penalty: 4456.967285
	Iteration 23Q: 3 clusters Score -1254090 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1254240.250000 Penalty: 4456.967285
	Iteration 24Q: 3 clusters Score -1254240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1254391.125000 Penalty: 4456.967285
	Iteration 25Q: 3 clusters Score -1254391 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1254544.500000 Penalty: 4456.967285
	Iteration 26Q: 3 clusters Score -1254544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1254687.875000 Penalty: 4456.967285
	Iteration 27Q: 3 clusters Score -1254688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1254799.875000 Penalty: 4456.967285
	Iteration 28Q: 3 clusters Score -1254800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1254877.000000 Penalty: 4456.967285
	Iteration 29Q: 3 clusters Score -1254877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1254936.500000 Penalty: 4456.967285
	Iteration 30Q: 3 clusters Score -1254936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1254973.750000 Penalty: 4456.967285
	Iteration 31Q: 3 clusters Score -1254974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1255008.625000 Penalty: 4456.967285
	Iteration 32Q: 3 clusters Score -1255009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1255032.875000 Penalty: 4456.967285
	Iteration 33Q: 3 clusters Score -1255033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1255053.500000 Penalty: 4456.967285
	Iteration 34Q: 3 clusters Score -1255054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1255064.500000 Penalty: 4456.967285
	Iteration 35Q: 3 clusters Score -1255064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1255073.750000 Penalty: 4456.967285
	Iteration 36Q: 3 clusters Score -1255074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1255086.375000 Penalty: 4456.967285
	Iteration 37Q: 3 clusters Score -1255086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1255097.250000 Penalty: 4456.967285
	Iteration 38Q: 3 clusters Score -1255097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1255106.625000 Penalty: 4456.967285
	Iteration 39Q: 3 clusters Score -1255107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1255116.250000 Penalty: 4456.967285
	Iteration 40F: 3 clusters Score -1255116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1255123.000000 Penalty: 4456.967285
	Iteration 41Q: 3 clusters Score -1255123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1255132.375000 Penalty: 4456.967285
	Iteration 42Q: 3 clusters Score -1255132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1255134.250000 Penalty: 4456.967285
	Iteration 43Q: 3 clusters Score -1255134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1255136.125000 Penalty: 4456.967285
	Iteration 44Q: 3 clusters Score -1255136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1255141.375000 Penalty: 4456.967285
	Iteration 45Q: 3 clusters Score -1255141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1255145.125000 Penalty: 4456.967285
	Iteration 46Q: 3 clusters Score -1255145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1255144.750000 Penalty: 4456.967285
	Iteration 47Q: 3 clusters Score -1255145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1255146.625000 Penalty: 4456.967285
	Iteration 48Q: 3 clusters Score -1255147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1255146.625000 Penalty: 4456.967285
	Iteration 49F: 3 clusters Score -1255147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -52896.964844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -52896.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51634.593750 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -51634.59 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51982.585938 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -51982.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52225.378906 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -52225.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52508.406250 Penalty: 3000.667969
	Iteration 3F: 3 clusters Score -52508.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52742.449219 Penalty: 3000.667969
	Iteration 4F: 3 clusters Score -52742.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53101.507812 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -53101.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53133.113281 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -53133.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53309.187500 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -53309.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53347.777344 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -53347.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53475.367188 Penalty: 3000.667969
	Iteration 9Q: 3 clusters Score -53475.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53511.398438 Penalty: 3000.667969
	Iteration 10Q: 3 clusters Score -53511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53549.343750 Penalty: 3000.667969
	Iteration 11Q: 3 clusters Score -53549.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53549.343750 Penalty: 3000.667969
	Iteration 12F: 3 clusters Score -53549.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 223 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18621 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5825 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 201 members 
Entering Unmasked Estep 
Score: -151881936.000000 Penalty: 226118.828125
Splitting cluster 3 changes total score from -151883264.000000 to -151881936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -1140379.625000 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -1140380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1134327.250000 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -1134327 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1136065.000000 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -1136065 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1136553.250000 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -1136553 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1136947.375000 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -1136947 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1137225.750000 Penalty: 4428.079590
	Iteration 4F: 3 clusters Score -1137226 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1137478.250000 Penalty: 4428.079590
	Iteration 5Q: 3 clusters Score -1137478 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1137719.750000 Penalty: 4428.079590
	Iteration 6Q: 3 clusters Score -1137720 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1137918.375000 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -1137918 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1138070.125000 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -1138070 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1138206.500000 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -1138206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1138340.750000 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -1138341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1138474.750000 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -1138475 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1138602.375000 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -1138602 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1138727.500000 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -1138728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1138890.500000 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -1138890 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1139083.250000 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -1139083 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1139306.625000 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -1139307 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1139542.875000 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -1139543 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1139720.125000 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -1139720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1139860.875000 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -1139861 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1139951.750000 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -1139952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1140004.375000 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -1140004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1140034.500000 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -1140034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1140051.125000 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -1140051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1140059.875000 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -1140060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1140066.125000 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -1140066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1140067.375000 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -1140067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1140066.875000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -1140067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1140069.125000 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -1140069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1140069.875000 Penalty: 4428.079590
	Iteration 29Q: 3 clusters Score -1140070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1140070.250000 Penalty: 4428.079590
	Iteration 30Q: 3 clusters Score -1140070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1140072.000000 Penalty: 4428.079590
	Iteration 31Q: 3 clusters Score -1140072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1140070.875000 Penalty: 4428.079590
	Iteration 32Q: 3 clusters Score -1140071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1140070.875000 Penalty: 4428.079590
	Iteration 33F: 3 clusters Score -1140071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Entering Unmasked Estep 
Score: -12622306.000000 Penalty: 2797.604980
	Iteration 0F: 2 clusters Score -1.262231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -12572357.000000 Penalty: 5595.209961
	Iteration 0F: 3 clusters Score -1.257236e+07 nChanged 37128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -12593665.000000 Penalty: 5595.209961
	Iteration 1F: 3 clusters Score -1.259366e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -12594987.000000 Penalty: 5595.209961
	Iteration 2Q: 3 clusters Score -1.259499e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -12596643.000000 Penalty: 5595.209961
	Iteration 3F: 3 clusters Score -1.259664e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -12598864.000000 Penalty: 5595.209961
	Iteration 4F: 3 clusters Score -1.259886e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -12601519.000000 Penalty: 5595.209961
	Iteration 5F: 3 clusters Score -1.260152e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -12604319.000000 Penalty: 5595.209961
	Iteration 6F: 3 clusters Score -1.260432e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -12607253.000000 Penalty: 5595.209961
	Iteration 7F: 3 clusters Score -1.260725e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -12610211.000000 Penalty: 5595.209961
	Iteration 8F: 3 clusters Score -1.261021e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -12612920.000000 Penalty: 5595.209961
	Iteration 9Q: 3 clusters Score -1.261292e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -12615201.000000 Penalty: 5595.209961
	Iteration 10Q: 3 clusters Score -1.26152e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -12617038.000000 Penalty: 5595.209961
	Iteration 11Q: 3 clusters Score -1.261704e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -12618307.000000 Penalty: 5595.209961
	Iteration 12Q: 3 clusters Score -1.261831e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -12619056.000000 Penalty: 5595.209961
	Iteration 13Q: 3 clusters Score -1.261906e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76778 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -12619530.000000 Penalty: 5595.209961
	Iteration 14Q: 3 clusters Score -1.261953e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -12619776.000000 Penalty: 5595.209961
	Iteration 15Q: 3 clusters Score -1.261978e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12619983.000000 Penalty: 5595.209961
	Iteration 16Q: 3 clusters Score -1.261998e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12620075.000000 Penalty: 5595.209961
	Iteration 17Q: 3 clusters Score -1.262008e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77440 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -12620173.000000 Penalty: 5595.209961
	Iteration 18Q: 3 clusters Score -1.262017e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -12620215.000000 Penalty: 5595.209961
	Iteration 19Q: 3 clusters Score -1.262022e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12620248.000000 Penalty: 5595.209961
	Iteration 20F: 3 clusters Score -1.262025e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -12620254.000000 Penalty: 5595.209961
	Iteration 21Q: 3 clusters Score -1.262025e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -12620260.000000 Penalty: 5595.209961
	Iteration 22Q: 3 clusters Score -1.262026e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -12620267.000000 Penalty: 5595.209961
	Iteration 23Q: 3 clusters Score -1.262027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12620275.000000 Penalty: 5595.209961
	Iteration 24Q: 3 clusters Score -1.262028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -12620287.000000 Penalty: 5595.209961
	Iteration 25Q: 3 clusters Score -1.262029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12620304.000000 Penalty: 5595.209961
	Iteration 26Q: 3 clusters Score -1.26203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12620318.000000 Penalty: 5595.209961
	Iteration 27Q: 3 clusters Score -1.262032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -12620326.000000 Penalty: 5595.209961
	Iteration 28Q: 3 clusters Score -1.262033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12620320.000000 Penalty: 5595.209961
	Iteration 29Q: 3 clusters Score -1.262032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -12620323.000000 Penalty: 5595.209961
	Iteration 30Q: 3 clusters Score -1.262032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12620319.000000 Penalty: 5595.209961
	Iteration 31Q: 3 clusters Score -1.262032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12620310.000000 Penalty: 5595.209961
	Iteration 32Q: 3 clusters Score -1.262031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -12620324.000000 Penalty: 5595.209961
	Iteration 33Q: 3 clusters Score -1.262032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12620313.000000 Penalty: 5595.209961
	Iteration 34Q: 3 clusters Score -1.262031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12620307.000000 Penalty: 5595.209961
	Iteration 35Q: 3 clusters Score -1.262031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12620311.000000 Penalty: 5595.209961
	Iteration 36Q: 3 clusters Score -1.262031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12620311.000000 Penalty: 5595.209961
	Iteration 37F: 3 clusters Score -1.262031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Entering Unmasked Estep 
Score: -2058645.625000 Penalty: 2354.440918
	Iteration 0F: 2 clusters Score -2058646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2049009.625000 Penalty: 4708.881836
	Iteration 0F: 3 clusters Score -2049010 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2052310.375000 Penalty: 4708.881836
	Iteration 1F: 3 clusters Score -2052310 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2052740.750000 Penalty: 4708.881836
	Iteration 2F: 3 clusters Score -2052741 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2053033.875000 Penalty: 4708.881836
	Iteration 3F: 3 clusters Score -2053034 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2053265.250000 Penalty: 4708.881836
	Iteration 4Q: 3 clusters Score -2053265 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2053518.500000 Penalty: 4708.881836
	Iteration 5Q: 3 clusters Score -2053518 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2053792.375000 Penalty: 4708.881836
	Iteration 6Q: 3 clusters Score -2053792 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2054026.375000 Penalty: 4708.881836
	Iteration 7Q: 3 clusters Score -2054026 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2054270.750000 Penalty: 4708.881836
	Iteration 8Q: 3 clusters Score -2054271 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2054537.125000 Penalty: 4708.881836
	Iteration 9Q: 3 clusters Score -2054537 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2054769.875000 Penalty: 4708.881836
	Iteration 10Q: 3 clusters Score -2054770 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2054990.375000 Penalty: 4708.881836
	Iteration 11Q: 3 clusters Score -2054990 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2055176.625000 Penalty: 4708.881836
	Iteration 12Q: 3 clusters Score -2055177 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2055309.500000 Penalty: 4708.881836
	Iteration 13Q: 3 clusters Score -2055310 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2055424.000000 Penalty: 4708.881836
	Iteration 14Q: 3 clusters Score -2055424 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2055530.500000 Penalty: 4708.881836
	Iteration 15Q: 3 clusters Score -2055530 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2055624.625000 Penalty: 4708.881836
	Iteration 16Q: 3 clusters Score -2055625 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2055691.250000 Penalty: 4708.881836
	Iteration 17Q: 3 clusters Score -2055691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2055735.875000 Penalty: 4708.881836
	Iteration 18Q: 3 clusters Score -2055736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2055761.250000 Penalty: 4708.881836
	Iteration 19Q: 3 clusters Score -2055761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2055785.750000 Penalty: 4708.881836
	Iteration 20F: 3 clusters Score -2055786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2055809.125000 Penalty: 4708.881836
	Iteration 21Q: 3 clusters Score -2055809 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2055839.375000 Penalty: 4708.881836
	Iteration 22Q: 3 clusters Score -2055839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2055864.250000 Penalty: 4708.881836
	Iteration 23Q: 3 clusters Score -2055864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2055895.250000 Penalty: 4708.881836
	Iteration 24Q: 3 clusters Score -2055895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2055920.875000 Penalty: 4708.881836
	Iteration 25Q: 3 clusters Score -2055921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2055943.750000 Penalty: 4708.881836
	Iteration 26Q: 3 clusters Score -2055944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2055962.000000 Penalty: 4708.881836
	Iteration 27Q: 3 clusters Score -2055962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2055984.500000 Penalty: 4708.881836
	Iteration 28Q: 3 clusters Score -2055984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2055992.375000 Penalty: 4708.881836
	Iteration 29Q: 3 clusters Score -2055992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2056013.250000 Penalty: 4708.881836
	Iteration 30Q: 3 clusters Score -2056013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2056015.625000 Penalty: 4708.881836
	Iteration 31Q: 3 clusters Score -2056016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2056024.375000 Penalty: 4708.881836
	Iteration 32Q: 3 clusters Score -2056024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2056026.500000 Penalty: 4708.881836
	Iteration 33Q: 3 clusters Score -2056026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2056034.750000 Penalty: 4708.881836
	Iteration 34Q: 3 clusters Score -2056035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2056042.375000 Penalty: 4708.881836
	Iteration 35Q: 3 clusters Score -2056042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2056055.000000 Penalty: 4708.881836
	Iteration 36Q: 3 clusters Score -2056055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2056067.000000 Penalty: 4708.881836
	Iteration 37Q: 3 clusters Score -2056067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2056072.375000 Penalty: 4708.881836
	Iteration 38Q: 3 clusters Score -2056072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2056081.750000 Penalty: 4708.881836
	Iteration 39Q: 3 clusters Score -2056082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2056091.750000 Penalty: 4708.881836
	Iteration 40F: 3 clusters Score -2056092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2056098.875000 Penalty: 4708.881836
	Iteration 41Q: 3 clusters Score -2056099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2056103.500000 Penalty: 4708.881836
	Iteration 42Q: 3 clusters Score -2056104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2056114.125000 Penalty: 4708.881836
	Iteration 43Q: 3 clusters Score -2056114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2056125.000000 Penalty: 4708.881836
	Iteration 44Q: 3 clusters Score -2056125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2056132.125000 Penalty: 4708.881836
	Iteration 45Q: 3 clusters Score -2056132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2056137.000000 Penalty: 4708.881836
	Iteration 46Q: 3 clusters Score -2056137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2056154.500000 Penalty: 4708.881836
	Iteration 47Q: 3 clusters Score -2056154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2056159.875000 Penalty: 4708.881836
	Iteration 48Q: 3 clusters Score -2056160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2056165.875000 Penalty: 4708.881836
	Iteration 49Q: 3 clusters Score -2056166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2056171.500000 Penalty: 4708.881836
	Iteration 50Q: 3 clusters Score -2056172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2056177.750000 Penalty: 4708.881836
	Iteration 51Q: 3 clusters Score -2056178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2056181.500000 Penalty: 4708.881836
	Iteration 52Q: 3 clusters Score -2056182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2056188.625000 Penalty: 4708.881836
	Iteration 53Q: 3 clusters Score -2056189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2056194.625000 Penalty: 4708.881836
	Iteration 54Q: 3 clusters Score -2056195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2056200.750000 Penalty: 4708.881836
	Iteration 55Q: 3 clusters Score -2056201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2056204.750000 Penalty: 4708.881836
	Iteration 56Q: 3 clusters Score -2056205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2056206.500000 Penalty: 4708.881836
	Iteration 57Q: 3 clusters Score -2056206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2056207.000000 Penalty: 4708.881836
	Iteration 58Q: 3 clusters Score -2056207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2056216.500000 Penalty: 4708.881836
	Iteration 59Q: 3 clusters Score -2056216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2056222.875000 Penalty: 4708.881836
	Iteration 60F: 3 clusters Score -2056223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2056223.000000 Penalty: 4708.881836
	Iteration 61Q: 3 clusters Score -2056223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2056225.875000 Penalty: 4708.881836
	Iteration 62Q: 3 clusters Score -2056226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2056228.750000 Penalty: 4708.881836
	Iteration 63Q: 3 clusters Score -2056229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2056231.500000 Penalty: 4708.881836
	Iteration 64Q: 3 clusters Score -2056232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2056233.625000 Penalty: 4708.881836
	Iteration 65Q: 3 clusters Score -2056234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2056229.875000 Penalty: 4708.881836
	Iteration 66Q: 3 clusters Score -2056230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2056232.250000 Penalty: 4708.881836
	Iteration 67Q: 3 clusters Score -2056232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2056233.500000 Penalty: 4708.881836
	Iteration 68Q: 3 clusters Score -2056234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2056234.625000 Penalty: 4708.881836
	Iteration 69Q: 3 clusters Score -2056235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2056234.250000 Penalty: 4708.881836
	Iteration 70Q: 3 clusters Score -2056234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2056233.750000 Penalty: 4708.881836
	Iteration 71Q: 3 clusters Score -2056234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2056231.625000 Penalty: 4708.881836
	Iteration 72Q: 3 clusters Score -2056232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2056232.000000 Penalty: 4708.881836
	Iteration 73Q: 3 clusters Score -2056232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2056233.625000 Penalty: 4708.881836
	Iteration 74Q: 3 clusters Score -2056234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2056236.625000 Penalty: 4708.881836
	Iteration 75Q: 3 clusters Score -2056237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2056236.750000 Penalty: 4708.881836
	Iteration 76Q: 3 clusters Score -2056237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2056241.625000 Penalty: 4708.881836
	Iteration 77Q: 3 clusters Score -2056242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2056242.250000 Penalty: 4708.881836
	Iteration 78Q: 3 clusters Score -2056242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2056240.750000 Penalty: 4708.881836
	Iteration 79Q: 3 clusters Score -2056241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2056237.375000 Penalty: 4708.881836
	Iteration 80F: 3 clusters Score -2056237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2056238.625000 Penalty: 4708.881836
	Iteration 81Q: 3 clusters Score -2056239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2056237.625000 Penalty: 4708.881836
	Iteration 82Q: 3 clusters Score -2056238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2056241.375000 Penalty: 4708.881836
	Iteration 83Q: 3 clusters Score -2056241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2056242.375000 Penalty: 4708.881836
	Iteration 84Q: 3 clusters Score -2056242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2056242.375000 Penalty: 4708.881836
	Iteration 85F: 3 clusters Score -2056242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -368929.593750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -368929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -365886.000000 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -365886 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -366693.562500 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -366693.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -366966.062500 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -366966.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -367151.312500 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -367151.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -367323.093750 Penalty: 3945.368652
	Iteration 4F: 3 clusters Score -367323.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -367433.593750 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -367433.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -367579.968750 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -367580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -367699.031250 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -367699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -367808.875000 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -367808.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -367916.312500 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -367916.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -368030.218750 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -368030.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -368150.375000 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -368150.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -368281.156250 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -368281.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -368372.781250 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -368372.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -368417.406250 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -368417.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -368461.343750 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -368461.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -368486.937500 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -368486.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -368499.187500 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -368499.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -368507.343750 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -368507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -368512.562500 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -368512.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -368541.625000 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -368541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -368570.750000 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -368570.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -368579.437500 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -368579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -368584.875000 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -368584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -368585.718750 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -368585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -368585.718750 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -368585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -368586.968750 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -368587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -368587.125000 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -368587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -368588.406250 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -368588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -368588.875000 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -368588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -368590.031250 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -368590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -368591.062500 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -368591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -368591.062500 Penalty: 3945.368652
	Iteration 32F: 3 clusters Score -368591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Entering Unmasked Estep 
Score: -6366158.500000 Penalty: 2629.455322
	Iteration 0F: 2 clusters Score -6366158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -6338927.000000 Penalty: 5258.910645
	Iteration 0F: 3 clusters Score -6338927 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -6348919.000000 Penalty: 5258.910645
	Iteration 1F: 3 clusters Score -6348919 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -6349406.000000 Penalty: 5258.910645
	Iteration 2Q: 3 clusters Score -6349406 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -6349888.000000 Penalty: 5258.910645
	Iteration 3Q: 3 clusters Score -6349888 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -6350353.500000 Penalty: 5258.910645
	Iteration 4Q: 3 clusters Score -6350354 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -6350914.000000 Penalty: 5258.910645
	Iteration 5Q: 3 clusters Score -6350914 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6351662.000000 Penalty: 5258.910645
	Iteration 6Q: 3 clusters Score -6351662 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6352802.500000 Penalty: 5258.910645
	Iteration 7F: 3 clusters Score -6352802 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -6354452.000000 Penalty: 5258.910645
	Iteration 8F: 3 clusters Score -6354452 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -6356782.500000 Penalty: 5258.910645
	Iteration 9F: 3 clusters Score -6356782 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -6359291.500000 Penalty: 5258.910645
	Iteration 10F: 3 clusters Score -6359292 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6361321.500000 Penalty: 5258.910645
	Iteration 11F: 3 clusters Score -6361322 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6362654.000000 Penalty: 5258.910645
	Iteration 12Q: 3 clusters Score -6362654 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6363300.000000 Penalty: 5258.910645
	Iteration 13Q: 3 clusters Score -6363300 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6363614.000000 Penalty: 5258.910645
	Iteration 14Q: 3 clusters Score -6363614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6363762.500000 Penalty: 5258.910645
	Iteration 15Q: 3 clusters Score -6363762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6363830.000000 Penalty: 5258.910645
	Iteration 16Q: 3 clusters Score -6363830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6363864.000000 Penalty: 5258.910645
	Iteration 17Q: 3 clusters Score -6363864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6363899.000000 Penalty: 5258.910645
	Iteration 18Q: 3 clusters Score -6363899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6363920.000000 Penalty: 5258.910645
	Iteration 19Q: 3 clusters Score -6363920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6363959.500000 Penalty: 5258.910645
	Iteration 20F: 3 clusters Score -6363960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6363983.000000 Penalty: 5258.910645
	Iteration 21Q: 3 clusters Score -6363983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6363997.500000 Penalty: 5258.910645
	Iteration 22Q: 3 clusters Score -6363998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6364012.500000 Penalty: 5258.910645
	Iteration 23Q: 3 clusters Score -6364012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6364016.000000 Penalty: 5258.910645
	Iteration 24Q: 3 clusters Score -6364016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6364021.000000 Penalty: 5258.910645
	Iteration 25Q: 3 clusters Score -6364021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6364016.000000 Penalty: 5258.910645
	Iteration 26Q: 3 clusters Score -6364016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6364020.000000 Penalty: 5258.910645
	Iteration 27Q: 3 clusters Score -6364020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6364022.500000 Penalty: 5258.910645
	Iteration 28Q: 3 clusters Score -6364022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6364019.000000 Penalty: 5258.910645
	Iteration 29Q: 3 clusters Score -6364019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6364023.500000 Penalty: 5258.910645
	Iteration 30Q: 3 clusters Score -6364024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6364024.500000 Penalty: 5258.910645
	Iteration 31Q: 3 clusters Score -6364024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6364033.000000 Penalty: 5258.910645
	Iteration 32Q: 3 clusters Score -6364033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6364036.000000 Penalty: 5258.910645
	Iteration 33Q: 3 clusters Score -6364036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6364040.000000 Penalty: 5258.910645
	Iteration 34Q: 3 clusters Score -6364040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6364042.500000 Penalty: 5258.910645
	Iteration 35Q: 3 clusters Score -6364042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6364047.000000 Penalty: 5258.910645
	Iteration 36Q: 3 clusters Score -6364047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6364051.000000 Penalty: 5258.910645
	Iteration 37Q: 3 clusters Score -6364051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6364049.000000 Penalty: 5258.910645
	Iteration 38Q: 3 clusters Score -6364049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6364049.000000 Penalty: 5258.910645
	Iteration 39F: 3 clusters Score -6364049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Entering Unmasked Estep 
Score: -2751847.750000 Penalty: 2426.494873
	Iteration 0F: 2 clusters Score -2751848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2739180.000000 Penalty: 4852.989746
	Iteration 0F: 3 clusters Score -2739180 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2743461.750000 Penalty: 4852.989746
	Iteration 1F: 3 clusters Score -2743462 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2744037.750000 Penalty: 4852.989746
	Iteration 2F: 3 clusters Score -2744038 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2744809.000000 Penalty: 4852.989746
	Iteration 3F: 3 clusters Score -2744809 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2745844.500000 Penalty: 4852.989746
	Iteration 4F: 3 clusters Score -2745844 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2746908.250000 Penalty: 4852.989746
	Iteration 5F: 3 clusters Score -2746908 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2747746.500000 Penalty: 4852.989746
	Iteration 6F: 3 clusters Score -2747746 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2748302.250000 Penalty: 4852.989746
	Iteration 7F: 3 clusters Score -2748302 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2748647.000000 Penalty: 4852.989746
	Iteration 8Q: 3 clusters Score -2748647 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2748854.000000 Penalty: 4852.989746
	Iteration 9Q: 3 clusters Score -2748854 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2748999.500000 Penalty: 4852.989746
	Iteration 10Q: 3 clusters Score -2749000 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2749100.500000 Penalty: 4852.989746
	Iteration 11Q: 3 clusters Score -2749100 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2749172.000000 Penalty: 4852.989746
	Iteration 12Q: 3 clusters Score -2749172 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2749241.500000 Penalty: 4852.989746
	Iteration 13Q: 3 clusters Score -2749242 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2749333.750000 Penalty: 4852.989746
	Iteration 14Q: 3 clusters Score -2749334 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2749390.500000 Penalty: 4852.989746
	Iteration 15Q: 3 clusters Score -2749390 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2749483.250000 Penalty: 4852.989746
	Iteration 16Q: 3 clusters Score -2749483 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2749557.500000 Penalty: 4852.989746
	Iteration 17Q: 3 clusters Score -2749558 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2749643.750000 Penalty: 4852.989746
	Iteration 18Q: 3 clusters Score -2749644 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2749721.000000 Penalty: 4852.989746
	Iteration 19Q: 3 clusters Score -2749721 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2749819.250000 Penalty: 4852.989746
	Iteration 20F: 3 clusters Score -2749819 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2749922.500000 Penalty: 4852.989746
	Iteration 21Q: 3 clusters Score -2749922 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2750034.500000 Penalty: 4852.989746
	Iteration 22Q: 3 clusters Score -2750034 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2750149.000000 Penalty: 4852.989746
	Iteration 23Q: 3 clusters Score -2750149 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2750258.000000 Penalty: 4852.989746
	Iteration 24Q: 3 clusters Score -2750258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2750358.750000 Penalty: 4852.989746
	Iteration 25Q: 3 clusters Score -2750359 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2750460.250000 Penalty: 4852.989746
	Iteration 26Q: 3 clusters Score -2750460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2750561.750000 Penalty: 4852.989746
	Iteration 27Q: 3 clusters Score -2750562 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2750688.750000 Penalty: 4852.989746
	Iteration 28Q: 3 clusters Score -2750689 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2750805.500000 Penalty: 4852.989746
	Iteration 29Q: 3 clusters Score -2750806 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2750924.250000 Penalty: 4852.989746
	Iteration 30Q: 3 clusters Score -2750924 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2751050.250000 Penalty: 4852.989746
	Iteration 31Q: 3 clusters Score -2751050 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2751146.750000 Penalty: 4852.989746
	Iteration 32Q: 3 clusters Score -2751147 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2751244.750000 Penalty: 4852.989746
	Iteration 33Q: 3 clusters Score -2751245 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2751330.750000 Penalty: 4852.989746
	Iteration 34Q: 3 clusters Score -2751331 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2751409.250000 Penalty: 4852.989746
	Iteration 35Q: 3 clusters Score -2751409 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2751466.500000 Penalty: 4852.989746
	Iteration 36Q: 3 clusters Score -2751466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2751526.750000 Penalty: 4852.989746
	Iteration 37Q: 3 clusters Score -2751527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2751588.000000 Penalty: 4852.989746
	Iteration 38Q: 3 clusters Score -2751588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2751624.500000 Penalty: 4852.989746
	Iteration 39Q: 3 clusters Score -2751624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2751661.000000 Penalty: 4852.989746
	Iteration 40F: 3 clusters Score -2751661 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2751678.250000 Penalty: 4852.989746
	Iteration 41Q: 3 clusters Score -2751678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2751705.000000 Penalty: 4852.989746
	Iteration 42Q: 3 clusters Score -2751705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2751713.750000 Penalty: 4852.989746
	Iteration 43Q: 3 clusters Score -2751714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2751718.750000 Penalty: 4852.989746
	Iteration 44Q: 3 clusters Score -2751719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2751726.500000 Penalty: 4852.989746
	Iteration 45Q: 3 clusters Score -2751726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2751729.250000 Penalty: 4852.989746
	Iteration 46Q: 3 clusters Score -2751729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2751728.250000 Penalty: 4852.989746
	Iteration 47Q: 3 clusters Score -2751728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2751734.000000 Penalty: 4852.989746
	Iteration 48Q: 3 clusters Score -2751734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2751737.250000 Penalty: 4852.989746
	Iteration 49Q: 3 clusters Score -2751737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2751738.750000 Penalty: 4852.989746
	Iteration 50Q: 3 clusters Score -2751739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2751744.000000 Penalty: 4852.989746
	Iteration 51Q: 3 clusters Score -2751744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2751744.000000 Penalty: 4852.989746
	Iteration 52Q: 3 clusters Score -2751744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2751738.750000 Penalty: 4852.989746
	Iteration 53Q: 3 clusters Score -2751739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2751738.500000 Penalty: 4852.989746
	Iteration 54Q: 3 clusters Score -2751738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2751739.750000 Penalty: 4852.989746
	Iteration 55Q: 3 clusters Score -2751740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2751739.750000 Penalty: 4852.989746
	Iteration 56F: 3 clusters Score -2751740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Entering Unmasked Estep 
Score: -16722011.000000 Penalty: 2866.761719
	Iteration 0F: 2 clusters Score -1.672201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -16661164.000000 Penalty: 5733.523438
	Iteration 0F: 3 clusters Score -1.666116e+07 nChanged 49390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -16689515.000000 Penalty: 5733.523438
	Iteration 1F: 3 clusters Score -1.668952e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -16690227.000000 Penalty: 5733.523438
	Iteration 2Q: 3 clusters Score -1.669023e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -16690844.000000 Penalty: 5733.523438
	Iteration 3Q: 3 clusters Score -1.669084e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -16691781.000000 Penalty: 5733.523438
	Iteration 4Q: 3 clusters Score -1.669178e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -16692897.000000 Penalty: 5733.523438
	Iteration 5Q: 3 clusters Score -1.66929e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -16694705.000000 Penalty: 5733.523438
	Iteration 6Q: 3 clusters Score -1.66947e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 62661 members 
Entering Unmasked Estep 
Score: -16697805.000000 Penalty: 5733.523438
	Iteration 7F: 3 clusters Score -1.66978e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -16702141.000000 Penalty: 5733.523438
	Iteration 8F: 3 clusters Score -1.670214e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -16707215.000000 Penalty: 5733.523438
	Iteration 9F: 3 clusters Score -1.670722e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -16711653.000000 Penalty: 5733.523438
	Iteration 10F: 3 clusters Score -1.671165e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -16714706.000000 Penalty: 5733.523438
	Iteration 11F: 3 clusters Score -1.671471e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -16716576.000000 Penalty: 5733.523438
	Iteration 12Q: 3 clusters Score -1.671658e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -16717709.000000 Penalty: 5733.523438
	Iteration 13Q: 3 clusters Score -1.671771e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -16718194.000000 Penalty: 5733.523438
	Iteration 14Q: 3 clusters Score -1.671819e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -16718494.000000 Penalty: 5733.523438
	Iteration 15Q: 3 clusters Score -1.671849e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -16718640.000000 Penalty: 5733.523438
	Iteration 16Q: 3 clusters Score -1.671864e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 90153 members 
Entering Unmasked Estep 
Score: -16718744.000000 Penalty: 5733.523438
	Iteration 17Q: 3 clusters Score -1.671874e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -16718675.000000 Penalty: 5733.523438
	Iteration 18Q: 3 clusters Score -1.671868e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -16718669.000000 Penalty: 5733.523438
	Iteration 19Q: 3 clusters Score -1.671867e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -16718732.000000 Penalty: 5733.523438
	Iteration 20F: 3 clusters Score -1.671873e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -16718817.000000 Penalty: 5733.523438
	Iteration 21Q: 3 clusters Score -1.671882e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -16718973.000000 Penalty: 5733.523438
	Iteration 22Q: 3 clusters Score -1.671897e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 93987 members 
Entering Unmasked Estep 
Score: -16719100.000000 Penalty: 5733.523438
	Iteration 23Q: 3 clusters Score -1.67191e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 94465 members 
Entering Unmasked Estep 
Score: -16719251.000000 Penalty: 5733.523438
	Iteration 24Q: 3 clusters Score -1.671925e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -16719368.000000 Penalty: 5733.523438
	Iteration 25Q: 3 clusters Score -1.671937e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -16719486.000000 Penalty: 5733.523438
	Iteration 26Q: 3 clusters Score -1.671949e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -16719621.000000 Penalty: 5733.523438
	Iteration 27Q: 3 clusters Score -1.671962e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -16719748.000000 Penalty: 5733.523438
	Iteration 28Q: 3 clusters Score -1.671975e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 96480 members 
Entering Unmasked Estep 
Score: -16719810.000000 Penalty: 5733.523438
	Iteration 29Q: 3 clusters Score -1.671981e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -16719840.000000 Penalty: 5733.523438
	Iteration 30Q: 3 clusters Score -1.671984e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 97057 members 
Entering Unmasked Estep 
Score: -16719897.000000 Penalty: 5733.523438
	Iteration 31Q: 3 clusters Score -1.67199e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -16719935.000000 Penalty: 5733.523438
	Iteration 32Q: 3 clusters Score -1.671994e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -16719988.000000 Penalty: 5733.523438
	Iteration 33Q: 3 clusters Score -1.671999e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -16720029.000000 Penalty: 5733.523438
	Iteration 34Q: 3 clusters Score -1.672003e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -16720089.000000 Penalty: 5733.523438
	Iteration 35Q: 3 clusters Score -1.672009e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -16720163.000000 Penalty: 5733.523438
	Iteration 36Q: 3 clusters Score -1.672016e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -16720194.000000 Penalty: 5733.523438
	Iteration 37Q: 3 clusters Score -1.672019e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -16720173.000000 Penalty: 5733.523438
	Iteration 38Q: 3 clusters Score -1.672017e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -16720221.000000 Penalty: 5733.523438
	Iteration 39Q: 3 clusters Score -1.672022e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -16720227.000000 Penalty: 5733.523438
	Iteration 40F: 3 clusters Score -1.672023e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -16720231.000000 Penalty: 5733.523438
	Iteration 41Q: 3 clusters Score -1.672023e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -16720251.000000 Penalty: 5733.523438
	Iteration 42Q: 3 clusters Score -1.672025e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 99146 members 
Entering Unmasked Estep 
Score: -16720251.000000 Penalty: 5733.523438
	Iteration 43Q: 3 clusters Score -1.672025e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -16720273.000000 Penalty: 5733.523438
	Iteration 44Q: 3 clusters Score -1.672027e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -16720280.000000 Penalty: 5733.523438
	Iteration 45Q: 3 clusters Score -1.672028e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -16720339.000000 Penalty: 5733.523438
	Iteration 46Q: 3 clusters Score -1.672034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -16720306.000000 Penalty: 5733.523438
	Iteration 47Q: 3 clusters Score -1.672031e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 99571 members 
Entering Unmasked Estep 
Score: -16720280.000000 Penalty: 5733.523438
	Iteration 48Q: 3 clusters Score -1.672028e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -16720277.000000 Penalty: 5733.523438
	Iteration 49Q: 3 clusters Score -1.672028e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -16720284.000000 Penalty: 5733.523438
	Iteration 50Q: 3 clusters Score -1.672028e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -16720288.000000 Penalty: 5733.523438
	Iteration 51Q: 3 clusters Score -1.672029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -16720285.000000 Penalty: 5733.523438
	Iteration 52Q: 3 clusters Score -1.672028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -16720279.000000 Penalty: 5733.523438
	Iteration 53Q: 3 clusters Score -1.672028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -16720290.000000 Penalty: 5733.523438
	Iteration 54Q: 3 clusters Score -1.672029e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 99931 members 
Entering Unmasked Estep 
Score: -16720303.000000 Penalty: 5733.523438
	Iteration 55Q: 3 clusters Score -1.67203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -16720301.000000 Penalty: 5733.523438
	Iteration 56Q: 3 clusters Score -1.67203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -16720301.000000 Penalty: 5733.523438
	Iteration 57Q: 3 clusters Score -1.67203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -16720300.000000 Penalty: 5733.523438
	Iteration 58Q: 3 clusters Score -1.67203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -16720288.000000 Penalty: 5733.523438
	Iteration 59Q: 3 clusters Score -1.672029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -16720284.000000 Penalty: 5733.523438
	Iteration 60F: 3 clusters Score -1.672028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -16720291.000000 Penalty: 5733.523438
	Iteration 61Q: 3 clusters Score -1.672029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -16720293.000000 Penalty: 5733.523438
	Iteration 62Q: 3 clusters Score -1.672029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -16720299.000000 Penalty: 5733.523438
	Iteration 63Q: 3 clusters Score -1.67203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -16720295.000000 Penalty: 5733.523438
	Iteration 64Q: 3 clusters Score -1.67203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -16720301.000000 Penalty: 5733.523438
	Iteration 65Q: 3 clusters Score -1.67203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -16720289.000000 Penalty: 5733.523438
	Iteration 66Q: 3 clusters Score -1.672029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -16720296.000000 Penalty: 5733.523438
	Iteration 67Q: 3 clusters Score -1.67203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -16720308.000000 Penalty: 5733.523438
	Iteration 68Q: 3 clusters Score -1.672031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 100179 members 
Entering Unmasked Estep 
Score: -16720325.000000 Penalty: 5733.523438
	Iteration 69Q: 3 clusters Score -1.672032e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -16720320.000000 Penalty: 5733.523438
	Iteration 70Q: 3 clusters Score -1.672032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -16720326.000000 Penalty: 5733.523438
	Iteration 71Q: 3 clusters Score -1.672033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 100259 members 
Entering Unmasked Estep 
Score: -16720321.000000 Penalty: 5733.523438
	Iteration 72Q: 3 clusters Score -1.672032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -16720327.000000 Penalty: 5733.523438
	Iteration 73Q: 3 clusters Score -1.672033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -16720321.000000 Penalty: 5733.523438
	Iteration 74Q: 3 clusters Score -1.672032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 100331 members 
Entering Unmasked Estep 
Score: -16720331.000000 Penalty: 5733.523438
	Iteration 75Q: 3 clusters Score -1.672033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -16720334.000000 Penalty: 5733.523438
	Iteration 76Q: 3 clusters Score -1.672033e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -16720323.000000 Penalty: 5733.523438
	Iteration 77Q: 3 clusters Score -1.672032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -16720330.000000 Penalty: 5733.523438
	Iteration 78Q: 3 clusters Score -1.672033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -16720314.000000 Penalty: 5733.523438
	Iteration 79Q: 3 clusters Score -1.672031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -16720317.000000 Penalty: 5733.523438
	Iteration 80F: 3 clusters Score -1.672032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -16720331.000000 Penalty: 5733.523438
	Iteration 81Q: 3 clusters Score -1.672033e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -16720347.000000 Penalty: 5733.523438
	Iteration 82Q: 3 clusters Score -1.672035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -16720346.000000 Penalty: 5733.523438
	Iteration 83Q: 3 clusters Score -1.672035e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -16720341.000000 Penalty: 5733.523438
	Iteration 84Q: 3 clusters Score -1.672034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -16720325.000000 Penalty: 5733.523438
	Iteration 85Q: 3 clusters Score -1.672032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 100670 members 
Entering Unmasked Estep 
Score: -16720332.000000 Penalty: 5733.523438
	Iteration 86Q: 3 clusters Score -1.672033e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -16720336.000000 Penalty: 5733.523438
	Iteration 87Q: 3 clusters Score -1.672034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -16720366.000000 Penalty: 5733.523438
	Iteration 88Q: 3 clusters Score -1.672037e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -16720363.000000 Penalty: 5733.523438
	Iteration 89Q: 3 clusters Score -1.672036e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -16720340.000000 Penalty: 5733.523438
	Iteration 90Q: 3 clusters Score -1.672034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -16720365.000000 Penalty: 5733.523438
	Iteration 91Q: 3 clusters Score -1.672036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -16720376.000000 Penalty: 5733.523438
	Iteration 92Q: 3 clusters Score -1.672038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -16720379.000000 Penalty: 5733.523438
	Iteration 93Q: 3 clusters Score -1.672038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -16720397.000000 Penalty: 5733.523438
	Iteration 94Q: 3 clusters Score -1.67204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -16720391.000000 Penalty: 5733.523438
	Iteration 95Q: 3 clusters Score -1.672039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -16720415.000000 Penalty: 5733.523438
	Iteration 96Q: 3 clusters Score -1.672042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 101042 members 
Entering Unmasked Estep 
Score: -16720420.000000 Penalty: 5733.523438
	Iteration 97Q: 3 clusters Score -1.672042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -16720414.000000 Penalty: 5733.523438
	Iteration 98Q: 3 clusters Score -1.672041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -16720407.000000 Penalty: 5733.523438
	Iteration 99Q: 3 clusters Score -1.672041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -16720395.000000 Penalty: 5733.523438
	Iteration 100F: 3 clusters Score -1.67204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -16720384.000000 Penalty: 5733.523438
	Iteration 101Q: 3 clusters Score -1.672038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
Score: -16720375.000000 Penalty: 5733.523438
	Iteration 102Q: 3 clusters Score -1.672038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -16720357.000000 Penalty: 5733.523438
	Iteration 103Q: 3 clusters Score -1.672036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -16720345.000000 Penalty: 5733.523438
	Iteration 104Q: 3 clusters Score -1.672034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -16720368.000000 Penalty: 5733.523438
	Iteration 105Q: 3 clusters Score -1.672037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 101239 members 
Entering Unmasked Estep 
Score: -16720372.000000 Penalty: 5733.523438
	Iteration 106Q: 3 clusters Score -1.672037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -16720353.000000 Penalty: 5733.523438
	Iteration 107Q: 3 clusters Score -1.672035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -16720358.000000 Penalty: 5733.523438
	Iteration 108Q: 3 clusters Score -1.672036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -16720361.000000 Penalty: 5733.523438
	Iteration 109Q: 3 clusters Score -1.672036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -16720349.000000 Penalty: 5733.523438
	Iteration 110Q: 3 clusters Score -1.672035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -16720346.000000 Penalty: 5733.523438
	Iteration 111Q: 3 clusters Score -1.672035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -16720360.000000 Penalty: 5733.523438
	Iteration 112Q: 3 clusters Score -1.672036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
Score: -16720349.000000 Penalty: 5733.523438
	Iteration 113Q: 3 clusters Score -1.672035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 101309 members 
Entering Unmasked Estep 
Score: -16720345.000000 Penalty: 5733.523438
	Iteration 114Q: 3 clusters Score -1.672034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -16720345.000000 Penalty: 5733.523438
	Iteration 115Q: 3 clusters Score -1.672034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -16720333.000000 Penalty: 5733.523438
	Iteration 116Q: 3 clusters Score -1.672033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 101328 members 
Entering Unmasked Estep 
Score: -16720334.000000 Penalty: 5733.523438
	Iteration 117Q: 3 clusters Score -1.672033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -16720339.000000 Penalty: 5733.523438
	Iteration 118Q: 3 clusters Score -1.672034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -16720328.000000 Penalty: 5733.523438
	Iteration 119Q: 3 clusters Score -1.672033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -16720335.000000 Penalty: 5733.523438
	Iteration 120F: 3 clusters Score -1.672034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -16720335.000000 Penalty: 5733.523438
	Iteration 121Q: 3 clusters Score -1.672034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -16720331.000000 Penalty: 5733.523438
	Iteration 122Q: 3 clusters Score -1.672033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -16720338.000000 Penalty: 5733.523438
	Iteration 123Q: 3 clusters Score -1.672034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -16720339.000000 Penalty: 5733.523438
	Iteration 124Q: 3 clusters Score -1.672034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -16720341.000000 Penalty: 5733.523438
	Iteration 125Q: 3 clusters Score -1.672034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -16720337.000000 Penalty: 5733.523438
	Iteration 126Q: 3 clusters Score -1.672034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -16720345.000000 Penalty: 5733.523438
	Iteration 127Q: 3 clusters Score -1.672034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 101369 members 
Entering Unmasked Estep 
Score: -16720345.000000 Penalty: 5733.523438
	Iteration 128F: 3 clusters Score -1.672034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -1152095.875000 Penalty: 2210.393555
	Iteration 0F: 2 clusters Score -1152096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1145985.250000 Penalty: 4420.787109
	Iteration 0F: 3 clusters Score -1145985 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1147704.125000 Penalty: 4420.787109
	Iteration 1F: 3 clusters Score -1147704 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1148012.250000 Penalty: 4420.787109
	Iteration 2F: 3 clusters Score -1148012 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1148193.750000 Penalty: 4420.787109
	Iteration 3F: 3 clusters Score -1148194 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1148315.500000 Penalty: 4420.787109
	Iteration 4Q: 3 clusters Score -1148316 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1148420.500000 Penalty: 4420.787109
	Iteration 5Q: 3 clusters Score -1148420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1148515.000000 Penalty: 4420.787109
	Iteration 6Q: 3 clusters Score -1148515 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1148604.625000 Penalty: 4420.787109
	Iteration 7Q: 3 clusters Score -1148605 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1148698.250000 Penalty: 4420.787109
	Iteration 8Q: 3 clusters Score -1148698 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1148796.125000 Penalty: 4420.787109
	Iteration 9Q: 3 clusters Score -1148796 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1148908.125000 Penalty: 4420.787109
	Iteration 10Q: 3 clusters Score -1148908 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1149020.875000 Penalty: 4420.787109
	Iteration 11Q: 3 clusters Score -1149021 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1149158.000000 Penalty: 4420.787109
	Iteration 12Q: 3 clusters Score -1149158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1149275.750000 Penalty: 4420.787109
	Iteration 13Q: 3 clusters Score -1149276 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1149373.875000 Penalty: 4420.787109
	Iteration 14Q: 3 clusters Score -1149374 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1149473.000000 Penalty: 4420.787109
	Iteration 15Q: 3 clusters Score -1149473 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1149571.000000 Penalty: 4420.787109
	Iteration 16Q: 3 clusters Score -1149571 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1149674.375000 Penalty: 4420.787109
	Iteration 17Q: 3 clusters Score -1149674 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1149766.750000 Penalty: 4420.787109
	Iteration 18Q: 3 clusters Score -1149767 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1149854.875000 Penalty: 4420.787109
	Iteration 19Q: 3 clusters Score -1149855 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1149932.625000 Penalty: 4420.787109
	Iteration 20F: 3 clusters Score -1149933 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1149995.000000 Penalty: 4420.787109
	Iteration 21Q: 3 clusters Score -1149995 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1150053.125000 Penalty: 4420.787109
	Iteration 22Q: 3 clusters Score -1150053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1150092.000000 Penalty: 4420.787109
	Iteration 23Q: 3 clusters Score -1150092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1150123.500000 Penalty: 4420.787109
	Iteration 24Q: 3 clusters Score -1150124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1150143.750000 Penalty: 4420.787109
	Iteration 25Q: 3 clusters Score -1150144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1150162.750000 Penalty: 4420.787109
	Iteration 26Q: 3 clusters Score -1150163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1150185.375000 Penalty: 4420.787109
	Iteration 27Q: 3 clusters Score -1150185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1150207.875000 Penalty: 4420.787109
	Iteration 28Q: 3 clusters Score -1150208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1150228.375000 Penalty: 4420.787109
	Iteration 29Q: 3 clusters Score -1150228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1150247.375000 Penalty: 4420.787109
	Iteration 30Q: 3 clusters Score -1150247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1150261.375000 Penalty: 4420.787109
	Iteration 31Q: 3 clusters Score -1150261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1150277.625000 Penalty: 4420.787109
	Iteration 32Q: 3 clusters Score -1150278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1150291.625000 Penalty: 4420.787109
	Iteration 33Q: 3 clusters Score -1150292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1150300.500000 Penalty: 4420.787109
	Iteration 34Q: 3 clusters Score -1150300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1150315.875000 Penalty: 4420.787109
	Iteration 35Q: 3 clusters Score -1150316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1150326.875000 Penalty: 4420.787109
	Iteration 36Q: 3 clusters Score -1150327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1150333.625000 Penalty: 4420.787109
	Iteration 37Q: 3 clusters Score -1150334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1150337.250000 Penalty: 4420.787109
	Iteration 38Q: 3 clusters Score -1150337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1150338.000000 Penalty: 4420.787109
	Iteration 39Q: 3 clusters Score -1150338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1150339.875000 Penalty: 4420.787109
	Iteration 40F: 3 clusters Score -1150340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1150341.125000 Penalty: 4420.787109
	Iteration 41Q: 3 clusters Score -1150341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1150344.500000 Penalty: 4420.787109
	Iteration 42Q: 3 clusters Score -1150344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1150346.000000 Penalty: 4420.787109
	Iteration 43Q: 3 clusters Score -1150346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1150346.250000 Penalty: 4420.787109
	Iteration 44Q: 3 clusters Score -1150346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1150349.375000 Penalty: 4420.787109
	Iteration 45Q: 3 clusters Score -1150349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1150348.375000 Penalty: 4420.787109
	Iteration 46Q: 3 clusters Score -1150348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1150350.625000 Penalty: 4420.787109
	Iteration 47Q: 3 clusters Score -1150351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1150351.750000 Penalty: 4420.787109
	Iteration 48Q: 3 clusters Score -1150352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1150350.125000 Penalty: 4420.787109
	Iteration 49Q: 3 clusters Score -1150350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1150351.375000 Penalty: 4420.787109
	Iteration 50Q: 3 clusters Score -1150351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1150350.750000 Penalty: 4420.787109
	Iteration 51Q: 3 clusters Score -1150351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1150350.500000 Penalty: 4420.787109
	Iteration 52Q: 3 clusters Score -1150350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1150351.250000 Penalty: 4420.787109
	Iteration 53Q: 3 clusters Score -1150351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1150351.000000 Penalty: 4420.787109
	Iteration 54Q: 3 clusters Score -1150351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1150351.000000 Penalty: 4420.787109
	Iteration 55F: 3 clusters Score -1150351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Entering Unmasked Estep 
Score: -1784919.500000 Penalty: 2319.234863
	Iteration 0F: 2 clusters Score -1784920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1776309.375000 Penalty: 4638.469727
	Iteration 0F: 3 clusters Score -1776309 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1778898.125000 Penalty: 4638.469727
	Iteration 1F: 3 clusters Score -1778898 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1779217.750000 Penalty: 4638.469727
	Iteration 2F: 3 clusters Score -1779218 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1779434.875000 Penalty: 4638.469727
	Iteration 3Q: 3 clusters Score -1779435 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1779646.875000 Penalty: 4638.469727
	Iteration 4Q: 3 clusters Score -1779647 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1779867.500000 Penalty: 4638.469727
	Iteration 5Q: 3 clusters Score -1779868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1780109.750000 Penalty: 4638.469727
	Iteration 6Q: 3 clusters Score -1780110 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1780346.250000 Penalty: 4638.469727
	Iteration 7Q: 3 clusters Score -1780346 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1780630.375000 Penalty: 4638.469727
	Iteration 8Q: 3 clusters Score -1780630 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1780973.000000 Penalty: 4638.469727
	Iteration 9Q: 3 clusters Score -1780973 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1781342.875000 Penalty: 4638.469727
	Iteration 10Q: 3 clusters Score -1781343 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1781752.125000 Penalty: 4638.469727
	Iteration 11F: 3 clusters Score -1781752 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1782203.125000 Penalty: 4638.469727
	Iteration 12F: 3 clusters Score -1782203 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1782546.625000 Penalty: 4638.469727
	Iteration 13Q: 3 clusters Score -1782547 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1782789.625000 Penalty: 4638.469727
	Iteration 14Q: 3 clusters Score -1782790 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1782950.250000 Penalty: 4638.469727
	Iteration 15Q: 3 clusters Score -1782950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1783074.250000 Penalty: 4638.469727
	Iteration 16Q: 3 clusters Score -1783074 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1783189.125000 Penalty: 4638.469727
	Iteration 17Q: 3 clusters Score -1783189 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1783304.250000 Penalty: 4638.469727
	Iteration 18Q: 3 clusters Score -1783304 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1783450.375000 Penalty: 4638.469727
	Iteration 19Q: 3 clusters Score -1783450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1783573.625000 Penalty: 4638.469727
	Iteration 20F: 3 clusters Score -1783574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1783623.500000 Penalty: 4638.469727
	Iteration 21Q: 3 clusters Score -1783624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1783643.375000 Penalty: 4638.469727
	Iteration 22Q: 3 clusters Score -1783643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1783659.875000 Penalty: 4638.469727
	Iteration 23Q: 3 clusters Score -1783660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1783669.000000 Penalty: 4638.469727
	Iteration 24Q: 3 clusters Score -1783669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1783680.000000 Penalty: 4638.469727
	Iteration 25Q: 3 clusters Score -1783680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1783691.375000 Penalty: 4638.469727
	Iteration 26Q: 3 clusters Score -1783691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1783693.625000 Penalty: 4638.469727
	Iteration 27Q: 3 clusters Score -1783694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1783699.500000 Penalty: 4638.469727
	Iteration 28Q: 3 clusters Score -1783700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1783704.875000 Penalty: 4638.469727
	Iteration 29Q: 3 clusters Score -1783705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1783711.625000 Penalty: 4638.469727
	Iteration 30Q: 3 clusters Score -1783712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1783714.500000 Penalty: 4638.469727
	Iteration 31Q: 3 clusters Score -1783714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1783718.000000 Penalty: 4638.469727
	Iteration 32Q: 3 clusters Score -1783718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1783712.750000 Penalty: 4638.469727
	Iteration 33Q: 3 clusters Score -1783713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1783720.875000 Penalty: 4638.469727
	Iteration 34Q: 3 clusters Score -1783721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1783727.250000 Penalty: 4638.469727
	Iteration 35Q: 3 clusters Score -1783727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1783722.500000 Penalty: 4638.469727
	Iteration 36Q: 3 clusters Score -1783722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1783724.625000 Penalty: 4638.469727
	Iteration 37Q: 3 clusters Score -1783725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1783723.375000 Penalty: 4638.469727
	Iteration 38Q: 3 clusters Score -1783723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1783730.875000 Penalty: 4638.469727
	Iteration 39Q: 3 clusters Score -1783731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1783732.750000 Penalty: 4638.469727
	Iteration 40F: 3 clusters Score -1783733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1783734.625000 Penalty: 4638.469727
	Iteration 41Q: 3 clusters Score -1783735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1783735.875000 Penalty: 4638.469727
	Iteration 42Q: 3 clusters Score -1783736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1783734.875000 Penalty: 4638.469727
	Iteration 43Q: 3 clusters Score -1783735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1783743.750000 Penalty: 4638.469727
	Iteration 44Q: 3 clusters Score -1783744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1783746.750000 Penalty: 4638.469727
	Iteration 45Q: 3 clusters Score -1783747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1783745.875000 Penalty: 4638.469727
	Iteration 46Q: 3 clusters Score -1783746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1783745.375000 Penalty: 4638.469727
	Iteration 47Q: 3 clusters Score -1783745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1783747.000000 Penalty: 4638.469727
	Iteration 48Q: 3 clusters Score -1783747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1783751.625000 Penalty: 4638.469727
	Iteration 49Q: 3 clusters Score -1783752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1783746.500000 Penalty: 4638.469727
	Iteration 50Q: 3 clusters Score -1783746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1783746.500000 Penalty: 4638.469727
	Iteration 51F: 3 clusters Score -1783746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Entering Unmasked Estep 
Score: -465486.093750 Penalty: 1981.914917
	Iteration 0F: 2 clusters Score -465486.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -462245.156250 Penalty: 3963.829834
	Iteration 0F: 3 clusters Score -462245.2 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -462896.718750 Penalty: 3963.829834
	Iteration 1F: 3 clusters Score -462896.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -463042.687500 Penalty: 3963.829834
	Iteration 2F: 3 clusters Score -463042.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -463109.187500 Penalty: 3963.829834
	Iteration 3Q: 3 clusters Score -463109.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -463164.312500 Penalty: 3963.829834
	Iteration 4Q: 3 clusters Score -463164.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -463205.968750 Penalty: 3963.829834
	Iteration 5Q: 3 clusters Score -463206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -463232.437500 Penalty: 3963.829834
	Iteration 6Q: 3 clusters Score -463232.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -463251.718750 Penalty: 3963.829834
	Iteration 7Q: 3 clusters Score -463251.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -463277.187500 Penalty: 3963.829834
	Iteration 8Q: 3 clusters Score -463277.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -463302.281250 Penalty: 3963.829834
	Iteration 9Q: 3 clusters Score -463302.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -463325.625000 Penalty: 3963.829834
	Iteration 10Q: 3 clusters Score -463325.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -463344.843750 Penalty: 3963.829834
	Iteration 11Q: 3 clusters Score -463344.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -463362.500000 Penalty: 3963.829834
	Iteration 12Q: 3 clusters Score -463362.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -463384.781250 Penalty: 3963.829834
	Iteration 13Q: 3 clusters Score -463384.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -463408.187500 Penalty: 3963.829834
	Iteration 14Q: 3 clusters Score -463408.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -463433.531250 Penalty: 3963.829834
	Iteration 15Q: 3 clusters Score -463433.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -463463.968750 Penalty: 3963.829834
	Iteration 16Q: 3 clusters Score -463464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -463496.156250 Penalty: 3963.829834
	Iteration 17Q: 3 clusters Score -463496.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -463530.812500 Penalty: 3963.829834
	Iteration 18Q: 3 clusters Score -463530.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -463572.687500 Penalty: 3963.829834
	Iteration 19Q: 3 clusters Score -463572.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463607.812500 Penalty: 3963.829834
	Iteration 20F: 3 clusters Score -463607.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -463633.906250 Penalty: 3963.829834
	Iteration 21Q: 3 clusters Score -463633.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -463651.937500 Penalty: 3963.829834
	Iteration 22Q: 3 clusters Score -463651.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -463666.781250 Penalty: 3963.829834
	Iteration 23Q: 3 clusters Score -463666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -463680.500000 Penalty: 3963.829834
	Iteration 24Q: 3 clusters Score -463680.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -463703.093750 Penalty: 3963.829834
	Iteration 25Q: 3 clusters Score -463703.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -463724.250000 Penalty: 3963.829834
	Iteration 26Q: 3 clusters Score -463724.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -463737.156250 Penalty: 3963.829834
	Iteration 27Q: 3 clusters Score -463737.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -463749.468750 Penalty: 3963.829834
	Iteration 28Q: 3 clusters Score -463749.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -463767.812500 Penalty: 3963.829834
	Iteration 29Q: 3 clusters Score -463767.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -463781.062500 Penalty: 3963.829834
	Iteration 30Q: 3 clusters Score -463781.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -463793.375000 Penalty: 3963.829834
	Iteration 31Q: 3 clusters Score -463793.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -463801.437500 Penalty: 3963.829834
	Iteration 32Q: 3 clusters Score -463801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -463806.156250 Penalty: 3963.829834
	Iteration 33Q: 3 clusters Score -463806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -463812.093750 Penalty: 3963.829834
	Iteration 34Q: 3 clusters Score -463812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -463818.937500 Penalty: 3963.829834
	Iteration 35Q: 3 clusters Score -463818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -463822.031250 Penalty: 3963.829834
	Iteration 36Q: 3 clusters Score -463822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -463826.593750 Penalty: 3963.829834
	Iteration 37Q: 3 clusters Score -463826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -463830.781250 Penalty: 3963.829834
	Iteration 38Q: 3 clusters Score -463830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -463833.937500 Penalty: 3963.829834
	Iteration 39Q: 3 clusters Score -463833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -463837.281250 Penalty: 3963.829834
	Iteration 40F: 3 clusters Score -463837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -463839.093750 Penalty: 3963.829834
	Iteration 41Q: 3 clusters Score -463839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -463841.000000 Penalty: 3963.829834
	Iteration 42Q: 3 clusters Score -463841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -463840.906250 Penalty: 3963.829834
	Iteration 43Q: 3 clusters Score -463840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -463840.906250 Penalty: 3963.829834
	Iteration 44F: 3 clusters Score -463840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -707999.375000 Penalty: 2090.071045
	Iteration 0F: 2 clusters Score -707999.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -703729.750000 Penalty: 4180.142090
	Iteration 0F: 3 clusters Score -703729.8 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -704791.312500 Penalty: 4180.142090
	Iteration 1F: 3 clusters Score -704791.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -705096.437500 Penalty: 4180.142090
	Iteration 2F: 3 clusters Score -705096.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -705286.812500 Penalty: 4180.142090
	Iteration 3F: 3 clusters Score -705286.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -705441.875000 Penalty: 4180.142090
	Iteration 4Q: 3 clusters Score -705441.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -705622.500000 Penalty: 4180.142090
	Iteration 5Q: 3 clusters Score -705622.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -705823.375000 Penalty: 4180.142090
	Iteration 6Q: 3 clusters Score -705823.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -706082.625000 Penalty: 4180.142090
	Iteration 7Q: 3 clusters Score -706082.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -706414.687500 Penalty: 4180.142090
	Iteration 8F: 3 clusters Score -706414.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -707109.187500 Penalty: 4180.142090
	Iteration 9F: 3 clusters Score -707109.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -707956.250000 Penalty: 4180.142090
	Iteration 10F: 3 clusters Score -707956.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -708392.875000 Penalty: 4180.142090
	Iteration 11F: 3 clusters Score -708392.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -708578.000000 Penalty: 4180.142090
	Iteration 12Q: 3 clusters Score -708578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -708667.625000 Penalty: 4180.142090
	Iteration 13Q: 3 clusters Score -708667.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -708738.687500 Penalty: 4180.142090
	Iteration 14Q: 3 clusters Score -708738.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -708807.625000 Penalty: 4180.142090
	Iteration 15Q: 3 clusters Score -708807.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -708843.937500 Penalty: 4180.142090
	Iteration 16Q: 3 clusters Score -708843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -708877.500000 Penalty: 4180.142090
	Iteration 17Q: 3 clusters Score -708877.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -708896.937500 Penalty: 4180.142090
	Iteration 18Q: 3 clusters Score -708896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -708914.250000 Penalty: 4180.142090
	Iteration 19Q: 3 clusters Score -708914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -708928.000000 Penalty: 4180.142090
	Iteration 20F: 3 clusters Score -708928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -708931.125000 Penalty: 4180.142090
	Iteration 21Q: 3 clusters Score -708931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -708932.750000 Penalty: 4180.142090
	Iteration 22Q: 3 clusters Score -708932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -708933.812500 Penalty: 4180.142090
	Iteration 23Q: 3 clusters Score -708933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -708934.312500 Penalty: 4180.142090
	Iteration 24Q: 3 clusters Score -708934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -708934.312500 Penalty: 4180.142090
	Iteration 25F: 3 clusters Score -708934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 2987 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18621 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5825 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 1585 members 
Entering Unmasked Estep 
Score: -151882944.000000 Penalty: 226118.828125
Splitting cluster 14 changes total score from -151883264.000000 to -151882944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -717732.000000 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -717732 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 2370 members 
Entering Unmasked Estep 
Score: -713297.625000 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -713297.6 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -714460.500000 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -714460.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -714859.625000 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -714859.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -715236.250000 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -715236.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -715557.875000 Penalty: 4206.856934
	Iteration 4F: 3 clusters Score -715557.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -715834.687500 Penalty: 4206.856934
	Iteration 5F: 3 clusters Score -715834.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -716062.875000 Penalty: 4206.856934
	Iteration 6Q: 3 clusters Score -716062.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -716269.562500 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -716269.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -716427.062500 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -716427.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -716541.687500 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -716541.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -716641.437500 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -716641.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -716722.687500 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -716722.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -716778.312500 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -716778.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -716836.125000 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -716836.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -716875.875000 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -716875.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -716909.062500 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -716909.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -716932.312500 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -716932.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -716951.375000 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -716951.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -716961.437500 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -716961.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -716974.500000 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -716974.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -716984.187500 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -716984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -716990.125000 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -716990.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -716993.562500 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -716993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -716993.812500 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -716993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -716995.312500 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -716995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -716996.500000 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -716996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -716995.187500 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -716995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -716995.875000 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -716995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -716996.500000 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -716996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -716997.062500 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -716997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -716996.250000 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -716996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -716997.625000 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -716997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -716997.625000 Penalty: 4206.856934
	Iteration 32F: 3 clusters Score -716997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -72659.289062 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -72659.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71176.312500 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -71176.31 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71445.203125 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -71445.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71540.281250 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -71540.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71638.085938 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -71638.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71682.906250 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -71682.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71705.226562 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -71705.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71711.984375 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -71711.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71716.265625 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -71716.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71716.265625 Penalty: 3098.068848
	Iteration 8F: 3 clusters Score -71716.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Entering Unmasked Estep 
Score: -1958428.125000 Penalty: 2361.693848
	Iteration 0F: 2 clusters Score -1958428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1948469.000000 Penalty: 4723.387695
	Iteration 0F: 3 clusters Score -1948469 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1952097.000000 Penalty: 4723.387695
	Iteration 1F: 3 clusters Score -1952097 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1953069.375000 Penalty: 4723.387695
	Iteration 2F: 3 clusters Score -1953069 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1954180.750000 Penalty: 4723.387695
	Iteration 3F: 3 clusters Score -1954181 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1955145.125000 Penalty: 4723.387695
	Iteration 4F: 3 clusters Score -1955145 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1955789.500000 Penalty: 4723.387695
	Iteration 5F: 3 clusters Score -1955790 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1956166.000000 Penalty: 4723.387695
	Iteration 6F: 3 clusters Score -1956166 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1956456.375000 Penalty: 4723.387695
	Iteration 7Q: 3 clusters Score -1956456 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1956700.875000 Penalty: 4723.387695
	Iteration 8Q: 3 clusters Score -1956701 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1956906.125000 Penalty: 4723.387695
	Iteration 9Q: 3 clusters Score -1956906 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1957056.250000 Penalty: 4723.387695
	Iteration 10Q: 3 clusters Score -1957056 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1957168.125000 Penalty: 4723.387695
	Iteration 11Q: 3 clusters Score -1957168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1957264.375000 Penalty: 4723.387695
	Iteration 12Q: 3 clusters Score -1957264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1957351.375000 Penalty: 4723.387695
	Iteration 13Q: 3 clusters Score -1957351 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1957419.500000 Penalty: 4723.387695
	Iteration 14Q: 3 clusters Score -1957420 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1957500.000000 Penalty: 4723.387695
	Iteration 15Q: 3 clusters Score -1957500 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1957588.000000 Penalty: 4723.387695
	Iteration 16Q: 3 clusters Score -1957588 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1957657.000000 Penalty: 4723.387695
	Iteration 17Q: 3 clusters Score -1957657 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1957698.000000 Penalty: 4723.387695
	Iteration 18Q: 3 clusters Score -1957698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1957743.875000 Penalty: 4723.387695
	Iteration 19Q: 3 clusters Score -1957744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1957771.875000 Penalty: 4723.387695
	Iteration 20F: 3 clusters Score -1957772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1957795.125000 Penalty: 4723.387695
	Iteration 21Q: 3 clusters Score -1957795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1957819.125000 Penalty: 4723.387695
	Iteration 22Q: 3 clusters Score -1957819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1957833.375000 Penalty: 4723.387695
	Iteration 23Q: 3 clusters Score -1957833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1957844.750000 Penalty: 4723.387695
	Iteration 24Q: 3 clusters Score -1957845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1957862.250000 Penalty: 4723.387695
	Iteration 25Q: 3 clusters Score -1957862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1957856.375000 Penalty: 4723.387695
	Iteration 26Q: 3 clusters Score -1957856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1957866.375000 Penalty: 4723.387695
	Iteration 27Q: 3 clusters Score -1957866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1957882.625000 Penalty: 4723.387695
	Iteration 28Q: 3 clusters Score -1957883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1957885.250000 Penalty: 4723.387695
	Iteration 29Q: 3 clusters Score -1957885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1957894.000000 Penalty: 4723.387695
	Iteration 30Q: 3 clusters Score -1957894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1957887.750000 Penalty: 4723.387695
	Iteration 31Q: 3 clusters Score -1957888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1957887.500000 Penalty: 4723.387695
	Iteration 32Q: 3 clusters Score -1957888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1957887.250000 Penalty: 4723.387695
	Iteration 33Q: 3 clusters Score -1957887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1957891.500000 Penalty: 4723.387695
	Iteration 34Q: 3 clusters Score -1957892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1957894.625000 Penalty: 4723.387695
	Iteration 35Q: 3 clusters Score -1957895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1957897.875000 Penalty: 4723.387695
	Iteration 36Q: 3 clusters Score -1957898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1957900.000000 Penalty: 4723.387695
	Iteration 37Q: 3 clusters Score -1957900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1957899.250000 Penalty: 4723.387695
	Iteration 38Q: 3 clusters Score -1957899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1957897.750000 Penalty: 4723.387695
	Iteration 39Q: 3 clusters Score -1957898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1957904.125000 Penalty: 4723.387695
	Iteration 40F: 3 clusters Score -1957904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1957904.125000 Penalty: 4723.387695
	Iteration 41Q: 3 clusters Score -1957904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1957902.000000 Penalty: 4723.387695
	Iteration 42Q: 3 clusters Score -1957902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1957903.125000 Penalty: 4723.387695
	Iteration 43Q: 3 clusters Score -1957903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1957909.750000 Penalty: 4723.387695
	Iteration 44Q: 3 clusters Score -1957910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1957908.500000 Penalty: 4723.387695
	Iteration 45Q: 3 clusters Score -1957908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1957908.125000 Penalty: 4723.387695
	Iteration 46Q: 3 clusters Score -1957908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1957909.875000 Penalty: 4723.387695
	Iteration 47Q: 3 clusters Score -1957910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1957909.875000 Penalty: 4723.387695
	Iteration 48F: 3 clusters Score -1957910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -747621.937500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -747621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -743174.750000 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -743174.8 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -744319.437500 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -744319.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -744671.687500 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -744671.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -744947.937500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -744947.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -745200.312500 Penalty: 4216.830078
	Iteration 4F: 3 clusters Score -745200.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -745393.812500 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -745393.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -745538.125000 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -745538.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -745639.687500 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -745639.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -745703.875000 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -745703.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -745747.375000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -745747.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -745782.625000 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -745782.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -745807.312500 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -745807.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -745835.062500 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -745835.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -745854.250000 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -745854.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -745874.625000 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -745874.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -745892.937500 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -745892.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -745907.000000 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -745907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -745915.187500 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -745915.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -745919.375000 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -745919.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -745924.312500 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -745924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -745926.375000 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -745926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -745930.812500 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -745930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -745930.687500 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -745930.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -745934.062500 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -745934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -745935.500000 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -745935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -745936.687500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -745936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -745936.812500 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -745936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -745937.375000 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -745937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -745938.437500 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -745938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -745939.125000 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -745939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -745938.812500 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -745938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -745937.937500 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -745937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -745939.812500 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -745939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -745939.812500 Penalty: 4216.830078
	Iteration 33F: 3 clusters Score -745939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Entering Unmasked Estep 
Score: -12459427.000000 Penalty: 2795.613525
	Iteration 0F: 2 clusters Score -1.245943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -12407512.000000 Penalty: 5591.227051
	Iteration 0F: 3 clusters Score -1.240751e+07 nChanged 36838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -12428386.000000 Penalty: 5591.227051
	Iteration 1F: 3 clusters Score -1.242839e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -12429314.000000 Penalty: 5591.227051
	Iteration 2Q: 3 clusters Score -1.242931e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -12430758.000000 Penalty: 5591.227051
	Iteration 3Q: 3 clusters Score -1.243076e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -12432531.000000 Penalty: 5591.227051
	Iteration 4Q: 3 clusters Score -1.243253e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -12434918.000000 Penalty: 5591.227051
	Iteration 5F: 3 clusters Score -1.243492e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -12437631.000000 Penalty: 5591.227051
	Iteration 6F: 3 clusters Score -1.243763e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -12440210.000000 Penalty: 5591.227051
	Iteration 7F: 3 clusters Score -1.244021e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -12442510.000000 Penalty: 5591.227051
	Iteration 8F: 3 clusters Score -1.244251e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -12444386.000000 Penalty: 5591.227051
	Iteration 9Q: 3 clusters Score -1.244439e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -12446094.000000 Penalty: 5591.227051
	Iteration 10Q: 3 clusters Score -1.244609e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -12447575.000000 Penalty: 5591.227051
	Iteration 11Q: 3 clusters Score -1.244758e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -12449104.000000 Penalty: 5591.227051
	Iteration 12Q: 3 clusters Score -1.24491e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -12450271.000000 Penalty: 5591.227051
	Iteration 13Q: 3 clusters Score -1.245027e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -12451237.000000 Penalty: 5591.227051
	Iteration 14Q: 3 clusters Score -1.245124e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -12452227.000000 Penalty: 5591.227051
	Iteration 15Q: 3 clusters Score -1.245223e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -12453032.000000 Penalty: 5591.227051
	Iteration 16Q: 3 clusters Score -1.245303e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -12453736.000000 Penalty: 5591.227051
	Iteration 17Q: 3 clusters Score -1.245374e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -12454308.000000 Penalty: 5591.227051
	Iteration 18Q: 3 clusters Score -1.245431e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -12454795.000000 Penalty: 5591.227051
	Iteration 19Q: 3 clusters Score -1.24548e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -12455168.000000 Penalty: 5591.227051
	Iteration 20F: 3 clusters Score -1.245517e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -12455477.000000 Penalty: 5591.227051
	Iteration 21Q: 3 clusters Score -1.245548e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -12455758.000000 Penalty: 5591.227051
	Iteration 22Q: 3 clusters Score -1.245576e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -12455907.000000 Penalty: 5591.227051
	Iteration 23Q: 3 clusters Score -1.245591e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -12456047.000000 Penalty: 5591.227051
	Iteration 24Q: 3 clusters Score -1.245605e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -12456144.000000 Penalty: 5591.227051
	Iteration 25Q: 3 clusters Score -1.245614e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -12456251.000000 Penalty: 5591.227051
	Iteration 26Q: 3 clusters Score -1.245625e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -12456363.000000 Penalty: 5591.227051
	Iteration 27Q: 3 clusters Score -1.245636e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -12456410.000000 Penalty: 5591.227051
	Iteration 28Q: 3 clusters Score -1.245641e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -12456524.000000 Penalty: 5591.227051
	Iteration 29Q: 3 clusters Score -1.245652e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -12456540.000000 Penalty: 5591.227051
	Iteration 30Q: 3 clusters Score -1.245654e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -12456568.000000 Penalty: 5591.227051
	Iteration 31Q: 3 clusters Score -1.245657e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -12456634.000000 Penalty: 5591.227051
	Iteration 32Q: 3 clusters Score -1.245663e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -12456699.000000 Penalty: 5591.227051
	Iteration 33Q: 3 clusters Score -1.24567e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -12456774.000000 Penalty: 5591.227051
	Iteration 34Q: 3 clusters Score -1.245677e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -12456813.000000 Penalty: 5591.227051
	Iteration 35Q: 3 clusters Score -1.245681e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -12456830.000000 Penalty: 5591.227051
	Iteration 36Q: 3 clusters Score -1.245683e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -12456839.000000 Penalty: 5591.227051
	Iteration 37Q: 3 clusters Score -1.245684e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -12456889.000000 Penalty: 5591.227051
	Iteration 38Q: 3 clusters Score -1.245689e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -12456869.000000 Penalty: 5591.227051
	Iteration 39Q: 3 clusters Score -1.245687e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -12456909.000000 Penalty: 5591.227051
	Iteration 40F: 3 clusters Score -1.245691e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -12456899.000000 Penalty: 5591.227051
	Iteration 41Q: 3 clusters Score -1.24569e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -12456921.000000 Penalty: 5591.227051
	Iteration 42Q: 3 clusters Score -1.245692e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -12456942.000000 Penalty: 5591.227051
	Iteration 43Q: 3 clusters Score -1.245694e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -12456955.000000 Penalty: 5591.227051
	Iteration 44Q: 3 clusters Score -1.245696e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -12456973.000000 Penalty: 5591.227051
	Iteration 45Q: 3 clusters Score -1.245697e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -12456971.000000 Penalty: 5591.227051
	Iteration 46Q: 3 clusters Score -1.245697e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -12456977.000000 Penalty: 5591.227051
	Iteration 47Q: 3 clusters Score -1.245698e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -12456968.000000 Penalty: 5591.227051
	Iteration 48Q: 3 clusters Score -1.245697e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -12456969.000000 Penalty: 5591.227051
	Iteration 49Q: 3 clusters Score -1.245697e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -12456973.000000 Penalty: 5591.227051
	Iteration 50Q: 3 clusters Score -1.245697e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -12456974.000000 Penalty: 5591.227051
	Iteration 51Q: 3 clusters Score -1.245697e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -12456974.000000 Penalty: 5591.227051
	Iteration 52Q: 3 clusters Score -1.245697e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -12456976.000000 Penalty: 5591.227051
	Iteration 53Q: 3 clusters Score -1.245698e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -12456994.000000 Penalty: 5591.227051
	Iteration 54Q: 3 clusters Score -1.245699e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -12456990.000000 Penalty: 5591.227051
	Iteration 55Q: 3 clusters Score -1.245699e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -12457005.000000 Penalty: 5591.227051
	Iteration 56Q: 3 clusters Score -1.2457e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -12457015.000000 Penalty: 5591.227051
	Iteration 57Q: 3 clusters Score -1.245702e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -12457016.000000 Penalty: 5591.227051
	Iteration 58Q: 3 clusters Score -1.245702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -12457020.000000 Penalty: 5591.227051
	Iteration 59Q: 3 clusters Score -1.245702e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -12457025.000000 Penalty: 5591.227051
	Iteration 60F: 3 clusters Score -1.245702e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -12456990.000000 Penalty: 5591.227051
	Iteration 61Q: 3 clusters Score -1.245699e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67396 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -12456980.000000 Penalty: 5591.227051
	Iteration 62Q: 3 clusters Score -1.245698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -12456990.000000 Penalty: 5591.227051
	Iteration 63Q: 3 clusters Score -1.245699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -12456968.000000 Penalty: 5591.227051
	Iteration 64Q: 3 clusters Score -1.245697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -12456974.000000 Penalty: 5591.227051
	Iteration 65Q: 3 clusters Score -1.245697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -12456983.000000 Penalty: 5591.227051
	Iteration 66Q: 3 clusters Score -1.245698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -12456991.000000 Penalty: 5591.227051
	Iteration 67Q: 3 clusters Score -1.245699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -12457010.000000 Penalty: 5591.227051
	Iteration 68Q: 3 clusters Score -1.245701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -12457013.000000 Penalty: 5591.227051
	Iteration 69Q: 3 clusters Score -1.245701e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -12457005.000000 Penalty: 5591.227051
	Iteration 70Q: 3 clusters Score -1.2457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -12457021.000000 Penalty: 5591.227051
	Iteration 71Q: 3 clusters Score -1.245702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -12457033.000000 Penalty: 5591.227051
	Iteration 72Q: 3 clusters Score -1.245703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -12457022.000000 Penalty: 5591.227051
	Iteration 73Q: 3 clusters Score -1.245702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -12457028.000000 Penalty: 5591.227051
	Iteration 74Q: 3 clusters Score -1.245703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -12457036.000000 Penalty: 5591.227051
	Iteration 75Q: 3 clusters Score -1.245704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -12457048.000000 Penalty: 5591.227051
	Iteration 76Q: 3 clusters Score -1.245705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -12457039.000000 Penalty: 5591.227051
	Iteration 77Q: 3 clusters Score -1.245704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -12457037.000000 Penalty: 5591.227051
	Iteration 78Q: 3 clusters Score -1.245704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -12457049.000000 Penalty: 5591.227051
	Iteration 79Q: 3 clusters Score -1.245705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -12457069.000000 Penalty: 5591.227051
	Iteration 80F: 3 clusters Score -1.245707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -12457061.000000 Penalty: 5591.227051
	Iteration 81Q: 3 clusters Score -1.245706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -12457045.000000 Penalty: 5591.227051
	Iteration 82Q: 3 clusters Score -1.245704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -12457046.000000 Penalty: 5591.227051
	Iteration 83Q: 3 clusters Score -1.245705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -12457042.000000 Penalty: 5591.227051
	Iteration 84Q: 3 clusters Score -1.245704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -12457046.000000 Penalty: 5591.227051
	Iteration 85Q: 3 clusters Score -1.245705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -12457049.000000 Penalty: 5591.227051
	Iteration 86Q: 3 clusters Score -1.245705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -12457040.000000 Penalty: 5591.227051
	Iteration 87Q: 3 clusters Score -1.245704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -12457051.000000 Penalty: 5591.227051
	Iteration 88Q: 3 clusters Score -1.245705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -12457053.000000 Penalty: 5591.227051
	Iteration 89Q: 3 clusters Score -1.245705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -12457045.000000 Penalty: 5591.227051
	Iteration 90Q: 3 clusters Score -1.245704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -12457049.000000 Penalty: 5591.227051
	Iteration 91Q: 3 clusters Score -1.245705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -12457049.000000 Penalty: 5591.227051
	Iteration 92Q: 3 clusters Score -1.245705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -12457050.000000 Penalty: 5591.227051
	Iteration 93Q: 3 clusters Score -1.245705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -12457046.000000 Penalty: 5591.227051
	Iteration 94Q: 3 clusters Score -1.245705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68056 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -12457056.000000 Penalty: 5591.227051
	Iteration 95Q: 3 clusters Score -1.245706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -12457058.000000 Penalty: 5591.227051
	Iteration 96Q: 3 clusters Score -1.245706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -12457069.000000 Penalty: 5591.227051
	Iteration 97Q: 3 clusters Score -1.245707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -12457064.000000 Penalty: 5591.227051
	Iteration 98Q: 3 clusters Score -1.245706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -12457058.000000 Penalty: 5591.227051
	Iteration 99Q: 3 clusters Score -1.245706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -12457059.000000 Penalty: 5591.227051
	Iteration 100F: 3 clusters Score -1.245706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -12457072.000000 Penalty: 5591.227051
	Iteration 101Q: 3 clusters Score -1.245707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -12457070.000000 Penalty: 5591.227051
	Iteration 102Q: 3 clusters Score -1.245707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -12457061.000000 Penalty: 5591.227051
	Iteration 103Q: 3 clusters Score -1.245706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -12457060.000000 Penalty: 5591.227051
	Iteration 104Q: 3 clusters Score -1.245706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -12457055.000000 Penalty: 5591.227051
	Iteration 105Q: 3 clusters Score -1.245706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -12457063.000000 Penalty: 5591.227051
	Iteration 106Q: 3 clusters Score -1.245706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -12457056.000000 Penalty: 5591.227051
	Iteration 107Q: 3 clusters Score -1.245706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -12457069.000000 Penalty: 5591.227051
	Iteration 108Q: 3 clusters Score -1.245707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -12457070.000000 Penalty: 5591.227051
	Iteration 109Q: 3 clusters Score -1.245707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -12457074.000000 Penalty: 5591.227051
	Iteration 110Q: 3 clusters Score -1.245707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -12457066.000000 Penalty: 5591.227051
	Iteration 111Q: 3 clusters Score -1.245707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -12457064.000000 Penalty: 5591.227051
	Iteration 112Q: 3 clusters Score -1.245706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -12457060.000000 Penalty: 5591.227051
	Iteration 113Q: 3 clusters Score -1.245706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -12457056.000000 Penalty: 5591.227051
	Iteration 114Q: 3 clusters Score -1.245706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -12457044.000000 Penalty: 5591.227051
	Iteration 115Q: 3 clusters Score -1.245704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -12457055.000000 Penalty: 5591.227051
	Iteration 116Q: 3 clusters Score -1.245706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -12457055.000000 Penalty: 5591.227051
	Iteration 117F: 3 clusters Score -1.245706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Entering Unmasked Estep 
Score: -2161916.750000 Penalty: 2358.975830
	Iteration 0F: 2 clusters Score -2161917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2151958.500000 Penalty: 4717.951660
	Iteration 0F: 3 clusters Score -2151958 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2155305.000000 Penalty: 4717.951660
	Iteration 1F: 3 clusters Score -2155305 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2156006.500000 Penalty: 4717.951660
	Iteration 2F: 3 clusters Score -2156006 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2156825.000000 Penalty: 4717.951660
	Iteration 3F: 3 clusters Score -2156825 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2157556.500000 Penalty: 4717.951660
	Iteration 4F: 3 clusters Score -2157556 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2158081.250000 Penalty: 4717.951660
	Iteration 5F: 3 clusters Score -2158081 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2158500.250000 Penalty: 4717.951660
	Iteration 6F: 3 clusters Score -2158500 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2158854.250000 Penalty: 4717.951660
	Iteration 7Q: 3 clusters Score -2158854 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2159175.000000 Penalty: 4717.951660
	Iteration 8Q: 3 clusters Score -2159175 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2159419.000000 Penalty: 4717.951660
	Iteration 9Q: 3 clusters Score -2159419 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2159607.750000 Penalty: 4717.951660
	Iteration 10Q: 3 clusters Score -2159608 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2159789.000000 Penalty: 4717.951660
	Iteration 11Q: 3 clusters Score -2159789 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2159940.500000 Penalty: 4717.951660
	Iteration 12Q: 3 clusters Score -2159940 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2160061.750000 Penalty: 4717.951660
	Iteration 13Q: 3 clusters Score -2160062 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2160139.750000 Penalty: 4717.951660
	Iteration 14Q: 3 clusters Score -2160140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2160203.750000 Penalty: 4717.951660
	Iteration 15Q: 3 clusters Score -2160204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2160256.500000 Penalty: 4717.951660
	Iteration 16Q: 3 clusters Score -2160256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2160294.500000 Penalty: 4717.951660
	Iteration 17Q: 3 clusters Score -2160294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2160328.250000 Penalty: 4717.951660
	Iteration 18Q: 3 clusters Score -2160328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2160357.500000 Penalty: 4717.951660
	Iteration 19Q: 3 clusters Score -2160358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2160373.250000 Penalty: 4717.951660
	Iteration 20F: 3 clusters Score -2160373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2160379.500000 Penalty: 4717.951660
	Iteration 21Q: 3 clusters Score -2160380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2160402.000000 Penalty: 4717.951660
	Iteration 22Q: 3 clusters Score -2160402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2160407.750000 Penalty: 4717.951660
	Iteration 23Q: 3 clusters Score -2160408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2160420.000000 Penalty: 4717.951660
	Iteration 24Q: 3 clusters Score -2160420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2160430.750000 Penalty: 4717.951660
	Iteration 25Q: 3 clusters Score -2160431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2160444.250000 Penalty: 4717.951660
	Iteration 26Q: 3 clusters Score -2160444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2160447.250000 Penalty: 4717.951660
	Iteration 27Q: 3 clusters Score -2160447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2160454.500000 Penalty: 4717.951660
	Iteration 28Q: 3 clusters Score -2160454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2160463.500000 Penalty: 4717.951660
	Iteration 29Q: 3 clusters Score -2160464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2160465.750000 Penalty: 4717.951660
	Iteration 30Q: 3 clusters Score -2160466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2160466.000000 Penalty: 4717.951660
	Iteration 31Q: 3 clusters Score -2160466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2160470.250000 Penalty: 4717.951660
	Iteration 32Q: 3 clusters Score -2160470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2160470.500000 Penalty: 4717.951660
	Iteration 33Q: 3 clusters Score -2160470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2160472.000000 Penalty: 4717.951660
	Iteration 34Q: 3 clusters Score -2160472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2160473.750000 Penalty: 4717.951660
	Iteration 35Q: 3 clusters Score -2160474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2160471.500000 Penalty: 4717.951660
	Iteration 36Q: 3 clusters Score -2160472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2160476.500000 Penalty: 4717.951660
	Iteration 37Q: 3 clusters Score -2160476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2160478.000000 Penalty: 4717.951660
	Iteration 38Q: 3 clusters Score -2160478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2160478.500000 Penalty: 4717.951660
	Iteration 39Q: 3 clusters Score -2160478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2160476.500000 Penalty: 4717.951660
	Iteration 40F: 3 clusters Score -2160476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2160482.750000 Penalty: 4717.951660
	Iteration 41Q: 3 clusters Score -2160483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2160477.750000 Penalty: 4717.951660
	Iteration 42Q: 3 clusters Score -2160478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2160479.000000 Penalty: 4717.951660
	Iteration 43Q: 3 clusters Score -2160479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2160478.500000 Penalty: 4717.951660
	Iteration 44Q: 3 clusters Score -2160478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2160481.000000 Penalty: 4717.951660
	Iteration 45Q: 3 clusters Score -2160481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2160478.500000 Penalty: 4717.951660
	Iteration 46Q: 3 clusters Score -2160478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2160481.000000 Penalty: 4717.951660
	Iteration 47Q: 3 clusters Score -2160481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2160485.500000 Penalty: 4717.951660
	Iteration 48Q: 3 clusters Score -2160486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2160484.000000 Penalty: 4717.951660
	Iteration 49Q: 3 clusters Score -2160484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2160480.250000 Penalty: 4717.951660
	Iteration 50Q: 3 clusters Score -2160480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2160481.000000 Penalty: 4717.951660
	Iteration 51Q: 3 clusters Score -2160481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2160483.500000 Penalty: 4717.951660
	Iteration 52Q: 3 clusters Score -2160484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2160483.500000 Penalty: 4717.951660
	Iteration 53F: 3 clusters Score -2160484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -82590.609375 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -82590.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80987.695312 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -80987.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81220.851562 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -81220.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81311.000000 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -81311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81365.906250 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -81365.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81430.867188 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -81430.87 nChanged 24
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: -81510.914062 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -81510.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81581.406250 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -81581.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81669.804688 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -81669.8 nChanged 14
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: -81713.750000 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -81713.75 nChanged 13
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: -81757.882812 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -81757.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81795.937500 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -81795.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81815.593750 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -81815.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81841.968750 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -81841.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81862.546875 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -81862.55 nChanged 9
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: -81895.687500 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -81895.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81943.726562 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -81943.73 nChanged 5
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: -81965.656250 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -81965.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82023.437500 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -82023.44 nChanged 8
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: -82057.554688 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -82057.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82084.781250 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -82084.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82129.757812 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -82129.76 nChanged 13
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: -82253.710938 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -82253.71 nChanged 10
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: -82479.421875 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -82479.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82583.375000 Penalty: 3151.767578
	Iteration 23Q: 3 clusters Score -82583.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -82651.375000 Penalty: 3151.767578
	Iteration 24Q: 3 clusters Score -82651.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82656.640625 Penalty: 3151.767578
	Iteration 25Q: 3 clusters Score -82656.64 nChanged 2
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: -82663.085938 Penalty: 3151.767578
	Iteration 26Q: 3 clusters Score -82663.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82667.843750 Penalty: 3151.767578
	Iteration 27Q: 3 clusters Score -82667.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82678.250000 Penalty: 3151.767578
	Iteration 28Q: 3 clusters Score -82678.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82678.250000 Penalty: 3151.767578
	Iteration 29F: 3 clusters Score -82678.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 199 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18621 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5825 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 376 members 
Entering Unmasked Estep 
Score: -151881360.000000 Penalty: 226118.828125
Splitting cluster 21 changes total score from -151883264.000000 to -151881360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Entering Unmasked Estep 
Score: -1283355.375000 Penalty: 2245.604004
	Iteration 0F: 2 clusters Score -1283355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1276682.000000 Penalty: 4491.208008
	Iteration 0F: 3 clusters Score -1276682 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1278588.875000 Penalty: 4491.208008
	Iteration 1F: 3 clusters Score -1278589 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1278940.750000 Penalty: 4491.208008
	Iteration 2F: 3 clusters Score -1278941 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1279228.625000 Penalty: 4491.208008
	Iteration 3F: 3 clusters Score -1279229 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1279473.375000 Penalty: 4491.208008
	Iteration 4F: 3 clusters Score -1279473 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1279665.375000 Penalty: 4491.208008
	Iteration 5Q: 3 clusters Score -1279665 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1279862.750000 Penalty: 4491.208008
	Iteration 6Q: 3 clusters Score -1279863 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1280067.750000 Penalty: 4491.208008
	Iteration 7Q: 3 clusters Score -1280068 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1280261.750000 Penalty: 4491.208008
	Iteration 8Q: 3 clusters Score -1280262 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1280429.125000 Penalty: 4491.208008
	Iteration 9Q: 3 clusters Score -1280429 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1280582.875000 Penalty: 4491.208008
	Iteration 10Q: 3 clusters Score -1280583 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1280701.250000 Penalty: 4491.208008
	Iteration 11Q: 3 clusters Score -1280701 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1280808.375000 Penalty: 4491.208008
	Iteration 12Q: 3 clusters Score -1280808 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1280892.125000 Penalty: 4491.208008
	Iteration 13Q: 3 clusters Score -1280892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1280949.500000 Penalty: 4491.208008
	Iteration 14Q: 3 clusters Score -1280950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1281003.500000 Penalty: 4491.208008
	Iteration 15Q: 3 clusters Score -1281004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1281042.875000 Penalty: 4491.208008
	Iteration 16Q: 3 clusters Score -1281043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1281084.375000 Penalty: 4491.208008
	Iteration 17Q: 3 clusters Score -1281084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1281112.375000 Penalty: 4491.208008
	Iteration 18Q: 3 clusters Score -1281112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1281141.625000 Penalty: 4491.208008
	Iteration 19Q: 3 clusters Score -1281142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1281163.000000 Penalty: 4491.208008
	Iteration 20F: 3 clusters Score -1281163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1281183.250000 Penalty: 4491.208008
	Iteration 21Q: 3 clusters Score -1281183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1281204.625000 Penalty: 4491.208008
	Iteration 22Q: 3 clusters Score -1281205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1281220.250000 Penalty: 4491.208008
	Iteration 23Q: 3 clusters Score -1281220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1281243.250000 Penalty: 4491.208008
	Iteration 24Q: 3 clusters Score -1281243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1281260.250000 Penalty: 4491.208008
	Iteration 25Q: 3 clusters Score -1281260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1281274.375000 Penalty: 4491.208008
	Iteration 26Q: 3 clusters Score -1281274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1281293.250000 Penalty: 4491.208008
	Iteration 27Q: 3 clusters Score -1281293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1281300.000000 Penalty: 4491.208008
	Iteration 28Q: 3 clusters Score -1281300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1281309.250000 Penalty: 4491.208008
	Iteration 29Q: 3 clusters Score -1281309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1281317.875000 Penalty: 4491.208008
	Iteration 30Q: 3 clusters Score -1281318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1281327.250000 Penalty: 4491.208008
	Iteration 31Q: 3 clusters Score -1281327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1281336.250000 Penalty: 4491.208008
	Iteration 32Q: 3 clusters Score -1281336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1281339.125000 Penalty: 4491.208008
	Iteration 33Q: 3 clusters Score -1281339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1281347.625000 Penalty: 4491.208008
	Iteration 34Q: 3 clusters Score -1281348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1281356.500000 Penalty: 4491.208008
	Iteration 35Q: 3 clusters Score -1281356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1281362.375000 Penalty: 4491.208008
	Iteration 36Q: 3 clusters Score -1281362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1281366.750000 Penalty: 4491.208008
	Iteration 37Q: 3 clusters Score -1281367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1281369.125000 Penalty: 4491.208008
	Iteration 38Q: 3 clusters Score -1281369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1281374.625000 Penalty: 4491.208008
	Iteration 39Q: 3 clusters Score -1281375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1281389.250000 Penalty: 4491.208008
	Iteration 40F: 3 clusters Score -1281389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1281408.500000 Penalty: 4491.208008
	Iteration 41Q: 3 clusters Score -1281408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1281421.500000 Penalty: 4491.208008
	Iteration 42Q: 3 clusters Score -1281422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1281435.500000 Penalty: 4491.208008
	Iteration 43Q: 3 clusters Score -1281436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1281454.000000 Penalty: 4491.208008
	Iteration 44Q: 3 clusters Score -1281454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1281472.000000 Penalty: 4491.208008
	Iteration 45Q: 3 clusters Score -1281472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1281483.625000 Penalty: 4491.208008
	Iteration 46Q: 3 clusters Score -1281484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1281490.500000 Penalty: 4491.208008
	Iteration 47Q: 3 clusters Score -1281490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1281495.000000 Penalty: 4491.208008
	Iteration 48Q: 3 clusters Score -1281495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1281501.500000 Penalty: 4491.208008
	Iteration 49Q: 3 clusters Score -1281502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1281503.875000 Penalty: 4491.208008
	Iteration 50Q: 3 clusters Score -1281504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1281512.375000 Penalty: 4491.208008
	Iteration 51Q: 3 clusters Score -1281512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1281521.000000 Penalty: 4491.208008
	Iteration 52Q: 3 clusters Score -1281521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1281528.625000 Penalty: 4491.208008
	Iteration 53Q: 3 clusters Score -1281529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1281532.750000 Penalty: 4491.208008
	Iteration 54Q: 3 clusters Score -1281533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1281536.875000 Penalty: 4491.208008
	Iteration 55Q: 3 clusters Score -1281537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1281538.000000 Penalty: 4491.208008
	Iteration 56Q: 3 clusters Score -1281538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1281538.750000 Penalty: 4491.208008
	Iteration 57Q: 3 clusters Score -1281539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1281541.125000 Penalty: 4491.208008
	Iteration 58Q: 3 clusters Score -1281541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1281540.500000 Penalty: 4491.208008
	Iteration 59Q: 3 clusters Score -1281540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1281540.500000 Penalty: 4491.208008
	Iteration 60F: 3 clusters Score -1281540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -315997.906250 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -315997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -313350.312500 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -313350.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -313875.500000 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -313875.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -314040.937500 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -314040.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -314152.812500 Penalty: 3797.777832
	Iteration 3F: 3 clusters Score -314152.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -314271.718750 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -314271.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -314431.343750 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -314431.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314616.312500 Penalty: 3797.777832
	Iteration 6F: 3 clusters Score -314616.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -314780.906250 Penalty: 3797.777832
	Iteration 7F: 3 clusters Score -314780.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314898.531250 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -314898.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -315011.687500 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -315011.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -315083.281250 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -315083.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -315134.843750 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -315134.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -315180.218750 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -315180.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -315215.968750 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -315216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -315257.531250 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -315257.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -315286.156250 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -315286.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -315312.468750 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -315312.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -315329.531250 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -315329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -315341.031250 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -315341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -315350.031250 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -315350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -315354.687500 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -315354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315356.375000 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -315356.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -315357.906250 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -315357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -315359.281250 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -315359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -315359.875000 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -315359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -315360.250000 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -315360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -315360.250000 Penalty: 3797.777832
	Iteration 26F: 3 clusters Score -315360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (88828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Entering Unmasked Estep 
Score: -14107131.000000 Penalty: 2825.825195
	Iteration 0F: 2 clusters Score -1.410713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -14052624.000000 Penalty: 5651.650391
	Iteration 0F: 3 clusters Score -1.405262e+07 nChanged 41786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -14076251.000000 Penalty: 5651.650391
	Iteration 1F: 3 clusters Score -1.407625e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -14076931.000000 Penalty: 5651.650391
	Iteration 2Q: 3 clusters Score -1.407693e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -14077624.000000 Penalty: 5651.650391
	Iteration 3Q: 3 clusters Score -1.407762e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -14078504.000000 Penalty: 5651.650391
	Iteration 4Q: 3 clusters Score -1.40785e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -14079584.000000 Penalty: 5651.650391
	Iteration 5Q: 3 clusters Score -1.407958e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -14081031.000000 Penalty: 5651.650391
	Iteration 6Q: 3 clusters Score -1.408103e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -14082734.000000 Penalty: 5651.650391
	Iteration 7Q: 3 clusters Score -1.408273e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -14085270.000000 Penalty: 5651.650391
	Iteration 8F: 3 clusters Score -1.408527e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -14088647.000000 Penalty: 5651.650391
	Iteration 9F: 3 clusters Score -1.408865e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -14093089.000000 Penalty: 5651.650391
	Iteration 10F: 3 clusters Score -1.409309e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -14097802.000000 Penalty: 5651.650391
	Iteration 11F: 3 clusters Score -1.40978e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -14101182.000000 Penalty: 5651.650391
	Iteration 12F: 3 clusters Score -1.410118e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -14103040.000000 Penalty: 5651.650391
	Iteration 13Q: 3 clusters Score -1.410304e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14103852.000000 Penalty: 5651.650391
	Iteration 14Q: 3 clusters Score -1.410385e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14104284.000000 Penalty: 5651.650391
	Iteration 15Q: 3 clusters Score -1.410428e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14104420.000000 Penalty: 5651.650391
	Iteration 16Q: 3 clusters Score -1.410442e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14104513.000000 Penalty: 5651.650391
	Iteration 17Q: 3 clusters Score -1.410451e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14104572.000000 Penalty: 5651.650391
	Iteration 18Q: 3 clusters Score -1.410457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14104622.000000 Penalty: 5651.650391
	Iteration 19Q: 3 clusters Score -1.410462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14104666.000000 Penalty: 5651.650391
	Iteration 20F: 3 clusters Score -1.410467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14104680.000000 Penalty: 5651.650391
	Iteration 21Q: 3 clusters Score -1.410468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14104673.000000 Penalty: 5651.650391
	Iteration 22Q: 3 clusters Score -1.410467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14104697.000000 Penalty: 5651.650391
	Iteration 23Q: 3 clusters Score -1.41047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14104720.000000 Penalty: 5651.650391
	Iteration 24Q: 3 clusters Score -1.410472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14104704.000000 Penalty: 5651.650391
	Iteration 25Q: 3 clusters Score -1.41047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14104710.000000 Penalty: 5651.650391
	Iteration 26Q: 3 clusters Score -1.410471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14104716.000000 Penalty: 5651.650391
	Iteration 27Q: 3 clusters Score -1.410472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14104716.000000 Penalty: 5651.650391
	Iteration 28F: 3 clusters Score -1.410472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -1076267.125000 Penalty: 2195.105957
	Iteration 0F: 2 clusters Score -1076267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1070593.125000 Penalty: 4390.211914
	Iteration 0F: 3 clusters Score -1070593 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1072222.375000 Penalty: 4390.211914
	Iteration 1F: 3 clusters Score -1072222 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1072570.625000 Penalty: 4390.211914
	Iteration 2F: 3 clusters Score -1072571 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1072852.000000 Penalty: 4390.211914
	Iteration 3F: 3 clusters Score -1072852 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1073064.000000 Penalty: 4390.211914
	Iteration 4F: 3 clusters Score -1073064 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1073220.500000 Penalty: 4390.211914
	Iteration 5Q: 3 clusters Score -1073220 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1073351.375000 Penalty: 4390.211914
	Iteration 6Q: 3 clusters Score -1073351 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1073490.250000 Penalty: 4390.211914
	Iteration 7Q: 3 clusters Score -1073490 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1073647.500000 Penalty: 4390.211914
	Iteration 8Q: 3 clusters Score -1073648 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1073807.625000 Penalty: 4390.211914
	Iteration 9Q: 3 clusters Score -1073808 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1073938.750000 Penalty: 4390.211914
	Iteration 10Q: 3 clusters Score -1073939 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1074053.125000 Penalty: 4390.211914
	Iteration 11Q: 3 clusters Score -1074053 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1074129.875000 Penalty: 4390.211914
	Iteration 12Q: 3 clusters Score -1074130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1074201.500000 Penalty: 4390.211914
	Iteration 13Q: 3 clusters Score -1074202 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1074259.500000 Penalty: 4390.211914
	Iteration 14Q: 3 clusters Score -1074260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1074316.125000 Penalty: 4390.211914
	Iteration 15Q: 3 clusters Score -1074316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1074377.625000 Penalty: 4390.211914
	Iteration 16Q: 3 clusters Score -1074378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1074458.750000 Penalty: 4390.211914
	Iteration 17Q: 3 clusters Score -1074459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1074542.250000 Penalty: 4390.211914
	Iteration 18Q: 3 clusters Score -1074542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1074612.000000 Penalty: 4390.211914
	Iteration 19Q: 3 clusters Score -1074612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1074692.375000 Penalty: 4390.211914
	Iteration 20F: 3 clusters Score -1074692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1074751.625000 Penalty: 4390.211914
	Iteration 21Q: 3 clusters Score -1074752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1074780.500000 Penalty: 4390.211914
	Iteration 22Q: 3 clusters Score -1074780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1074805.250000 Penalty: 4390.211914
	Iteration 23Q: 3 clusters Score -1074805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1074826.625000 Penalty: 4390.211914
	Iteration 24Q: 3 clusters Score -1074827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1074842.000000 Penalty: 4390.211914
	Iteration 25Q: 3 clusters Score -1074842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1074853.875000 Penalty: 4390.211914
	Iteration 26Q: 3 clusters Score -1074854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1074861.500000 Penalty: 4390.211914
	Iteration 27Q: 3 clusters Score -1074862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1074869.000000 Penalty: 4390.211914
	Iteration 28Q: 3 clusters Score -1074869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1074876.125000 Penalty: 4390.211914
	Iteration 29Q: 3 clusters Score -1074876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1074883.875000 Penalty: 4390.211914
	Iteration 30Q: 3 clusters Score -1074884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1074890.875000 Penalty: 4390.211914
	Iteration 31Q: 3 clusters Score -1074891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1074897.750000 Penalty: 4390.211914
	Iteration 32Q: 3 clusters Score -1074898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1074906.125000 Penalty: 4390.211914
	Iteration 33Q: 3 clusters Score -1074906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1074917.875000 Penalty: 4390.211914
	Iteration 34Q: 3 clusters Score -1074918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1074922.500000 Penalty: 4390.211914
	Iteration 35Q: 3 clusters Score -1074922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1074930.750000 Penalty: 4390.211914
	Iteration 36Q: 3 clusters Score -1074931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1074934.750000 Penalty: 4390.211914
	Iteration 37Q: 3 clusters Score -1074935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1074941.625000 Penalty: 4390.211914
	Iteration 38Q: 3 clusters Score -1074942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1074946.875000 Penalty: 4390.211914
	Iteration 39Q: 3 clusters Score -1074947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1074952.625000 Penalty: 4390.211914
	Iteration 40F: 3 clusters Score -1074953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1074961.750000 Penalty: 4390.211914
	Iteration 41Q: 3 clusters Score -1074962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1074964.500000 Penalty: 4390.211914
	Iteration 42Q: 3 clusters Score -1074964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1074968.750000 Penalty: 4390.211914
	Iteration 43Q: 3 clusters Score -1074969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1074976.750000 Penalty: 4390.211914
	Iteration 44Q: 3 clusters Score -1074977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1074985.000000 Penalty: 4390.211914
	Iteration 45Q: 3 clusters Score -1074985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1074994.750000 Penalty: 4390.211914
	Iteration 46Q: 3 clusters Score -1074995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1074997.500000 Penalty: 4390.211914
	Iteration 47Q: 3 clusters Score -1074998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1075001.375000 Penalty: 4390.211914
	Iteration 48Q: 3 clusters Score -1075001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1075006.375000 Penalty: 4390.211914
	Iteration 49Q: 3 clusters Score -1075006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1075012.375000 Penalty: 4390.211914
	Iteration 50Q: 3 clusters Score -1075012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1075015.250000 Penalty: 4390.211914
	Iteration 51Q: 3 clusters Score -1075015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1075015.875000 Penalty: 4390.211914
	Iteration 52Q: 3 clusters Score -1075016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1075019.500000 Penalty: 4390.211914
	Iteration 53Q: 3 clusters Score -1075020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1075018.875000 Penalty: 4390.211914
	Iteration 54Q: 3 clusters Score -1075019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1075019.500000 Penalty: 4390.211914
	Iteration 55Q: 3 clusters Score -1075020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1075020.625000 Penalty: 4390.211914
	Iteration 56Q: 3 clusters Score -1075021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1075019.875000 Penalty: 4390.211914
	Iteration 57Q: 3 clusters Score -1075020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1075019.875000 Penalty: 4390.211914
	Iteration 58F: 3 clusters Score -1075020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Entering Unmasked Estep 
Score: -2080055.875000 Penalty: 2351.566162
	Iteration 0F: 2 clusters Score -2080056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2070388.125000 Penalty: 4703.132324
	Iteration 0F: 3 clusters Score -2070388 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2073341.000000 Penalty: 4703.132324
	Iteration 1F: 3 clusters Score -2073341 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2073697.125000 Penalty: 4703.132324
	Iteration 2F: 3 clusters Score -2073697 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2074018.625000 Penalty: 4703.132324
	Iteration 3Q: 3 clusters Score -2074019 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2074293.750000 Penalty: 4703.132324
	Iteration 4Q: 3 clusters Score -2074294 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2074516.750000 Penalty: 4703.132324
	Iteration 5Q: 3 clusters Score -2074517 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2074738.875000 Penalty: 4703.132324
	Iteration 6Q: 3 clusters Score -2074739 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2074976.375000 Penalty: 4703.132324
	Iteration 7Q: 3 clusters Score -2074976 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2075213.125000 Penalty: 4703.132324
	Iteration 8Q: 3 clusters Score -2075213 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2075422.750000 Penalty: 4703.132324
	Iteration 9Q: 3 clusters Score -2075423 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2075646.250000 Penalty: 4703.132324
	Iteration 10Q: 3 clusters Score -2075646 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2075872.875000 Penalty: 4703.132324
	Iteration 11Q: 3 clusters Score -2075873 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2076104.875000 Penalty: 4703.132324
	Iteration 12Q: 3 clusters Score -2076105 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2076318.625000 Penalty: 4703.132324
	Iteration 13Q: 3 clusters Score -2076319 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2076535.250000 Penalty: 4703.132324
	Iteration 14Q: 3 clusters Score -2076535 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2076765.750000 Penalty: 4703.132324
	Iteration 15Q: 3 clusters Score -2076766 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2076977.125000 Penalty: 4703.132324
	Iteration 16Q: 3 clusters Score -2076977 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2077140.625000 Penalty: 4703.132324
	Iteration 17Q: 3 clusters Score -2077141 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2077247.625000 Penalty: 4703.132324
	Iteration 18Q: 3 clusters Score -2077248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2077310.875000 Penalty: 4703.132324
	Iteration 19Q: 3 clusters Score -2077311 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2077361.750000 Penalty: 4703.132324
	Iteration 20F: 3 clusters Score -2077362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2077398.125000 Penalty: 4703.132324
	Iteration 21Q: 3 clusters Score -2077398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2077418.000000 Penalty: 4703.132324
	Iteration 22Q: 3 clusters Score -2077418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2077435.125000 Penalty: 4703.132324
	Iteration 23Q: 3 clusters Score -2077435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2077448.625000 Penalty: 4703.132324
	Iteration 24Q: 3 clusters Score -2077449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2077456.625000 Penalty: 4703.132324
	Iteration 25Q: 3 clusters Score -2077457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2077464.750000 Penalty: 4703.132324
	Iteration 26Q: 3 clusters Score -2077465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2077467.750000 Penalty: 4703.132324
	Iteration 27Q: 3 clusters Score -2077468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2077487.625000 Penalty: 4703.132324
	Iteration 28Q: 3 clusters Score -2077488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2077490.000000 Penalty: 4703.132324
	Iteration 29Q: 3 clusters Score -2077490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2077501.250000 Penalty: 4703.132324
	Iteration 30Q: 3 clusters Score -2077501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2077508.625000 Penalty: 4703.132324
	Iteration 31Q: 3 clusters Score -2077509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2077522.500000 Penalty: 4703.132324
	Iteration 32Q: 3 clusters Score -2077522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2077536.125000 Penalty: 4703.132324
	Iteration 33Q: 3 clusters Score -2077536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2077546.000000 Penalty: 4703.132324
	Iteration 34Q: 3 clusters Score -2077546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2077565.250000 Penalty: 4703.132324
	Iteration 35Q: 3 clusters Score -2077565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2077580.125000 Penalty: 4703.132324
	Iteration 36Q: 3 clusters Score -2077580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2077612.125000 Penalty: 4703.132324
	Iteration 37Q: 3 clusters Score -2077612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2077642.500000 Penalty: 4703.132324
	Iteration 38Q: 3 clusters Score -2077642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2077662.875000 Penalty: 4703.132324
	Iteration 39Q: 3 clusters Score -2077663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2077685.250000 Penalty: 4703.132324
	Iteration 40F: 3 clusters Score -2077685 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2077706.375000 Penalty: 4703.132324
	Iteration 41Q: 3 clusters Score -2077706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2077735.000000 Penalty: 4703.132324
	Iteration 42Q: 3 clusters Score -2077735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2077757.500000 Penalty: 4703.132324
	Iteration 43Q: 3 clusters Score -2077758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2077782.250000 Penalty: 4703.132324
	Iteration 44Q: 3 clusters Score -2077782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2077798.625000 Penalty: 4703.132324
	Iteration 45Q: 3 clusters Score -2077799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2077820.875000 Penalty: 4703.132324
	Iteration 46Q: 3 clusters Score -2077821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2077842.125000 Penalty: 4703.132324
	Iteration 47Q: 3 clusters Score -2077842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2077857.875000 Penalty: 4703.132324
	Iteration 48Q: 3 clusters Score -2077858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2077871.750000 Penalty: 4703.132324
	Iteration 49Q: 3 clusters Score -2077872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2077888.500000 Penalty: 4703.132324
	Iteration 50Q: 3 clusters Score -2077888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2077902.375000 Penalty: 4703.132324
	Iteration 51Q: 3 clusters Score -2077902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2077916.875000 Penalty: 4703.132324
	Iteration 52Q: 3 clusters Score -2077917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2077937.500000 Penalty: 4703.132324
	Iteration 53Q: 3 clusters Score -2077938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2077953.375000 Penalty: 4703.132324
	Iteration 54Q: 3 clusters Score -2077953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2077973.625000 Penalty: 4703.132324
	Iteration 55Q: 3 clusters Score -2077974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2077994.000000 Penalty: 4703.132324
	Iteration 56Q: 3 clusters Score -2077994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2078003.000000 Penalty: 4703.132324
	Iteration 57Q: 3 clusters Score -2078003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2078019.750000 Penalty: 4703.132324
	Iteration 58Q: 3 clusters Score -2078020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2078035.875000 Penalty: 4703.132324
	Iteration 59Q: 3 clusters Score -2078036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2078056.125000 Penalty: 4703.132324
	Iteration 60F: 3 clusters Score -2078056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2078085.500000 Penalty: 4703.132324
	Iteration 61Q: 3 clusters Score -2078086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2078104.875000 Penalty: 4703.132324
	Iteration 62Q: 3 clusters Score -2078105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2078127.250000 Penalty: 4703.132324
	Iteration 63Q: 3 clusters Score -2078127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2078164.500000 Penalty: 4703.132324
	Iteration 64Q: 3 clusters Score -2078164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2078197.750000 Penalty: 4703.132324
	Iteration 65Q: 3 clusters Score -2078198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2078237.875000 Penalty: 4703.132324
	Iteration 66Q: 3 clusters Score -2078238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2078268.250000 Penalty: 4703.132324
	Iteration 67Q: 3 clusters Score -2078268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2078314.250000 Penalty: 4703.132324
	Iteration 68Q: 3 clusters Score -2078314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2078341.250000 Penalty: 4703.132324
	Iteration 69Q: 3 clusters Score -2078341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2078374.250000 Penalty: 4703.132324
	Iteration 70Q: 3 clusters Score -2078374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2078387.125000 Penalty: 4703.132324
	Iteration 71Q: 3 clusters Score -2078387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2078395.000000 Penalty: 4703.132324
	Iteration 72Q: 3 clusters Score -2078395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2078404.500000 Penalty: 4703.132324
	Iteration 73Q: 3 clusters Score -2078404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2078412.000000 Penalty: 4703.132324
	Iteration 74Q: 3 clusters Score -2078412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2078417.500000 Penalty: 4703.132324
	Iteration 75Q: 3 clusters Score -2078418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2078424.375000 Penalty: 4703.132324
	Iteration 76Q: 3 clusters Score -2078424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2078425.375000 Penalty: 4703.132324
	Iteration 77Q: 3 clusters Score -2078425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2078425.375000 Penalty: 4703.132324
	Iteration 78Q: 3 clusters Score -2078425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2078435.250000 Penalty: 4703.132324
	Iteration 79Q: 3 clusters Score -2078435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2078442.375000 Penalty: 4703.132324
	Iteration 80F: 3 clusters Score -2078442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2078441.875000 Penalty: 4703.132324
	Iteration 81Q: 3 clusters Score -2078442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2078450.375000 Penalty: 4703.132324
	Iteration 82Q: 3 clusters Score -2078450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2078451.750000 Penalty: 4703.132324
	Iteration 83Q: 3 clusters Score -2078452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2078450.250000 Penalty: 4703.132324
	Iteration 84Q: 3 clusters Score -2078450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2078449.250000 Penalty: 4703.132324
	Iteration 85Q: 3 clusters Score -2078449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2078455.500000 Penalty: 4703.132324
	Iteration 86Q: 3 clusters Score -2078456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2078458.000000 Penalty: 4703.132324
	Iteration 87Q: 3 clusters Score -2078458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2078464.250000 Penalty: 4703.132324
	Iteration 88Q: 3 clusters Score -2078464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2078462.750000 Penalty: 4703.132324
	Iteration 89Q: 3 clusters Score -2078463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2078464.625000 Penalty: 4703.132324
	Iteration 90Q: 3 clusters Score -2078465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2078466.625000 Penalty: 4703.132324
	Iteration 91Q: 3 clusters Score -2078467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2078467.250000 Penalty: 4703.132324
	Iteration 92Q: 3 clusters Score -2078467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2078468.125000 Penalty: 4703.132324
	Iteration 93Q: 3 clusters Score -2078468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2078472.125000 Penalty: 4703.132324
	Iteration 94Q: 3 clusters Score -2078472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2078471.375000 Penalty: 4703.132324
	Iteration 95Q: 3 clusters Score -2078471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2078471.375000 Penalty: 4703.132324
	Iteration 96Q: 3 clusters Score -2078471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2078468.375000 Penalty: 4703.132324
	Iteration 97Q: 3 clusters Score -2078468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2078475.500000 Penalty: 4703.132324
	Iteration 98Q: 3 clusters Score -2078476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2078474.375000 Penalty: 4703.132324
	Iteration 99Q: 3 clusters Score -2078474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2078472.125000 Penalty: 4703.132324
	Iteration 100F: 3 clusters Score -2078472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2078473.375000 Penalty: 4703.132324
	Iteration 101Q: 3 clusters Score -2078473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2078474.375000 Penalty: 4703.132324
	Iteration 102Q: 3 clusters Score -2078474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2078476.750000 Penalty: 4703.132324
	Iteration 103Q: 3 clusters Score -2078477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2078476.750000 Penalty: 4703.132324
	Iteration 104F: 3 clusters Score -2078477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -420121.812500 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -420121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -417032.875000 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -417032.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -417672.156250 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -417672.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -417850.562500 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -417850.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -417953.437500 Penalty: 3918.715820
	Iteration 3Q: 3 clusters Score -417953.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -418023.156250 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -418023.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -418071.593750 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -418071.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -418114.343750 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -418114.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -418148.937500 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -418148.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -418178.031250 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -418178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -418199.906250 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -418199.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -418211.031250 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -418211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -418217.562500 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -418217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -418222.718750 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -418222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -418230.937500 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -418230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -418234.468750 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -418234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -418238.218750 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -418238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -418240.437500 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -418240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -418243.281250 Penalty: 3918.715820
	Iteration 17Q: 3 clusters Score -418243.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -418248.125000 Penalty: 3918.715820
	Iteration 18Q: 3 clusters Score -418248.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -418253.531250 Penalty: 3918.715820
	Iteration 19Q: 3 clusters Score -418253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -418258.343750 Penalty: 3918.715820
	Iteration 20F: 3 clusters Score -418258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -418267.125000 Penalty: 3918.715820
	Iteration 21Q: 3 clusters Score -418267.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -418279.687500 Penalty: 3918.715820
	Iteration 22Q: 3 clusters Score -418279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -418290.562500 Penalty: 3918.715820
	Iteration 23Q: 3 clusters Score -418290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -418296.343750 Penalty: 3918.715820
	Iteration 24Q: 3 clusters Score -418296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -418301.031250 Penalty: 3918.715820
	Iteration 25Q: 3 clusters Score -418301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -418303.812500 Penalty: 3918.715820
	Iteration 26Q: 3 clusters Score -418303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -418307.250000 Penalty: 3918.715820
	Iteration 27Q: 3 clusters Score -418307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -418313.937500 Penalty: 3918.715820
	Iteration 28Q: 3 clusters Score -418313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -418320.093750 Penalty: 3918.715820
	Iteration 29Q: 3 clusters Score -418320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -418323.687500 Penalty: 3918.715820
	Iteration 30Q: 3 clusters Score -418323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -418326.937500 Penalty: 3918.715820
	Iteration 31Q: 3 clusters Score -418326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -418332.218750 Penalty: 3918.715820
	Iteration 32Q: 3 clusters Score -418332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -418337.593750 Penalty: 3918.715820
	Iteration 33Q: 3 clusters Score -418337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -418340.937500 Penalty: 3918.715820
	Iteration 34Q: 3 clusters Score -418340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -418343.468750 Penalty: 3918.715820
	Iteration 35Q: 3 clusters Score -418343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -418347.875000 Penalty: 3918.715820
	Iteration 36Q: 3 clusters Score -418347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -418351.437500 Penalty: 3918.715820
	Iteration 37Q: 3 clusters Score -418351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -418354.750000 Penalty: 3918.715820
	Iteration 38Q: 3 clusters Score -418354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -418357.375000 Penalty: 3918.715820
	Iteration 39Q: 3 clusters Score -418357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -418357.937500 Penalty: 3918.715820
	Iteration 40F: 3 clusters Score -418357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -418360.031250 Penalty: 3918.715820
	Iteration 41Q: 3 clusters Score -418360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -418362.187500 Penalty: 3918.715820
	Iteration 42Q: 3 clusters Score -418362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -418362.437500 Penalty: 3918.715820
	Iteration 43Q: 3 clusters Score -418362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -418363.250000 Penalty: 3918.715820
	Iteration 44Q: 3 clusters Score -418363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -418363.968750 Penalty: 3918.715820
	Iteration 45Q: 3 clusters Score -418364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -418363.968750 Penalty: 3918.715820
	Iteration 46F: 3 clusters Score -418364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -1160995.625000 Penalty: 2215.810303
	Iteration 0F: 2 clusters Score -1160996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1154910.750000 Penalty: 4431.620605
	Iteration 0F: 3 clusters Score -1154911 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1156588.375000 Penalty: 4431.620605
	Iteration 1F: 3 clusters Score -1156588 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1157019.250000 Penalty: 4431.620605
	Iteration 2F: 3 clusters Score -1157019 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1157469.375000 Penalty: 4431.620605
	Iteration 3F: 3 clusters Score -1157469 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1157896.500000 Penalty: 4431.620605
	Iteration 4F: 3 clusters Score -1157896 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1158283.875000 Penalty: 4431.620605
	Iteration 5F: 3 clusters Score -1158284 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1158579.250000 Penalty: 4431.620605
	Iteration 6F: 3 clusters Score -1158579 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1158804.250000 Penalty: 4431.620605
	Iteration 7Q: 3 clusters Score -1158804 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1158964.625000 Penalty: 4431.620605
	Iteration 8Q: 3 clusters Score -1158965 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1159083.000000 Penalty: 4431.620605
	Iteration 9Q: 3 clusters Score -1159083 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1159142.375000 Penalty: 4431.620605
	Iteration 10Q: 3 clusters Score -1159142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1159201.750000 Penalty: 4431.620605
	Iteration 11Q: 3 clusters Score -1159202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1159259.875000 Penalty: 4431.620605
	Iteration 12Q: 3 clusters Score -1159260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1159315.125000 Penalty: 4431.620605
	Iteration 13Q: 3 clusters Score -1159315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1159350.125000 Penalty: 4431.620605
	Iteration 14Q: 3 clusters Score -1159350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1159374.000000 Penalty: 4431.620605
	Iteration 15Q: 3 clusters Score -1159374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1159397.750000 Penalty: 4431.620605
	Iteration 16Q: 3 clusters Score -1159398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1159414.375000 Penalty: 4431.620605
	Iteration 17Q: 3 clusters Score -1159414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1159431.125000 Penalty: 4431.620605
	Iteration 18Q: 3 clusters Score -1159431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1159449.125000 Penalty: 4431.620605
	Iteration 19Q: 3 clusters Score -1159449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1159469.500000 Penalty: 4431.620605
	Iteration 20F: 3 clusters Score -1159470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1159483.625000 Penalty: 4431.620605
	Iteration 21Q: 3 clusters Score -1159484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1159493.750000 Penalty: 4431.620605
	Iteration 22Q: 3 clusters Score -1159494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1159502.000000 Penalty: 4431.620605
	Iteration 23Q: 3 clusters Score -1159502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1159509.250000 Penalty: 4431.620605
	Iteration 24Q: 3 clusters Score -1159509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1159516.250000 Penalty: 4431.620605
	Iteration 25Q: 3 clusters Score -1159516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1159527.625000 Penalty: 4431.620605
	Iteration 26Q: 3 clusters Score -1159528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1159533.375000 Penalty: 4431.620605
	Iteration 27Q: 3 clusters Score -1159533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1159541.750000 Penalty: 4431.620605
	Iteration 28Q: 3 clusters Score -1159542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1159548.000000 Penalty: 4431.620605
	Iteration 29Q: 3 clusters Score -1159548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1159554.625000 Penalty: 4431.620605
	Iteration 30Q: 3 clusters Score -1159555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1159558.875000 Penalty: 4431.620605
	Iteration 31Q: 3 clusters Score -1159559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1159562.375000 Penalty: 4431.620605
	Iteration 32Q: 3 clusters Score -1159562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1159565.375000 Penalty: 4431.620605
	Iteration 33Q: 3 clusters Score -1159565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1159566.125000 Penalty: 4431.620605
	Iteration 34Q: 3 clusters Score -1159566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1159569.875000 Penalty: 4431.620605
	Iteration 35Q: 3 clusters Score -1159570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1159575.250000 Penalty: 4431.620605
	Iteration 36Q: 3 clusters Score -1159575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1159575.375000 Penalty: 4431.620605
	Iteration 37Q: 3 clusters Score -1159575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1159574.250000 Penalty: 4431.620605
	Iteration 38Q: 3 clusters Score -1159574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1159576.375000 Penalty: 4431.620605
	Iteration 39Q: 3 clusters Score -1159576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1159578.375000 Penalty: 4431.620605
	Iteration 40F: 3 clusters Score -1159578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1159577.875000 Penalty: 4431.620605
	Iteration 41Q: 3 clusters Score -1159578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1159580.375000 Penalty: 4431.620605
	Iteration 42Q: 3 clusters Score -1159580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1159580.375000 Penalty: 4431.620605
	Iteration 43F: 3 clusters Score -1159580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -511668.656250 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -511668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -508204.968750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -508205 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -509020.187500 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -509020.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -509307.031250 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -509307 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -509500.500000 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -509500.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -509639.156250 Penalty: 4019.933105
	Iteration 4Q: 3 clusters Score -509639.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -509757.718750 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -509757.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -509850.562500 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -509850.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -509913.781250 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -509913.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -509972.562500 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -509972.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -510021.531250 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -510021.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -510073.375000 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -510073.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -510127.468750 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -510127.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -510165.593750 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -510165.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -510189.593750 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -510189.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -510220.625000 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -510220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -510249.937500 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -510249.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -510278.468750 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -510278.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -510300.406250 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -510300.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -510320.468750 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -510320.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -510337.750000 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -510337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -510348.218750 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -510348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -510357.687500 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -510357.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -510367.687500 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -510367.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -510376.093750 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -510376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -510384.343750 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -510384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -510388.812500 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -510388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -510394.562500 Penalty: 4019.933105
	Iteration 26Q: 3 clusters Score -510394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -510398.875000 Penalty: 4019.933105
	Iteration 27Q: 3 clusters Score -510398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -510402.843750 Penalty: 4019.933105
	Iteration 28Q: 3 clusters Score -510402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -510409.375000 Penalty: 4019.933105
	Iteration 29Q: 3 clusters Score -510409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -510414.187500 Penalty: 4019.933105
	Iteration 30Q: 3 clusters Score -510414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -510421.062500 Penalty: 4019.933105
	Iteration 31Q: 3 clusters Score -510421.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -510430.468750 Penalty: 4019.933105
	Iteration 32Q: 3 clusters Score -510430.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -510447.625000 Penalty: 4019.933105
	Iteration 33Q: 3 clusters Score -510447.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -510471.031250 Penalty: 4019.933105
	Iteration 34Q: 3 clusters Score -510471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -510507.187500 Penalty: 4019.933105
	Iteration 35Q: 3 clusters Score -510507.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -510552.968750 Penalty: 4019.933105
	Iteration 36Q: 3 clusters Score -510553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -510616.968750 Penalty: 4019.933105
	Iteration 37Q: 3 clusters Score -510617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -510695.500000 Penalty: 4019.933105
	Iteration 38Q: 3 clusters Score -510695.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -510795.281250 Penalty: 4019.933105
	Iteration 39Q: 3 clusters Score -510795.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -510902.625000 Penalty: 4019.933105
	Iteration 40F: 3 clusters Score -510902.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -511023.406250 Penalty: 4019.933105
	Iteration 41Q: 3 clusters Score -511023.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -511172.500000 Penalty: 4019.933105
	Iteration 42Q: 3 clusters Score -511172.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -511270.531250 Penalty: 4019.933105
	Iteration 43Q: 3 clusters Score -511270.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -511307.468750 Penalty: 4019.933105
	Iteration 44Q: 3 clusters Score -511307.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -511331.406250 Penalty: 4019.933105
	Iteration 45Q: 3 clusters Score -511331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -511337.062500 Penalty: 4019.933105
	Iteration 46Q: 3 clusters Score -511337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -511337.968750 Penalty: 4019.933105
	Iteration 47Q: 3 clusters Score -511338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -511338.593750 Penalty: 4019.933105
	Iteration 48Q: 3 clusters Score -511338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -511339.093750 Penalty: 4019.933105
	Iteration 49Q: 3 clusters Score -511339.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -511339.093750 Penalty: 4019.933105
	Iteration 50F: 3 clusters Score -511339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -961013.062500 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -961013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -955590.187500 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -955590.2 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -957144.687500 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -957144.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -957453.187500 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -957453.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -957680.437500 Penalty: 4351.061035
	Iteration 3F: 3 clusters Score -957680.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -957870.687500 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -957870.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -958033.937500 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -958033.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -958195.500000 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -958195.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -958347.500000 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -958347.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -958477.375000 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -958477.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -958616.687500 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -958616.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -958743.062500 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -958743.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -958895.000000 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -958895 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -959036.062500 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -959036.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -959138.750000 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -959138.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -959224.875000 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -959224.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -959304.125000 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -959304.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -959378.062500 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -959378.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -959443.812500 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -959443.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -959512.937500 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -959512.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -959574.187500 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -959574.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -959645.000000 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -959645 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -959693.062500 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -959693.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -959734.750000 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -959734.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -959767.750000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -959767.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -959804.812500 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -959804.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -959838.187500 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -959838.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -959860.562500 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -959860.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -959879.125000 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -959879.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -959889.125000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -959889.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -959896.625000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -959896.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -959909.125000 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -959909.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -959917.312500 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -959917.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -959929.937500 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -959929.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -959932.437500 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -959932.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -959940.500000 Penalty: 4351.061035
	Iteration 34Q: 3 clusters Score -959940.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -959945.750000 Penalty: 4351.061035
	Iteration 35Q: 3 clusters Score -959945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -959949.125000 Penalty: 4351.061035
	Iteration 36Q: 3 clusters Score -959949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -959952.375000 Penalty: 4351.061035
	Iteration 37Q: 3 clusters Score -959952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -959951.812500 Penalty: 4351.061035
	Iteration 38Q: 3 clusters Score -959951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -959953.187500 Penalty: 4351.061035
	Iteration 39Q: 3 clusters Score -959953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -959953.187500 Penalty: 4351.061035
	Iteration 40F: 3 clusters Score -959953.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -66432.226562 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -66432.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65116.652344 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -65116.65 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65629.992188 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -65629.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65965.429688 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -65965.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66154.593750 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -66154.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66226.695312 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -66226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66236.085938 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -66236.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66246.625000 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -66246.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66269.882812 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -66269.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66269.882812 Penalty: 3091.294189
	Iteration 8F: 3 clusters Score -66269.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -430114.000000 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -430114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -426822.625000 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -426822.6 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -427682.156250 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -427682.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -427929.562500 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -427929.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -428098.406250 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -428098.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -428249.093750 Penalty: 3981.628174
	Iteration 4Q: 3 clusters Score -428249.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -428361.125000 Penalty: 3981.628174
	Iteration 5Q: 3 clusters Score -428361.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -428455.218750 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -428455.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -428539.062500 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -428539.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -428612.906250 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -428612.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -428674.687500 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -428674.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -428724.906250 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -428724.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -428766.156250 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -428766.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -428805.125000 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -428805.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -428824.218750 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -428824.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -428845.187500 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -428845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -428861.031250 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -428861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -428867.843750 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -428867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -428877.968750 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -428878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -428884.687500 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -428884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -428890.343750 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -428890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -428891.593750 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -428891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -428893.031250 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -428893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -428893.031250 Penalty: 3981.628174
	Iteration 22F: 3 clusters Score -428893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -477506.375000 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -477506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -474159.000000 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -474159 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -474902.906250 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -474902.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -475087.156250 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -475087.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -475180.281250 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -475180.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -475229.062500 Penalty: 3989.019775
	Iteration 4Q: 3 clusters Score -475229.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -475264.656250 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -475264.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -475289.125000 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -475289.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -475304.218750 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -475304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -475314.000000 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -475314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -475321.500000 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -475321.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -475329.312500 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -475329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -475334.781250 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -475334.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -475341.093750 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -475341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -475346.000000 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -475346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -475350.500000 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -475350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -475353.656250 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -475353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -475357.781250 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -475357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -475360.968750 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -475361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -475364.843750 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -475364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -475366.906250 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -475366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -475369.562500 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -475369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -475372.968750 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -475373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -475377.250000 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -475377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -475379.562500 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -475379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -475383.875000 Penalty: 3989.019775
	Iteration 24Q: 3 clusters Score -475383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -475385.937500 Penalty: 3989.019775
	Iteration 25Q: 3 clusters Score -475385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -475388.281250 Penalty: 3989.019775
	Iteration 26Q: 3 clusters Score -475388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -475390.406250 Penalty: 3989.019775
	Iteration 27Q: 3 clusters Score -475390.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -475392.437500 Penalty: 3989.019775
	Iteration 28Q: 3 clusters Score -475392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -475393.250000 Penalty: 3989.019775
	Iteration 29Q: 3 clusters Score -475393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -475396.625000 Penalty: 3989.019775
	Iteration 30Q: 3 clusters Score -475396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -475398.125000 Penalty: 3989.019775
	Iteration 31Q: 3 clusters Score -475398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -475398.750000 Penalty: 3989.019775
	Iteration 32Q: 3 clusters Score -475398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -475398.750000 Penalty: 3989.019775
	Iteration 33F: 3 clusters Score -475398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Entering Unmasked Estep 
Score: -3569191.750000 Penalty: 2500.265869
	Iteration 0F: 2 clusters Score -3569192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3552578.750000 Penalty: 5000.531738
	Iteration 0F: 3 clusters Score -3552579 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3558520.750000 Penalty: 5000.531738
	Iteration 1F: 3 clusters Score -3558521 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3559246.750000 Penalty: 5000.531738
	Iteration 2F: 3 clusters Score -3559247 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3559959.000000 Penalty: 5000.531738
	Iteration 3F: 3 clusters Score -3559959 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3560624.500000 Penalty: 5000.531738
	Iteration 4F: 3 clusters Score -3560624 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3561290 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3562012 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3562693 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3563244 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3563631 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3563929 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3564120 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3564256 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3564364 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3564463 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3564529 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3564593 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3564637 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3564692 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3564740.250000 Penalty: 5000.531738
	Iteration 19Q: 3 clusters Score -3564740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3564768 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -3564832.750000 Penalty: 5000.531738
	Iteration 21Q: 3 clusters Score -3564833 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3564866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3564910 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3564962 nChanged 182
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Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3565004 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3565016 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3565047 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3565069 nChanged 152
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Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3565104 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3565148 nChanged 181
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Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3565180 nChanged 192
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Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3565242 nChanged 192
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Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3565288 nChanged 205
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Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3565338 nChanged 226
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Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3565413 nChanged 241
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Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3565482 nChanged 227
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Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3565568 nChanged 246
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Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3565643 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3565726 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3565834 nChanged 254
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Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3565932 nChanged 228
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Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3566022 nChanged 234
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Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3566101 nChanged 236
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Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3566200 nChanged 221
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Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3566300 nChanged 200
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Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3566375 nChanged 181
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Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3566442 nChanged 155
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Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2887 members 
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	Iteration 48Q: 3 clusters Score -3566490 nChanged 142
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Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2753 members 
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	Iteration 49Q: 3 clusters Score -3566534 nChanged 138
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Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2619 members 
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	Iteration 50Q: 3 clusters Score -3566578 nChanged 135
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Mstep: Class 1 contains 21412 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3566646 nChanged 123
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Mstep: Class 1 contains 21533 members 
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	Iteration 52Q: 3 clusters Score -3566689 nChanged 102
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Mstep: Class 1 contains 21631 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3566718 nChanged 93
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Mstep: Class 1 contains 21720 members 
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	Iteration 54Q: 3 clusters Score -3566762 nChanged 91
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Mstep: Class 1 contains 21807 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3566792 nChanged 88
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Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3566824 nChanged 93
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Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3566864 nChanged 92
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Mstep: Class 1 contains 22062 members 
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	Iteration 58Q: 3 clusters Score -3566889 nChanged 82
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Mstep: Class 1 contains 22136 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3566936 nChanged 97
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Mstep: Class 1 contains 22223 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3566983 nChanged 85
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Mstep: Class 1 contains 22306 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3567020 nChanged 77
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Mstep: Class 1 contains 22381 members 
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	Iteration 62Q: 3 clusters Score -3567053 nChanged 66
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Mstep: Class 1 contains 22439 members 
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	Iteration 63Q: 3 clusters Score -3567080 nChanged 67
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Mstep: Class 1 contains 22496 members 
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	Iteration 64Q: 3 clusters Score -3567113 nChanged 64
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Mstep: Class 1 contains 22552 members 
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	Iteration 65Q: 3 clusters Score -3567131 nChanged 32
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Mstep: Class 1 contains 22580 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3567150 nChanged 32
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Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3567173 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3567194 nChanged 47
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Mstep: Class 1 contains 22686 members 
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	Iteration 69Q: 3 clusters Score -3567221 nChanged 42
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Mstep: Class 1 contains 22724 members 
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	Iteration 70Q: 3 clusters Score -3567243 nChanged 33
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Mstep: Class 1 contains 22749 members 
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	Iteration 71Q: 3 clusters Score -3567252 nChanged 35
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Mstep: Class 1 contains 22780 members 
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	Iteration 72Q: 3 clusters Score -3567271 nChanged 28
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Mstep: Class 1 contains 22804 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3567282 nChanged 19
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Mstep: Class 1 contains 22821 members 
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	Iteration 74Q: 3 clusters Score -3567290 nChanged 22
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Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1059 members 
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	Iteration 75Q: 3 clusters Score -3567298 nChanged 17
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Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1042 members 
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	Iteration 76Q: 3 clusters Score -3567305 nChanged 15
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Mstep: Class 1 contains 22871 members 
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	Iteration 77Q: 3 clusters Score -3567308 nChanged 15
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Mstep: Class 1 contains 22884 members 
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	Iteration 78Q: 3 clusters Score -3567326 nChanged 14
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Mstep: Class 1 contains 22896 members 
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	Iteration 79Q: 3 clusters Score -3567332 nChanged 15
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Mstep: Class 1 contains 22909 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3567340 nChanged 13
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	Iteration 81Q: 3 clusters Score -3567343 nChanged 14
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Mstep: Class 1 contains 22932 members 
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	Iteration 82Q: 3 clusters Score -3567348 nChanged 10
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Mstep: Class 1 contains 22940 members 
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	Iteration 83Q: 3 clusters Score -3567353 nChanged 9
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	Iteration 84Q: 3 clusters Score -3567352 nChanged 6
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	Iteration 85Q: 3 clusters Score -3567356 nChanged 9
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	Iteration 86Q: 3 clusters Score -3567364 nChanged 6
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	Iteration 87Q: 3 clusters Score -3567360 nChanged 6
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Mstep: Class 1 contains 22968 members 
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	Iteration 88Q: 3 clusters Score -3567364 nChanged 7
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Mstep: Class 1 contains 22975 members 
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	Iteration 89Q: 3 clusters Score -3567368 nChanged 11
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Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3567368 nChanged 6
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Mstep: Class 1 contains 22990 members 
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	Iteration 91Q: 3 clusters Score -3567372 nChanged 4
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3567373 nChanged 4
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	Iteration 93Q: 3 clusters Score -3567374 nChanged 2
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	Iteration 94Q: 3 clusters Score -3567376 nChanged 3
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	Iteration 95Q: 3 clusters Score -3567376 nChanged 1
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	Iteration 96Q: 3 clusters Score -3567375 nChanged 2
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	Iteration 97Q: 3 clusters Score -3567374 nChanged 0
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Entering Unmasked Estep 
Score: -3567374.500000 Penalty: 5000.531738
	Iteration 98F: 3 clusters Score -3567374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1642557.750000 Penalty: 2290.916260
	Iteration 0F: 2 clusters Score -1642558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1634762.875000 Penalty: 4581.832520
	Iteration 0F: 3 clusters Score -1634763 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1637090.500000 Penalty: 4581.832520
	Iteration 1F: 3 clusters Score -1637090 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1637390.000000 Penalty: 4581.832520
	Iteration 2F: 3 clusters Score -1637390 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1637637.375000 Penalty: 4581.832520
	Iteration 3F: 3 clusters Score -1637637 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1637883.000000 Penalty: 4581.832520
	Iteration 4Q: 3 clusters Score -1637883 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1638184.375000 Penalty: 4581.832520
	Iteration 5Q: 3 clusters Score -1638184 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1638556.000000 Penalty: 4581.832520
	Iteration 6F: 3 clusters Score -1638556 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1638913.125000 Penalty: 4581.832520
	Iteration 7F: 3 clusters Score -1638913 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1639223.750000 Penalty: 4581.832520
	Iteration 8Q: 3 clusters Score -1639224 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1639492.125000 Penalty: 4581.832520
	Iteration 9Q: 3 clusters Score -1639492 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1639737.750000 Penalty: 4581.832520
	Iteration 10Q: 3 clusters Score -1639738 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1639936.375000 Penalty: 4581.832520
	Iteration 11Q: 3 clusters Score -1639936 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1640146.125000 Penalty: 4581.832520
	Iteration 12Q: 3 clusters Score -1640146 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1640315.375000 Penalty: 4581.832520
	Iteration 13Q: 3 clusters Score -1640315 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1640453.000000 Penalty: 4581.832520
	Iteration 14Q: 3 clusters Score -1640453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1640554.375000 Penalty: 4581.832520
	Iteration 15Q: 3 clusters Score -1640554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1640639.250000 Penalty: 4581.832520
	Iteration 16Q: 3 clusters Score -1640639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1640719.250000 Penalty: 4581.832520
	Iteration 17Q: 3 clusters Score -1640719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1640772.750000 Penalty: 4581.832520
	Iteration 18Q: 3 clusters Score -1640773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1640812.125000 Penalty: 4581.832520
	Iteration 19Q: 3 clusters Score -1640812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1640840.125000 Penalty: 4581.832520
	Iteration 20F: 3 clusters Score -1640840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1640861.000000 Penalty: 4581.832520
	Iteration 21Q: 3 clusters Score -1640861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1640879.000000 Penalty: 4581.832520
	Iteration 22Q: 3 clusters Score -1640879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1640896.875000 Penalty: 4581.832520
	Iteration 23Q: 3 clusters Score -1640897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1640906.875000 Penalty: 4581.832520
	Iteration 24Q: 3 clusters Score -1640907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1640913.000000 Penalty: 4581.832520
	Iteration 25Q: 3 clusters Score -1640913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1640913.875000 Penalty: 4581.832520
	Iteration 26Q: 3 clusters Score -1640914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1640918.500000 Penalty: 4581.832520
	Iteration 27Q: 3 clusters Score -1640918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1640919.625000 Penalty: 4581.832520
	Iteration 28Q: 3 clusters Score -1640920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1640922.875000 Penalty: 4581.832520
	Iteration 29Q: 3 clusters Score -1640923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1640922.000000 Penalty: 4581.832520
	Iteration 30Q: 3 clusters Score -1640922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1640922.000000 Penalty: 4581.832520
	Iteration 31F: 3 clusters Score -1640922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -925847.875000 Penalty: 2162.066162
	Iteration 0F: 2 clusters Score -925847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -920619.000000 Penalty: 4324.132324
	Iteration 0F: 3 clusters Score -920619 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -922068.687500 Penalty: 4324.132324
	Iteration 1F: 3 clusters Score -922068.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -922438.937500 Penalty: 4324.132324
	Iteration 2F: 3 clusters Score -922438.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -922736.625000 Penalty: 4324.132324
	Iteration 3F: 3 clusters Score -922736.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -922981.812500 Penalty: 4324.132324
	Iteration 4F: 3 clusters Score -922981.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -923189.937500 Penalty: 4324.132324
	Iteration 5Q: 3 clusters Score -923189.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -923364.437500 Penalty: 4324.132324
	Iteration 6Q: 3 clusters Score -923364.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -923569.812500 Penalty: 4324.132324
	Iteration 7Q: 3 clusters Score -923569.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -923849.812500 Penalty: 4324.132324
	Iteration 8Q: 3 clusters Score -923849.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -924119.750000 Penalty: 4324.132324
	Iteration 9Q: 3 clusters Score -924119.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -924359.625000 Penalty: 4324.132324
	Iteration 10Q: 3 clusters Score -924359.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -924588.812500 Penalty: 4324.132324
	Iteration 11Q: 3 clusters Score -924588.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -924781.500000 Penalty: 4324.132324
	Iteration 12Q: 3 clusters Score -924781.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -924910.625000 Penalty: 4324.132324
	Iteration 13Q: 3 clusters Score -924910.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -925000.812500 Penalty: 4324.132324
	Iteration 14Q: 3 clusters Score -925000.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -925074.812500 Penalty: 4324.132324
	Iteration 15Q: 3 clusters Score -925074.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -925131.125000 Penalty: 4324.132324
	Iteration 16Q: 3 clusters Score -925131.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -925163.500000 Penalty: 4324.132324
	Iteration 17Q: 3 clusters Score -925163.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -925176.187500 Penalty: 4324.132324
	Iteration 18Q: 3 clusters Score -925176.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -925182.250000 Penalty: 4324.132324
	Iteration 19Q: 3 clusters Score -925182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -925189.750000 Penalty: 4324.132324
	Iteration 20F: 3 clusters Score -925189.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -925195.062500 Penalty: 4324.132324
	Iteration 21Q: 3 clusters Score -925195.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -925198.250000 Penalty: 4324.132324
	Iteration 22Q: 3 clusters Score -925198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -925204.000000 Penalty: 4324.132324
	Iteration 23Q: 3 clusters Score -925204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -925208.750000 Penalty: 4324.132324
	Iteration 24Q: 3 clusters Score -925208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -925208.937500 Penalty: 4324.132324
	Iteration 25Q: 3 clusters Score -925208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -925211.062500 Penalty: 4324.132324
	Iteration 26Q: 3 clusters Score -925211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -925211.500000 Penalty: 4324.132324
	Iteration 27Q: 3 clusters Score -925211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -925211.312500 Penalty: 4324.132324
	Iteration 28Q: 3 clusters Score -925211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -925211.500000 Penalty: 4324.132324
	Iteration 29Q: 3 clusters Score -925211.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -925211.500000 Penalty: 4324.132324
	Iteration 30F: 3 clusters Score -925211.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Entering Unmasked Estep 
Score: -6612448.000000 Penalty: 2644.849121
	Iteration 0F: 2 clusters Score -6612448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -6583689.000000 Penalty: 5289.698242
	Iteration 0F: 3 clusters Score -6583689 nChanged 19675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6594909.000000 Penalty: 5289.698242
	Iteration 1F: 3 clusters Score -6594909 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6596247.500000 Penalty: 5289.698242
	Iteration 2F: 3 clusters Score -6596248 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -6598137.000000 Penalty: 5289.698242
	Iteration 3F: 3 clusters Score -6598137 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -6600482.500000 Penalty: 5289.698242
	Iteration 4F: 3 clusters Score -6600482 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6602508.500000 Penalty: 5289.698242
	Iteration 5F: 3 clusters Score -6602508 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -6603985.000000 Penalty: 5289.698242
	Iteration 6F: 3 clusters Score -6603985 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -6604815.500000 Penalty: 5289.698242
	Iteration 7Q: 3 clusters Score -6604816 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6605243.500000 Penalty: 5289.698242
	Iteration 8Q: 3 clusters Score -6605244 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6605523.500000 Penalty: 5289.698242
	Iteration 9Q: 3 clusters Score -6605524 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -6605710.000000 Penalty: 5289.698242
	Iteration 10Q: 3 clusters Score -6605710 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6605864.500000 Penalty: 5289.698242
	Iteration 11Q: 3 clusters Score -6605864 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -6606015.000000 Penalty: 5289.698242
	Iteration 12Q: 3 clusters Score -6606015 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -6606149.000000 Penalty: 5289.698242
	Iteration 13Q: 3 clusters Score -6606149 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -6606321.000000 Penalty: 5289.698242
	Iteration 14Q: 3 clusters Score -6606321 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -6606502.000000 Penalty: 5289.698242
	Iteration 15Q: 3 clusters Score -6606502 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -6606724.000000 Penalty: 5289.698242
	Iteration 16Q: 3 clusters Score -6606724 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6606931.000000 Penalty: 5289.698242
	Iteration 17Q: 3 clusters Score -6606931 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -6607216.000000 Penalty: 5289.698242
	Iteration 18Q: 3 clusters Score -6607216 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -6607475.500000 Penalty: 5289.698242
	Iteration 19Q: 3 clusters Score -6607476 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -6607745.500000 Penalty: 5289.698242
	Iteration 20F: 3 clusters Score -6607746 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -6608040.000000 Penalty: 5289.698242
	Iteration 21Q: 3 clusters Score -6608040 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -6608305.000000 Penalty: 5289.698242
	Iteration 22Q: 3 clusters Score -6608305 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -6608608.000000 Penalty: 5289.698242
	Iteration 23Q: 3 clusters Score -6608608 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -6608867.500000 Penalty: 5289.698242
	Iteration 24Q: 3 clusters Score -6608868 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -6609145.500000 Penalty: 5289.698242
	Iteration 25Q: 3 clusters Score -6609146 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6609385.500000 Penalty: 5289.698242
	Iteration 26Q: 3 clusters Score -6609386 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -6609532.500000 Penalty: 5289.698242
	Iteration 27Q: 3 clusters Score -6609532 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -6609665.500000 Penalty: 5289.698242
	Iteration 28Q: 3 clusters Score -6609666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -6609748.000000 Penalty: 5289.698242
	Iteration 29Q: 3 clusters Score -6609748 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -6609833.500000 Penalty: 5289.698242
	Iteration 30Q: 3 clusters Score -6609834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -6609889.500000 Penalty: 5289.698242
	Iteration 31Q: 3 clusters Score -6609890 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6609952.500000 Penalty: 5289.698242
	Iteration 32Q: 3 clusters Score -6609952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -6609980.500000 Penalty: 5289.698242
	Iteration 33Q: 3 clusters Score -6609980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6609999.000000 Penalty: 5289.698242
	Iteration 34Q: 3 clusters Score -6609999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -6610049.000000 Penalty: 5289.698242
	Iteration 35Q: 3 clusters Score -6610049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -6610087.500000 Penalty: 5289.698242
	Iteration 36Q: 3 clusters Score -6610088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -6610116.000000 Penalty: 5289.698242
	Iteration 37Q: 3 clusters Score -6610116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -6610137.500000 Penalty: 5289.698242
	Iteration 38Q: 3 clusters Score -6610138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -6610148.500000 Penalty: 5289.698242
	Iteration 39Q: 3 clusters Score -6610148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6610144.500000 Penalty: 5289.698242
	Iteration 40F: 3 clusters Score -6610144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -6610159.000000 Penalty: 5289.698242
	Iteration 41Q: 3 clusters Score -6610159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -6610181.000000 Penalty: 5289.698242
	Iteration 42Q: 3 clusters Score -6610181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -6610193.500000 Penalty: 5289.698242
	Iteration 43Q: 3 clusters Score -6610194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6610210.500000 Penalty: 5289.698242
	Iteration 44Q: 3 clusters Score -6610210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -6610216.000000 Penalty: 5289.698242
	Iteration 45Q: 3 clusters Score -6610216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -6610225.500000 Penalty: 5289.698242
	Iteration 46Q: 3 clusters Score -6610226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6610226.500000 Penalty: 5289.698242
	Iteration 47Q: 3 clusters Score -6610226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -6610239.000000 Penalty: 5289.698242
	Iteration 48Q: 3 clusters Score -6610239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -6610237.500000 Penalty: 5289.698242
	Iteration 49Q: 3 clusters Score -6610238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -6610230.500000 Penalty: 5289.698242
	Iteration 50Q: 3 clusters Score -6610230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -6610233.500000 Penalty: 5289.698242
	Iteration 51Q: 3 clusters Score -6610234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -6610238.500000 Penalty: 5289.698242
	Iteration 52Q: 3 clusters Score -6610238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -6610238.500000 Penalty: 5289.698242
	Iteration 53Q: 3 clusters Score -6610238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -6610236.500000 Penalty: 5289.698242
	Iteration 54Q: 3 clusters Score -6610236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -6610236.000000 Penalty: 5289.698242
	Iteration 55Q: 3 clusters Score -6610236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6610237.500000 Penalty: 5289.698242
	Iteration 56Q: 3 clusters Score -6610238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -6610242.000000 Penalty: 5289.698242
	Iteration 57Q: 3 clusters Score -6610242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6610241.500000 Penalty: 5289.698242
	Iteration 58Q: 3 clusters Score -6610242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6610241.500000 Penalty: 5289.698242
	Iteration 59F: 3 clusters Score -6610242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Entering Unmasked Estep 
Score: -1281638.750000 Penalty: 2260.693604
	Iteration 0F: 2 clusters Score -1281639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1274654.875000 Penalty: 4521.387207
	Iteration 0F: 3 clusters Score -1274655 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1276985.125000 Penalty: 4521.387207
	Iteration 1F: 3 clusters Score -1276985 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1277608.375000 Penalty: 4521.387207
	Iteration 2F: 3 clusters Score -1277608 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1278101.750000 Penalty: 4521.387207
	Iteration 3F: 3 clusters Score -1278102 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1278491.250000 Penalty: 4521.387207
	Iteration 4F: 3 clusters Score -1278491 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1278743.250000 Penalty: 4521.387207
	Iteration 5Q: 3 clusters Score -1278743 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1278930.625000 Penalty: 4521.387207
	Iteration 6Q: 3 clusters Score -1278931 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1279082.125000 Penalty: 4521.387207
	Iteration 7Q: 3 clusters Score -1279082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1279206.750000 Penalty: 4521.387207
	Iteration 8Q: 3 clusters Score -1279207 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1279287.625000 Penalty: 4521.387207
	Iteration 9Q: 3 clusters Score -1279288 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1279346.250000 Penalty: 4521.387207
	Iteration 10Q: 3 clusters Score -1279346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1279387.000000 Penalty: 4521.387207
	Iteration 11Q: 3 clusters Score -1279387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1279428.750000 Penalty: 4521.387207
	Iteration 12Q: 3 clusters Score -1279429 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1279473.250000 Penalty: 4521.387207
	Iteration 13Q: 3 clusters Score -1279473 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1279511.000000 Penalty: 4521.387207
	Iteration 14Q: 3 clusters Score -1279511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1279549.625000 Penalty: 4521.387207
	Iteration 15Q: 3 clusters Score -1279550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1279591.625000 Penalty: 4521.387207
	Iteration 16Q: 3 clusters Score -1279592 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1279621.375000 Penalty: 4521.387207
	Iteration 17Q: 3 clusters Score -1279621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1279654.750000 Penalty: 4521.387207
	Iteration 18Q: 3 clusters Score -1279655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1279687.250000 Penalty: 4521.387207
	Iteration 19Q: 3 clusters Score -1279687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1279715.625000 Penalty: 4521.387207
	Iteration 20F: 3 clusters Score -1279716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1279740.625000 Penalty: 4521.387207
	Iteration 21Q: 3 clusters Score -1279741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1279764.625000 Penalty: 4521.387207
	Iteration 22Q: 3 clusters Score -1279765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1279779.125000 Penalty: 4521.387207
	Iteration 23Q: 3 clusters Score -1279779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1279796.000000 Penalty: 4521.387207
	Iteration 24Q: 3 clusters Score -1279796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1279822.875000 Penalty: 4521.387207
	Iteration 25Q: 3 clusters Score -1279823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1279855.500000 Penalty: 4521.387207
	Iteration 26Q: 3 clusters Score -1279856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1279890.500000 Penalty: 4521.387207
	Iteration 27Q: 3 clusters Score -1279890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1279918.375000 Penalty: 4521.387207
	Iteration 28Q: 3 clusters Score -1279918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1279938.875000 Penalty: 4521.387207
	Iteration 29Q: 3 clusters Score -1279939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1279957.875000 Penalty: 4521.387207
	Iteration 30Q: 3 clusters Score -1279958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1279978.750000 Penalty: 4521.387207
	Iteration 31Q: 3 clusters Score -1279979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1280006.375000 Penalty: 4521.387207
	Iteration 32Q: 3 clusters Score -1280006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1280027.125000 Penalty: 4521.387207
	Iteration 33Q: 3 clusters Score -1280027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1280047.000000 Penalty: 4521.387207
	Iteration 34Q: 3 clusters Score -1280047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1280067.000000 Penalty: 4521.387207
	Iteration 35Q: 3 clusters Score -1280067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1280080.125000 Penalty: 4521.387207
	Iteration 36Q: 3 clusters Score -1280080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1280094.000000 Penalty: 4521.387207
	Iteration 37Q: 3 clusters Score -1280094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1280103.375000 Penalty: 4521.387207
	Iteration 38Q: 3 clusters Score -1280103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1280112.625000 Penalty: 4521.387207
	Iteration 39Q: 3 clusters Score -1280113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1280118.875000 Penalty: 4521.387207
	Iteration 40F: 3 clusters Score -1280119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1280122.500000 Penalty: 4521.387207
	Iteration 41Q: 3 clusters Score -1280122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1280127.500000 Penalty: 4521.387207
	Iteration 42Q: 3 clusters Score -1280128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1280129.250000 Penalty: 4521.387207
	Iteration 43Q: 3 clusters Score -1280129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1280133.500000 Penalty: 4521.387207
	Iteration 44Q: 3 clusters Score -1280134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1280133.875000 Penalty: 4521.387207
	Iteration 45Q: 3 clusters Score -1280134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1280134.125000 Penalty: 4521.387207
	Iteration 46Q: 3 clusters Score -1280134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1280137.500000 Penalty: 4521.387207
	Iteration 47Q: 3 clusters Score -1280138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1280134.750000 Penalty: 4521.387207
	Iteration 48Q: 3 clusters Score -1280135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1280140.000000 Penalty: 4521.387207
	Iteration 49Q: 3 clusters Score -1280140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1280142.000000 Penalty: 4521.387207
	Iteration 50Q: 3 clusters Score -1280142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1280142.500000 Penalty: 4521.387207
	Iteration 51Q: 3 clusters Score -1280142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1280143.375000 Penalty: 4521.387207
	Iteration 52Q: 3 clusters Score -1280143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1280142.750000 Penalty: 4521.387207
	Iteration 53Q: 3 clusters Score -1280143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1280145.750000 Penalty: 4521.387207
	Iteration 54Q: 3 clusters Score -1280146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1280144.250000 Penalty: 4521.387207
	Iteration 55Q: 3 clusters Score -1280144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1280145.125000 Penalty: 4521.387207
	Iteration 56Q: 3 clusters Score -1280145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1280144.625000 Penalty: 4521.387207
	Iteration 57Q: 3 clusters Score -1280145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1280145.750000 Penalty: 4521.387207
	Iteration 58Q: 3 clusters Score -1280146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1280145.750000 Penalty: 4521.387207
	Iteration 59F: 3 clusters Score -1280146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -295488.750000 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -295488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -292891.968750 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -292892 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -293324.062500 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -293324.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -293444.593750 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -293444.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -293530.125000 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -293530.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -293609.843750 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -293609.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -293661.625000 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -293661.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -293696.625000 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -293696.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -293726.281250 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -293726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -293751.687500 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -293751.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -293771.937500 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -293771.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -293795.187500 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -293795.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -293815.187500 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -293815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -293848.375000 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -293848.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -293880.000000 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -293880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -293907.875000 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -293907.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -293934.718750 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -293934.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -293962.812500 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -293962.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -293989.562500 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -293989.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -294010.625000 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -294010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -294025.531250 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -294025.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -294033.093750 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -294033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -294038.937500 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -294038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -294043.437500 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -294043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -294044.781250 Penalty: 3762.047363
	Iteration 23Q: 3 clusters Score -294044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -294045.593750 Penalty: 3762.047363
	Iteration 24Q: 3 clusters Score -294045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -294045.593750 Penalty: 3762.047363
	Iteration 25F: 3 clusters Score -294045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Entering Unmasked Estep 
Score: -1220400.125000 Penalty: 2223.593018
	Iteration 0F: 2 clusters Score -1220400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1214059.375000 Penalty: 4447.186035
	Iteration 0F: 3 clusters Score -1214059 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1215905.875000 Penalty: 4447.186035
	Iteration 1F: 3 clusters Score -1215906 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1216419.375000 Penalty: 4447.186035
	Iteration 2F: 3 clusters Score -1216419 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1217084.500000 Penalty: 4447.186035
	Iteration 3F: 3 clusters Score -1217084 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1217859.250000 Penalty: 4447.186035
	Iteration 4F: 3 clusters Score -1217859 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1218480.125000 Penalty: 4447.186035
	Iteration 5F: 3 clusters Score -1218480 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1218880.125000 Penalty: 4447.186035
	Iteration 6F: 3 clusters Score -1218880 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1219132.000000 Penalty: 4447.186035
	Iteration 7F: 3 clusters Score -1219132 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1219277.625000 Penalty: 4447.186035
	Iteration 8Q: 3 clusters Score -1219278 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1219395.750000 Penalty: 4447.186035
	Iteration 9Q: 3 clusters Score -1219396 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1219480.125000 Penalty: 4447.186035
	Iteration 10Q: 3 clusters Score -1219480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1219544.375000 Penalty: 4447.186035
	Iteration 11Q: 3 clusters Score -1219544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1219587.500000 Penalty: 4447.186035
	Iteration 12Q: 3 clusters Score -1219588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1219625.625000 Penalty: 4447.186035
	Iteration 13Q: 3 clusters Score -1219626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1219659.750000 Penalty: 4447.186035
	Iteration 14Q: 3 clusters Score -1219660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1219702.750000 Penalty: 4447.186035
	Iteration 15Q: 3 clusters Score -1219703 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1219730.875000 Penalty: 4447.186035
	Iteration 16Q: 3 clusters Score -1219731 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1219756.750000 Penalty: 4447.186035
	Iteration 17Q: 3 clusters Score -1219757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1219780.125000 Penalty: 4447.186035
	Iteration 18Q: 3 clusters Score -1219780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1219819.500000 Penalty: 4447.186035
	Iteration 19Q: 3 clusters Score -1219820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1219862.375000 Penalty: 4447.186035
	Iteration 20F: 3 clusters Score -1219862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1219892.000000 Penalty: 4447.186035
	Iteration 21Q: 3 clusters Score -1219892 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1219919.625000 Penalty: 4447.186035
	Iteration 22Q: 3 clusters Score -1219920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1219941.750000 Penalty: 4447.186035
	Iteration 23Q: 3 clusters Score -1219942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1219962.375000 Penalty: 4447.186035
	Iteration 24Q: 3 clusters Score -1219962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1219980.375000 Penalty: 4447.186035
	Iteration 25Q: 3 clusters Score -1219980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1219998.250000 Penalty: 4447.186035
	Iteration 26Q: 3 clusters Score -1219998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1220011.500000 Penalty: 4447.186035
	Iteration 27Q: 3 clusters Score -1220012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1220021.875000 Penalty: 4447.186035
	Iteration 28Q: 3 clusters Score -1220022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1220025.625000 Penalty: 4447.186035
	Iteration 29Q: 3 clusters Score -1220026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1220036.375000 Penalty: 4447.186035
	Iteration 30Q: 3 clusters Score -1220036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1220039.375000 Penalty: 4447.186035
	Iteration 31Q: 3 clusters Score -1220039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1220047.750000 Penalty: 4447.186035
	Iteration 32Q: 3 clusters Score -1220048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1220052.500000 Penalty: 4447.186035
	Iteration 33Q: 3 clusters Score -1220052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1220055.125000 Penalty: 4447.186035
	Iteration 34Q: 3 clusters Score -1220055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1220055.375000 Penalty: 4447.186035
	Iteration 35Q: 3 clusters Score -1220055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1220060.250000 Penalty: 4447.186035
	Iteration 36Q: 3 clusters Score -1220060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1220067.125000 Penalty: 4447.186035
	Iteration 37Q: 3 clusters Score -1220067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1220067.125000 Penalty: 4447.186035
	Iteration 38Q: 3 clusters Score -1220067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1220076.125000 Penalty: 4447.186035
	Iteration 39Q: 3 clusters Score -1220076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1220077.500000 Penalty: 4447.186035
	Iteration 40F: 3 clusters Score -1220078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1220079.750000 Penalty: 4447.186035
	Iteration 41Q: 3 clusters Score -1220080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1220081.750000 Penalty: 4447.186035
	Iteration 42Q: 3 clusters Score -1220082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1220082.375000 Penalty: 4447.186035
	Iteration 43Q: 3 clusters Score -1220082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1220083.875000 Penalty: 4447.186035
	Iteration 44Q: 3 clusters Score -1220084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1220086.375000 Penalty: 4447.186035
	Iteration 45Q: 3 clusters Score -1220086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1220085.500000 Penalty: 4447.186035
	Iteration 46Q: 3 clusters Score -1220086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1220086.875000 Penalty: 4447.186035
	Iteration 47Q: 3 clusters Score -1220087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1220089.625000 Penalty: 4447.186035
	Iteration 48Q: 3 clusters Score -1220090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1220089.875000 Penalty: 4447.186035
	Iteration 49Q: 3 clusters Score -1220090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1220092.000000 Penalty: 4447.186035
	Iteration 50Q: 3 clusters Score -1220092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1220092.000000 Penalty: 4447.186035
	Iteration 51F: 3 clusters Score -1220092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -203273.078125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -203273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -201132.765625 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -201132.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -201421.812500 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -201421.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201508.578125 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -201508.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -201566.203125 Penalty: 3572.150391
	Iteration 3Q: 3 clusters Score -201566.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -201616.359375 Penalty: 3572.150391
	Iteration 4Q: 3 clusters Score -201616.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -201659.562500 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -201659.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -201687.843750 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -201687.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201705.640625 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -201705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201712.734375 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -201712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -201715.062500 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -201715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -201715.890625 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -201715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -201716.546875 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -201716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201718.578125 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -201718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201725.593750 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -201725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -201730.890625 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -201730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -201735.187500 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -201735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -201742.328125 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -201742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201748.218750 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -201748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201757.531250 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -201757.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -201767.312500 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -201767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -201776.718750 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -201776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201782.828125 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -201782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -201790.171875 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -201790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -201800.421875 Penalty: 3572.150391
	Iteration 23Q: 3 clusters Score -201800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -201812.468750 Penalty: 3572.150391
	Iteration 24Q: 3 clusters Score -201812.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -201820.515625 Penalty: 3572.150391
	Iteration 25Q: 3 clusters Score -201820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201828.062500 Penalty: 3572.150391
	Iteration 26Q: 3 clusters Score -201828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201836.078125 Penalty: 3572.150391
	Iteration 27Q: 3 clusters Score -201836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201845.984375 Penalty: 3572.150391
	Iteration 28Q: 3 clusters Score -201846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -201855.531250 Penalty: 3572.150391
	Iteration 29Q: 3 clusters Score -201855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201864.796875 Penalty: 3572.150391
	Iteration 30Q: 3 clusters Score -201864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201871.687500 Penalty: 3572.150391
	Iteration 31Q: 3 clusters Score -201871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -201872.125000 Penalty: 3572.150391
	Iteration 32Q: 3 clusters Score -201872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -201872.125000 Penalty: 3572.150391
	Iteration 33F: 3 clusters Score -201872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -806175.750000 Penalty: 2130.429932
	Iteration 0F: 2 clusters Score -806175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -801416.437500 Penalty: 4260.859863
	Iteration 0F: 3 clusters Score -801416.4 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -802588.625000 Penalty: 4260.859863
	Iteration 1F: 3 clusters Score -802588.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -802892.062500 Penalty: 4260.859863
	Iteration 2F: 3 clusters Score -802892.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -803153.875000 Penalty: 4260.859863
	Iteration 3F: 3 clusters Score -803153.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -803450.312500 Penalty: 4260.859863
	Iteration 4F: 3 clusters Score -803450.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -803801.187500 Penalty: 4260.859863
	Iteration 5F: 3 clusters Score -803801.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -804269.375000 Penalty: 4260.859863
	Iteration 6F: 3 clusters Score -804269.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -804772.187500 Penalty: 4260.859863
	Iteration 7F: 3 clusters Score -804772.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -805291.625000 Penalty: 4260.859863
	Iteration 8F: 3 clusters Score -805291.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -805793.250000 Penalty: 4260.859863
	Iteration 9F: 3 clusters Score -805793.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -806207.437500 Penalty: 4260.859863
	Iteration 10Q: 3 clusters Score -806207.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -806488.062500 Penalty: 4260.859863
	Iteration 11Q: 3 clusters Score -806488.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -806567.687500 Penalty: 4260.859863
	Iteration 12Q: 3 clusters Score -806567.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -806587.562500 Penalty: 4260.859863
	Iteration 13Q: 3 clusters Score -806587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -806602.937500 Penalty: 4260.859863
	Iteration 14Q: 3 clusters Score -806602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -806608.812500 Penalty: 4260.859863
	Iteration 15Q: 3 clusters Score -806608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -806614.000000 Penalty: 4260.859863
	Iteration 16Q: 3 clusters Score -806614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -806619.000000 Penalty: 4260.859863
	Iteration 17Q: 3 clusters Score -806619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -806618.312500 Penalty: 4260.859863
	Iteration 18Q: 3 clusters Score -806618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -806620.125000 Penalty: 4260.859863
	Iteration 19Q: 3 clusters Score -806620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -806621.937500 Penalty: 4260.859863
	Iteration 20F: 3 clusters Score -806621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -806622.625000 Penalty: 4260.859863
	Iteration 21Q: 3 clusters Score -806622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -806623.500000 Penalty: 4260.859863
	Iteration 22Q: 3 clusters Score -806623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -806625.187500 Penalty: 4260.859863
	Iteration 23Q: 3 clusters Score -806625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -806624.375000 Penalty: 4260.859863
	Iteration 24Q: 3 clusters Score -806624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -806624.375000 Penalty: 4260.859863
	Iteration 25F: 3 clusters Score -806624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 2951 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18621 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5825 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 2429 members 
Entering Unmasked Estep 
Score: -151882272.000000 Penalty: 226118.828125
Splitting cluster 42 changes total score from -151883264.000000 to -151882272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -46620.128906 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -46620.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45332.550781 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -45332.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45434.683594 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -45434.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45458.445312 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -45458.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45470.640625 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -45470.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45479.980469 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -45479.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45481.242188 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -45481.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45481.242188 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -45481.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Entering Unmasked Estep 
Score: -2283813.000000 Penalty: 2408.521973
	Iteration 0F: 2 clusters Score -2283813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2271947.500000 Penalty: 4817.043945
	Iteration 0F: 3 clusters Score -2271948 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2276131.250000 Penalty: 4817.043945
	Iteration 1F: 3 clusters Score -2276131 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2276880.500000 Penalty: 4817.043945
	Iteration 2F: 3 clusters Score -2276880 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2277545.500000 Penalty: 4817.043945
	Iteration 3F: 3 clusters Score -2277546 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2278232.750000 Penalty: 4817.043945
	Iteration 4F: 3 clusters Score -2278233 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2278967.250000 Penalty: 4817.043945
	Iteration 5F: 3 clusters Score -2278967 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2279680.250000 Penalty: 4817.043945
	Iteration 6F: 3 clusters Score -2279680 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2280306.750000 Penalty: 4817.043945
	Iteration 7F: 3 clusters Score -2280307 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2280810.500000 Penalty: 4817.043945
	Iteration 8Q: 3 clusters Score -2280810 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2281201.000000 Penalty: 4817.043945
	Iteration 9Q: 3 clusters Score -2281201 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2281462.250000 Penalty: 4817.043945
	Iteration 10Q: 3 clusters Score -2281462 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2281634.000000 Penalty: 4817.043945
	Iteration 11Q: 3 clusters Score -2281634 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2281738.250000 Penalty: 4817.043945
	Iteration 12Q: 3 clusters Score -2281738 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2281830.000000 Penalty: 4817.043945
	Iteration 13Q: 3 clusters Score -2281830 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2281895.250000 Penalty: 4817.043945
	Iteration 14Q: 3 clusters Score -2281895 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2281939.000000 Penalty: 4817.043945
	Iteration 15Q: 3 clusters Score -2281939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2281964.500000 Penalty: 4817.043945
	Iteration 16Q: 3 clusters Score -2281964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2281987.750000 Penalty: 4817.043945
	Iteration 17Q: 3 clusters Score -2281988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2282021.250000 Penalty: 4817.043945
	Iteration 18Q: 3 clusters Score -2282021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2282023.750000 Penalty: 4817.043945
	Iteration 19Q: 3 clusters Score -2282024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2282029.500000 Penalty: 4817.043945
	Iteration 20F: 3 clusters Score -2282030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2282044.750000 Penalty: 4817.043945
	Iteration 21Q: 3 clusters Score -2282045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2282052.750000 Penalty: 4817.043945
	Iteration 22Q: 3 clusters Score -2282053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2282061.250000 Penalty: 4817.043945
	Iteration 23Q: 3 clusters Score -2282061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2282071.250000 Penalty: 4817.043945
	Iteration 24Q: 3 clusters Score -2282071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2282077.250000 Penalty: 4817.043945
	Iteration 25Q: 3 clusters Score -2282077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2282091.250000 Penalty: 4817.043945
	Iteration 26Q: 3 clusters Score -2282091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2282095.750000 Penalty: 4817.043945
	Iteration 27Q: 3 clusters Score -2282096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2282094.500000 Penalty: 4817.043945
	Iteration 28Q: 3 clusters Score -2282094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2282102.000000 Penalty: 4817.043945
	Iteration 29Q: 3 clusters Score -2282102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2282112.250000 Penalty: 4817.043945
	Iteration 30Q: 3 clusters Score -2282112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2282114.500000 Penalty: 4817.043945
	Iteration 31Q: 3 clusters Score -2282114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2282118.750000 Penalty: 4817.043945
	Iteration 32Q: 3 clusters Score -2282119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2282123.500000 Penalty: 4817.043945
	Iteration 33Q: 3 clusters Score -2282124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2282139.000000 Penalty: 4817.043945
	Iteration 34Q: 3 clusters Score -2282139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2282138.000000 Penalty: 4817.043945
	Iteration 35Q: 3 clusters Score -2282138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2282146.500000 Penalty: 4817.043945
	Iteration 36Q: 3 clusters Score -2282146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2282150.250000 Penalty: 4817.043945
	Iteration 37Q: 3 clusters Score -2282150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2282155.000000 Penalty: 4817.043945
	Iteration 38Q: 3 clusters Score -2282155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2282152.000000 Penalty: 4817.043945
	Iteration 39Q: 3 clusters Score -2282152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2282156.000000 Penalty: 4817.043945
	Iteration 40F: 3 clusters Score -2282156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2282158.250000 Penalty: 4817.043945
	Iteration 41Q: 3 clusters Score -2282158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2282165.750000 Penalty: 4817.043945
	Iteration 42Q: 3 clusters Score -2282166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2282162.250000 Penalty: 4817.043945
	Iteration 43Q: 3 clusters Score -2282162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2282162.750000 Penalty: 4817.043945
	Iteration 44Q: 3 clusters Score -2282163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2282163.000000 Penalty: 4817.043945
	Iteration 45Q: 3 clusters Score -2282163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2282162.750000 Penalty: 4817.043945
	Iteration 46Q: 3 clusters Score -2282163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2282163.500000 Penalty: 4817.043945
	Iteration 47Q: 3 clusters Score -2282164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2282165.250000 Penalty: 4817.043945
	Iteration 48Q: 3 clusters Score -2282165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2282161.750000 Penalty: 4817.043945
	Iteration 49Q: 3 clusters Score -2282162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2282164.500000 Penalty: 4817.043945
	Iteration 50Q: 3 clusters Score -2282164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2282166.000000 Penalty: 4817.043945
	Iteration 51Q: 3 clusters Score -2282166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2282166.000000 Penalty: 4817.043945
	Iteration 52F: 3 clusters Score -2282166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (42146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Entering Unmasked Estep 
Score: -6311743.500000 Penalty: 2640.926025
	Iteration 0F: 2 clusters Score -6311744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -6283345.000000 Penalty: 5281.852051
	Iteration 0F: 3 clusters Score -6283345 nChanged 19369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -6294544.000000 Penalty: 5281.852051
	Iteration 1F: 3 clusters Score -6294544 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -6295598.000000 Penalty: 5281.852051
	Iteration 2F: 3 clusters Score -6295598 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -6296874.500000 Penalty: 5281.852051
	Iteration 3F: 3 clusters Score -6296874 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -6298275.000000 Penalty: 5281.852051
	Iteration 4F: 3 clusters Score -6298275 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -6299811.000000 Penalty: 5281.852051
	Iteration 5F: 3 clusters Score -6299811 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -6301302.000000 Penalty: 5281.852051
	Iteration 6F: 3 clusters Score -6301302 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6302901.000000 Penalty: 5281.852051
	Iteration 7F: 3 clusters Score -6302901 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -6304558.000000 Penalty: 5281.852051
	Iteration 8F: 3 clusters Score -6304558 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -6306089.500000 Penalty: 5281.852051
	Iteration 9Q: 3 clusters Score -6306090 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -6307396.000000 Penalty: 5281.852051
	Iteration 10Q: 3 clusters Score -6307396 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -6308299.000000 Penalty: 5281.852051
	Iteration 11Q: 3 clusters Score -6308299 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -6308860.000000 Penalty: 5281.852051
	Iteration 12Q: 3 clusters Score -6308860 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -6309236.500000 Penalty: 5281.852051
	Iteration 13Q: 3 clusters Score -6309236 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -6309464.000000 Penalty: 5281.852051
	Iteration 14Q: 3 clusters Score -6309464 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -6309661.500000 Penalty: 5281.852051
	Iteration 15Q: 3 clusters Score -6309662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -6309800.500000 Penalty: 5281.852051
	Iteration 16Q: 3 clusters Score -6309800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -6309922.000000 Penalty: 5281.852051
	Iteration 17Q: 3 clusters Score -6309922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -6310012.500000 Penalty: 5281.852051
	Iteration 18Q: 3 clusters Score -6310012 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -6310085.000000 Penalty: 5281.852051
	Iteration 19Q: 3 clusters Score -6310085 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -6310129.000000 Penalty: 5281.852051
	Iteration 20F: 3 clusters Score -6310129 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -6310160.500000 Penalty: 5281.852051
	Iteration 21Q: 3 clusters Score -6310160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -6310171.500000 Penalty: 5281.852051
	Iteration 22Q: 3 clusters Score -6310172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6310204.000000 Penalty: 5281.852051
	Iteration 23Q: 3 clusters Score -6310204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -6310232.500000 Penalty: 5281.852051
	Iteration 24Q: 3 clusters Score -6310232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -6310253.500000 Penalty: 5281.852051
	Iteration 25Q: 3 clusters Score -6310254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -6310268.000000 Penalty: 5281.852051
	Iteration 26Q: 3 clusters Score -6310268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -6310301.000000 Penalty: 5281.852051
	Iteration 27Q: 3 clusters Score -6310301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -6310320.000000 Penalty: 5281.852051
	Iteration 28Q: 3 clusters Score -6310320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -6310340.000000 Penalty: 5281.852051
	Iteration 29Q: 3 clusters Score -6310340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -6310358.500000 Penalty: 5281.852051
	Iteration 30Q: 3 clusters Score -6310358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -6310372.000000 Penalty: 5281.852051
	Iteration 31Q: 3 clusters Score -6310372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -6310382.500000 Penalty: 5281.852051
	Iteration 32Q: 3 clusters Score -6310382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -6310389.500000 Penalty: 5281.852051
	Iteration 33Q: 3 clusters Score -6310390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -6310394.000000 Penalty: 5281.852051
	Iteration 34Q: 3 clusters Score -6310394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -6310407.000000 Penalty: 5281.852051
	Iteration 35Q: 3 clusters Score -6310407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -6310418.500000 Penalty: 5281.852051
	Iteration 36Q: 3 clusters Score -6310418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -6310421.000000 Penalty: 5281.852051
	Iteration 37Q: 3 clusters Score -6310421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -6310425.500000 Penalty: 5281.852051
	Iteration 38Q: 3 clusters Score -6310426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -6310430.000000 Penalty: 5281.852051
	Iteration 39Q: 3 clusters Score -6310430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -6310424.000000 Penalty: 5281.852051
	Iteration 40F: 3 clusters Score -6310424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -6310427.500000 Penalty: 5281.852051
	Iteration 41Q: 3 clusters Score -6310428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -6310431.000000 Penalty: 5281.852051
	Iteration 42Q: 3 clusters Score -6310431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -6310433.500000 Penalty: 5281.852051
	Iteration 43Q: 3 clusters Score -6310434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -6310432.000000 Penalty: 5281.852051
	Iteration 44Q: 3 clusters Score -6310432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -6310438.500000 Penalty: 5281.852051
	Iteration 45Q: 3 clusters Score -6310438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -6310432.000000 Penalty: 5281.852051
	Iteration 46Q: 3 clusters Score -6310432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -6310433.000000 Penalty: 5281.852051
	Iteration 47Q: 3 clusters Score -6310433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -6310440.500000 Penalty: 5281.852051
	Iteration 48Q: 3 clusters Score -6310440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -6310441.500000 Penalty: 5281.852051
	Iteration 49Q: 3 clusters Score -6310442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -6310441.500000 Penalty: 5281.852051
	Iteration 50Q: 3 clusters Score -6310442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -6310440.000000 Penalty: 5281.852051
	Iteration 51Q: 3 clusters Score -6310440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -6310435.500000 Penalty: 5281.852051
	Iteration 52Q: 3 clusters Score -6310436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -6310439.500000 Penalty: 5281.852051
	Iteration 53Q: 3 clusters Score -6310440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -6310442.500000 Penalty: 5281.852051
	Iteration 54Q: 3 clusters Score -6310442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6310439.000000 Penalty: 5281.852051
	Iteration 55Q: 3 clusters Score -6310439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -6310440.500000 Penalty: 5281.852051
	Iteration 56Q: 3 clusters Score -6310440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -6310430.500000 Penalty: 5281.852051
	Iteration 57Q: 3 clusters Score -6310430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -6310434.500000 Penalty: 5281.852051
	Iteration 58Q: 3 clusters Score -6310434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -6310439.500000 Penalty: 5281.852051
	Iteration 59Q: 3 clusters Score -6310440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -6310437.000000 Penalty: 5281.852051
	Iteration 60F: 3 clusters Score -6310437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -6310439.000000 Penalty: 5281.852051
	Iteration 61Q: 3 clusters Score -6310439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -6310439.000000 Penalty: 5281.852051
	Iteration 62Q: 3 clusters Score -6310439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -6310437.000000 Penalty: 5281.852051
	Iteration 63Q: 3 clusters Score -6310437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -6310433.000000 Penalty: 5281.852051
	Iteration 64Q: 3 clusters Score -6310433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -6310445.000000 Penalty: 5281.852051
	Iteration 65Q: 3 clusters Score -6310445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -6310448.500000 Penalty: 5281.852051
	Iteration 66Q: 3 clusters Score -6310448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6310452.000000 Penalty: 5281.852051
	Iteration 67Q: 3 clusters Score -6310452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -6310461.000000 Penalty: 5281.852051
	Iteration 68Q: 3 clusters Score -6310461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -6310455.500000 Penalty: 5281.852051
	Iteration 69Q: 3 clusters Score -6310456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -6310457.000000 Penalty: 5281.852051
	Iteration 70Q: 3 clusters Score -6310457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -6310462.500000 Penalty: 5281.852051
	Iteration 71Q: 3 clusters Score -6310462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -6310467.500000 Penalty: 5281.852051
	Iteration 72Q: 3 clusters Score -6310468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -6310465.500000 Penalty: 5281.852051
	Iteration 73Q: 3 clusters Score -6310466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -6310465.500000 Penalty: 5281.852051
	Iteration 74F: 3 clusters Score -6310466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -112159.671875 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -112159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -110439.445312 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -110439.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110895.593750 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -110895.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111210.007812 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -111210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111465.304688 Penalty: 3296.609619
	Iteration 3F: 3 clusters Score -111465.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -111576.953125 Penalty: 3296.609619
	Iteration 4F: 3 clusters Score -111577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111649.835938 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -111649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -111677.085938 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -111677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111688.773438 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -111688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111697.414062 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -111697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111700.828125 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -111700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111702.289062 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -111702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111712.367188 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -111712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111716.296875 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -111716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111717.812500 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -111717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111717.812500 Penalty: 3296.609619
	Iteration 14F: 3 clusters Score -111717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Entering Unmasked Estep 
Score: -2799645.500000 Penalty: 2438.347412
	Iteration 0F: 2 clusters Score -2799646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2786434.500000 Penalty: 4876.694824
	Iteration 0F: 3 clusters Score -2786434 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2791081.250000 Penalty: 4876.694824
	Iteration 1F: 3 clusters Score -2791081 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2791731.000000 Penalty: 4876.694824
	Iteration 2F: 3 clusters Score -2791731 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2792462.750000 Penalty: 4876.694824
	Iteration 3F: 3 clusters Score -2792463 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2793249.000000 Penalty: 4876.694824
	Iteration 4F: 3 clusters Score -2793249 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2793936.250000 Penalty: 4876.694824
	Iteration 5F: 3 clusters Score -2793936 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2794594.750000 Penalty: 4876.694824
	Iteration 6F: 3 clusters Score -2794595 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2795159.500000 Penalty: 4876.694824
	Iteration 7Q: 3 clusters Score -2795160 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2795656.000000 Penalty: 4876.694824
	Iteration 8Q: 3 clusters Score -2795656 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2796063.000000 Penalty: 4876.694824
	Iteration 9Q: 3 clusters Score -2796063 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2796391.500000 Penalty: 4876.694824
	Iteration 10Q: 3 clusters Score -2796392 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2796617.250000 Penalty: 4876.694824
	Iteration 11Q: 3 clusters Score -2796617 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2796766.000000 Penalty: 4876.694824
	Iteration 12Q: 3 clusters Score -2796766 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2796843.500000 Penalty: 4876.694824
	Iteration 13Q: 3 clusters Score -2796844 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2796898.750000 Penalty: 4876.694824
	Iteration 14Q: 3 clusters Score -2796899 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2796972.750000 Penalty: 4876.694824
	Iteration 15Q: 3 clusters Score -2796973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2797012.000000 Penalty: 4876.694824
	Iteration 16Q: 3 clusters Score -2797012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2797071.000000 Penalty: 4876.694824
	Iteration 17Q: 3 clusters Score -2797071 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2797117.250000 Penalty: 4876.694824
	Iteration 18Q: 3 clusters Score -2797117 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2797169.500000 Penalty: 4876.694824
	Iteration 19Q: 3 clusters Score -2797170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2797221.000000 Penalty: 4876.694824
	Iteration 20F: 3 clusters Score -2797221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2797258.750000 Penalty: 4876.694824
	Iteration 21Q: 3 clusters Score -2797259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2797301.250000 Penalty: 4876.694824
	Iteration 22Q: 3 clusters Score -2797301 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2797338.000000 Penalty: 4876.694824
	Iteration 23Q: 3 clusters Score -2797338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2797373.500000 Penalty: 4876.694824
	Iteration 24Q: 3 clusters Score -2797374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2797418.750000 Penalty: 4876.694824
	Iteration 25Q: 3 clusters Score -2797419 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2797452.500000 Penalty: 4876.694824
	Iteration 26Q: 3 clusters Score -2797452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2797495.250000 Penalty: 4876.694824
	Iteration 27Q: 3 clusters Score -2797495 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2797531.500000 Penalty: 4876.694824
	Iteration 28Q: 3 clusters Score -2797532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2797564.750000 Penalty: 4876.694824
	Iteration 29Q: 3 clusters Score -2797565 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2797577.500000 Penalty: 4876.694824
	Iteration 30Q: 3 clusters Score -2797578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2797613.500000 Penalty: 4876.694824
	Iteration 31Q: 3 clusters Score -2797614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2797634.250000 Penalty: 4876.694824
	Iteration 32Q: 3 clusters Score -2797634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2797645.500000 Penalty: 4876.694824
	Iteration 33Q: 3 clusters Score -2797646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2797667.000000 Penalty: 4876.694824
	Iteration 34Q: 3 clusters Score -2797667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2797674.250000 Penalty: 4876.694824
	Iteration 35Q: 3 clusters Score -2797674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2797689.750000 Penalty: 4876.694824
	Iteration 36Q: 3 clusters Score -2797690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2797707.250000 Penalty: 4876.694824
	Iteration 37Q: 3 clusters Score -2797707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2797720.250000 Penalty: 4876.694824
	Iteration 38Q: 3 clusters Score -2797720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2797734.500000 Penalty: 4876.694824
	Iteration 39Q: 3 clusters Score -2797734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2797743.750000 Penalty: 4876.694824
	Iteration 40F: 3 clusters Score -2797744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2797747.500000 Penalty: 4876.694824
	Iteration 41Q: 3 clusters Score -2797748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2797745.500000 Penalty: 4876.694824
	Iteration 42Q: 3 clusters Score -2797746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2797747.750000 Penalty: 4876.694824
	Iteration 43Q: 3 clusters Score -2797748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2797749.500000 Penalty: 4876.694824
	Iteration 44Q: 3 clusters Score -2797750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2797749.250000 Penalty: 4876.694824
	Iteration 45Q: 3 clusters Score -2797749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2797752.750000 Penalty: 4876.694824
	Iteration 46Q: 3 clusters Score -2797753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2797755.500000 Penalty: 4876.694824
	Iteration 47Q: 3 clusters Score -2797756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2797760.000000 Penalty: 4876.694824
	Iteration 48Q: 3 clusters Score -2797760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2797765.500000 Penalty: 4876.694824
	Iteration 49Q: 3 clusters Score -2797766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2797767.250000 Penalty: 4876.694824
	Iteration 50Q: 3 clusters Score -2797767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2797769.000000 Penalty: 4876.694824
	Iteration 51Q: 3 clusters Score -2797769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2797765.250000 Penalty: 4876.694824
	Iteration 52Q: 3 clusters Score -2797765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2797773.750000 Penalty: 4876.694824
	Iteration 53Q: 3 clusters Score -2797774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2797777.500000 Penalty: 4876.694824
	Iteration 54Q: 3 clusters Score -2797778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2797784.500000 Penalty: 4876.694824
	Iteration 55Q: 3 clusters Score -2797784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2797787.500000 Penalty: 4876.694824
	Iteration 56Q: 3 clusters Score -2797788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2797795.000000 Penalty: 4876.694824
	Iteration 57Q: 3 clusters Score -2797795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2797796.750000 Penalty: 4876.694824
	Iteration 58Q: 3 clusters Score -2797797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2797798.750000 Penalty: 4876.694824
	Iteration 59Q: 3 clusters Score -2797799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2797802.250000 Penalty: 4876.694824
	Iteration 60F: 3 clusters Score -2797802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2797804.000000 Penalty: 4876.694824
	Iteration 61Q: 3 clusters Score -2797804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2797805.500000 Penalty: 4876.694824
	Iteration 62Q: 3 clusters Score -2797806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2797806.000000 Penalty: 4876.694824
	Iteration 63Q: 3 clusters Score -2797806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2797808.500000 Penalty: 4876.694824
	Iteration 64Q: 3 clusters Score -2797808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2797811.250000 Penalty: 4876.694824
	Iteration 65Q: 3 clusters Score -2797811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2797812.750000 Penalty: 4876.694824
	Iteration 66Q: 3 clusters Score -2797813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2797816.000000 Penalty: 4876.694824
	Iteration 67Q: 3 clusters Score -2797816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2797812.750000 Penalty: 4876.694824
	Iteration 68Q: 3 clusters Score -2797813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2797814.500000 Penalty: 4876.694824
	Iteration 69Q: 3 clusters Score -2797814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2797820.250000 Penalty: 4876.694824
	Iteration 70Q: 3 clusters Score -2797820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2797827.500000 Penalty: 4876.694824
	Iteration 71Q: 3 clusters Score -2797828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2797833.000000 Penalty: 4876.694824
	Iteration 72Q: 3 clusters Score -2797833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2797834.750000 Penalty: 4876.694824
	Iteration 73Q: 3 clusters Score -2797835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2797841.000000 Penalty: 4876.694824
	Iteration 74Q: 3 clusters Score -2797841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2797852.500000 Penalty: 4876.694824
	Iteration 75Q: 3 clusters Score -2797852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2797851.750000 Penalty: 4876.694824
	Iteration 76Q: 3 clusters Score -2797852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2797855.000000 Penalty: 4876.694824
	Iteration 77Q: 3 clusters Score -2797855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2797861.500000 Penalty: 4876.694824
	Iteration 78Q: 3 clusters Score -2797862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2797858.000000 Penalty: 4876.694824
	Iteration 79Q: 3 clusters Score -2797858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2797857.500000 Penalty: 4876.694824
	Iteration 80F: 3 clusters Score -2797858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2797855.750000 Penalty: 4876.694824
	Iteration 81Q: 3 clusters Score -2797856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2797856.000000 Penalty: 4876.694824
	Iteration 82Q: 3 clusters Score -2797856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2797861.000000 Penalty: 4876.694824
	Iteration 83Q: 3 clusters Score -2797861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2797861.000000 Penalty: 4876.694824
	Iteration 84Q: 3 clusters Score -2797861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2797858.000000 Penalty: 4876.694824
	Iteration 85Q: 3 clusters Score -2797858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2797861.000000 Penalty: 4876.694824
	Iteration 86Q: 3 clusters Score -2797861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2797864.500000 Penalty: 4876.694824
	Iteration 87Q: 3 clusters Score -2797864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2797866.750000 Penalty: 4876.694824
	Iteration 88Q: 3 clusters Score -2797867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2797865.000000 Penalty: 4876.694824
	Iteration 89Q: 3 clusters Score -2797865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2797871.000000 Penalty: 4876.694824
	Iteration 90Q: 3 clusters Score -2797871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2797869.000000 Penalty: 4876.694824
	Iteration 91Q: 3 clusters Score -2797869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2797866.000000 Penalty: 4876.694824
	Iteration 92Q: 3 clusters Score -2797866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2797869.000000 Penalty: 4876.694824
	Iteration 93Q: 3 clusters Score -2797869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2797869.000000 Penalty: 4876.694824
	Iteration 94F: 3 clusters Score -2797869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -317966.843750 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -317966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -315226.937500 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -315226.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315779.906250 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -315779.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315938.062500 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -315938.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -316024.281250 Penalty: 3807.070801
	Iteration 3Q: 3 clusters Score -316024.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -316078.093750 Penalty: 3807.070801
	Iteration 4Q: 3 clusters Score -316078.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -316122.187500 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -316122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -316161.000000 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -316161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -316191.062500 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -316191.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -316225.781250 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -316225.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -316255.937500 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -316255.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316293.656250 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -316293.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316326.031250 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -316326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316347.625000 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -316347.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316369.500000 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -316369.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316387.656250 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -316387.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316399.343750 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -316399.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -316408.250000 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -316408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316412.968750 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -316413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316418.093750 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -316418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -316422.687500 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -316422.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -316424.687500 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -316424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316426.218750 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -316426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -316426.562500 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -316426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -316427.656250 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -316427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -316428.218750 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -316428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -316428.531250 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -316428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316428.718750 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -316428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -316428.718750 Penalty: 3807.070801
	Iteration 27F: 3 clusters Score -316428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (45635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Entering Unmasked Estep 
Score: -7178436.500000 Penalty: 2660.650635
	Iteration 0F: 2 clusters Score -7178436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7147613.000000 Penalty: 5321.301270
	Iteration 0F: 3 clusters Score -7147613 nChanged 21171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -7159660.500000 Penalty: 5321.301270
	Iteration 1F: 3 clusters Score -7159660 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -7160484.000000 Penalty: 5321.301270
	Iteration 2Q: 3 clusters Score -7160484 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -7161435.000000 Penalty: 5321.301270
	Iteration 3Q: 3 clusters Score -7161435 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -7162541.500000 Penalty: 5321.301270
	Iteration 4F: 3 clusters Score -7162542 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -7164054.000000 Penalty: 5321.301270
	Iteration 5F: 3 clusters Score -7164054 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -7165847.000000 Penalty: 5321.301270
	Iteration 6F: 3 clusters Score -7165847 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -7167811.000000 Penalty: 5321.301270
	Iteration 7F: 3 clusters Score -7167811 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -7169761.000000 Penalty: 5321.301270
	Iteration 8F: 3 clusters Score -7169761 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -7171223.500000 Penalty: 5321.301270
	Iteration 9Q: 3 clusters Score -7171224 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -7172280.500000 Penalty: 5321.301270
	Iteration 10Q: 3 clusters Score -7172280 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -7173054.500000 Penalty: 5321.301270
	Iteration 11Q: 3 clusters Score -7173054 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -7173514.500000 Penalty: 5321.301270
	Iteration 12Q: 3 clusters Score -7173514 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -7173880.000000 Penalty: 5321.301270
	Iteration 13Q: 3 clusters Score -7173880 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -7174083.000000 Penalty: 5321.301270
	Iteration 14Q: 3 clusters Score -7174083 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -7174238.000000 Penalty: 5321.301270
	Iteration 15Q: 3 clusters Score -7174238 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7174372.500000 Penalty: 5321.301270
	Iteration 16Q: 3 clusters Score -7174372 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -7174471.000000 Penalty: 5321.301270
	Iteration 17Q: 3 clusters Score -7174471 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -7174548.000000 Penalty: 5321.301270
	Iteration 18Q: 3 clusters Score -7174548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -7174584.000000 Penalty: 5321.301270
	Iteration 19Q: 3 clusters Score -7174584 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7174630.000000 Penalty: 5321.301270
	Iteration 20F: 3 clusters Score -7174630 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -7174661.500000 Penalty: 5321.301270
	Iteration 21Q: 3 clusters Score -7174662 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -7174694.500000 Penalty: 5321.301270
	Iteration 22Q: 3 clusters Score -7174694 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -7174716.500000 Penalty: 5321.301270
	Iteration 23Q: 3 clusters Score -7174716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -7174708.500000 Penalty: 5321.301270
	Iteration 24Q: 3 clusters Score -7174708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7174727.500000 Penalty: 5321.301270
	Iteration 25Q: 3 clusters Score -7174728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -7174744.500000 Penalty: 5321.301270
	Iteration 26Q: 3 clusters Score -7174744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -7174746.000000 Penalty: 5321.301270
	Iteration 27Q: 3 clusters Score -7174746 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -7174758.500000 Penalty: 5321.301270
	Iteration 28Q: 3 clusters Score -7174758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -7174766.500000 Penalty: 5321.301270
	Iteration 29Q: 3 clusters Score -7174766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -7174748.000000 Penalty: 5321.301270
	Iteration 30Q: 3 clusters Score -7174748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -7174755.000000 Penalty: 5321.301270
	Iteration 31Q: 3 clusters Score -7174755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -7174753.000000 Penalty: 5321.301270
	Iteration 32Q: 3 clusters Score -7174753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7174753.500000 Penalty: 5321.301270
	Iteration 33Q: 3 clusters Score -7174754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -7174768.000000 Penalty: 5321.301270
	Iteration 34Q: 3 clusters Score -7174768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -7174783.000000 Penalty: 5321.301270
	Iteration 35Q: 3 clusters Score -7174783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -7174783.000000 Penalty: 5321.301270
	Iteration 36Q: 3 clusters Score -7174783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -7174779.000000 Penalty: 5321.301270
	Iteration 37Q: 3 clusters Score -7174779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -7174776.500000 Penalty: 5321.301270
	Iteration 38Q: 3 clusters Score -7174776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -7174768.500000 Penalty: 5321.301270
	Iteration 39Q: 3 clusters Score -7174768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -7174761.000000 Penalty: 5321.301270
	Iteration 40F: 3 clusters Score -7174761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -7174761.000000 Penalty: 5321.301270
	Iteration 41Q: 3 clusters Score -7174761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -7174773.000000 Penalty: 5321.301270
	Iteration 42Q: 3 clusters Score -7174773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -7174772.000000 Penalty: 5321.301270
	Iteration 43Q: 3 clusters Score -7174772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -7174772.500000 Penalty: 5321.301270
	Iteration 44Q: 3 clusters Score -7174772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -7174774.500000 Penalty: 5321.301270
	Iteration 45Q: 3 clusters Score -7174774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -7174779.500000 Penalty: 5321.301270
	Iteration 46Q: 3 clusters Score -7174780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -7174769.500000 Penalty: 5321.301270
	Iteration 47Q: 3 clusters Score -7174770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -7174774.500000 Penalty: 5321.301270
	Iteration 48Q: 3 clusters Score -7174774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -7174778.000000 Penalty: 5321.301270
	Iteration 49Q: 3 clusters Score -7174778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -7174778.000000 Penalty: 5321.301270
	Iteration 50Q: 3 clusters Score -7174778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -7174778.000000 Penalty: 5321.301270
	Iteration 51F: 3 clusters Score -7174778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -604574.250000 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -604574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -600796.125000 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -600796.1 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -601774.625000 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -601774.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -602062.312500 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -602062.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -602303.187500 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -602303.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -602534.812500 Penalty: 4092.566650
	Iteration 4F: 3 clusters Score -602534.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -602724.187500 Penalty: 4092.566650
	Iteration 5F: 3 clusters Score -602724.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -602869.125000 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -602869.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -603012.375000 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -603012.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -603152.000000 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -603152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -603245.187500 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -603245.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -603310.937500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -603310.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -603355.937500 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -603355.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -603381.687500 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -603381.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -603405.250000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -603405.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -603426.562500 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -603426.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -603449.687500 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -603449.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -603466.687500 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -603466.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -603475.062500 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -603475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -603483.500000 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -603483.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -603489.437500 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -603489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -603493.062500 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -603493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -603496.750000 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -603496.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -603501.312500 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -603501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -603507.250000 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -603507.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -603523.500000 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -603523.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -603545.812500 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -603545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -603558.312500 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -603558.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -603571.750000 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -603571.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -603583.500000 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -603583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -603594.062500 Penalty: 4092.566650
	Iteration 29Q: 3 clusters Score -603594.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -603605.312500 Penalty: 4092.566650
	Iteration 30Q: 3 clusters Score -603605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -603607.375000 Penalty: 4092.566650
	Iteration 31Q: 3 clusters Score -603607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -603611.437500 Penalty: 4092.566650
	Iteration 32Q: 3 clusters Score -603611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -603612.500000 Penalty: 4092.566650
	Iteration 33Q: 3 clusters Score -603612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -603613.062500 Penalty: 4092.566650
	Iteration 34Q: 3 clusters Score -603613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -603613.500000 Penalty: 4092.566650
	Iteration 35Q: 3 clusters Score -603613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -603614.375000 Penalty: 4092.566650
	Iteration 36Q: 3 clusters Score -603614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -603614.375000 Penalty: 4092.566650
	Iteration 37F: 3 clusters Score -603614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -443041.250000 Penalty: 1975.799438
	Iteration 0F: 2 clusters Score -443041.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -439842.500000 Penalty: 3951.598877
	Iteration 0F: 3 clusters Score -439842.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -440578.218750 Penalty: 3951.598877
	Iteration 1F: 3 clusters Score -440578.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -440786.812500 Penalty: 3951.598877
	Iteration 2F: 3 clusters Score -440786.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -440922.906250 Penalty: 3951.598877
	Iteration 3Q: 3 clusters Score -440922.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -441029.625000 Penalty: 3951.598877
	Iteration 4Q: 3 clusters Score -441029.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -441133.468750 Penalty: 3951.598877
	Iteration 5Q: 3 clusters Score -441133.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -441210.906250 Penalty: 3951.598877
	Iteration 6Q: 3 clusters Score -441210.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -441278.875000 Penalty: 3951.598877
	Iteration 7Q: 3 clusters Score -441278.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -441330.093750 Penalty: 3951.598877
	Iteration 8Q: 3 clusters Score -441330.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -441363.656250 Penalty: 3951.598877
	Iteration 9Q: 3 clusters Score -441363.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -441387.000000 Penalty: 3951.598877
	Iteration 10Q: 3 clusters Score -441387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -441404.906250 Penalty: 3951.598877
	Iteration 11Q: 3 clusters Score -441404.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -441426.187500 Penalty: 3951.598877
	Iteration 12Q: 3 clusters Score -441426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -441452.843750 Penalty: 3951.598877
	Iteration 13Q: 3 clusters Score -441452.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -441483.531250 Penalty: 3951.598877
	Iteration 14Q: 3 clusters Score -441483.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -441512.125000 Penalty: 3951.598877
	Iteration 15Q: 3 clusters Score -441512.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -441542.375000 Penalty: 3951.598877
	Iteration 16Q: 3 clusters Score -441542.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -441565.187500 Penalty: 3951.598877
	Iteration 17Q: 3 clusters Score -441565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -441587.531250 Penalty: 3951.598877
	Iteration 18Q: 3 clusters Score -441587.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -441615.500000 Penalty: 3951.598877
	Iteration 19Q: 3 clusters Score -441615.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -441635.968750 Penalty: 3951.598877
	Iteration 20F: 3 clusters Score -441636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441659.062500 Penalty: 3951.598877
	Iteration 21Q: 3 clusters Score -441659.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -441680.000000 Penalty: 3951.598877
	Iteration 22Q: 3 clusters Score -441680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -441696.125000 Penalty: 3951.598877
	Iteration 23Q: 3 clusters Score -441696.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -441711.156250 Penalty: 3951.598877
	Iteration 24Q: 3 clusters Score -441711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -441727.593750 Penalty: 3951.598877
	Iteration 25Q: 3 clusters Score -441727.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -441742.468750 Penalty: 3951.598877
	Iteration 26Q: 3 clusters Score -441742.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -441758.968750 Penalty: 3951.598877
	Iteration 27Q: 3 clusters Score -441759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -441772.531250 Penalty: 3951.598877
	Iteration 28Q: 3 clusters Score -441772.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -441783.500000 Penalty: 3951.598877
	Iteration 29Q: 3 clusters Score -441783.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -441789.281250 Penalty: 3951.598877
	Iteration 30Q: 3 clusters Score -441789.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -441795.468750 Penalty: 3951.598877
	Iteration 31Q: 3 clusters Score -441795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -441802.187500 Penalty: 3951.598877
	Iteration 32Q: 3 clusters Score -441802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -441806.812500 Penalty: 3951.598877
	Iteration 33Q: 3 clusters Score -441806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -441811.062500 Penalty: 3951.598877
	Iteration 34Q: 3 clusters Score -441811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -441814.312500 Penalty: 3951.598877
	Iteration 35Q: 3 clusters Score -441814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -441819.843750 Penalty: 3951.598877
	Iteration 36Q: 3 clusters Score -441819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -441826.500000 Penalty: 3951.598877
	Iteration 37Q: 3 clusters Score -441826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -441831.125000 Penalty: 3951.598877
	Iteration 38Q: 3 clusters Score -441831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -441835.625000 Penalty: 3951.598877
	Iteration 39Q: 3 clusters Score -441835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -441841.750000 Penalty: 3951.598877
	Iteration 40F: 3 clusters Score -441841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -441849.406250 Penalty: 3951.598877
	Iteration 41Q: 3 clusters Score -441849.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -441861.125000 Penalty: 3951.598877
	Iteration 42Q: 3 clusters Score -441861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -441880.468750 Penalty: 3951.598877
	Iteration 43Q: 3 clusters Score -441880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -441891.343750 Penalty: 3951.598877
	Iteration 44Q: 3 clusters Score -441891.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -441904.125000 Penalty: 3951.598877
	Iteration 45Q: 3 clusters Score -441904.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -441922.375000 Penalty: 3951.598877
	Iteration 46Q: 3 clusters Score -441922.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -441932.218750 Penalty: 3951.598877
	Iteration 47Q: 3 clusters Score -441932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -441940.187500 Penalty: 3951.598877
	Iteration 48Q: 3 clusters Score -441940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -441948.093750 Penalty: 3951.598877
	Iteration 49Q: 3 clusters Score -441948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -441952.843750 Penalty: 3951.598877
	Iteration 50Q: 3 clusters Score -441952.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -441956.718750 Penalty: 3951.598877
	Iteration 51Q: 3 clusters Score -441956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -441959.468750 Penalty: 3951.598877
	Iteration 52Q: 3 clusters Score -441959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -441960.875000 Penalty: 3951.598877
	Iteration 53Q: 3 clusters Score -441960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -441961.406250 Penalty: 3951.598877
	Iteration 54Q: 3 clusters Score -441961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -441962.281250 Penalty: 3951.598877
	Iteration 55Q: 3 clusters Score -441962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -441962.281250 Penalty: 3951.598877
	Iteration 56F: 3 clusters Score -441962.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -958131.250000 Penalty: 2162.916992
	Iteration 0F: 2 clusters Score -958131.2 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 3090 members 
Entering Unmasked Estep 
Score: -952945.625000 Penalty: 4325.833984
	Iteration 0F: 3 clusters Score -952945.6 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -954389.375000 Penalty: 4325.833984
	Iteration 1F: 3 clusters Score -954389.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -954874.875000 Penalty: 4325.833984
	Iteration 2F: 3 clusters Score -954874.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -955273.687500 Penalty: 4325.833984
	Iteration 3F: 3 clusters Score -955273.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -955641.125000 Penalty: 4325.833984
	Iteration 4F: 3 clusters Score -955641.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -955996.437500 Penalty: 4325.833984
	Iteration 5F: 3 clusters Score -955996.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -956331.125000 Penalty: 4325.833984
	Iteration 6F: 3 clusters Score -956331.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -956645.687500 Penalty: 4325.833984
	Iteration 7F: 3 clusters Score -956645.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -956920.687500 Penalty: 4325.833984
	Iteration 8Q: 3 clusters Score -956920.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -957221.875000 Penalty: 4325.833984
	Iteration 9Q: 3 clusters Score -957221.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -957532.750000 Penalty: 4325.833984
	Iteration 10Q: 3 clusters Score -957532.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -957713.000000 Penalty: 4325.833984
	Iteration 11Q: 3 clusters Score -957713 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -957809.187500 Penalty: 4325.833984
	Iteration 12Q: 3 clusters Score -957809.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -957873.312500 Penalty: 4325.833984
	Iteration 13Q: 3 clusters Score -957873.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -957922.437500 Penalty: 4325.833984
	Iteration 14Q: 3 clusters Score -957922.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -957948.812500 Penalty: 4325.833984
	Iteration 15Q: 3 clusters Score -957948.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -957968.687500 Penalty: 4325.833984
	Iteration 16Q: 3 clusters Score -957968.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -957981.812500 Penalty: 4325.833984
	Iteration 17Q: 3 clusters Score -957981.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -957995.187500 Penalty: 4325.833984
	Iteration 18Q: 3 clusters Score -957995.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -958004.750000 Penalty: 4325.833984
	Iteration 19Q: 3 clusters Score -958004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -958009.937500 Penalty: 4325.833984
	Iteration 20F: 3 clusters Score -958009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -958012.875000 Penalty: 4325.833984
	Iteration 21Q: 3 clusters Score -958012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -958012.250000 Penalty: 4325.833984
	Iteration 22Q: 3 clusters Score -958012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -958011.187500 Penalty: 4325.833984
	Iteration 23Q: 3 clusters Score -958011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -958014.000000 Penalty: 4325.833984
	Iteration 24Q: 3 clusters Score -958014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -958014.187500 Penalty: 4325.833984
	Iteration 25Q: 3 clusters Score -958014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -958014.187500 Penalty: 4325.833984
	Iteration 26F: 3 clusters Score -958014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -373897.562500 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -373897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -370982.093750 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -370982.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -371599.937500 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -371599.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -371759.843750 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -371759.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -371864.687500 Penalty: 3878.140869
	Iteration 3Q: 3 clusters Score -371864.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -371952.500000 Penalty: 3878.140869
	Iteration 4Q: 3 clusters Score -371952.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -372026.906250 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -372026.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -372111.781250 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -372111.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -372201.406250 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -372201.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -372274.093750 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -372274.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -372341.843750 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -372341.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -372387.781250 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -372387.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -372428.875000 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -372428.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -372459.343750 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -372459.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -372479.343750 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -372479.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -372501.218750 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -372501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -372517.343750 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -372517.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -372536.781250 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -372536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -372550.343750 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -372550.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -372566.968750 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -372567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -372585.406250 Penalty: 3878.140869
	Iteration 19Q: 3 clusters Score -372585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -372594.906250 Penalty: 3878.140869
	Iteration 20F: 3 clusters Score -372594.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -372609.125000 Penalty: 3878.140869
	Iteration 21Q: 3 clusters Score -372609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -372621.500000 Penalty: 3878.140869
	Iteration 22Q: 3 clusters Score -372621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -372626.375000 Penalty: 3878.140869
	Iteration 23Q: 3 clusters Score -372626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -372631.343750 Penalty: 3878.140869
	Iteration 24Q: 3 clusters Score -372631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -372636.875000 Penalty: 3878.140869
	Iteration 25Q: 3 clusters Score -372636.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -372641.843750 Penalty: 3878.140869
	Iteration 26Q: 3 clusters Score -372641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -372644.968750 Penalty: 3878.140869
	Iteration 27Q: 3 clusters Score -372645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -372647.500000 Penalty: 3878.140869
	Iteration 28Q: 3 clusters Score -372647.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -372652.000000 Penalty: 3878.140869
	Iteration 29Q: 3 clusters Score -372652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -372654.750000 Penalty: 3878.140869
	Iteration 30Q: 3 clusters Score -372654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -372656.500000 Penalty: 3878.140869
	Iteration 31Q: 3 clusters Score -372656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -372656.906250 Penalty: 3878.140869
	Iteration 32Q: 3 clusters Score -372656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -372658.812500 Penalty: 3878.140869
	Iteration 33Q: 3 clusters Score -372658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -372660.437500 Penalty: 3878.140869
	Iteration 34Q: 3 clusters Score -372660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -372662.750000 Penalty: 3878.140869
	Iteration 35Q: 3 clusters Score -372662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -372668.031250 Penalty: 3878.140869
	Iteration 36Q: 3 clusters Score -372668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -372670.937500 Penalty: 3878.140869
	Iteration 37Q: 3 clusters Score -372670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -372673.031250 Penalty: 3878.140869
	Iteration 38Q: 3 clusters Score -372673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -372675.125000 Penalty: 3878.140869
	Iteration 39Q: 3 clusters Score -372675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -372680.281250 Penalty: 3878.140869
	Iteration 40F: 3 clusters Score -372680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -372686.593750 Penalty: 3878.140869
	Iteration 41Q: 3 clusters Score -372686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -372692.906250 Penalty: 3878.140869
	Iteration 42Q: 3 clusters Score -372692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -372698.750000 Penalty: 3878.140869
	Iteration 43Q: 3 clusters Score -372698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -372706.500000 Penalty: 3878.140869
	Iteration 44Q: 3 clusters Score -372706.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -372715.125000 Penalty: 3878.140869
	Iteration 45Q: 3 clusters Score -372715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -372720.250000 Penalty: 3878.140869
	Iteration 46Q: 3 clusters Score -372720.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -372728.750000 Penalty: 3878.140869
	Iteration 47Q: 3 clusters Score -372728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -372741.000000 Penalty: 3878.140869
	Iteration 48Q: 3 clusters Score -372741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -372750.468750 Penalty: 3878.140869
	Iteration 49Q: 3 clusters Score -372750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -372756.500000 Penalty: 3878.140869
	Iteration 50Q: 3 clusters Score -372756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -372760.906250 Penalty: 3878.140869
	Iteration 51Q: 3 clusters Score -372760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -372761.281250 Penalty: 3878.140869
	Iteration 52Q: 3 clusters Score -372761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -372762.187500 Penalty: 3878.140869
	Iteration 53Q: 3 clusters Score -372762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -372765.343750 Penalty: 3878.140869
	Iteration 54Q: 3 clusters Score -372765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -372767.562500 Penalty: 3878.140869
	Iteration 55Q: 3 clusters Score -372767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -372767.562500 Penalty: 3878.140869
	Iteration 56F: 3 clusters Score -372767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -454584.625000 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -454584.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -451337.687500 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -451337.7 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -452062.562500 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -452062.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -452245.218750 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -452245.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -452336.625000 Penalty: 3957.412354
	Iteration 3Q: 3 clusters Score -452336.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -452413.062500 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -452413.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -452471.406250 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -452471.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -452516.906250 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -452516.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -452559.968750 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -452560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -452606.687500 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -452606.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -452652.312500 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -452652.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -452701.718750 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -452701.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -452747.250000 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -452747.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -452796.562500 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -452796.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -452844.906250 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -452844.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -452894.031250 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -452894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -452955.406250 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -452955.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -453013.812500 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -453013.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -453055.625000 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -453055.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -453081.843750 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -453081.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -453099.687500 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -453099.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -453110.750000 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -453110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -453126.218750 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -453126.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -453142.937500 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -453142.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -453161.625000 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -453161.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -453178.656250 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -453178.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -453192.687500 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -453192.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -453204.031250 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -453204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -453210.406250 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -453210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -453216.031250 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -453216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -453223.093750 Penalty: 3957.412354
	Iteration 29Q: 3 clusters Score -453223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -453228.281250 Penalty: 3957.412354
	Iteration 30Q: 3 clusters Score -453228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -453234.093750 Penalty: 3957.412354
	Iteration 31Q: 3 clusters Score -453234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -453237.406250 Penalty: 3957.412354
	Iteration 32Q: 3 clusters Score -453237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -453239.875000 Penalty: 3957.412354
	Iteration 33Q: 3 clusters Score -453239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -453240.375000 Penalty: 3957.412354
	Iteration 34Q: 3 clusters Score -453240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -453242.250000 Penalty: 3957.412354
	Iteration 35Q: 3 clusters Score -453242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -453242.375000 Penalty: 3957.412354
	Iteration 36Q: 3 clusters Score -453242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -453243.906250 Penalty: 3957.412354
	Iteration 37Q: 3 clusters Score -453243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -453243.906250 Penalty: 3957.412354
	Iteration 38F: 3 clusters Score -453243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Entering Unmasked Estep 
Score: -892191.437500 Penalty: 2150.138672
	Iteration 0F: 2 clusters Score -892191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -887101.125000 Penalty: 4300.277344
	Iteration 0F: 3 clusters Score -887101.1 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -888461.937500 Penalty: 4300.277344
	Iteration 1F: 3 clusters Score -888461.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -888805.437500 Penalty: 4300.277344
	Iteration 2F: 3 clusters Score -888805.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -889095.750000 Penalty: 4300.277344
	Iteration 3F: 3 clusters Score -889095.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -889361.250000 Penalty: 4300.277344
	Iteration 4F: 3 clusters Score -889361.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -889573.875000 Penalty: 4300.277344
	Iteration 5Q: 3 clusters Score -889573.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -889725.375000 Penalty: 4300.277344
	Iteration 6Q: 3 clusters Score -889725.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -889867.187500 Penalty: 4300.277344
	Iteration 7Q: 3 clusters Score -889867.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -889996.687500 Penalty: 4300.277344
	Iteration 8Q: 3 clusters Score -889996.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -890094.687500 Penalty: 4300.277344
	Iteration 9Q: 3 clusters Score -890094.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -890175.250000 Penalty: 4300.277344
	Iteration 10Q: 3 clusters Score -890175.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -890249.500000 Penalty: 4300.277344
	Iteration 11Q: 3 clusters Score -890249.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -890306.750000 Penalty: 4300.277344
	Iteration 12Q: 3 clusters Score -890306.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -890352.937500 Penalty: 4300.277344
	Iteration 13Q: 3 clusters Score -890352.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -890385.437500 Penalty: 4300.277344
	Iteration 14Q: 3 clusters Score -890385.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -890419.187500 Penalty: 4300.277344
	Iteration 15Q: 3 clusters Score -890419.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -890468.937500 Penalty: 4300.277344
	Iteration 16Q: 3 clusters Score -890468.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -890540.125000 Penalty: 4300.277344
	Iteration 17Q: 3 clusters Score -890540.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -890595.437500 Penalty: 4300.277344
	Iteration 18Q: 3 clusters Score -890595.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -890631.187500 Penalty: 4300.277344
	Iteration 19Q: 3 clusters Score -890631.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -890663.687500 Penalty: 4300.277344
	Iteration 20F: 3 clusters Score -890663.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -890693.937500 Penalty: 4300.277344
	Iteration 21Q: 3 clusters Score -890693.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -890723.312500 Penalty: 4300.277344
	Iteration 22Q: 3 clusters Score -890723.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -890743.812500 Penalty: 4300.277344
	Iteration 23Q: 3 clusters Score -890743.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -890756.250000 Penalty: 4300.277344
	Iteration 24Q: 3 clusters Score -890756.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -890766.437500 Penalty: 4300.277344
	Iteration 25Q: 3 clusters Score -890766.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -890780.187500 Penalty: 4300.277344
	Iteration 26Q: 3 clusters Score -890780.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -890792.687500 Penalty: 4300.277344
	Iteration 27Q: 3 clusters Score -890792.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -890804.000000 Penalty: 4300.277344
	Iteration 28Q: 3 clusters Score -890804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -890810.937500 Penalty: 4300.277344
	Iteration 29Q: 3 clusters Score -890810.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -890816.812500 Penalty: 4300.277344
	Iteration 30Q: 3 clusters Score -890816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -890822.687500 Penalty: 4300.277344
	Iteration 31Q: 3 clusters Score -890822.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -890828.187500 Penalty: 4300.277344
	Iteration 32Q: 3 clusters Score -890828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -890830.625000 Penalty: 4300.277344
	Iteration 33Q: 3 clusters Score -890830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -890832.937500 Penalty: 4300.277344
	Iteration 34Q: 3 clusters Score -890832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -890834.500000 Penalty: 4300.277344
	Iteration 35Q: 3 clusters Score -890834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -890834.000000 Penalty: 4300.277344
	Iteration 36Q: 3 clusters Score -890834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -890836.562500 Penalty: 4300.277344
	Iteration 37Q: 3 clusters Score -890836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -890837.750000 Penalty: 4300.277344
	Iteration 38Q: 3 clusters Score -890837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -890837.875000 Penalty: 4300.277344
	Iteration 39Q: 3 clusters Score -890837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -890839.125000 Penalty: 4300.277344
	Iteration 40F: 3 clusters Score -890839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -890840.812500 Penalty: 4300.277344
	Iteration 41Q: 3 clusters Score -890840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -890842.750000 Penalty: 4300.277344
	Iteration 42Q: 3 clusters Score -890842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -890845.187500 Penalty: 4300.277344
	Iteration 43Q: 3 clusters Score -890845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -890845.625000 Penalty: 4300.277344
	Iteration 44Q: 3 clusters Score -890845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -890846.687500 Penalty: 4300.277344
	Iteration 45Q: 3 clusters Score -890846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -890847.250000 Penalty: 4300.277344
	Iteration 46Q: 3 clusters Score -890847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -890847.937500 Penalty: 4300.277344
	Iteration 47Q: 3 clusters Score -890847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -890849.250000 Penalty: 4300.277344
	Iteration 48Q: 3 clusters Score -890849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -890848.875000 Penalty: 4300.277344
	Iteration 49Q: 3 clusters Score -890848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -890850.812500 Penalty: 4300.277344
	Iteration 50Q: 3 clusters Score -890850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -890849.687500 Penalty: 4300.277344
	Iteration 51Q: 3 clusters Score -890849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -890849.875000 Penalty: 4300.277344
	Iteration 52Q: 3 clusters Score -890849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -890849.875000 Penalty: 4300.277344
	Iteration 53F: 3 clusters Score -890849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Entering Unmasked Estep 
Score: -1375832.000000 Penalty: 2246.038330
	Iteration 0F: 2 clusters Score -1375832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1369030.375000 Penalty: 4492.076660
	Iteration 0F: 3 clusters Score -1369030 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1370872.125000 Penalty: 4492.076660
	Iteration 1F: 3 clusters Score -1370872 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1371127.875000 Penalty: 4492.076660
	Iteration 2F: 3 clusters Score -1371128 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1371319.500000 Penalty: 4492.076660
	Iteration 3F: 3 clusters Score -1371320 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1371463.750000 Penalty: 4492.076660
	Iteration 4Q: 3 clusters Score -1371464 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1371572.750000 Penalty: 4492.076660
	Iteration 5Q: 3 clusters Score -1371573 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1371665.750000 Penalty: 4492.076660
	Iteration 6Q: 3 clusters Score -1371666 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1371770.250000 Penalty: 4492.076660
	Iteration 7Q: 3 clusters Score -1371770 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1371873.000000 Penalty: 4492.076660
	Iteration 8Q: 3 clusters Score -1371873 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1371988.500000 Penalty: 4492.076660
	Iteration 9Q: 3 clusters Score -1371988 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1372135.625000 Penalty: 4492.076660
	Iteration 10Q: 3 clusters Score -1372136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1372280.750000 Penalty: 4492.076660
	Iteration 11Q: 3 clusters Score -1372281 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1372430.500000 Penalty: 4492.076660
	Iteration 12Q: 3 clusters Score -1372430 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1372572.625000 Penalty: 4492.076660
	Iteration 13Q: 3 clusters Score -1372573 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1372678.875000 Penalty: 4492.076660
	Iteration 14Q: 3 clusters Score -1372679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1372756.125000 Penalty: 4492.076660
	Iteration 15Q: 3 clusters Score -1372756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1372828.250000 Penalty: 4492.076660
	Iteration 16Q: 3 clusters Score -1372828 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1372909.250000 Penalty: 4492.076660
	Iteration 17Q: 3 clusters Score -1372909 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1372983.375000 Penalty: 4492.076660
	Iteration 18Q: 3 clusters Score -1372983 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1373061.125000 Penalty: 4492.076660
	Iteration 19Q: 3 clusters Score -1373061 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1373150.625000 Penalty: 4492.076660
	Iteration 20F: 3 clusters Score -1373151 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1373230.875000 Penalty: 4492.076660
	Iteration 21Q: 3 clusters Score -1373231 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1373305.375000 Penalty: 4492.076660
	Iteration 22Q: 3 clusters Score -1373305 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1373365.875000 Penalty: 4492.076660
	Iteration 23Q: 3 clusters Score -1373366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1373428.125000 Penalty: 4492.076660
	Iteration 24Q: 3 clusters Score -1373428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1373473.000000 Penalty: 4492.076660
	Iteration 25Q: 3 clusters Score -1373473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1373524.875000 Penalty: 4492.076660
	Iteration 26Q: 3 clusters Score -1373525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1373566.625000 Penalty: 4492.076660
	Iteration 27Q: 3 clusters Score -1373567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1373587.375000 Penalty: 4492.076660
	Iteration 28Q: 3 clusters Score -1373587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1373617.750000 Penalty: 4492.076660
	Iteration 29Q: 3 clusters Score -1373618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1373643.500000 Penalty: 4492.076660
	Iteration 30Q: 3 clusters Score -1373644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1373665.375000 Penalty: 4492.076660
	Iteration 31Q: 3 clusters Score -1373665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1373684.750000 Penalty: 4492.076660
	Iteration 32Q: 3 clusters Score -1373685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1373701.875000 Penalty: 4492.076660
	Iteration 33Q: 3 clusters Score -1373702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1373721.625000 Penalty: 4492.076660
	Iteration 34Q: 3 clusters Score -1373722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1373740.750000 Penalty: 4492.076660
	Iteration 35Q: 3 clusters Score -1373741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1373762.375000 Penalty: 4492.076660
	Iteration 36Q: 3 clusters Score -1373762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1373780.625000 Penalty: 4492.076660
	Iteration 37Q: 3 clusters Score -1373781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1373788.875000 Penalty: 4492.076660
	Iteration 38Q: 3 clusters Score -1373789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1373799.375000 Penalty: 4492.076660
	Iteration 39Q: 3 clusters Score -1373799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1373806.625000 Penalty: 4492.076660
	Iteration 40F: 3 clusters Score -1373807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1373810.375000 Penalty: 4492.076660
	Iteration 41Q: 3 clusters Score -1373810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1373819.000000 Penalty: 4492.076660
	Iteration 42Q: 3 clusters Score -1373819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1373825.500000 Penalty: 4492.076660
	Iteration 43Q: 3 clusters Score -1373826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1373832.000000 Penalty: 4492.076660
	Iteration 44Q: 3 clusters Score -1373832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1373832.875000 Penalty: 4492.076660
	Iteration 45Q: 3 clusters Score -1373833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1373836.250000 Penalty: 4492.076660
	Iteration 46Q: 3 clusters Score -1373836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1373838.500000 Penalty: 4492.076660
	Iteration 47Q: 3 clusters Score -1373838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1373841.875000 Penalty: 4492.076660
	Iteration 48Q: 3 clusters Score -1373842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1373842.750000 Penalty: 4492.076660
	Iteration 49Q: 3 clusters Score -1373843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1373848.875000 Penalty: 4492.076660
	Iteration 50Q: 3 clusters Score -1373849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1373852.875000 Penalty: 4492.076660
	Iteration 51Q: 3 clusters Score -1373853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1373855.750000 Penalty: 4492.076660
	Iteration 52Q: 3 clusters Score -1373856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1373860.875000 Penalty: 4492.076660
	Iteration 53Q: 3 clusters Score -1373861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1373860.125000 Penalty: 4492.076660
	Iteration 54Q: 3 clusters Score -1373860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1373860.125000 Penalty: 4492.076660
	Iteration 55F: 3 clusters Score -1373860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Entering Unmasked Estep 
Score: -610014.562500 Penalty: 2059.943848
	Iteration 0F: 2 clusters Score -610014.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -606097.562500 Penalty: 4119.887695
	Iteration 0F: 3 clusters Score -606097.6 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -607008.250000 Penalty: 4119.887695
	Iteration 1F: 3 clusters Score -607008.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -607213.625000 Penalty: 4119.887695
	Iteration 2F: 3 clusters Score -607213.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -607343.937500 Penalty: 4119.887695
	Iteration 3F: 3 clusters Score -607343.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -607446.062500 Penalty: 4119.887695
	Iteration 4Q: 3 clusters Score -607446.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -607509.375000 Penalty: 4119.887695
	Iteration 5Q: 3 clusters Score -607509.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -607568.000000 Penalty: 4119.887695
	Iteration 6Q: 3 clusters Score -607568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -607618.500000 Penalty: 4119.887695
	Iteration 7Q: 3 clusters Score -607618.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -607672.875000 Penalty: 4119.887695
	Iteration 8Q: 3 clusters Score -607672.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -607727.250000 Penalty: 4119.887695
	Iteration 9Q: 3 clusters Score -607727.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -607777.687500 Penalty: 4119.887695
	Iteration 10Q: 3 clusters Score -607777.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -607831.312500 Penalty: 4119.887695
	Iteration 11Q: 3 clusters Score -607831.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -607876.375000 Penalty: 4119.887695
	Iteration 12Q: 3 clusters Score -607876.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -607924.812500 Penalty: 4119.887695
	Iteration 13Q: 3 clusters Score -607924.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -607966.000000 Penalty: 4119.887695
	Iteration 14Q: 3 clusters Score -607966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -608009.937500 Penalty: 4119.887695
	Iteration 15Q: 3 clusters Score -608009.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -608046.062500 Penalty: 4119.887695
	Iteration 16Q: 3 clusters Score -608046.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -608080.937500 Penalty: 4119.887695
	Iteration 17Q: 3 clusters Score -608080.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -608122.687500 Penalty: 4119.887695
	Iteration 18Q: 3 clusters Score -608122.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -608157.562500 Penalty: 4119.887695
	Iteration 19Q: 3 clusters Score -608157.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -608186.125000 Penalty: 4119.887695
	Iteration 20F: 3 clusters Score -608186.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -608229.125000 Penalty: 4119.887695
	Iteration 21Q: 3 clusters Score -608229.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -608257.875000 Penalty: 4119.887695
	Iteration 22Q: 3 clusters Score -608257.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -608270.312500 Penalty: 4119.887695
	Iteration 23Q: 3 clusters Score -608270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -608284.437500 Penalty: 4119.887695
	Iteration 24Q: 3 clusters Score -608284.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -608300.562500 Penalty: 4119.887695
	Iteration 25Q: 3 clusters Score -608300.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -608315.812500 Penalty: 4119.887695
	Iteration 26Q: 3 clusters Score -608315.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -608326.062500 Penalty: 4119.887695
	Iteration 27Q: 3 clusters Score -608326.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -608341.375000 Penalty: 4119.887695
	Iteration 28Q: 3 clusters Score -608341.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -608356.062500 Penalty: 4119.887695
	Iteration 29Q: 3 clusters Score -608356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -608369.937500 Penalty: 4119.887695
	Iteration 30Q: 3 clusters Score -608369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -608380.812500 Penalty: 4119.887695
	Iteration 31Q: 3 clusters Score -608380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -608388.437500 Penalty: 4119.887695
	Iteration 32Q: 3 clusters Score -608388.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -608394.812500 Penalty: 4119.887695
	Iteration 33Q: 3 clusters Score -608394.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -608403.187500 Penalty: 4119.887695
	Iteration 34Q: 3 clusters Score -608403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -608407.687500 Penalty: 4119.887695
	Iteration 35Q: 3 clusters Score -608407.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -608413.062500 Penalty: 4119.887695
	Iteration 36Q: 3 clusters Score -608413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -608415.937500 Penalty: 4119.887695
	Iteration 37Q: 3 clusters Score -608415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -608415.937500 Penalty: 4119.887695
	Iteration 38Q: 3 clusters Score -608415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -608415.750000 Penalty: 4119.887695
	Iteration 39Q: 3 clusters Score -608415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -608416.812500 Penalty: 4119.887695
	Iteration 40F: 3 clusters Score -608416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -608417.687500 Penalty: 4119.887695
	Iteration 41Q: 3 clusters Score -608417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -608418.687500 Penalty: 4119.887695
	Iteration 42Q: 3 clusters Score -608418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -608418.687500 Penalty: 4119.887695
	Iteration 43F: 3 clusters Score -608418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -827567.875000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -827567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -822821.812500 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -822821.8 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -824075.625000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -824075.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -824419.250000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -824419.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -824706.125000 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -824706.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -824940.812500 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -824940.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -825164.562500 Penalty: 4263.709961
	Iteration 5Q: 3 clusters Score -825164.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -825380.062500 Penalty: 4263.709961
	Iteration 6Q: 3 clusters Score -825380.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -825584.187500 Penalty: 4263.709961
	Iteration 7Q: 3 clusters Score -825584.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -825765.937500 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -825765.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -825929.687500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -825929.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -826053.250000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -826053.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -826154.937500 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -826154.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -826211.875000 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -826211.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -826258.625000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -826258.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -826301.875000 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -826301.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -826355.062500 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -826355.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -826397.562500 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -826397.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -826457.312500 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -826457.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -826521.062500 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -826521.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -826587.750000 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -826587.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -826660.375000 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -826660.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -826749.500000 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -826749.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -826835.687500 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -826835.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -826915.437500 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -826915.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -826973.187500 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -826973.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -827010.562500 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -827010.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -827035.250000 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -827035.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -827057.125000 Penalty: 4263.709961
	Iteration 27Q: 3 clusters Score -827057.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -827080.312500 Penalty: 4263.709961
	Iteration 28Q: 3 clusters Score -827080.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -827104.812500 Penalty: 4263.709961
	Iteration 29Q: 3 clusters Score -827104.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -827124.500000 Penalty: 4263.709961
	Iteration 30Q: 3 clusters Score -827124.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -827147.312500 Penalty: 4263.709961
	Iteration 31Q: 3 clusters Score -827147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -827163.875000 Penalty: 4263.709961
	Iteration 32Q: 3 clusters Score -827163.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -827177.250000 Penalty: 4263.709961
	Iteration 33Q: 3 clusters Score -827177.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -827192.375000 Penalty: 4263.709961
	Iteration 34Q: 3 clusters Score -827192.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -827201.562500 Penalty: 4263.709961
	Iteration 35Q: 3 clusters Score -827201.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -827209.000000 Penalty: 4263.709961
	Iteration 36Q: 3 clusters Score -827209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -827219.937500 Penalty: 4263.709961
	Iteration 37Q: 3 clusters Score -827219.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -827226.437500 Penalty: 4263.709961
	Iteration 38Q: 3 clusters Score -827226.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -827235.375000 Penalty: 4263.709961
	Iteration 39Q: 3 clusters Score -827235.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -827241.625000 Penalty: 4263.709961
	Iteration 40F: 3 clusters Score -827241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -827245.375000 Penalty: 4263.709961
	Iteration 41Q: 3 clusters Score -827245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -827250.312500 Penalty: 4263.709961
	Iteration 42Q: 3 clusters Score -827250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -827250.375000 Penalty: 4263.709961
	Iteration 43Q: 3 clusters Score -827250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -827253.125000 Penalty: 4263.709961
	Iteration 44Q: 3 clusters Score -827253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -827255.937500 Penalty: 4263.709961
	Iteration 45Q: 3 clusters Score -827255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -827258.187500 Penalty: 4263.709961
	Iteration 46Q: 3 clusters Score -827258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -827259.000000 Penalty: 4263.709961
	Iteration 47Q: 3 clusters Score -827259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -827256.500000 Penalty: 4263.709961
	Iteration 48Q: 3 clusters Score -827256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -827256.437500 Penalty: 4263.709961
	Iteration 49Q: 3 clusters Score -827256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -827258.187500 Penalty: 4263.709961
	Iteration 50Q: 3 clusters Score -827258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -827258.125000 Penalty: 4263.709961
	Iteration 51Q: 3 clusters Score -827258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -827257.625000 Penalty: 4263.709961
	Iteration 52Q: 3 clusters Score -827257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -827258.562500 Penalty: 4263.709961
	Iteration 53Q: 3 clusters Score -827258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -827259.000000 Penalty: 4263.709961
	Iteration 54Q: 3 clusters Score -827259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -827259.937500 Penalty: 4263.709961
	Iteration 55Q: 3 clusters Score -827259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -827259.937500 Penalty: 4263.709961
	Iteration 56F: 3 clusters Score -827259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -926237.812500 Penalty: 2157.975098
	Iteration 0F: 2 clusters Score -926237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -921065.312500 Penalty: 4315.950195
	Iteration 0F: 3 clusters Score -921065.3 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -922376.937500 Penalty: 4315.950195
	Iteration 1F: 3 clusters Score -922376.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -922597.125000 Penalty: 4315.950195
	Iteration 2F: 3 clusters Score -922597.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -922744.937500 Penalty: 4315.950195
	Iteration 3Q: 3 clusters Score -922744.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -922892.812500 Penalty: 4315.950195
	Iteration 4Q: 3 clusters Score -922892.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -923026.687500 Penalty: 4315.950195
	Iteration 5Q: 3 clusters Score -923026.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -923166.187500 Penalty: 4315.950195
	Iteration 6Q: 3 clusters Score -923166.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -923337.875000 Penalty: 4315.950195
	Iteration 7Q: 3 clusters Score -923337.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -923531.562500 Penalty: 4315.950195
	Iteration 8Q: 3 clusters Score -923531.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -923745.625000 Penalty: 4315.950195
	Iteration 9Q: 3 clusters Score -923745.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -924037.125000 Penalty: 4315.950195
	Iteration 10Q: 3 clusters Score -924037.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -924345.312500 Penalty: 4315.950195
	Iteration 11F: 3 clusters Score -924345.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -924564.062500 Penalty: 4315.950195
	Iteration 12Q: 3 clusters Score -924564.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -924732.687500 Penalty: 4315.950195
	Iteration 13Q: 3 clusters Score -924732.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -924854.687500 Penalty: 4315.950195
	Iteration 14Q: 3 clusters Score -924854.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -924950.500000 Penalty: 4315.950195
	Iteration 15Q: 3 clusters Score -924950.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -925010.750000 Penalty: 4315.950195
	Iteration 16Q: 3 clusters Score -925010.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -925077.687500 Penalty: 4315.950195
	Iteration 17Q: 3 clusters Score -925077.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -925131.812500 Penalty: 4315.950195
	Iteration 18Q: 3 clusters Score -925131.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -925173.125000 Penalty: 4315.950195
	Iteration 19Q: 3 clusters Score -925173.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -925208.187500 Penalty: 4315.950195
	Iteration 20F: 3 clusters Score -925208.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -925234.937500 Penalty: 4315.950195
	Iteration 21Q: 3 clusters Score -925234.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -925258.750000 Penalty: 4315.950195
	Iteration 22Q: 3 clusters Score -925258.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -925278.187500 Penalty: 4315.950195
	Iteration 23Q: 3 clusters Score -925278.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -925291.562500 Penalty: 4315.950195
	Iteration 24Q: 3 clusters Score -925291.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -925305.500000 Penalty: 4315.950195
	Iteration 25Q: 3 clusters Score -925305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -925315.562500 Penalty: 4315.950195
	Iteration 26Q: 3 clusters Score -925315.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -925325.375000 Penalty: 4315.950195
	Iteration 27Q: 3 clusters Score -925325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -925332.250000 Penalty: 4315.950195
	Iteration 28Q: 3 clusters Score -925332.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -925335.750000 Penalty: 4315.950195
	Iteration 29Q: 3 clusters Score -925335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -925338.562500 Penalty: 4315.950195
	Iteration 30Q: 3 clusters Score -925338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -925340.625000 Penalty: 4315.950195
	Iteration 31Q: 3 clusters Score -925340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -925340.437500 Penalty: 4315.950195
	Iteration 32Q: 3 clusters Score -925340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -925341.937500 Penalty: 4315.950195
	Iteration 33Q: 3 clusters Score -925341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -925343.812500 Penalty: 4315.950195
	Iteration 34Q: 3 clusters Score -925343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -925344.375000 Penalty: 4315.950195
	Iteration 35Q: 3 clusters Score -925344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -925346.875000 Penalty: 4315.950195
	Iteration 36Q: 3 clusters Score -925346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -925347.625000 Penalty: 4315.950195
	Iteration 37Q: 3 clusters Score -925347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -925351.500000 Penalty: 4315.950195
	Iteration 38Q: 3 clusters Score -925351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -925352.812500 Penalty: 4315.950195
	Iteration 39Q: 3 clusters Score -925352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -925353.375000 Penalty: 4315.950195
	Iteration 40F: 3 clusters Score -925353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -925352.562500 Penalty: 4315.950195
	Iteration 41Q: 3 clusters Score -925352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -925352.562500 Penalty: 4315.950195
	Iteration 42F: 3 clusters Score -925352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Entering Unmasked Estep 
Score: -915068.000000 Penalty: 2159.004395
	Iteration 0F: 2 clusters Score -915068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -909890.312500 Penalty: 4318.008789
	Iteration 0F: 3 clusters Score -909890.3 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -911197.250000 Penalty: 4318.008789
	Iteration 1F: 3 clusters Score -911197.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -911445.375000 Penalty: 4318.008789
	Iteration 2F: 3 clusters Score -911445.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -911617.687500 Penalty: 4318.008789
	Iteration 3F: 3 clusters Score -911617.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -911721.000000 Penalty: 4318.008789
	Iteration 4Q: 3 clusters Score -911721 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -911819.375000 Penalty: 4318.008789
	Iteration 5Q: 3 clusters Score -911819.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -911901.437500 Penalty: 4318.008789
	Iteration 6Q: 3 clusters Score -911901.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -911965.812500 Penalty: 4318.008789
	Iteration 7Q: 3 clusters Score -911965.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -912014.125000 Penalty: 4318.008789
	Iteration 8Q: 3 clusters Score -912014.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -912056.187500 Penalty: 4318.008789
	Iteration 9Q: 3 clusters Score -912056.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -912095.750000 Penalty: 4318.008789
	Iteration 10Q: 3 clusters Score -912095.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -912145.250000 Penalty: 4318.008789
	Iteration 11Q: 3 clusters Score -912145.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -912201.937500 Penalty: 4318.008789
	Iteration 12Q: 3 clusters Score -912201.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -912249.812500 Penalty: 4318.008789
	Iteration 13Q: 3 clusters Score -912249.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -912298.812500 Penalty: 4318.008789
	Iteration 14Q: 3 clusters Score -912298.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -912344.937500 Penalty: 4318.008789
	Iteration 15Q: 3 clusters Score -912344.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -912398.437500 Penalty: 4318.008789
	Iteration 16Q: 3 clusters Score -912398.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -912452.562500 Penalty: 4318.008789
	Iteration 17Q: 3 clusters Score -912452.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -912506.125000 Penalty: 4318.008789
	Iteration 18Q: 3 clusters Score -912506.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -912578.375000 Penalty: 4318.008789
	Iteration 19Q: 3 clusters Score -912578.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -912668.625000 Penalty: 4318.008789
	Iteration 20F: 3 clusters Score -912668.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -912784.687500 Penalty: 4318.008789
	Iteration 21Q: 3 clusters Score -912784.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -912943.187500 Penalty: 4318.008789
	Iteration 22Q: 3 clusters Score -912943.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -913158.062500 Penalty: 4318.008789
	Iteration 23Q: 3 clusters Score -913158.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -913406.000000 Penalty: 4318.008789
	Iteration 24Q: 3 clusters Score -913406 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -913701.937500 Penalty: 4318.008789
	Iteration 25Q: 3 clusters Score -913701.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -914024.000000 Penalty: 4318.008789
	Iteration 26Q: 3 clusters Score -914024 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -914252.500000 Penalty: 4318.008789
	Iteration 27Q: 3 clusters Score -914252.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -914374.062500 Penalty: 4318.008789
	Iteration 28Q: 3 clusters Score -914374.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -914424.937500 Penalty: 4318.008789
	Iteration 29Q: 3 clusters Score -914424.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -914445.687500 Penalty: 4318.008789
	Iteration 30Q: 3 clusters Score -914445.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -914458.000000 Penalty: 4318.008789
	Iteration 31Q: 3 clusters Score -914458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -914458.562500 Penalty: 4318.008789
	Iteration 32Q: 3 clusters Score -914458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -914461.562500 Penalty: 4318.008789
	Iteration 33Q: 3 clusters Score -914461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -914462.375000 Penalty: 4318.008789
	Iteration 34Q: 3 clusters Score -914462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -914463.750000 Penalty: 4318.008789
	Iteration 35Q: 3 clusters Score -914463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -914464.875000 Penalty: 4318.008789
	Iteration 36Q: 3 clusters Score -914464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -914466.250000 Penalty: 4318.008789
	Iteration 37F: 3 clusters Score -914466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -914465.937500 Penalty: 4318.008789
	Iteration 38Q: 3 clusters Score -914465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -914467.062500 Penalty: 4318.008789
	Iteration 39Q: 3 clusters Score -914467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -914467.375000 Penalty: 4318.008789
	Iteration 40F: 3 clusters Score -914467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -914468.062500 Penalty: 4318.008789
	Iteration 41Q: 3 clusters Score -914468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -914468.062500 Penalty: 4318.008789
	Iteration 42F: 3 clusters Score -914468.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -47070.593750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -47070.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45782.492188 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45782.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45890.710938 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45890.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45921.171875 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -45921.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45927.812500 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45927.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45927.812500 Penalty: 2868.777344
	Iteration 4F: 3 clusters Score -45927.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -45452.960938 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -45452.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44191.386719 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -44191.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44352.351562 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -44352.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -44414.601562 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -44414.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44464.292969 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -44464.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44496.835938 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -44496.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -44515.726562 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -44515.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -44538.625000 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -44538.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -44540.472656 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -44540.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44541.531250 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -44541.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -44541.531250 Penalty: 2871.820312
	Iteration 9F: 3 clusters Score -44541.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -499048.937500 Penalty: 2007.859741
	Iteration 0F: 2 clusters Score -499048.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -495615.343750 Penalty: 4015.719482
	Iteration 0F: 3 clusters Score -495615.3 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -496417.281250 Penalty: 4015.719482
	Iteration 1F: 3 clusters Score -496417.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -496597.343750 Penalty: 4015.719482
	Iteration 2F: 3 clusters Score -496597.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -496691.437500 Penalty: 4015.719482
	Iteration 3Q: 3 clusters Score -496691.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -496740.312500 Penalty: 4015.719482
	Iteration 4Q: 3 clusters Score -496740.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -496774.593750 Penalty: 4015.719482
	Iteration 5Q: 3 clusters Score -496774.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -496800.218750 Penalty: 4015.719482
	Iteration 6Q: 3 clusters Score -496800.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -496818.281250 Penalty: 4015.719482
	Iteration 7Q: 3 clusters Score -496818.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -496832.375000 Penalty: 4015.719482
	Iteration 8Q: 3 clusters Score -496832.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -496841.968750 Penalty: 4015.719482
	Iteration 9Q: 3 clusters Score -496842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -496848.593750 Penalty: 4015.719482
	Iteration 10Q: 3 clusters Score -496848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -496855.937500 Penalty: 4015.719482
	Iteration 11Q: 3 clusters Score -496855.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -496863.093750 Penalty: 4015.719482
	Iteration 12Q: 3 clusters Score -496863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -496872.875000 Penalty: 4015.719482
	Iteration 13Q: 3 clusters Score -496872.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -496886.000000 Penalty: 4015.719482
	Iteration 14Q: 3 clusters Score -496886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -496892.500000 Penalty: 4015.719482
	Iteration 15Q: 3 clusters Score -496892.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -496897.062500 Penalty: 4015.719482
	Iteration 16Q: 3 clusters Score -496897.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -496906.093750 Penalty: 4015.719482
	Iteration 17Q: 3 clusters Score -496906.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -496920.156250 Penalty: 4015.719482
	Iteration 18Q: 3 clusters Score -496920.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -496934.937500 Penalty: 4015.719482
	Iteration 19Q: 3 clusters Score -496934.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -496948.000000 Penalty: 4015.719482
	Iteration 20F: 3 clusters Score -496948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -496961.093750 Penalty: 4015.719482
	Iteration 21Q: 3 clusters Score -496961.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -496974.468750 Penalty: 4015.719482
	Iteration 22Q: 3 clusters Score -496974.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -496984.906250 Penalty: 4015.719482
	Iteration 23Q: 3 clusters Score -496984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -496997.906250 Penalty: 4015.719482
	Iteration 24Q: 3 clusters Score -496997.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -497017.562500 Penalty: 4015.719482
	Iteration 25Q: 3 clusters Score -497017.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -497035.250000 Penalty: 4015.719482
	Iteration 26Q: 3 clusters Score -497035.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -497055.875000 Penalty: 4015.719482
	Iteration 27Q: 3 clusters Score -497055.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -497074.093750 Penalty: 4015.719482
	Iteration 28Q: 3 clusters Score -497074.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -497092.906250 Penalty: 4015.719482
	Iteration 29Q: 3 clusters Score -497092.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -497110.562500 Penalty: 4015.719482
	Iteration 30Q: 3 clusters Score -497110.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -497127.687500 Penalty: 4015.719482
	Iteration 31Q: 3 clusters Score -497127.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -497148.062500 Penalty: 4015.719482
	Iteration 32Q: 3 clusters Score -497148.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -497180.906250 Penalty: 4015.719482
	Iteration 33Q: 3 clusters Score -497180.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -497204.906250 Penalty: 4015.719482
	Iteration 34Q: 3 clusters Score -497204.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -497227.812500 Penalty: 4015.719482
	Iteration 35Q: 3 clusters Score -497227.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -497260.031250 Penalty: 4015.719482
	Iteration 36Q: 3 clusters Score -497260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -497299.468750 Penalty: 4015.719482
	Iteration 37Q: 3 clusters Score -497299.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -497343.343750 Penalty: 4015.719482
	Iteration 38Q: 3 clusters Score -497343.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -497387.437500 Penalty: 4015.719482
	Iteration 39Q: 3 clusters Score -497387.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -497415.687500 Penalty: 4015.719482
	Iteration 40F: 3 clusters Score -497415.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -497437.937500 Penalty: 4015.719482
	Iteration 41Q: 3 clusters Score -497437.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -497466.781250 Penalty: 4015.719482
	Iteration 42Q: 3 clusters Score -497466.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -497499.687500 Penalty: 4015.719482
	Iteration 43Q: 3 clusters Score -497499.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -497535.968750 Penalty: 4015.719482
	Iteration 44Q: 3 clusters Score -497536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -497575.437500 Penalty: 4015.719482
	Iteration 45Q: 3 clusters Score -497575.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -497625.250000 Penalty: 4015.719482
	Iteration 46Q: 3 clusters Score -497625.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -497666.250000 Penalty: 4015.719482
	Iteration 47Q: 3 clusters Score -497666.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -497704.187500 Penalty: 4015.719482
	Iteration 48Q: 3 clusters Score -497704.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -497745.062500 Penalty: 4015.719482
	Iteration 49Q: 3 clusters Score -497745.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -497786.593750 Penalty: 4015.719482
	Iteration 50Q: 3 clusters Score -497786.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -497834.500000 Penalty: 4015.719482
	Iteration 51Q: 3 clusters Score -497834.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -497867.406250 Penalty: 4015.719482
	Iteration 52Q: 3 clusters Score -497867.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -497901.156250 Penalty: 4015.719482
	Iteration 53Q: 3 clusters Score -497901.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -497923.281250 Penalty: 4015.719482
	Iteration 54Q: 3 clusters Score -497923.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -497945.250000 Penalty: 4015.719482
	Iteration 55Q: 3 clusters Score -497945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -497962.875000 Penalty: 4015.719482
	Iteration 56Q: 3 clusters Score -497962.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -497975.593750 Penalty: 4015.719482
	Iteration 57Q: 3 clusters Score -497975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -497986.687500 Penalty: 4015.719482
	Iteration 58Q: 3 clusters Score -497986.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -497992.781250 Penalty: 4015.719482
	Iteration 59Q: 3 clusters Score -497992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -497996.437500 Penalty: 4015.719482
	Iteration 60F: 3 clusters Score -497996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -497997.687500 Penalty: 4015.719482
	Iteration 61Q: 3 clusters Score -497997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -498000.593750 Penalty: 4015.719482
	Iteration 62Q: 3 clusters Score -498000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -498004.593750 Penalty: 4015.719482
	Iteration 63Q: 3 clusters Score -498004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -498007.000000 Penalty: 4015.719482
	Iteration 64Q: 3 clusters Score -498007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -498008.062500 Penalty: 4015.719482
	Iteration 65Q: 3 clusters Score -498008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -498009.937500 Penalty: 4015.719482
	Iteration 66Q: 3 clusters Score -498009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -498011.250000 Penalty: 4015.719482
	Iteration 67Q: 3 clusters Score -498011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -498011.093750 Penalty: 4015.719482
	Iteration 68Q: 3 clusters Score -498011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -498011.625000 Penalty: 4015.719482
	Iteration 69Q: 3 clusters Score -498011.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -498011.625000 Penalty: 4015.719482
	Iteration 70F: 3 clusters Score -498011.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (55763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Entering Unmasked Estep 
Score: -8360450.000000 Penalty: 2710.358643
	Iteration 0F: 2 clusters Score -8360450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -8322930.500000 Penalty: 5420.717285
	Iteration 0F: 3 clusters Score -8322930 nChanged 25955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -8337385.000000 Penalty: 5420.717285
	Iteration 1F: 3 clusters Score -8337385 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -8338128.500000 Penalty: 5420.717285
	Iteration 2Q: 3 clusters Score -8338128 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -8338844.500000 Penalty: 5420.717285
	Iteration 3Q: 3 clusters Score -8338844 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -8339516.000000 Penalty: 5420.717285
	Iteration 4Q: 3 clusters Score -8339516 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -8340222.500000 Penalty: 5420.717285
	Iteration 5Q: 3 clusters Score -8340222 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -8341026.000000 Penalty: 5420.717285
	Iteration 6Q: 3 clusters Score -8341026 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -8341819.500000 Penalty: 5420.717285
	Iteration 7Q: 3 clusters Score -8341820 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -8342671.500000 Penalty: 5420.717285
	Iteration 8Q: 3 clusters Score -8342672 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -8343512.500000 Penalty: 5420.717285
	Iteration 9Q: 3 clusters Score -8343512 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -8344458.000000 Penalty: 5420.717285
	Iteration 10Q: 3 clusters Score -8344458 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -8345595.500000 Penalty: 5420.717285
	Iteration 11Q: 3 clusters Score -8345596 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8346991.000000 Penalty: 5420.717285
	Iteration 12Q: 3 clusters Score -8346991 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -8348391.500000 Penalty: 5420.717285
	Iteration 13Q: 3 clusters Score -8348392 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -8349646.000000 Penalty: 5420.717285
	Iteration 14Q: 3 clusters Score -8349646 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -8350644.000000 Penalty: 5420.717285
	Iteration 15Q: 3 clusters Score -8350644 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -8351268.500000 Penalty: 5420.717285
	Iteration 16Q: 3 clusters Score -8351268 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -8351695.000000 Penalty: 5420.717285
	Iteration 17Q: 3 clusters Score -8351695 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8352029.000000 Penalty: 5420.717285
	Iteration 18Q: 3 clusters Score -8352029 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -8352271.000000 Penalty: 5420.717285
	Iteration 19Q: 3 clusters Score -8352271 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8352536.500000 Penalty: 5420.717285
	Iteration 20F: 3 clusters Score -8352536 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -8352774.500000 Penalty: 5420.717285
	Iteration 21Q: 3 clusters Score -8352774 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -8352986.000000 Penalty: 5420.717285
	Iteration 22Q: 3 clusters Score -8352986 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8353179.500000 Penalty: 5420.717285
	Iteration 23Q: 3 clusters Score -8353180 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -8353411.000000 Penalty: 5420.717285
	Iteration 24Q: 3 clusters Score -8353411 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8353621.500000 Penalty: 5420.717285
	Iteration 25Q: 3 clusters Score -8353622 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -8353882.500000 Penalty: 5420.717285
	Iteration 26Q: 3 clusters Score -8353882 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8354100.500000 Penalty: 5420.717285
	Iteration 27Q: 3 clusters Score -8354100 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8354360.000000 Penalty: 5420.717285
	Iteration 28Q: 3 clusters Score -8354360 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8354571.500000 Penalty: 5420.717285
	Iteration 29Q: 3 clusters Score -8354572 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -8354869.500000 Penalty: 5420.717285
	Iteration 30Q: 3 clusters Score -8354870 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8355079.500000 Penalty: 5420.717285
	Iteration 31Q: 3 clusters Score -8355080 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -8355370.000000 Penalty: 5420.717285
	Iteration 32Q: 3 clusters Score -8355370 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -8355708.000000 Penalty: 5420.717285
	Iteration 33Q: 3 clusters Score -8355708 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -8356065.500000 Penalty: 5420.717285
	Iteration 34Q: 3 clusters Score -8356066 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -8356356.500000 Penalty: 5420.717285
	Iteration 35Q: 3 clusters Score -8356356 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -8356715.500000 Penalty: 5420.717285
	Iteration 36Q: 3 clusters Score -8356716 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -8357035.000000 Penalty: 5420.717285
	Iteration 37Q: 3 clusters Score -8357035 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -8357292.000000 Penalty: 5420.717285
	Iteration 38Q: 3 clusters Score -8357292 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -8357538.000000 Penalty: 5420.717285
	Iteration 39Q: 3 clusters Score -8357538 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -8357711.500000 Penalty: 5420.717285
	Iteration 40F: 3 clusters Score -8357712 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -8357904.000000 Penalty: 5420.717285
	Iteration 41Q: 3 clusters Score -8357904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -8358023.500000 Penalty: 5420.717285
	Iteration 42Q: 3 clusters Score -8358024 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -8358121.000000 Penalty: 5420.717285
	Iteration 43Q: 3 clusters Score -8358121 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -8358170.500000 Penalty: 5420.717285
	Iteration 44Q: 3 clusters Score -8358170 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -8358236.500000 Penalty: 5420.717285
	Iteration 45Q: 3 clusters Score -8358236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -8358293.000000 Penalty: 5420.717285
	Iteration 46Q: 3 clusters Score -8358293 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -8358312.000000 Penalty: 5420.717285
	Iteration 47Q: 3 clusters Score -8358312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -8358351.000000 Penalty: 5420.717285
	Iteration 48Q: 3 clusters Score -8358351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -8358375.500000 Penalty: 5420.717285
	Iteration 49Q: 3 clusters Score -8358376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -8358400.000000 Penalty: 5420.717285
	Iteration 50Q: 3 clusters Score -8358400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -8358426.000000 Penalty: 5420.717285
	Iteration 51Q: 3 clusters Score -8358426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -8358437.500000 Penalty: 5420.717285
	Iteration 52Q: 3 clusters Score -8358438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -8358443.500000 Penalty: 5420.717285
	Iteration 53Q: 3 clusters Score -8358444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -8358448.000000 Penalty: 5420.717285
	Iteration 54Q: 3 clusters Score -8358448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -8358455.500000 Penalty: 5420.717285
	Iteration 55Q: 3 clusters Score -8358456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -8358453.000000 Penalty: 5420.717285
	Iteration 56Q: 3 clusters Score -8358453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -8358457.500000 Penalty: 5420.717285
	Iteration 57Q: 3 clusters Score -8358458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -8358466.000000 Penalty: 5420.717285
	Iteration 58Q: 3 clusters Score -8358466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -8358464.000000 Penalty: 5420.717285
	Iteration 59Q: 3 clusters Score -8358464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -8358465.500000 Penalty: 5420.717285
	Iteration 60F: 3 clusters Score -8358466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -8358460.000000 Penalty: 5420.717285
	Iteration 61Q: 3 clusters Score -8358460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -8358457.000000 Penalty: 5420.717285
	Iteration 62Q: 3 clusters Score -8358457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -8358462.000000 Penalty: 5420.717285
	Iteration 63Q: 3 clusters Score -8358462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -8358455.500000 Penalty: 5420.717285
	Iteration 64Q: 3 clusters Score -8358456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -8358453.000000 Penalty: 5420.717285
	Iteration 65Q: 3 clusters Score -8358453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -8358456.500000 Penalty: 5420.717285
	Iteration 66Q: 3 clusters Score -8358456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -8358462.000000 Penalty: 5420.717285
	Iteration 67Q: 3 clusters Score -8358462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -8358456.000000 Penalty: 5420.717285
	Iteration 68Q: 3 clusters Score -8358456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -8358453.500000 Penalty: 5420.717285
	Iteration 69Q: 3 clusters Score -8358454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -8358458.500000 Penalty: 5420.717285
	Iteration 70Q: 3 clusters Score -8358458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -8358467.500000 Penalty: 5420.717285
	Iteration 71Q: 3 clusters Score -8358468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -8358465.000000 Penalty: 5420.717285
	Iteration 72Q: 3 clusters Score -8358465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -8358465.000000 Penalty: 5420.717285
	Iteration 73F: 3 clusters Score -8358465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -394686.343750 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -394686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -391675.156250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -391675.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -392237.781250 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -392237.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -392389.781250 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -392389.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -392491.875000 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -392491.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -392557.562500 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -392557.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -392603.093750 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -392603.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -392647.531250 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -392647.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -392682.656250 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -392682.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -392705.812500 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -392705.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -392737.062500 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -392737.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -392758.562500 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -392758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -392781.625000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -392781.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -392802.000000 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -392802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -392823.875000 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -392823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -392838.718750 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -392838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -392850.656250 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -392850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -392864.125000 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -392864.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -392885.125000 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -392885.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -392901.750000 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -392901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -392919.593750 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -392919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -392937.250000 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -392937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -392952.156250 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -392952.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -392965.250000 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -392965.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392972.593750 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -392972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -392975.468750 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -392975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -392981.531250 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -392981.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -392987.406250 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -392987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -392989.718750 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -392989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -392995.437500 Penalty: 3896.350098
	Iteration 28Q: 3 clusters Score -392995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -392999.593750 Penalty: 3896.350098
	Iteration 29Q: 3 clusters Score -392999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -393003.937500 Penalty: 3896.350098
	Iteration 30Q: 3 clusters Score -393003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -393006.093750 Penalty: 3896.350098
	Iteration 31Q: 3 clusters Score -393006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -393007.625000 Penalty: 3896.350098
	Iteration 32Q: 3 clusters Score -393007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -393010.250000 Penalty: 3896.350098
	Iteration 33Q: 3 clusters Score -393010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -393011.281250 Penalty: 3896.350098
	Iteration 34Q: 3 clusters Score -393011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393011.625000 Penalty: 3896.350098
	Iteration 35Q: 3 clusters Score -393011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -393012.906250 Penalty: 3896.350098
	Iteration 36Q: 3 clusters Score -393012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393015.187500 Penalty: 3896.350098
	Iteration 37Q: 3 clusters Score -393015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -393018.000000 Penalty: 3896.350098
	Iteration 38Q: 3 clusters Score -393018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -393020.843750 Penalty: 3896.350098
	Iteration 39Q: 3 clusters Score -393020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -393023.031250 Penalty: 3896.350098
	Iteration 40F: 3 clusters Score -393023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -393025.531250 Penalty: 3896.350098
	Iteration 41Q: 3 clusters Score -393025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -393026.812500 Penalty: 3896.350098
	Iteration 42Q: 3 clusters Score -393026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -393027.843750 Penalty: 3896.350098
	Iteration 43Q: 3 clusters Score -393027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -393028.875000 Penalty: 3896.350098
	Iteration 44Q: 3 clusters Score -393028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -393028.875000 Penalty: 3896.350098
	Iteration 45F: 3 clusters Score -393028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13276 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6983 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3110 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10276 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42146 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18621 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5825 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55763 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883232.000000 Penalty: 222692.781250
Iteration 239Q: 66 clusters Score -1.518832e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104771 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6979 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10274 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16511 members 
Mstep: Class 45 contains 42145 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18616 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5827 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55765 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883280.000000 Penalty: 222692.781250
Iteration 240F: 66 clusters Score -1.518833e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6974 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6454 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10273 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42818 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16512 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18614 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5829 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55769 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883248.000000 Penalty: 222692.781250
Iteration 241Q: 66 clusters Score -1.518832e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6453 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3111 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10272 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42816 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16514 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18613 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5828 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55773 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883328.000000 Penalty: 222692.781250
Iteration 242Q: 66 clusters Score -1.518833e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3109 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10271 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42815 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16514 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18612 members 
Mstep: Class 48 contains 2157 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5829 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55775 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883344.000000 Penalty: 222692.781250
Iteration 243Q: 66 clusters Score -1.518833e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 13291 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17753 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8560 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10269 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42813 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16514 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18609 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5829 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4049 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55780 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883312.000000 Penalty: 222692.781250
Iteration 244Q: 66 clusters Score -1.518833e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2957 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10267 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42814 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16514 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18604 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5829 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55784 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883392.000000 Penalty: 222692.781250
Iteration 245Q: 66 clusters Score -1.518834e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17750 members 
Mstep: Class 10 contains 104770 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13674 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8563 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10262 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42813 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16513 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18601 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5829 members 
Mstep: Class 56 contains 8575 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55785 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883328.000000 Penalty: 222692.781250
Iteration 246Q: 66 clusters Score -1.518833e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 7990 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17747 members 
Mstep: Class 10 contains 104769 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2960 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13523 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10256 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42812 members 
Mstep: Class 38 contains 9099 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16515 members 
Mstep: Class 45 contains 42143 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18601 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2487 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5829 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55787 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883376.000000 Penalty: 222692.781250
Iteration 247Q: 66 clusters Score -1.518834e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17745 members 
Mstep: Class 10 contains 104768 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13524 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3064 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10251 members 
Mstep: Class 36 contains 6111 members 
Mstep: Class 37 contains 42811 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42141 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18600 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55789 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883328.000000 Penalty: 222692.781250
Iteration 248Q: 66 clusters Score -1.518833e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84157 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7536 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17743 members 
Mstep: Class 10 contains 104768 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2964 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3065 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10248 members 
Mstep: Class 36 contains 6112 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42141 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18598 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55793 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883328.000000 Penalty: 222692.781250
Iteration 249Q: 66 clusters Score -1.518833e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17741 members 
Mstep: Class 10 contains 104767 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10244 members 
Mstep: Class 36 contains 6113 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42141 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18599 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45634 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55794 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883376.000000 Penalty: 222692.781250
Iteration 250Q: 66 clusters Score -1.518834e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 79273 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6114 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42141 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18600 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55795 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883408.000000 Penalty: 222692.781250
Iteration 251Q: 66 clusters Score -1.518834e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79273 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5379 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42141 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18604 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55793 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883376.000000 Penalty: 222692.781250
Iteration 252Q: 66 clusters Score -1.518834e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79273 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18606 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55791 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883376.000000 Penalty: 222692.781250
Iteration 253Q: 66 clusters Score -1.518834e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18606 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55790 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883376.000000 Penalty: 222692.781250
Iteration 254Q: 66 clusters Score -1.518834e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18606 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55790 members 
Mstep: Class 65 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883376.000000 Penalty: 222692.781250
Iteration 255F: 66 clusters Score -1.518834e+08 nChanged 0
Entering ConstructFrom: 
Score: -151883376.000000 Penalty: 222692.781250
Entering ConstructFrom: 
Trying to split cluster 1 (84154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Entering Unmasked Estep 
Score: -13419799.000000 Penalty: 2812.420166
	Iteration 0F: 2 clusters Score -1.34198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -13367119.000000 Penalty: 5624.840332
	Iteration 0F: 3 clusters Score -1.336712e+07 nChanged 39487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -13389555.000000 Penalty: 5624.840332
	Iteration 1F: 3 clusters Score -1.338956e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -13390595.000000 Penalty: 5624.840332
	Iteration 2Q: 3 clusters Score -1.33906e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -13392008.000000 Penalty: 5624.840332
	Iteration 3Q: 3 clusters Score -1.339201e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -13394284.000000 Penalty: 5624.840332
	Iteration 4F: 3 clusters Score -1.339428e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -13398124.000000 Penalty: 5624.840332
	Iteration 5F: 3 clusters Score -1.339812e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -13403713.000000 Penalty: 5624.840332
	Iteration 6F: 3 clusters Score -1.340371e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -13410096.000000 Penalty: 5624.840332
	Iteration 7F: 3 clusters Score -1.34101e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -13414397.000000 Penalty: 5624.840332
	Iteration 8F: 3 clusters Score -1.34144e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -13416160.000000 Penalty: 5624.840332
	Iteration 9Q: 3 clusters Score -1.341616e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -13416864.000000 Penalty: 5624.840332
	Iteration 10Q: 3 clusters Score -1.341686e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -13417116.000000 Penalty: 5624.840332
	Iteration 11Q: 3 clusters Score -1.341712e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -13417213.000000 Penalty: 5624.840332
	Iteration 12Q: 3 clusters Score -1.341721e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -13417271.000000 Penalty: 5624.840332
	Iteration 13Q: 3 clusters Score -1.341727e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -13417331.000000 Penalty: 5624.840332
	Iteration 14Q: 3 clusters Score -1.341733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -13417366.000000 Penalty: 5624.840332
	Iteration 15Q: 3 clusters Score -1.341737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -13417397.000000 Penalty: 5624.840332
	Iteration 16Q: 3 clusters Score -1.34174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -13417412.000000 Penalty: 5624.840332
	Iteration 17Q: 3 clusters Score -1.341741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -13417436.000000 Penalty: 5624.840332
	Iteration 18Q: 3 clusters Score -1.341744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -13417459.000000 Penalty: 5624.840332
	Iteration 19Q: 3 clusters Score -1.341746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -13417467.000000 Penalty: 5624.840332
	Iteration 20F: 3 clusters Score -1.341747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -13417484.000000 Penalty: 5624.840332
	Iteration 21Q: 3 clusters Score -1.341748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -13417491.000000 Penalty: 5624.840332
	Iteration 22Q: 3 clusters Score -1.341749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -13417492.000000 Penalty: 5624.840332
	Iteration 23Q: 3 clusters Score -1.341749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -13417492.000000 Penalty: 5624.840332
	Iteration 24F: 3 clusters Score -1.341749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -1256941.750000 Penalty: 2228.452637
	Iteration 0F: 2 clusters Score -1256942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1250505.875000 Penalty: 4456.905273
	Iteration 0F: 3 clusters Score -1250506 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1252322.875000 Penalty: 4456.905273
	Iteration 1F: 3 clusters Score -1252323 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1252594.250000 Penalty: 4456.905273
	Iteration 2F: 3 clusters Score -1252594 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1252783.375000 Penalty: 4456.905273
	Iteration 3Q: 3 clusters Score -1252783 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1252946.500000 Penalty: 4456.905273
	Iteration 4Q: 3 clusters Score -1252946 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1253068.125000 Penalty: 4456.905273
	Iteration 5Q: 3 clusters Score -1253068 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1253161.875000 Penalty: 4456.905273
	Iteration 6Q: 3 clusters Score -1253162 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1253256.500000 Penalty: 4456.905273
	Iteration 7Q: 3 clusters Score -1253256 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1253353.125000 Penalty: 4456.905273
	Iteration 8Q: 3 clusters Score -1253353 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1253452.000000 Penalty: 4456.905273
	Iteration 9Q: 3 clusters Score -1253452 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1253556.500000 Penalty: 4456.905273
	Iteration 10Q: 3 clusters Score -1253556 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1253668.625000 Penalty: 4456.905273
	Iteration 11Q: 3 clusters Score -1253669 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1253775.500000 Penalty: 4456.905273
	Iteration 12Q: 3 clusters Score -1253776 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1253883.375000 Penalty: 4456.905273
	Iteration 13Q: 3 clusters Score -1253883 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1253990.750000 Penalty: 4456.905273
	Iteration 14Q: 3 clusters Score -1253991 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1254097.125000 Penalty: 4456.905273
	Iteration 15Q: 3 clusters Score -1254097 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1254208.375000 Penalty: 4456.905273
	Iteration 16Q: 3 clusters Score -1254208 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1254360.125000 Penalty: 4456.905273
	Iteration 17Q: 3 clusters Score -1254360 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1254539.125000 Penalty: 4456.905273
	Iteration 18Q: 3 clusters Score -1254539 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1254749.750000 Penalty: 4456.905273
	Iteration 19Q: 3 clusters Score -1254750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1255021.250000 Penalty: 4456.905273
	Iteration 20F: 3 clusters Score -1255021 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1255254.875000 Penalty: 4456.905273
	Iteration 21Q: 3 clusters Score -1255255 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1255393.750000 Penalty: 4456.905273
	Iteration 22Q: 3 clusters Score -1255394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1255449.625000 Penalty: 4456.905273
	Iteration 23Q: 3 clusters Score -1255450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1255481.875000 Penalty: 4456.905273
	Iteration 24Q: 3 clusters Score -1255482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1255498.750000 Penalty: 4456.905273
	Iteration 25Q: 3 clusters Score -1255499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1255512.000000 Penalty: 4456.905273
	Iteration 26Q: 3 clusters Score -1255512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1255518.125000 Penalty: 4456.905273
	Iteration 27Q: 3 clusters Score -1255518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1255525.875000 Penalty: 4456.905273
	Iteration 28Q: 3 clusters Score -1255526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1255532.875000 Penalty: 4456.905273
	Iteration 29Q: 3 clusters Score -1255533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1255536.375000 Penalty: 4456.905273
	Iteration 30Q: 3 clusters Score -1255536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1255539.000000 Penalty: 4456.905273
	Iteration 31Q: 3 clusters Score -1255539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1255542.375000 Penalty: 4456.905273
	Iteration 32Q: 3 clusters Score -1255542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1255540.500000 Penalty: 4456.905273
	Iteration 33Q: 3 clusters Score -1255540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1255539.750000 Penalty: 4456.905273
	Iteration 34Q: 3 clusters Score -1255540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1255539.750000 Penalty: 4456.905273
	Iteration 35F: 3 clusters Score -1255540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -52896.964844 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -52896.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -51658.386719 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -51658.39 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51979.628906 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -51979.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52242.050781 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -52242.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52431.175781 Penalty: 3000.667969
	Iteration 3F: 3 clusters Score -52431.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -52510.886719 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -52510.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -52545.546875 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -52545.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -52564.691406 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -52564.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -52573.066406 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -52573.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -52574.695312 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -52574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -52574.695312 Penalty: 3000.667969
	Iteration 9F: 3 clusters Score -52574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -1139775.500000 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -1139776 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 3803 members 
Entering Unmasked Estep 
Score: -1133629.000000 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -1133629 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1135251.250000 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -1135251 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1135536.875000 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -1135537 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1135794.250000 Penalty: 4427.815918
	Iteration 3F: 3 clusters Score -1135794 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1136050.000000 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -1136050 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1136251.000000 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -1136251 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1136456.875000 Penalty: 4427.815918
	Iteration 6Q: 3 clusters Score -1136457 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1136633.250000 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -1136633 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1136790.000000 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -1136790 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1136943.125000 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -1136943 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1137084.125000 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -1137084 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1137209.500000 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -1137210 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1137331.250000 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -1137331 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1137453.125000 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -1137453 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1137569.250000 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -1137569 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1137674.250000 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -1137674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1137775.125000 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -1137775 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1137878.250000 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -1137878 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1137956.125000 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -1137956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1138043.625000 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -1138044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1138100.125000 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -1138100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1138150.500000 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -1138150 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1138203.000000 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -1138203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1138256.000000 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -1138256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1138307.250000 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -1138307 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1138352.000000 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -1138352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1138398.625000 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -1138399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1138443.125000 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -1138443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1138501.375000 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -1138501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1138573.500000 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -1138574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1138644.125000 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -1138644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1138719.750000 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -1138720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1138832.250000 Penalty: 4427.815918
	Iteration 32Q: 3 clusters Score -1138832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1138963.250000 Penalty: 4427.815918
	Iteration 33Q: 3 clusters Score -1138963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1139095.625000 Penalty: 4427.815918
	Iteration 34Q: 3 clusters Score -1139096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1139196.500000 Penalty: 4427.815918
	Iteration 35Q: 3 clusters Score -1139196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1139248.750000 Penalty: 4427.815918
	Iteration 36Q: 3 clusters Score -1139249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1139284.500000 Penalty: 4427.815918
	Iteration 37Q: 3 clusters Score -1139284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1139316.125000 Penalty: 4427.815918
	Iteration 38Q: 3 clusters Score -1139316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1139342.125000 Penalty: 4427.815918
	Iteration 39Q: 3 clusters Score -1139342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1139366.375000 Penalty: 4427.815918
	Iteration 40F: 3 clusters Score -1139366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1139391.375000 Penalty: 4427.815918
	Iteration 41Q: 3 clusters Score -1139391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1139405.375000 Penalty: 4427.815918
	Iteration 42Q: 3 clusters Score -1139405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1139411.500000 Penalty: 4427.815918
	Iteration 43Q: 3 clusters Score -1139412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1139416.875000 Penalty: 4427.815918
	Iteration 44Q: 3 clusters Score -1139417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1139425.500000 Penalty: 4427.815918
	Iteration 45Q: 3 clusters Score -1139426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1139432.625000 Penalty: 4427.815918
	Iteration 46Q: 3 clusters Score -1139433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1139435.125000 Penalty: 4427.815918
	Iteration 47Q: 3 clusters Score -1139435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1139441.625000 Penalty: 4427.815918
	Iteration 48Q: 3 clusters Score -1139442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1139443.000000 Penalty: 4427.815918
	Iteration 49Q: 3 clusters Score -1139443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1139446.250000 Penalty: 4427.815918
	Iteration 50Q: 3 clusters Score -1139446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1139445.250000 Penalty: 4427.815918
	Iteration 51Q: 3 clusters Score -1139445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1139446.625000 Penalty: 4427.815918
	Iteration 52Q: 3 clusters Score -1139447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1139447.750000 Penalty: 4427.815918
	Iteration 53Q: 3 clusters Score -1139448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1139447.000000 Penalty: 4427.815918
	Iteration 54Q: 3 clusters Score -1139447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1139448.125000 Penalty: 4427.815918
	Iteration 55Q: 3 clusters Score -1139448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1139448.125000 Penalty: 4427.815918
	Iteration 56F: 3 clusters Score -1139448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Entering Unmasked Estep 
Score: -12622309.000000 Penalty: 2797.604980
	Iteration 0F: 2 clusters Score -1.262231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -12572266.000000 Penalty: 5595.209961
	Iteration 0F: 3 clusters Score -1.257227e+07 nChanged 37353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -12593217.000000 Penalty: 5595.209961
	Iteration 1F: 3 clusters Score -1.259322e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -12593961.000000 Penalty: 5595.209961
	Iteration 2Q: 3 clusters Score -1.259396e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -12594903.000000 Penalty: 5595.209961
	Iteration 3Q: 3 clusters Score -1.25949e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -12596608.000000 Penalty: 5595.209961
	Iteration 4Q: 3 clusters Score -1.259661e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -12598774.000000 Penalty: 5595.209961
	Iteration 5F: 3 clusters Score -1.259877e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -12601996.000000 Penalty: 5595.209961
	Iteration 6F: 3 clusters Score -1.2602e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -12605844.000000 Penalty: 5595.209961
	Iteration 7F: 3 clusters Score -1.260584e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -12609653.000000 Penalty: 5595.209961
	Iteration 8F: 3 clusters Score -1.260965e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -12612862.000000 Penalty: 5595.209961
	Iteration 9F: 3 clusters Score -1.261286e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -12614846.000000 Penalty: 5595.209961
	Iteration 10Q: 3 clusters Score -1.261485e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -12616100.000000 Penalty: 5595.209961
	Iteration 11Q: 3 clusters Score -1.26161e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -12616863.000000 Penalty: 5595.209961
	Iteration 12Q: 3 clusters Score -1.261686e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -12617411.000000 Penalty: 5595.209961
	Iteration 13Q: 3 clusters Score -1.261741e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -12617962.000000 Penalty: 5595.209961
	Iteration 14Q: 3 clusters Score -1.261796e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -12618367.000000 Penalty: 5595.209961
	Iteration 15Q: 3 clusters Score -1.261837e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -12618778.000000 Penalty: 5595.209961
	Iteration 16Q: 3 clusters Score -1.261878e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -12619018.000000 Penalty: 5595.209961
	Iteration 17Q: 3 clusters Score -1.261902e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -12619298.000000 Penalty: 5595.209961
	Iteration 18Q: 3 clusters Score -1.26193e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -12619573.000000 Penalty: 5595.209961
	Iteration 19Q: 3 clusters Score -1.261957e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -12619721.000000 Penalty: 5595.209961
	Iteration 20F: 3 clusters Score -1.261972e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -12619805.000000 Penalty: 5595.209961
	Iteration 21Q: 3 clusters Score -1.26198e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -12619948.000000 Penalty: 5595.209961
	Iteration 22Q: 3 clusters Score -1.261995e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -12620012.000000 Penalty: 5595.209961
	Iteration 23Q: 3 clusters Score -1.262001e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -12620078.000000 Penalty: 5595.209961
	Iteration 24Q: 3 clusters Score -1.262008e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -12620152.000000 Penalty: 5595.209961
	Iteration 25Q: 3 clusters Score -1.262015e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -12620184.000000 Penalty: 5595.209961
	Iteration 26Q: 3 clusters Score -1.262018e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -12620219.000000 Penalty: 5595.209961
	Iteration 27Q: 3 clusters Score -1.262022e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -12620274.000000 Penalty: 5595.209961
	Iteration 28Q: 3 clusters Score -1.262027e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -12620277.000000 Penalty: 5595.209961
	Iteration 29Q: 3 clusters Score -1.262028e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -12620318.000000 Penalty: 5595.209961
	Iteration 30Q: 3 clusters Score -1.262032e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -12620342.000000 Penalty: 5595.209961
	Iteration 31Q: 3 clusters Score -1.262034e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -12620347.000000 Penalty: 5595.209961
	Iteration 32Q: 3 clusters Score -1.262035e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -12620372.000000 Penalty: 5595.209961
	Iteration 33Q: 3 clusters Score -1.262037e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -12620363.000000 Penalty: 5595.209961
	Iteration 34Q: 3 clusters Score -1.262036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -12620363.000000 Penalty: 5595.209961
	Iteration 35Q: 3 clusters Score -1.262036e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -12620349.000000 Penalty: 5595.209961
	Iteration 36Q: 3 clusters Score -1.262035e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -12620382.000000 Penalty: 5595.209961
	Iteration 37Q: 3 clusters Score -1.262038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -12620387.000000 Penalty: 5595.209961
	Iteration 38Q: 3 clusters Score -1.262039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -12620377.000000 Penalty: 5595.209961
	Iteration 39Q: 3 clusters Score -1.262038e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -12620395.000000 Penalty: 5595.209961
	Iteration 40F: 3 clusters Score -1.26204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -12620421.000000 Penalty: 5595.209961
	Iteration 41Q: 3 clusters Score -1.262042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -12620420.000000 Penalty: 5595.209961
	Iteration 42Q: 3 clusters Score -1.262042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -12620435.000000 Penalty: 5595.209961
	Iteration 43Q: 3 clusters Score -1.262044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -12620439.000000 Penalty: 5595.209961
	Iteration 44Q: 3 clusters Score -1.262044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -12620447.000000 Penalty: 5595.209961
	Iteration 45Q: 3 clusters Score -1.262045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -12620450.000000 Penalty: 5595.209961
	Iteration 46Q: 3 clusters Score -1.262045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -12620453.000000 Penalty: 5595.209961
	Iteration 47Q: 3 clusters Score -1.262045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -12620446.000000 Penalty: 5595.209961
	Iteration 48Q: 3 clusters Score -1.262045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -12620461.000000 Penalty: 5595.209961
	Iteration 49Q: 3 clusters Score -1.262046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -12620449.000000 Penalty: 5595.209961
	Iteration 50Q: 3 clusters Score -1.262045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12620470.000000 Penalty: 5595.209961
	Iteration 51Q: 3 clusters Score -1.262047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -12620470.000000 Penalty: 5595.209961
	Iteration 52Q: 3 clusters Score -1.262047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -12620473.000000 Penalty: 5595.209961
	Iteration 53Q: 3 clusters Score -1.262047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -12620451.000000 Penalty: 5595.209961
	Iteration 54Q: 3 clusters Score -1.262045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -12620455.000000 Penalty: 5595.209961
	Iteration 55Q: 3 clusters Score -1.262046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -12620447.000000 Penalty: 5595.209961
	Iteration 56Q: 3 clusters Score -1.262045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -12620457.000000 Penalty: 5595.209961
	Iteration 57Q: 3 clusters Score -1.262046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -12620458.000000 Penalty: 5595.209961
	Iteration 58Q: 3 clusters Score -1.262046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -12620455.000000 Penalty: 5595.209961
	Iteration 59Q: 3 clusters Score -1.262046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -12620454.000000 Penalty: 5595.209961
	Iteration 60F: 3 clusters Score -1.262045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76562 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -12620454.000000 Penalty: 5595.209961
	Iteration 61Q: 3 clusters Score -1.262045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -12620459.000000 Penalty: 5595.209961
	Iteration 62Q: 3 clusters Score -1.262046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -12620457.000000 Penalty: 5595.209961
	Iteration 63Q: 3 clusters Score -1.262046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -12620454.000000 Penalty: 5595.209961
	Iteration 64Q: 3 clusters Score -1.262045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12620467.000000 Penalty: 5595.209961
	Iteration 65Q: 3 clusters Score -1.262047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -12620457.000000 Penalty: 5595.209961
	Iteration 66Q: 3 clusters Score -1.262046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -12620457.000000 Penalty: 5595.209961
	Iteration 67Q: 3 clusters Score -1.262046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -12620456.000000 Penalty: 5595.209961
	Iteration 68Q: 3 clusters Score -1.262046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12620454.000000 Penalty: 5595.209961
	Iteration 69Q: 3 clusters Score -1.262045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12620454.000000 Penalty: 5595.209961
	Iteration 70F: 3 clusters Score -1.262045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Entering Unmasked Estep 
Score: -2062557.125000 Penalty: 2354.907227
	Iteration 0F: 2 clusters Score -2062557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2052813.250000 Penalty: 4709.814453
	Iteration 0F: 3 clusters Score -2052813 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2055866.250000 Penalty: 4709.814453
	Iteration 1F: 3 clusters Score -2055866 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2056301.875000 Penalty: 4709.814453
	Iteration 2F: 3 clusters Score -2056302 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2056661.000000 Penalty: 4709.814453
	Iteration 3F: 3 clusters Score -2056661 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2056975.875000 Penalty: 4709.814453
	Iteration 4F: 3 clusters Score -2056976 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2057256.250000 Penalty: 4709.814453
	Iteration 5Q: 3 clusters Score -2057256 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2057546.625000 Penalty: 4709.814453
	Iteration 6Q: 3 clusters Score -2057547 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2057817.750000 Penalty: 4709.814453
	Iteration 7Q: 3 clusters Score -2057818 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2058099.375000 Penalty: 4709.814453
	Iteration 8Q: 3 clusters Score -2058099 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2058372.375000 Penalty: 4709.814453
	Iteration 9Q: 3 clusters Score -2058372 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2058651.125000 Penalty: 4709.814453
	Iteration 10Q: 3 clusters Score -2058651 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2058926.625000 Penalty: 4709.814453
	Iteration 11Q: 3 clusters Score -2058927 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2059182.500000 Penalty: 4709.814453
	Iteration 12Q: 3 clusters Score -2059182 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2059432.500000 Penalty: 4709.814453
	Iteration 13Q: 3 clusters Score -2059432 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2059667.875000 Penalty: 4709.814453
	Iteration 14Q: 3 clusters Score -2059668 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2059861.750000 Penalty: 4709.814453
	Iteration 15Q: 3 clusters Score -2059862 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2060015.250000 Penalty: 4709.814453
	Iteration 16Q: 3 clusters Score -2060015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2060150.750000 Penalty: 4709.814453
	Iteration 17Q: 3 clusters Score -2060151 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2060282.750000 Penalty: 4709.814453
	Iteration 18Q: 3 clusters Score -2060283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2060394.125000 Penalty: 4709.814453
	Iteration 19Q: 3 clusters Score -2060394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2060462.375000 Penalty: 4709.814453
	Iteration 20F: 3 clusters Score -2060462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2060512.500000 Penalty: 4709.814453
	Iteration 21Q: 3 clusters Score -2060512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2060556.750000 Penalty: 4709.814453
	Iteration 22Q: 3 clusters Score -2060557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2060591.375000 Penalty: 4709.814453
	Iteration 23Q: 3 clusters Score -2060591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2060617.125000 Penalty: 4709.814453
	Iteration 24Q: 3 clusters Score -2060617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2060640.625000 Penalty: 4709.814453
	Iteration 25Q: 3 clusters Score -2060641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2060655.375000 Penalty: 4709.814453
	Iteration 26Q: 3 clusters Score -2060655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2060671.375000 Penalty: 4709.814453
	Iteration 27Q: 3 clusters Score -2060671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2060693.750000 Penalty: 4709.814453
	Iteration 28Q: 3 clusters Score -2060694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2060715.375000 Penalty: 4709.814453
	Iteration 29Q: 3 clusters Score -2060715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2060730.125000 Penalty: 4709.814453
	Iteration 30Q: 3 clusters Score -2060730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2060739.750000 Penalty: 4709.814453
	Iteration 31Q: 3 clusters Score -2060740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2060750.500000 Penalty: 4709.814453
	Iteration 32Q: 3 clusters Score -2060750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2060754.250000 Penalty: 4709.814453
	Iteration 33Q: 3 clusters Score -2060754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2060757.875000 Penalty: 4709.814453
	Iteration 34Q: 3 clusters Score -2060758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2060761.625000 Penalty: 4709.814453
	Iteration 35Q: 3 clusters Score -2060762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2060770.500000 Penalty: 4709.814453
	Iteration 36Q: 3 clusters Score -2060770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2060773.875000 Penalty: 4709.814453
	Iteration 37Q: 3 clusters Score -2060774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2060775.500000 Penalty: 4709.814453
	Iteration 38Q: 3 clusters Score -2060776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2060777.250000 Penalty: 4709.814453
	Iteration 39Q: 3 clusters Score -2060777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2060779.000000 Penalty: 4709.814453
	Iteration 40F: 3 clusters Score -2060779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2060782.375000 Penalty: 4709.814453
	Iteration 41Q: 3 clusters Score -2060782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2060782.000000 Penalty: 4709.814453
	Iteration 42Q: 3 clusters Score -2060782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2060785.750000 Penalty: 4709.814453
	Iteration 43Q: 3 clusters Score -2060786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2060785.625000 Penalty: 4709.814453
	Iteration 44Q: 3 clusters Score -2060786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2060788.750000 Penalty: 4709.814453
	Iteration 45Q: 3 clusters Score -2060789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2060790.375000 Penalty: 4709.814453
	Iteration 46Q: 3 clusters Score -2060790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2060791.875000 Penalty: 4709.814453
	Iteration 47Q: 3 clusters Score -2060792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2060792.000000 Penalty: 4709.814453
	Iteration 48Q: 3 clusters Score -2060792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2060795.625000 Penalty: 4709.814453
	Iteration 49Q: 3 clusters Score -2060796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2060799.000000 Penalty: 4709.814453
	Iteration 50Q: 3 clusters Score -2060799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2060805.375000 Penalty: 4709.814453
	Iteration 51Q: 3 clusters Score -2060805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2060803.875000 Penalty: 4709.814453
	Iteration 52Q: 3 clusters Score -2060804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2060804.375000 Penalty: 4709.814453
	Iteration 53Q: 3 clusters Score -2060804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2060804.375000 Penalty: 4709.814453
	Iteration 54F: 3 clusters Score -2060804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -368929.593750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -368929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365848.406250 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -365848.4 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -366695.500000 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -366695.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -366935.656250 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -366935.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -367082.156250 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -367082.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -367211.906250 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -367211.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -367326.656250 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -367326.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -367408.500000 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -367408.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -367496.437500 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -367496.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -367553.093750 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -367553.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -367590.218750 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -367590.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -367629.562500 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -367629.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -367678.406250 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -367678.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -367718.218750 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -367718.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -367754.906250 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -367754.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -367784.625000 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -367784.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -367808.875000 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -367808.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -367830.625000 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -367830.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -367856.062500 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -367856.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -367873.218750 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -367873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -367883.875000 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -367883.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -367905.593750 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -367905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -367959.031250 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -367959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -367974.468750 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -367974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -367989.968750 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -367990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -367997.562500 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -367997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -368005.562500 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -368005.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -368011.343750 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -368011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -368017.375000 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -368017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -368022.062500 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -368022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -368029.437500 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -368029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -368032.625000 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -368032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -368039.250000 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -368039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -368046.156250 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -368046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -368049.156250 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -368049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -368050.375000 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -368050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -368052.875000 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -368052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -368055.656250 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -368055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -368057.093750 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -368057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -368059.281250 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -368059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -368060.656250 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -368060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -368061.968750 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -368062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -368063.531250 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -368063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -368064.812500 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -368064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -368066.750000 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -368066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -368067.093750 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -368067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -368068.312500 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -368068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -368068.093750 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -368068.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -368068.093750 Penalty: 3945.368652
	Iteration 47F: 3 clusters Score -368068.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Entering Unmasked Estep 
Score: -6366158.500000 Penalty: 2629.455322
	Iteration 0F: 2 clusters Score -6366158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6338871.000000 Penalty: 5258.910645
	Iteration 0F: 3 clusters Score -6338871 nChanged 18336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6348826.000000 Penalty: 5258.910645
	Iteration 1F: 3 clusters Score -6348826 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -6349218.500000 Penalty: 5258.910645
	Iteration 2Q: 3 clusters Score -6349218 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -6349620.000000 Penalty: 5258.910645
	Iteration 3Q: 3 clusters Score -6349620 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -6350085.500000 Penalty: 5258.910645
	Iteration 4Q: 3 clusters Score -6350086 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6350644.500000 Penalty: 5258.910645
	Iteration 5Q: 3 clusters Score -6350644 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -6351362.000000 Penalty: 5258.910645
	Iteration 6Q: 3 clusters Score -6351362 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -6352327.500000 Penalty: 5258.910645
	Iteration 7Q: 3 clusters Score -6352328 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6353633.500000 Penalty: 5258.910645
	Iteration 8F: 3 clusters Score -6353634 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -6355281.500000 Penalty: 5258.910645
	Iteration 9F: 3 clusters Score -6355282 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -6357148.000000 Penalty: 5258.910645
	Iteration 10F: 3 clusters Score -6357148 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -6358994.000000 Penalty: 5258.910645
	Iteration 11F: 3 clusters Score -6358994 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -6360302.000000 Penalty: 5258.910645
	Iteration 12Q: 3 clusters Score -6360302 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -6361103.000000 Penalty: 5258.910645
	Iteration 13Q: 3 clusters Score -6361103 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -6361512.500000 Penalty: 5258.910645
	Iteration 14Q: 3 clusters Score -6361512 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -6361802.000000 Penalty: 5258.910645
	Iteration 15Q: 3 clusters Score -6361802 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -6361978.000000 Penalty: 5258.910645
	Iteration 16Q: 3 clusters Score -6361978 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -6362121.000000 Penalty: 5258.910645
	Iteration 17Q: 3 clusters Score -6362121 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -6362239.500000 Penalty: 5258.910645
	Iteration 18Q: 3 clusters Score -6362240 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -6362316.000000 Penalty: 5258.910645
	Iteration 19Q: 3 clusters Score -6362316 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -6362399.000000 Penalty: 5258.910645
	Iteration 20F: 3 clusters Score -6362399 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -6362486.500000 Penalty: 5258.910645
	Iteration 21Q: 3 clusters Score -6362486 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -6362554.500000 Penalty: 5258.910645
	Iteration 22Q: 3 clusters Score -6362554 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -6362606.500000 Penalty: 5258.910645
	Iteration 23Q: 3 clusters Score -6362606 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -6362631.500000 Penalty: 5258.910645
	Iteration 24Q: 3 clusters Score -6362632 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -6362682.500000 Penalty: 5258.910645
	Iteration 25Q: 3 clusters Score -6362682 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -6362690.000000 Penalty: 5258.910645
	Iteration 26Q: 3 clusters Score -6362690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6362738.000000 Penalty: 5258.910645
	Iteration 27Q: 3 clusters Score -6362738 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -6362784.000000 Penalty: 5258.910645
	Iteration 28Q: 3 clusters Score -6362784 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -6362823.000000 Penalty: 5258.910645
	Iteration 29Q: 3 clusters Score -6362823 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -6362829.500000 Penalty: 5258.910645
	Iteration 30Q: 3 clusters Score -6362830 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -6362837.000000 Penalty: 5258.910645
	Iteration 31Q: 3 clusters Score -6362837 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6362860.500000 Penalty: 5258.910645
	Iteration 32Q: 3 clusters Score -6362860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6362867.000000 Penalty: 5258.910645
	Iteration 33Q: 3 clusters Score -6362867 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -6362885.500000 Penalty: 5258.910645
	Iteration 34Q: 3 clusters Score -6362886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -6362911.000000 Penalty: 5258.910645
	Iteration 35Q: 3 clusters Score -6362911 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -6362943.500000 Penalty: 5258.910645
	Iteration 36Q: 3 clusters Score -6362944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -6362961.500000 Penalty: 5258.910645
	Iteration 37Q: 3 clusters Score -6362962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -6362983.500000 Penalty: 5258.910645
	Iteration 38Q: 3 clusters Score -6362984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6362981.500000 Penalty: 5258.910645
	Iteration 39Q: 3 clusters Score -6362982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6363002.000000 Penalty: 5258.910645
	Iteration 40F: 3 clusters Score -6363002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -6363021.000000 Penalty: 5258.910645
	Iteration 41Q: 3 clusters Score -6363021 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -6363032.000000 Penalty: 5258.910645
	Iteration 42Q: 3 clusters Score -6363032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -6363044.000000 Penalty: 5258.910645
	Iteration 43Q: 3 clusters Score -6363044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -6363021.000000 Penalty: 5258.910645
	Iteration 44Q: 3 clusters Score -6363021 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6363041.500000 Penalty: 5258.910645
	Iteration 45Q: 3 clusters Score -6363042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -6363047.000000 Penalty: 5258.910645
	Iteration 46Q: 3 clusters Score -6363047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -6363054.500000 Penalty: 5258.910645
	Iteration 47Q: 3 clusters Score -6363054 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -6363065.000000 Penalty: 5258.910645
	Iteration 48Q: 3 clusters Score -6363065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -6363073.000000 Penalty: 5258.910645
	Iteration 49Q: 3 clusters Score -6363073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -6363082.500000 Penalty: 5258.910645
	Iteration 50Q: 3 clusters Score -6363082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -6363094.500000 Penalty: 5258.910645
	Iteration 51Q: 3 clusters Score -6363094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6363101.500000 Penalty: 5258.910645
	Iteration 52Q: 3 clusters Score -6363102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6363102.500000 Penalty: 5258.910645
	Iteration 53Q: 3 clusters Score -6363102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6363110.000000 Penalty: 5258.910645
	Iteration 54Q: 3 clusters Score -6363110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6363115.000000 Penalty: 5258.910645
	Iteration 55Q: 3 clusters Score -6363115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6363132.000000 Penalty: 5258.910645
	Iteration 56Q: 3 clusters Score -6363132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6363131.500000 Penalty: 5258.910645
	Iteration 57Q: 3 clusters Score -6363132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6363134.000000 Penalty: 5258.910645
	Iteration 58Q: 3 clusters Score -6363134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6363134.000000 Penalty: 5258.910645
	Iteration 59Q: 3 clusters Score -6363134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6363153.000000 Penalty: 5258.910645
	Iteration 60F: 3 clusters Score -6363153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6363154.000000 Penalty: 5258.910645
	Iteration 61Q: 3 clusters Score -6363154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6363161.500000 Penalty: 5258.910645
	Iteration 62Q: 3 clusters Score -6363162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6363170.500000 Penalty: 5258.910645
	Iteration 63Q: 3 clusters Score -6363170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6363182.500000 Penalty: 5258.910645
	Iteration 64Q: 3 clusters Score -6363182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6363190.500000 Penalty: 5258.910645
	Iteration 65Q: 3 clusters Score -6363190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6363185.500000 Penalty: 5258.910645
	Iteration 66Q: 3 clusters Score -6363186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6363199.500000 Penalty: 5258.910645
	Iteration 67Q: 3 clusters Score -6363200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6363203.500000 Penalty: 5258.910645
	Iteration 68Q: 3 clusters Score -6363204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6363209.500000 Penalty: 5258.910645
	Iteration 69Q: 3 clusters Score -6363210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6363240.000000 Penalty: 5258.910645
	Iteration 70Q: 3 clusters Score -6363240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6363259.000000 Penalty: 5258.910645
	Iteration 71Q: 3 clusters Score -6363259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6363261.500000 Penalty: 5258.910645
	Iteration 72Q: 3 clusters Score -6363262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -6363287.500000 Penalty: 5258.910645
	Iteration 73Q: 3 clusters Score -6363288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -6363294.500000 Penalty: 5258.910645
	Iteration 74Q: 3 clusters Score -6363294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6363314.000000 Penalty: 5258.910645
	Iteration 75Q: 3 clusters Score -6363314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6363315.500000 Penalty: 5258.910645
	Iteration 76Q: 3 clusters Score -6363316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6363327.500000 Penalty: 5258.910645
	Iteration 77Q: 3 clusters Score -6363328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6363359.000000 Penalty: 5258.910645
	Iteration 78Q: 3 clusters Score -6363359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -6363359.500000 Penalty: 5258.910645
	Iteration 79Q: 3 clusters Score -6363360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6363372.500000 Penalty: 5258.910645
	Iteration 80F: 3 clusters Score -6363372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6363375.000000 Penalty: 5258.910645
	Iteration 81Q: 3 clusters Score -6363375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6363392.500000 Penalty: 5258.910645
	Iteration 82Q: 3 clusters Score -6363392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6363412.000000 Penalty: 5258.910645
	Iteration 83Q: 3 clusters Score -6363412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6363420.000000 Penalty: 5258.910645
	Iteration 84Q: 3 clusters Score -6363420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -6363433.500000 Penalty: 5258.910645
	Iteration 85Q: 3 clusters Score -6363434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6363446.000000 Penalty: 5258.910645
	Iteration 86Q: 3 clusters Score -6363446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6363471.500000 Penalty: 5258.910645
	Iteration 87Q: 3 clusters Score -6363472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6363497.000000 Penalty: 5258.910645
	Iteration 88Q: 3 clusters Score -6363497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -6363501.500000 Penalty: 5258.910645
	Iteration 89Q: 3 clusters Score -6363502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6363505.000000 Penalty: 5258.910645
	Iteration 90Q: 3 clusters Score -6363505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6363511.500000 Penalty: 5258.910645
	Iteration 91Q: 3 clusters Score -6363512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6363545.500000 Penalty: 5258.910645
	Iteration 92Q: 3 clusters Score -6363546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6363559.500000 Penalty: 5258.910645
	Iteration 93Q: 3 clusters Score -6363560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6363563.500000 Penalty: 5258.910645
	Iteration 94Q: 3 clusters Score -6363564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6363575.500000 Penalty: 5258.910645
	Iteration 95Q: 3 clusters Score -6363576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6363591.000000 Penalty: 5258.910645
	Iteration 96Q: 3 clusters Score -6363591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6363605.500000 Penalty: 5258.910645
	Iteration 97Q: 3 clusters Score -6363606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6363632.000000 Penalty: 5258.910645
	Iteration 98Q: 3 clusters Score -6363632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6363638.500000 Penalty: 5258.910645
	Iteration 99Q: 3 clusters Score -6363638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6363645.000000 Penalty: 5258.910645
	Iteration 100F: 3 clusters Score -6363645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6363654.000000 Penalty: 5258.910645
	Iteration 101Q: 3 clusters Score -6363654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6363658.500000 Penalty: 5258.910645
	Iteration 102Q: 3 clusters Score -6363658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6363661.000000 Penalty: 5258.910645
	Iteration 103Q: 3 clusters Score -6363661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6363669.500000 Penalty: 5258.910645
	Iteration 104Q: 3 clusters Score -6363670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6363675.500000 Penalty: 5258.910645
	Iteration 105Q: 3 clusters Score -6363676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6363691.000000 Penalty: 5258.910645
	Iteration 106Q: 3 clusters Score -6363691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6363692.000000 Penalty: 5258.910645
	Iteration 107Q: 3 clusters Score -6363692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6363706.000000 Penalty: 5258.910645
	Iteration 108Q: 3 clusters Score -6363706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6363721.000000 Penalty: 5258.910645
	Iteration 109Q: 3 clusters Score -6363721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6363739.500000 Penalty: 5258.910645
	Iteration 110Q: 3 clusters Score -6363740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6363740.000000 Penalty: 5258.910645
	Iteration 111Q: 3 clusters Score -6363740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6363743.000000 Penalty: 5258.910645
	Iteration 112Q: 3 clusters Score -6363743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6363751.000000 Penalty: 5258.910645
	Iteration 113Q: 3 clusters Score -6363751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6363747.500000 Penalty: 5258.910645
	Iteration 114Q: 3 clusters Score -6363748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6363757.500000 Penalty: 5258.910645
	Iteration 115Q: 3 clusters Score -6363758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6363763.000000 Penalty: 5258.910645
	Iteration 116Q: 3 clusters Score -6363763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6363770.000000 Penalty: 5258.910645
	Iteration 117Q: 3 clusters Score -6363770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6363774.500000 Penalty: 5258.910645
	Iteration 118Q: 3 clusters Score -6363774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6363782.000000 Penalty: 5258.910645
	Iteration 119Q: 3 clusters Score -6363782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6363790.500000 Penalty: 5258.910645
	Iteration 120F: 3 clusters Score -6363790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6363788.500000 Penalty: 5258.910645
	Iteration 121Q: 3 clusters Score -6363788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6363792.500000 Penalty: 5258.910645
	Iteration 122Q: 3 clusters Score -6363792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6363799.000000 Penalty: 5258.910645
	Iteration 123Q: 3 clusters Score -6363799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6363804.000000 Penalty: 5258.910645
	Iteration 124Q: 3 clusters Score -6363804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6363813.500000 Penalty: 5258.910645
	Iteration 125Q: 3 clusters Score -6363814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6363815.500000 Penalty: 5258.910645
	Iteration 126Q: 3 clusters Score -6363816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6363811.500000 Penalty: 5258.910645
	Iteration 127Q: 3 clusters Score -6363812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6363811.500000 Penalty: 5258.910645
	Iteration 128Q: 3 clusters Score -6363812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6363806.000000 Penalty: 5258.910645
	Iteration 129Q: 3 clusters Score -6363806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6363811.500000 Penalty: 5258.910645
	Iteration 130Q: 3 clusters Score -6363812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6363807.500000 Penalty: 5258.910645
	Iteration 131Q: 3 clusters Score -6363808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6363809.000000 Penalty: 5258.910645
	Iteration 132Q: 3 clusters Score -6363809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6363812.000000 Penalty: 5258.910645
	Iteration 133Q: 3 clusters Score -6363812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6363809.000000 Penalty: 5258.910645
	Iteration 134Q: 3 clusters Score -6363809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6363812.000000 Penalty: 5258.910645
	Iteration 135Q: 3 clusters Score -6363812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6363811.000000 Penalty: 5258.910645
	Iteration 136Q: 3 clusters Score -6363811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6363806.000000 Penalty: 5258.910645
	Iteration 137Q: 3 clusters Score -6363806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6363807.000000 Penalty: 5258.910645
	Iteration 138Q: 3 clusters Score -6363807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6363810.500000 Penalty: 5258.910645
	Iteration 139Q: 3 clusters Score -6363810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6363809.000000 Penalty: 5258.910645
	Iteration 140F: 3 clusters Score -6363809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6363811.500000 Penalty: 5258.910645
	Iteration 141Q: 3 clusters Score -6363812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6363812.500000 Penalty: 5258.910645
	Iteration 142Q: 3 clusters Score -6363812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6363814.000000 Penalty: 5258.910645
	Iteration 143Q: 3 clusters Score -6363814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6363805.500000 Penalty: 5258.910645
	Iteration 144Q: 3 clusters Score -6363806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6363808.000000 Penalty: 5258.910645
	Iteration 145Q: 3 clusters Score -6363808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6363808.500000 Penalty: 5258.910645
	Iteration 146Q: 3 clusters Score -6363808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6363812.500000 Penalty: 5258.910645
	Iteration 147Q: 3 clusters Score -6363812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6363804.500000 Penalty: 5258.910645
	Iteration 148Q: 3 clusters Score -6363804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6363806.000000 Penalty: 5258.910645
	Iteration 149Q: 3 clusters Score -6363806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6363813.500000 Penalty: 5258.910645
	Iteration 150Q: 3 clusters Score -6363814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6363818.500000 Penalty: 5258.910645
	Iteration 151Q: 3 clusters Score -6363818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6363819.000000 Penalty: 5258.910645
	Iteration 152Q: 3 clusters Score -6363819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6363816.000000 Penalty: 5258.910645
	Iteration 153Q: 3 clusters Score -6363816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6363811.000000 Penalty: 5258.910645
	Iteration 154Q: 3 clusters Score -6363811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6363808.500000 Penalty: 5258.910645
	Iteration 155Q: 3 clusters Score -6363808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6363821.000000 Penalty: 5258.910645
	Iteration 156Q: 3 clusters Score -6363821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6363813.500000 Penalty: 5258.910645
	Iteration 157Q: 3 clusters Score -6363814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6363818.500000 Penalty: 5258.910645
	Iteration 158Q: 3 clusters Score -6363818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6363818.500000 Penalty: 5258.910645
	Iteration 159Q: 3 clusters Score -6363818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6363827.500000 Penalty: 5258.910645
	Iteration 160F: 3 clusters Score -6363828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6363836.000000 Penalty: 5258.910645
	Iteration 161Q: 3 clusters Score -6363836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6363836.000000 Penalty: 5258.910645
	Iteration 162Q: 3 clusters Score -6363836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6363837.500000 Penalty: 5258.910645
	Iteration 163Q: 3 clusters Score -6363838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6363840.500000 Penalty: 5258.910645
	Iteration 164Q: 3 clusters Score -6363840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6363844.500000 Penalty: 5258.910645
	Iteration 165Q: 3 clusters Score -6363844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6363845.000000 Penalty: 5258.910645
	Iteration 166Q: 3 clusters Score -6363845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6363849.000000 Penalty: 5258.910645
	Iteration 167Q: 3 clusters Score -6363849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6363852.500000 Penalty: 5258.910645
	Iteration 168Q: 3 clusters Score -6363852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6363854.500000 Penalty: 5258.910645
	Iteration 169Q: 3 clusters Score -6363854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6363853.000000 Penalty: 5258.910645
	Iteration 170Q: 3 clusters Score -6363853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6363848.500000 Penalty: 5258.910645
	Iteration 171Q: 3 clusters Score -6363848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6363854.500000 Penalty: 5258.910645
	Iteration 172Q: 3 clusters Score -6363854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6363849.500000 Penalty: 5258.910645
	Iteration 173Q: 3 clusters Score -6363850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6363849.500000 Penalty: 5258.910645
	Iteration 174F: 3 clusters Score -6363850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Entering Unmasked Estep 
Score: -2750057.000000 Penalty: 2426.327148
	Iteration 0F: 2 clusters Score -2750057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2737321.000000 Penalty: 4852.654297
	Iteration 0F: 3 clusters Score -2737321 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2741658.500000 Penalty: 4852.654297
	Iteration 1F: 3 clusters Score -2741658 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2742366.250000 Penalty: 4852.654297
	Iteration 2F: 3 clusters Score -2742366 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2743245.250000 Penalty: 4852.654297
	Iteration 3F: 3 clusters Score -2743245 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2744122.750000 Penalty: 4852.654297
	Iteration 4F: 3 clusters Score -2744123 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2744923.250000 Penalty: 4852.654297
	Iteration 5F: 3 clusters Score -2744923 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2745528.250000 Penalty: 4852.654297
	Iteration 6F: 3 clusters Score -2745528 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2745985.250000 Penalty: 4852.654297
	Iteration 7Q: 3 clusters Score -2745985 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2746295.250000 Penalty: 4852.654297
	Iteration 8Q: 3 clusters Score -2746295 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2746507.000000 Penalty: 4852.654297
	Iteration 9Q: 3 clusters Score -2746507 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2746637.750000 Penalty: 4852.654297
	Iteration 10Q: 3 clusters Score -2746638 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2746744.000000 Penalty: 4852.654297
	Iteration 11Q: 3 clusters Score -2746744 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2746813.250000 Penalty: 4852.654297
	Iteration 12Q: 3 clusters Score -2746813 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2746891.000000 Penalty: 4852.654297
	Iteration 13Q: 3 clusters Score -2746891 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2746956.000000 Penalty: 4852.654297
	Iteration 14Q: 3 clusters Score -2746956 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2747004.500000 Penalty: 4852.654297
	Iteration 15Q: 3 clusters Score -2747004 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2747058.750000 Penalty: 4852.654297
	Iteration 16Q: 3 clusters Score -2747059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2747110.000000 Penalty: 4852.654297
	Iteration 17Q: 3 clusters Score -2747110 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2747144.500000 Penalty: 4852.654297
	Iteration 18Q: 3 clusters Score -2747144 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2747180.250000 Penalty: 4852.654297
	Iteration 19Q: 3 clusters Score -2747180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2747214.250000 Penalty: 4852.654297
	Iteration 20F: 3 clusters Score -2747214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2747254.250000 Penalty: 4852.654297
	Iteration 21Q: 3 clusters Score -2747254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2747283.500000 Penalty: 4852.654297
	Iteration 22Q: 3 clusters Score -2747284 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2747311.750000 Penalty: 4852.654297
	Iteration 23Q: 3 clusters Score -2747312 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2747373.250000 Penalty: 4852.654297
	Iteration 24Q: 3 clusters Score -2747373 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2747414.250000 Penalty: 4852.654297
	Iteration 25Q: 3 clusters Score -2747414 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2747479.000000 Penalty: 4852.654297
	Iteration 26Q: 3 clusters Score -2747479 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2747538.000000 Penalty: 4852.654297
	Iteration 27Q: 3 clusters Score -2747538 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2747599.250000 Penalty: 4852.654297
	Iteration 28Q: 3 clusters Score -2747599 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2747686.750000 Penalty: 4852.654297
	Iteration 29Q: 3 clusters Score -2747687 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2747785.500000 Penalty: 4852.654297
	Iteration 30Q: 3 clusters Score -2747786 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2747926.750000 Penalty: 4852.654297
	Iteration 31Q: 3 clusters Score -2747927 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2748073.500000 Penalty: 4852.654297
	Iteration 32Q: 3 clusters Score -2748074 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2748200.250000 Penalty: 4852.654297
	Iteration 33Q: 3 clusters Score -2748200 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2748286.500000 Penalty: 4852.654297
	Iteration 34Q: 3 clusters Score -2748286 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2748374.000000 Penalty: 4852.654297
	Iteration 35Q: 3 clusters Score -2748374 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2748456.250000 Penalty: 4852.654297
	Iteration 36Q: 3 clusters Score -2748456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2748546.000000 Penalty: 4852.654297
	Iteration 37Q: 3 clusters Score -2748546 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2748611.000000 Penalty: 4852.654297
	Iteration 38Q: 3 clusters Score -2748611 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2748661.750000 Penalty: 4852.654297
	Iteration 39Q: 3 clusters Score -2748662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2748707.750000 Penalty: 4852.654297
	Iteration 40F: 3 clusters Score -2748708 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2748750.000000 Penalty: 4852.654297
	Iteration 41Q: 3 clusters Score -2748750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2748790.750000 Penalty: 4852.654297
	Iteration 42Q: 3 clusters Score -2748791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2748810.750000 Penalty: 4852.654297
	Iteration 43Q: 3 clusters Score -2748811 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2748864.750000 Penalty: 4852.654297
	Iteration 44Q: 3 clusters Score -2748865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2748921.750000 Penalty: 4852.654297
	Iteration 45Q: 3 clusters Score -2748922 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2749000.250000 Penalty: 4852.654297
	Iteration 46Q: 3 clusters Score -2749000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2749068.500000 Penalty: 4852.654297
	Iteration 47Q: 3 clusters Score -2749068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2749147.500000 Penalty: 4852.654297
	Iteration 48Q: 3 clusters Score -2749148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2749224.000000 Penalty: 4852.654297
	Iteration 49Q: 3 clusters Score -2749224 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2749308.000000 Penalty: 4852.654297
	Iteration 50Q: 3 clusters Score -2749308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2749402.750000 Penalty: 4852.654297
	Iteration 51Q: 3 clusters Score -2749403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2749501.750000 Penalty: 4852.654297
	Iteration 52Q: 3 clusters Score -2749502 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2749583.000000 Penalty: 4852.654297
	Iteration 53Q: 3 clusters Score -2749583 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2749645.750000 Penalty: 4852.654297
	Iteration 54Q: 3 clusters Score -2749646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2749690.000000 Penalty: 4852.654297
	Iteration 55Q: 3 clusters Score -2749690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2749752.250000 Penalty: 4852.654297
	Iteration 56Q: 3 clusters Score -2749752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2749810.000000 Penalty: 4852.654297
	Iteration 57Q: 3 clusters Score -2749810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2749842.250000 Penalty: 4852.654297
	Iteration 58Q: 3 clusters Score -2749842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2749863.000000 Penalty: 4852.654297
	Iteration 59Q: 3 clusters Score -2749863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2749890.250000 Penalty: 4852.654297
	Iteration 60F: 3 clusters Score -2749890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2749901.250000 Penalty: 4852.654297
	Iteration 61Q: 3 clusters Score -2749901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2749910.250000 Penalty: 4852.654297
	Iteration 62Q: 3 clusters Score -2749910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2749918.250000 Penalty: 4852.654297
	Iteration 63Q: 3 clusters Score -2749918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2749921.000000 Penalty: 4852.654297
	Iteration 64Q: 3 clusters Score -2749921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2749933.000000 Penalty: 4852.654297
	Iteration 65Q: 3 clusters Score -2749933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2749938.750000 Penalty: 4852.654297
	Iteration 66Q: 3 clusters Score -2749939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2749938.000000 Penalty: 4852.654297
	Iteration 67Q: 3 clusters Score -2749938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2749941.750000 Penalty: 4852.654297
	Iteration 68Q: 3 clusters Score -2749942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2749941.000000 Penalty: 4852.654297
	Iteration 69Q: 3 clusters Score -2749941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2749939.250000 Penalty: 4852.654297
	Iteration 70Q: 3 clusters Score -2749939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2749938.500000 Penalty: 4852.654297
	Iteration 71Q: 3 clusters Score -2749938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2749937.500000 Penalty: 4852.654297
	Iteration 72Q: 3 clusters Score -2749938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2749937.500000 Penalty: 4852.654297
	Iteration 73F: 3 clusters Score -2749938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Entering Unmasked Estep 
Score: -16721410.000000 Penalty: 2866.752197
	Iteration 0F: 2 clusters Score -1.672141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -16660693.000000 Penalty: 5733.504395
	Iteration 0F: 3 clusters Score -1.666069e+07 nChanged 49259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -16688715.000000 Penalty: 5733.504395
	Iteration 1F: 3 clusters Score -1.668872e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -16689567.000000 Penalty: 5733.504395
	Iteration 2Q: 3 clusters Score -1.668957e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -16690740.000000 Penalty: 5733.504395
	Iteration 3Q: 3 clusters Score -1.669074e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -16692178.000000 Penalty: 5733.504395
	Iteration 4Q: 3 clusters Score -1.669218e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -16694727.000000 Penalty: 5733.504395
	Iteration 5Q: 3 clusters Score -1.669473e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -16698151.000000 Penalty: 5733.504395
	Iteration 6F: 3 clusters Score -1.669815e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -16702019.000000 Penalty: 5733.504395
	Iteration 7F: 3 clusters Score -1.670202e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -16705495.000000 Penalty: 5733.504395
	Iteration 8F: 3 clusters Score -1.67055e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -16707775.000000 Penalty: 5733.504395
	Iteration 9F: 3 clusters Score -1.670778e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -16709406.000000 Penalty: 5733.504395
	Iteration 10Q: 3 clusters Score -1.670941e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -16710195.000000 Penalty: 5733.504395
	Iteration 11Q: 3 clusters Score -1.67102e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -16710689.000000 Penalty: 5733.504395
	Iteration 12Q: 3 clusters Score -1.671069e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -16711163.000000 Penalty: 5733.504395
	Iteration 13Q: 3 clusters Score -1.671116e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -16711563.000000 Penalty: 5733.504395
	Iteration 14Q: 3 clusters Score -1.671156e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -16712064.000000 Penalty: 5733.504395
	Iteration 15Q: 3 clusters Score -1.671206e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -16712446.000000 Penalty: 5733.504395
	Iteration 16Q: 3 clusters Score -1.671245e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -16712603.000000 Penalty: 5733.504395
	Iteration 17Q: 3 clusters Score -1.67126e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -16712868.000000 Penalty: 5733.504395
	Iteration 18Q: 3 clusters Score -1.671287e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -16713172.000000 Penalty: 5733.504395
	Iteration 19Q: 3 clusters Score -1.671317e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -16713535.000000 Penalty: 5733.504395
	Iteration 20F: 3 clusters Score -1.671354e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -16714257.000000 Penalty: 5733.504395
	Iteration 21Q: 3 clusters Score -1.671426e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -16715073.000000 Penalty: 5733.504395
	Iteration 22Q: 3 clusters Score -1.671507e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -16715925.000000 Penalty: 5733.504395
	Iteration 23Q: 3 clusters Score -1.671592e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -16716828.000000 Penalty: 5733.504395
	Iteration 24Q: 3 clusters Score -1.671683e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -16717465.000000 Penalty: 5733.504395
	Iteration 25Q: 3 clusters Score -1.671746e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -16717931.000000 Penalty: 5733.504395
	Iteration 26Q: 3 clusters Score -1.671793e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -16718321.000000 Penalty: 5733.504395
	Iteration 27Q: 3 clusters Score -1.671832e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -16718483.000000 Penalty: 5733.504395
	Iteration 28Q: 3 clusters Score -1.671848e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -16718653.000000 Penalty: 5733.504395
	Iteration 29Q: 3 clusters Score -1.671865e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -16718706.000000 Penalty: 5733.504395
	Iteration 30Q: 3 clusters Score -1.671871e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -16718762.000000 Penalty: 5733.504395
	Iteration 31Q: 3 clusters Score -1.671876e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -16718783.000000 Penalty: 5733.504395
	Iteration 32Q: 3 clusters Score -1.671878e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -16718815.000000 Penalty: 5733.504395
	Iteration 33Q: 3 clusters Score -1.671882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -16718871.000000 Penalty: 5733.504395
	Iteration 34Q: 3 clusters Score -1.671887e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -16718898.000000 Penalty: 5733.504395
	Iteration 35Q: 3 clusters Score -1.67189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -16718889.000000 Penalty: 5733.504395
	Iteration 36Q: 3 clusters Score -1.671889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -16718917.000000 Penalty: 5733.504395
	Iteration 37Q: 3 clusters Score -1.671892e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -16718908.000000 Penalty: 5733.504395
	Iteration 38Q: 3 clusters Score -1.671891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -16718911.000000 Penalty: 5733.504395
	Iteration 39Q: 3 clusters Score -1.671891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -16718919.000000 Penalty: 5733.504395
	Iteration 40F: 3 clusters Score -1.671892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -16718928.000000 Penalty: 5733.504395
	Iteration 41Q: 3 clusters Score -1.671893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 104147 members 
Entering Unmasked Estep 
Score: -16718923.000000 Penalty: 5733.504395
	Iteration 42Q: 3 clusters Score -1.671892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -16718924.000000 Penalty: 5733.504395
	Iteration 43Q: 3 clusters Score -1.671892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 104152 members 
Entering Unmasked Estep 
Score: -16718933.000000 Penalty: 5733.504395
	Iteration 44Q: 3 clusters Score -1.671893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -16718946.000000 Penalty: 5733.504395
	Iteration 45Q: 3 clusters Score -1.671895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 104156 members 
Entering Unmasked Estep 
Score: -16718950.000000 Penalty: 5733.504395
	Iteration 46Q: 3 clusters Score -1.671895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -16718936.000000 Penalty: 5733.504395
	Iteration 47Q: 3 clusters Score -1.671894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -16718948.000000 Penalty: 5733.504395
	Iteration 48Q: 3 clusters Score -1.671895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 104157 members 
Entering Unmasked Estep 
Score: -16718949.000000 Penalty: 5733.504395
	Iteration 49Q: 3 clusters Score -1.671895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 104158 members 
Entering Unmasked Estep 
Score: -16718948.000000 Penalty: 5733.504395
	Iteration 50Q: 3 clusters Score -1.671895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -16718942.000000 Penalty: 5733.504395
	Iteration 51Q: 3 clusters Score -1.671894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -16718945.000000 Penalty: 5733.504395
	Iteration 52Q: 3 clusters Score -1.671894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -16718947.000000 Penalty: 5733.504395
	Iteration 53Q: 3 clusters Score -1.671895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -16718937.000000 Penalty: 5733.504395
	Iteration 54Q: 3 clusters Score -1.671894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -16718934.000000 Penalty: 5733.504395
	Iteration 55Q: 3 clusters Score -1.671893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -16718928.000000 Penalty: 5733.504395
	Iteration 56Q: 3 clusters Score -1.671893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -16718928.000000 Penalty: 5733.504395
	Iteration 57F: 3 clusters Score -1.671893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -1152388.875000 Penalty: 2210.460449
	Iteration 0F: 2 clusters Score -1152389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1146391.125000 Penalty: 4420.920898
	Iteration 0F: 3 clusters Score -1146391 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1148040.500000 Penalty: 4420.920898
	Iteration 1F: 3 clusters Score -1148040 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1148366.375000 Penalty: 4420.920898
	Iteration 2F: 3 clusters Score -1148366 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1148644.875000 Penalty: 4420.920898
	Iteration 3F: 3 clusters Score -1148645 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1148899.250000 Penalty: 4420.920898
	Iteration 4F: 3 clusters Score -1148899 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1149193.625000 Penalty: 4420.920898
	Iteration 5F: 3 clusters Score -1149194 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1149475.125000 Penalty: 4420.920898
	Iteration 6F: 3 clusters Score -1149475 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1149750.875000 Penalty: 4420.920898
	Iteration 7F: 3 clusters Score -1149751 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1149959.875000 Penalty: 4420.920898
	Iteration 8Q: 3 clusters Score -1149960 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1150139.750000 Penalty: 4420.920898
	Iteration 9Q: 3 clusters Score -1150140 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1150247.375000 Penalty: 4420.920898
	Iteration 10Q: 3 clusters Score -1150247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1150310.125000 Penalty: 4420.920898
	Iteration 11Q: 3 clusters Score -1150310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1150349.375000 Penalty: 4420.920898
	Iteration 12Q: 3 clusters Score -1150349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1150378.000000 Penalty: 4420.920898
	Iteration 13Q: 3 clusters Score -1150378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1150397.000000 Penalty: 4420.920898
	Iteration 14Q: 3 clusters Score -1150397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1150404.875000 Penalty: 4420.920898
	Iteration 15Q: 3 clusters Score -1150405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1150414.750000 Penalty: 4420.920898
	Iteration 16Q: 3 clusters Score -1150415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1150420.125000 Penalty: 4420.920898
	Iteration 17Q: 3 clusters Score -1150420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1150424.250000 Penalty: 4420.920898
	Iteration 18Q: 3 clusters Score -1150424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1150425.750000 Penalty: 4420.920898
	Iteration 19Q: 3 clusters Score -1150426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1150429.375000 Penalty: 4420.920898
	Iteration 20F: 3 clusters Score -1150429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1150431.000000 Penalty: 4420.920898
	Iteration 21Q: 3 clusters Score -1150431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1150432.625000 Penalty: 4420.920898
	Iteration 22Q: 3 clusters Score -1150433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1150436.625000 Penalty: 4420.920898
	Iteration 23Q: 3 clusters Score -1150437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1150436.250000 Penalty: 4420.920898
	Iteration 24Q: 3 clusters Score -1150436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1150437.000000 Penalty: 4420.920898
	Iteration 25Q: 3 clusters Score -1150437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1150435.875000 Penalty: 4420.920898
	Iteration 26Q: 3 clusters Score -1150436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1150436.750000 Penalty: 4420.920898
	Iteration 27Q: 3 clusters Score -1150437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1150438.375000 Penalty: 4420.920898
	Iteration 28Q: 3 clusters Score -1150438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1150438.375000 Penalty: 4420.920898
	Iteration 29F: 3 clusters Score -1150438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Entering Unmasked Estep 
Score: -1784919.500000 Penalty: 2319.234863
	Iteration 0F: 2 clusters Score -1784920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1776395.125000 Penalty: 4638.469727
	Iteration 0F: 3 clusters Score -1776395 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1779092.875000 Penalty: 4638.469727
	Iteration 1F: 3 clusters Score -1779093 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1779714.250000 Penalty: 4638.469727
	Iteration 2F: 3 clusters Score -1779714 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1780442.000000 Penalty: 4638.469727
	Iteration 3F: 3 clusters Score -1780442 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1781261.125000 Penalty: 4638.469727
	Iteration 4F: 3 clusters Score -1781261 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1782055.375000 Penalty: 4638.469727
	Iteration 5F: 3 clusters Score -1782055 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1782616.375000 Penalty: 4638.469727
	Iteration 6F: 3 clusters Score -1782616 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1782948.375000 Penalty: 4638.469727
	Iteration 7F: 3 clusters Score -1782948 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1783143.875000 Penalty: 4638.469727
	Iteration 8Q: 3 clusters Score -1783144 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1783272.250000 Penalty: 4638.469727
	Iteration 9Q: 3 clusters Score -1783272 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1783362.500000 Penalty: 4638.469727
	Iteration 10Q: 3 clusters Score -1783362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1783426.250000 Penalty: 4638.469727
	Iteration 11Q: 3 clusters Score -1783426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1783485.125000 Penalty: 4638.469727
	Iteration 12Q: 3 clusters Score -1783485 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1783525.250000 Penalty: 4638.469727
	Iteration 13Q: 3 clusters Score -1783525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1783547.000000 Penalty: 4638.469727
	Iteration 14Q: 3 clusters Score -1783547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1783563.000000 Penalty: 4638.469727
	Iteration 15Q: 3 clusters Score -1783563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1783589.375000 Penalty: 4638.469727
	Iteration 16Q: 3 clusters Score -1783589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1783604.125000 Penalty: 4638.469727
	Iteration 17Q: 3 clusters Score -1783604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1783611.125000 Penalty: 4638.469727
	Iteration 18Q: 3 clusters Score -1783611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1783623.750000 Penalty: 4638.469727
	Iteration 19Q: 3 clusters Score -1783624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1783631.000000 Penalty: 4638.469727
	Iteration 20F: 3 clusters Score -1783631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1783639.250000 Penalty: 4638.469727
	Iteration 21Q: 3 clusters Score -1783639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1783646.375000 Penalty: 4638.469727
	Iteration 22Q: 3 clusters Score -1783646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1783645.750000 Penalty: 4638.469727
	Iteration 23Q: 3 clusters Score -1783646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1783655.000000 Penalty: 4638.469727
	Iteration 24Q: 3 clusters Score -1783655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1783657.500000 Penalty: 4638.469727
	Iteration 25Q: 3 clusters Score -1783658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1783658.625000 Penalty: 4638.469727
	Iteration 26Q: 3 clusters Score -1783659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1783661.000000 Penalty: 4638.469727
	Iteration 27Q: 3 clusters Score -1783661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1783662.000000 Penalty: 4638.469727
	Iteration 28Q: 3 clusters Score -1783662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1783666.375000 Penalty: 4638.469727
	Iteration 29Q: 3 clusters Score -1783666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1783670.875000 Penalty: 4638.469727
	Iteration 30Q: 3 clusters Score -1783671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1783675.625000 Penalty: 4638.469727
	Iteration 31Q: 3 clusters Score -1783676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1783681.875000 Penalty: 4638.469727
	Iteration 32Q: 3 clusters Score -1783682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1783686.500000 Penalty: 4638.469727
	Iteration 33Q: 3 clusters Score -1783686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1783693.375000 Penalty: 4638.469727
	Iteration 34Q: 3 clusters Score -1783693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1783693.000000 Penalty: 4638.469727
	Iteration 35Q: 3 clusters Score -1783693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1783698.125000 Penalty: 4638.469727
	Iteration 36Q: 3 clusters Score -1783698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1783700.000000 Penalty: 4638.469727
	Iteration 37Q: 3 clusters Score -1783700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1783707.500000 Penalty: 4638.469727
	Iteration 38Q: 3 clusters Score -1783708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1783708.500000 Penalty: 4638.469727
	Iteration 39Q: 3 clusters Score -1783708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1783709.875000 Penalty: 4638.469727
	Iteration 40F: 3 clusters Score -1783710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1783715.250000 Penalty: 4638.469727
	Iteration 41Q: 3 clusters Score -1783715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1783718.875000 Penalty: 4638.469727
	Iteration 42Q: 3 clusters Score -1783719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1783719.750000 Penalty: 4638.469727
	Iteration 43Q: 3 clusters Score -1783720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1783720.500000 Penalty: 4638.469727
	Iteration 44Q: 3 clusters Score -1783720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1783721.000000 Penalty: 4638.469727
	Iteration 45Q: 3 clusters Score -1783721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1783723.125000 Penalty: 4638.469727
	Iteration 46Q: 3 clusters Score -1783723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1783721.250000 Penalty: 4638.469727
	Iteration 47Q: 3 clusters Score -1783721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1783721.750000 Penalty: 4638.469727
	Iteration 48Q: 3 clusters Score -1783722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1783726.750000 Penalty: 4638.469727
	Iteration 49Q: 3 clusters Score -1783727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1783726.750000 Penalty: 4638.469727
	Iteration 50Q: 3 clusters Score -1783727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1783731.000000 Penalty: 4638.469727
	Iteration 51Q: 3 clusters Score -1783731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1783734.000000 Penalty: 4638.469727
	Iteration 52Q: 3 clusters Score -1783734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1783734.750000 Penalty: 4638.469727
	Iteration 53Q: 3 clusters Score -1783735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1783734.375000 Penalty: 4638.469727
	Iteration 54Q: 3 clusters Score -1783734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1783739.000000 Penalty: 4638.469727
	Iteration 55Q: 3 clusters Score -1783739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1783744.875000 Penalty: 4638.469727
	Iteration 56Q: 3 clusters Score -1783745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1783746.375000 Penalty: 4638.469727
	Iteration 57Q: 3 clusters Score -1783746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1783748.375000 Penalty: 4638.469727
	Iteration 58Q: 3 clusters Score -1783748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1783751.125000 Penalty: 4638.469727
	Iteration 59Q: 3 clusters Score -1783751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1783758.625000 Penalty: 4638.469727
	Iteration 60F: 3 clusters Score -1783759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1783759.375000 Penalty: 4638.469727
	Iteration 61Q: 3 clusters Score -1783759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1783758.000000 Penalty: 4638.469727
	Iteration 62Q: 3 clusters Score -1783758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1783760.375000 Penalty: 4638.469727
	Iteration 63Q: 3 clusters Score -1783760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1783758.875000 Penalty: 4638.469727
	Iteration 64Q: 3 clusters Score -1783759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1783759.625000 Penalty: 4638.469727
	Iteration 65Q: 3 clusters Score -1783760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1783761.125000 Penalty: 4638.469727
	Iteration 66Q: 3 clusters Score -1783761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1783764.000000 Penalty: 4638.469727
	Iteration 67Q: 3 clusters Score -1783764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1783767.500000 Penalty: 4638.469727
	Iteration 68Q: 3 clusters Score -1783768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1783764.500000 Penalty: 4638.469727
	Iteration 69Q: 3 clusters Score -1783764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1783771.750000 Penalty: 4638.469727
	Iteration 70Q: 3 clusters Score -1783772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1783775.500000 Penalty: 4638.469727
	Iteration 71Q: 3 clusters Score -1783776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1783786.000000 Penalty: 4638.469727
	Iteration 72Q: 3 clusters Score -1783786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1783786.500000 Penalty: 4638.469727
	Iteration 73Q: 3 clusters Score -1783786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1783789.125000 Penalty: 4638.469727
	Iteration 74Q: 3 clusters Score -1783789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1783791.000000 Penalty: 4638.469727
	Iteration 75Q: 3 clusters Score -1783791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1783791.375000 Penalty: 4638.469727
	Iteration 76Q: 3 clusters Score -1783791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1783791.750000 Penalty: 4638.469727
	Iteration 77Q: 3 clusters Score -1783792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1783792.125000 Penalty: 4638.469727
	Iteration 78Q: 3 clusters Score -1783792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1783795.375000 Penalty: 4638.469727
	Iteration 79Q: 3 clusters Score -1783795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1783798.375000 Penalty: 4638.469727
	Iteration 80F: 3 clusters Score -1783798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1783802.625000 Penalty: 4638.469727
	Iteration 81Q: 3 clusters Score -1783803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1783808.250000 Penalty: 4638.469727
	Iteration 82Q: 3 clusters Score -1783808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1783809.000000 Penalty: 4638.469727
	Iteration 83Q: 3 clusters Score -1783809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1783808.125000 Penalty: 4638.469727
	Iteration 84Q: 3 clusters Score -1783808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1783810.625000 Penalty: 4638.469727
	Iteration 85Q: 3 clusters Score -1783811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1783811.625000 Penalty: 4638.469727
	Iteration 86Q: 3 clusters Score -1783812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1783810.625000 Penalty: 4638.469727
	Iteration 87Q: 3 clusters Score -1783811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1783813.375000 Penalty: 4638.469727
	Iteration 88Q: 3 clusters Score -1783813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1783814.250000 Penalty: 4638.469727
	Iteration 89Q: 3 clusters Score -1783814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1783815.625000 Penalty: 4638.469727
	Iteration 90Q: 3 clusters Score -1783816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1783814.000000 Penalty: 4638.469727
	Iteration 91Q: 3 clusters Score -1783814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1783815.625000 Penalty: 4638.469727
	Iteration 92Q: 3 clusters Score -1783816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1783815.625000 Penalty: 4638.469727
	Iteration 93F: 3 clusters Score -1783816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -467502.062500 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -467502.1 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 1464 members 
Entering Unmasked Estep 
Score: -464192.375000 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -464192.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -464850.156250 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -464850.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -465017.875000 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -465017.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -465116.187500 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -465116.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -465182.781250 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -465182.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -465237.187500 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -465237.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -465282.781250 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -465282.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -465321.375000 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -465321.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -465345.437500 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -465345.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -465362.281250 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -465362.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -465378.500000 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -465378.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -465390.625000 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -465390.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -465411.406250 Penalty: 3966.006104
	Iteration 12Q: 3 clusters Score -465411.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -465437.125000 Penalty: 3966.006104
	Iteration 13Q: 3 clusters Score -465437.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -465467.781250 Penalty: 3966.006104
	Iteration 14Q: 3 clusters Score -465467.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -465505.718750 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -465505.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -465547.718750 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -465547.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -465607.500000 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -465607.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -465670.843750 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -465670.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -465731.531250 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -465731.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -465786.000000 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -465786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -465854.812500 Penalty: 3966.006104
	Iteration 21Q: 3 clusters Score -465854.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -465910.125000 Penalty: 3966.006104
	Iteration 22Q: 3 clusters Score -465910.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -465945.968750 Penalty: 3966.006104
	Iteration 23Q: 3 clusters Score -465946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -465963.593750 Penalty: 3966.006104
	Iteration 24Q: 3 clusters Score -465963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -465976.312500 Penalty: 3966.006104
	Iteration 25Q: 3 clusters Score -465976.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -465993.562500 Penalty: 3966.006104
	Iteration 26Q: 3 clusters Score -465993.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -466009.375000 Penalty: 3966.006104
	Iteration 27Q: 3 clusters Score -466009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -466014.000000 Penalty: 3966.006104
	Iteration 28Q: 3 clusters Score -466014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -466019.406250 Penalty: 3966.006104
	Iteration 29Q: 3 clusters Score -466019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -466025.531250 Penalty: 3966.006104
	Iteration 30Q: 3 clusters Score -466025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -466025.656250 Penalty: 3966.006104
	Iteration 31Q: 3 clusters Score -466025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -466027.437500 Penalty: 3966.006104
	Iteration 32Q: 3 clusters Score -466027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -466027.468750 Penalty: 3966.006104
	Iteration 33Q: 3 clusters Score -466027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -466028.468750 Penalty: 3966.006104
	Iteration 34Q: 3 clusters Score -466028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -466028.468750 Penalty: 3966.006104
	Iteration 35F: 3 clusters Score -466028.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Entering Unmasked Estep 
Score: -707999.375000 Penalty: 2090.071045
	Iteration 0F: 2 clusters Score -707999.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -703765.500000 Penalty: 4180.142090
	Iteration 0F: 3 clusters Score -703765.5 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -704784.937500 Penalty: 4180.142090
	Iteration 1F: 3 clusters Score -704784.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -705109.875000 Penalty: 4180.142090
	Iteration 2F: 3 clusters Score -705109.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -705404.062500 Penalty: 4180.142090
	Iteration 3F: 3 clusters Score -705404.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -705734.250000 Penalty: 4180.142090
	Iteration 4F: 3 clusters Score -705734.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -706235.562500 Penalty: 4180.142090
	Iteration 5F: 3 clusters Score -706235.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -706927.062500 Penalty: 4180.142090
	Iteration 6F: 3 clusters Score -706927.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -707766.750000 Penalty: 4180.142090
	Iteration 7F: 3 clusters Score -707766.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -708211.250000 Penalty: 4180.142090
	Iteration 8Q: 3 clusters Score -708211.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -708446.562500 Penalty: 4180.142090
	Iteration 9Q: 3 clusters Score -708446.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -708569.562500 Penalty: 4180.142090
	Iteration 10Q: 3 clusters Score -708569.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -708642.562500 Penalty: 4180.142090
	Iteration 11Q: 3 clusters Score -708642.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -708721.750000 Penalty: 4180.142090
	Iteration 12Q: 3 clusters Score -708721.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -708794.187500 Penalty: 4180.142090
	Iteration 13Q: 3 clusters Score -708794.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -708841.937500 Penalty: 4180.142090
	Iteration 14Q: 3 clusters Score -708841.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -708873.687500 Penalty: 4180.142090
	Iteration 15Q: 3 clusters Score -708873.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -708894.750000 Penalty: 4180.142090
	Iteration 16Q: 3 clusters Score -708894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -708915.250000 Penalty: 4180.142090
	Iteration 17Q: 3 clusters Score -708915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -708928.000000 Penalty: 4180.142090
	Iteration 18Q: 3 clusters Score -708928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -708931.125000 Penalty: 4180.142090
	Iteration 19Q: 3 clusters Score -708931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -708932.750000 Penalty: 4180.142090
	Iteration 20F: 3 clusters Score -708932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -708933.812500 Penalty: 4180.142090
	Iteration 21Q: 3 clusters Score -708933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -708934.312500 Penalty: 4180.142090
	Iteration 22Q: 3 clusters Score -708934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -708934.312500 Penalty: 4180.142090
	Iteration 23F: 3 clusters Score -708934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18606 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55790 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 2987 members 
Entering Unmasked Estep 
Score: -151883072.000000 Penalty: 226118.828125
Splitting cluster 14 changes total score from -151883376.000000 to -151883072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -717582.000000 Penalty: 2103.376953
	Iteration 0F: 2 clusters Score -717582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -713135.125000 Penalty: 4206.753906
	Iteration 0F: 3 clusters Score -713135.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -714214.875000 Penalty: 4206.753906
	Iteration 1F: 3 clusters Score -714214.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -714478.750000 Penalty: 4206.753906
	Iteration 2F: 3 clusters Score -714478.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -714653.187500 Penalty: 4206.753906
	Iteration 3F: 3 clusters Score -714653.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -714831.750000 Penalty: 4206.753906
	Iteration 4Q: 3 clusters Score -714831.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -715044.625000 Penalty: 4206.753906
	Iteration 5F: 3 clusters Score -715044.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -715329.687500 Penalty: 4206.753906
	Iteration 6Q: 3 clusters Score -715329.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -715642.687500 Penalty: 4206.753906
	Iteration 7F: 3 clusters Score -715642.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -715926.562500 Penalty: 4206.753906
	Iteration 8F: 3 clusters Score -715926.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -716294.562500 Penalty: 4206.753906
	Iteration 9F: 3 clusters Score -716294.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -716804.625000 Penalty: 4206.753906
	Iteration 10F: 3 clusters Score -716804.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -717431.812500 Penalty: 4206.753906
	Iteration 11F: 3 clusters Score -717431.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -717824.625000 Penalty: 4206.753906
	Iteration 12Q: 3 clusters Score -717824.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -717984.062500 Penalty: 4206.753906
	Iteration 13Q: 3 clusters Score -717984.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -718049.062500 Penalty: 4206.753906
	Iteration 14Q: 3 clusters Score -718049.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -718076.937500 Penalty: 4206.753906
	Iteration 15Q: 3 clusters Score -718076.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -718098.687500 Penalty: 4206.753906
	Iteration 16Q: 3 clusters Score -718098.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -718108.562500 Penalty: 4206.753906
	Iteration 17Q: 3 clusters Score -718108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -718112.750000 Penalty: 4206.753906
	Iteration 18Q: 3 clusters Score -718112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -718112.312500 Penalty: 4206.753906
	Iteration 19Q: 3 clusters Score -718112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -718113.687500 Penalty: 4206.753906
	Iteration 20F: 3 clusters Score -718113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -718115.625000 Penalty: 4206.753906
	Iteration 21Q: 3 clusters Score -718115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -718114.125000 Penalty: 4206.753906
	Iteration 22Q: 3 clusters Score -718114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -718114.687500 Penalty: 4206.753906
	Iteration 23Q: 3 clusters Score -718114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -718116.000000 Penalty: 4206.753906
	Iteration 24Q: 3 clusters Score -718116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -718117.125000 Penalty: 4206.753906
	Iteration 25Q: 3 clusters Score -718117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -718116.500000 Penalty: 4206.753906
	Iteration 26Q: 3 clusters Score -718116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -718116.500000 Penalty: 4206.753906
	Iteration 27Q: 3 clusters Score -718116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -718118.500000 Penalty: 4206.753906
	Iteration 28Q: 3 clusters Score -718118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -718118.500000 Penalty: 4206.753906
	Iteration 29F: 3 clusters Score -718118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 5381 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18606 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55790 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 2919 members 
Entering Unmasked Estep 
Score: -151882592.000000 Penalty: 226118.828125
Splitting cluster 15 changes total score from -151883376.000000 to -151882592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -72659.289062 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -72659.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71171.460938 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -71171.46 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71417.812500 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -71417.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71478.203125 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -71478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71485.054688 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -71485.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71491.132812 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -71491.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71506.179688 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -71506.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71514.835938 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -71514.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71517.085938 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -71517.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71517.992188 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -71517.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71521.906250 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -71521.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71526.875000 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -71526.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71533.335938 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -71533.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71536.468750 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -71536.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71537.015625 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -71537.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71537.015625 Penalty: 3098.068848
	Iteration 14F: 3 clusters Score -71537.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1959910.875000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1959911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1950023.125000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1950023 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1953654.000000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1953654 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1954760.375000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1954760 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1956055.375000 Penalty: 4723.750488
	Iteration 3F: 3 clusters Score -1956055 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1957187.750000 Penalty: 4723.750488
	Iteration 4F: 3 clusters Score -1957188 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1957826.250000 Penalty: 4723.750488
	Iteration 5F: 3 clusters Score -1957826 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1958189.500000 Penalty: 4723.750488
	Iteration 6F: 3 clusters Score -1958190 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1958394.500000 Penalty: 4723.750488
	Iteration 7Q: 3 clusters Score -1958394 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1958492.875000 Penalty: 4723.750488
	Iteration 8Q: 3 clusters Score -1958493 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1958547.750000 Penalty: 4723.750488
	Iteration 9Q: 3 clusters Score -1958548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1958579.875000 Penalty: 4723.750488
	Iteration 10Q: 3 clusters Score -1958580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1958605.000000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1958605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1958617.125000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1958617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1958629.875000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1958630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1958641.375000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1958641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1958647.125000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1958647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1958650.000000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1958650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1958659.500000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1958660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1958658.250000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1958658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1958656.000000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1958656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1958660.250000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1958660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1958659.375000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1958659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1958660.625000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1958661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1958665.000000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1958665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1958667.875000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1958668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1958669.500000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1958670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1958676.375000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1958676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1958672.875000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1958673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1958674.875000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1958675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1958676.375000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1958676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1958681.000000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1958681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1958684.250000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1958684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1958687.875000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1958688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1958689.500000 Penalty: 4723.750488
	Iteration 33Q: 3 clusters Score -1958690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1958689.625000 Penalty: 4723.750488
	Iteration 34Q: 3 clusters Score -1958690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1958687.500000 Penalty: 4723.750488
	Iteration 35Q: 3 clusters Score -1958688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1958691.125000 Penalty: 4723.750488
	Iteration 36Q: 3 clusters Score -1958691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1958696.250000 Penalty: 4723.750488
	Iteration 37Q: 3 clusters Score -1958696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1958698.625000 Penalty: 4723.750488
	Iteration 38Q: 3 clusters Score -1958699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1958698.375000 Penalty: 4723.750488
	Iteration 39Q: 3 clusters Score -1958698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1958704.250000 Penalty: 4723.750488
	Iteration 40F: 3 clusters Score -1958704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1958704.625000 Penalty: 4723.750488
	Iteration 41Q: 3 clusters Score -1958705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1958712.375000 Penalty: 4723.750488
	Iteration 42Q: 3 clusters Score -1958712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1958720.000000 Penalty: 4723.750488
	Iteration 43Q: 3 clusters Score -1958720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1958725.000000 Penalty: 4723.750488
	Iteration 44Q: 3 clusters Score -1958725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1958730.250000 Penalty: 4723.750488
	Iteration 45Q: 3 clusters Score -1958730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1958730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1958733.375000 Penalty: 4723.750488
	Iteration 47Q: 3 clusters Score -1958733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1958737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1958740.250000 Penalty: 4723.750488
	Iteration 49Q: 3 clusters Score -1958740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1958744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1958749.125000 Penalty: 4723.750488
	Iteration 51Q: 3 clusters Score -1958749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1958755.750000 Penalty: 4723.750488
	Iteration 52Q: 3 clusters Score -1958756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1958759.000000 Penalty: 4723.750488
	Iteration 53Q: 3 clusters Score -1958759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1958767.375000 Penalty: 4723.750488
	Iteration 54Q: 3 clusters Score -1958767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1958767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1958776.500000 Penalty: 4723.750488
	Iteration 56Q: 3 clusters Score -1958776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1958777.750000 Penalty: 4723.750488
	Iteration 57Q: 3 clusters Score -1958778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1958782.125000 Penalty: 4723.750488
	Iteration 58Q: 3 clusters Score -1958782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1958793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1958797.500000 Penalty: 4723.750488
	Iteration 60F: 3 clusters Score -1958798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1958803.250000 Penalty: 4723.750488
	Iteration 61Q: 3 clusters Score -1958803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1958807.875000 Penalty: 4723.750488
	Iteration 62Q: 3 clusters Score -1958808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1958817.125000 Penalty: 4723.750488
	Iteration 63Q: 3 clusters Score -1958817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1958824.625000 Penalty: 4723.750488
	Iteration 64Q: 3 clusters Score -1958825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1958836.250000 Penalty: 4723.750488
	Iteration 65Q: 3 clusters Score -1958836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1958842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1958854.250000 Penalty: 4723.750488
	Iteration 67Q: 3 clusters Score -1958854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1958860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1958867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1958876 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1958883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1958896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1958908.750000 Penalty: 4723.750488
	Iteration 73Q: 3 clusters Score -1958909 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1958913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1958924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1958936 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1958951.375000 Penalty: 4723.750488
	Iteration 77Q: 3 clusters Score -1958951 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1958956 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1958966 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1958969.500000 Penalty: 4723.750488
	Iteration 80F: 3 clusters Score -1958970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1958976.500000 Penalty: 4723.750488
	Iteration 81Q: 3 clusters Score -1958976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1958995.000000 Penalty: 4723.750488
	Iteration 82Q: 3 clusters Score -1958995 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1959004.625000 Penalty: 4723.750488
	Iteration 83Q: 3 clusters Score -1959005 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1959013.750000 Penalty: 4723.750488
	Iteration 84Q: 3 clusters Score -1959014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1959016.875000 Penalty: 4723.750488
	Iteration 85Q: 3 clusters Score -1959017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1959022.375000 Penalty: 4723.750488
	Iteration 86Q: 3 clusters Score -1959022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1959022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1959023.500000 Penalty: 4723.750488
	Iteration 88Q: 3 clusters Score -1959024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1959025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1959025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1959025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1959031.125000 Penalty: 4723.750488
	Iteration 92Q: 3 clusters Score -1959031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1959037.000000 Penalty: 4723.750488
	Iteration 93Q: 3 clusters Score -1959037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1959040.250000 Penalty: 4723.750488
	Iteration 94Q: 3 clusters Score -1959040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1959043.500000 Penalty: 4723.750488
	Iteration 95Q: 3 clusters Score -1959044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1959046.375000 Penalty: 4723.750488
	Iteration 96Q: 3 clusters Score -1959046 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1959053.875000 Penalty: 4723.750488
	Iteration 97Q: 3 clusters Score -1959054 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1959057.000000 Penalty: 4723.750488
	Iteration 98Q: 3 clusters Score -1959057 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1959056.875000 Penalty: 4723.750488
	Iteration 99Q: 3 clusters Score -1959057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1959060.125000 Penalty: 4723.750488
	Iteration 100F: 3 clusters Score -1959060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1959059.875000 Penalty: 4723.750488
	Iteration 101Q: 3 clusters Score -1959060 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1959066.875000 Penalty: 4723.750488
	Iteration 102Q: 3 clusters Score -1959067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1959069.000000 Penalty: 4723.750488
	Iteration 103Q: 3 clusters Score -1959069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1959070.500000 Penalty: 4723.750488
	Iteration 104Q: 3 clusters Score -1959070 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1959075.500000 Penalty: 4723.750488
	Iteration 105Q: 3 clusters Score -1959076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1959076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1959080.500000 Penalty: 4723.750488
	Iteration 107Q: 3 clusters Score -1959080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1959081.000000 Penalty: 4723.750488
	Iteration 108Q: 3 clusters Score -1959081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1959082.250000 Penalty: 4723.750488
	Iteration 109Q: 3 clusters Score -1959082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1959086.875000 Penalty: 4723.750488
	Iteration 110Q: 3 clusters Score -1959087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1959090.750000 Penalty: 4723.750488
	Iteration 111Q: 3 clusters Score -1959091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1959100.500000 Penalty: 4723.750488
	Iteration 112Q: 3 clusters Score -1959100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1959100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1959100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1959103.000000 Penalty: 4723.750488
	Iteration 115Q: 3 clusters Score -1959103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1959103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1959106.250000 Penalty: 4723.750488
	Iteration 117Q: 3 clusters Score -1959106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1959113.625000 Penalty: 4723.750488
	Iteration 118Q: 3 clusters Score -1959114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1959116.500000 Penalty: 4723.750488
	Iteration 119Q: 3 clusters Score -1959116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1959116.125000 Penalty: 4723.750488
	Iteration 120F: 3 clusters Score -1959116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1959125.625000 Penalty: 4723.750488
	Iteration 121Q: 3 clusters Score -1959126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1959127.250000 Penalty: 4723.750488
	Iteration 122Q: 3 clusters Score -1959127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1959126.500000 Penalty: 4723.750488
	Iteration 123Q: 3 clusters Score -1959126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1959123.000000 Penalty: 4723.750488
	Iteration 124Q: 3 clusters Score -1959123 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1959126.875000 Penalty: 4723.750488
	Iteration 125Q: 3 clusters Score -1959127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1959134.375000 Penalty: 4723.750488
	Iteration 126Q: 3 clusters Score -1959134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1959137.000000 Penalty: 4723.750488
	Iteration 127Q: 3 clusters Score -1959137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1959139.000000 Penalty: 4723.750488
	Iteration 128Q: 3 clusters Score -1959139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1959145.875000 Penalty: 4723.750488
	Iteration 129Q: 3 clusters Score -1959146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1959155.875000 Penalty: 4723.750488
	Iteration 130Q: 3 clusters Score -1959156 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1959159.875000 Penalty: 4723.750488
	Iteration 131Q: 3 clusters Score -1959160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1959168.875000 Penalty: 4723.750488
	Iteration 132Q: 3 clusters Score -1959169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1959183.875000 Penalty: 4723.750488
	Iteration 133Q: 3 clusters Score -1959184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1959201.500000 Penalty: 4723.750488
	Iteration 134Q: 3 clusters Score -1959202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1959232.125000 Penalty: 4723.750488
	Iteration 135Q: 3 clusters Score -1959232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1959270.125000 Penalty: 4723.750488
	Iteration 136Q: 3 clusters Score -1959270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1959298.375000 Penalty: 4723.750488
	Iteration 137Q: 3 clusters Score -1959298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1959326.750000 Penalty: 4723.750488
	Iteration 138Q: 3 clusters Score -1959327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1959349.375000 Penalty: 4723.750488
	Iteration 139Q: 3 clusters Score -1959349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1959355.375000 Penalty: 4723.750488
	Iteration 140F: 3 clusters Score -1959355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1959361.250000 Penalty: 4723.750488
	Iteration 141Q: 3 clusters Score -1959361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1959381.500000 Penalty: 4723.750488
	Iteration 142Q: 3 clusters Score -1959382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1959378.875000 Penalty: 4723.750488
	Iteration 143Q: 3 clusters Score -1959379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1959382.250000 Penalty: 4723.750488
	Iteration 144Q: 3 clusters Score -1959382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1959389.125000 Penalty: 4723.750488
	Iteration 145Q: 3 clusters Score -1959389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1959396.500000 Penalty: 4723.750488
	Iteration 146Q: 3 clusters Score -1959396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1959401.125000 Penalty: 4723.750488
	Iteration 147Q: 3 clusters Score -1959401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1959404.625000 Penalty: 4723.750488
	Iteration 148Q: 3 clusters Score -1959405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1959407.875000 Penalty: 4723.750488
	Iteration 149Q: 3 clusters Score -1959408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1959407.625000 Penalty: 4723.750488
	Iteration 150Q: 3 clusters Score -1959408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1959415.750000 Penalty: 4723.750488
	Iteration 151Q: 3 clusters Score -1959416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1959422.000000 Penalty: 4723.750488
	Iteration 152Q: 3 clusters Score -1959422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1959423.250000 Penalty: 4723.750488
	Iteration 153Q: 3 clusters Score -1959423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1959428.125000 Penalty: 4723.750488
	Iteration 154Q: 3 clusters Score -1959428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1959430.250000 Penalty: 4723.750488
	Iteration 155Q: 3 clusters Score -1959430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1959432.000000 Penalty: 4723.750488
	Iteration 156Q: 3 clusters Score -1959432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1959432.375000 Penalty: 4723.750488
	Iteration 157Q: 3 clusters Score -1959432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1959437.875000 Penalty: 4723.750488
	Iteration 158Q: 3 clusters Score -1959438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1959439.375000 Penalty: 4723.750488
	Iteration 159Q: 3 clusters Score -1959439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1959441.625000 Penalty: 4723.750488
	Iteration 160F: 3 clusters Score -1959442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1959445.750000 Penalty: 4723.750488
	Iteration 161Q: 3 clusters Score -1959446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1959442.250000 Penalty: 4723.750488
	Iteration 162Q: 3 clusters Score -1959442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1959444.375000 Penalty: 4723.750488
	Iteration 163Q: 3 clusters Score -1959444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1959444.375000 Penalty: 4723.750488
	Iteration 164F: 3 clusters Score -1959444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -747621.937500 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -747621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -743176.687500 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -743176.7 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -744425.187500 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -744425.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -744808.000000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -744808 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -745055.812500 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -745055.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -745222.250000 Penalty: 4216.830078
	Iteration 4F: 3 clusters Score -745222.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -745380.437500 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -745380.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -745518.437500 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -745518.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -745634.000000 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -745634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -745733.125000 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -745733.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -745815.750000 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -745815.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -745878.562500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -745878.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -745931.875000 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -745931.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -745961.500000 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -745961.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -745981.062500 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -745981.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -745999.062500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -745999.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -746014.875000 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -746014.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -746034.812500 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -746034.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -746049.625000 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -746049.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -746065.437500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -746065.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -746075.812500 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -746075.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -746092.062500 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -746092.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -746104.812500 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -746104.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -746114.500000 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -746114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -746116.125000 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -746116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -746121.625000 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -746121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -746122.437500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -746122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -746123.812500 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -746123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -746127.250000 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -746127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -746129.562500 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -746129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -746129.875000 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -746129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -746131.000000 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -746131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -746130.187500 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -746130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -746129.562500 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -746129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -746130.812500 Penalty: 4216.830078
	Iteration 33Q: 3 clusters Score -746130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -746130.812500 Penalty: 4216.830078
	Iteration 34F: 3 clusters Score -746130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Entering Unmasked Estep 
Score: -12459427.000000 Penalty: 2795.613525
	Iteration 0F: 2 clusters Score -1.245943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -12407353.000000 Penalty: 5591.227051
	Iteration 0F: 3 clusters Score -1.240735e+07 nChanged 36888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -12428039.000000 Penalty: 5591.227051
	Iteration 1F: 3 clusters Score -1.242804e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -12428746.000000 Penalty: 5591.227051
	Iteration 2Q: 3 clusters Score -1.242875e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -12429519.000000 Penalty: 5591.227051
	Iteration 3Q: 3 clusters Score -1.242952e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -12430378.000000 Penalty: 5591.227051
	Iteration 4Q: 3 clusters Score -1.243038e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -12431564.000000 Penalty: 5591.227051
	Iteration 5Q: 3 clusters Score -1.243156e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -12433324.000000 Penalty: 5591.227051
	Iteration 6Q: 3 clusters Score -1.243332e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -12435892.000000 Penalty: 5591.227051
	Iteration 7F: 3 clusters Score -1.243589e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -12439610.000000 Penalty: 5591.227051
	Iteration 8F: 3 clusters Score -1.243961e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -12443814.000000 Penalty: 5591.227051
	Iteration 9F: 3 clusters Score -1.244381e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -12447736.000000 Penalty: 5591.227051
	Iteration 10F: 3 clusters Score -1.244774e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -12451006.000000 Penalty: 5591.227051
	Iteration 11Q: 3 clusters Score -1.245101e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -12453033.000000 Penalty: 5591.227051
	Iteration 12Q: 3 clusters Score -1.245303e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 74249 members 
Entering Unmasked Estep 
Score: -12454485.000000 Penalty: 5591.227051
	Iteration 13Q: 3 clusters Score -1.245448e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -12455500.000000 Penalty: 5591.227051
	Iteration 14Q: 3 clusters Score -1.24555e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -12456150.000000 Penalty: 5591.227051
	Iteration 15Q: 3 clusters Score -1.245615e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -12456456.000000 Penalty: 5591.227051
	Iteration 16Q: 3 clusters Score -1.245646e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -12456627.000000 Penalty: 5591.227051
	Iteration 17Q: 3 clusters Score -1.245663e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -12456733.000000 Penalty: 5591.227051
	Iteration 18Q: 3 clusters Score -1.245673e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -12456828.000000 Penalty: 5591.227051
	Iteration 19Q: 3 clusters Score -1.245683e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -12456883.000000 Penalty: 5591.227051
	Iteration 20F: 3 clusters Score -1.245688e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -12456911.000000 Penalty: 5591.227051
	Iteration 21Q: 3 clusters Score -1.245691e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -12456940.000000 Penalty: 5591.227051
	Iteration 22Q: 3 clusters Score -1.245694e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -12456959.000000 Penalty: 5591.227051
	Iteration 23Q: 3 clusters Score -1.245696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -12456964.000000 Penalty: 5591.227051
	Iteration 24Q: 3 clusters Score -1.245696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -12456995.000000 Penalty: 5591.227051
	Iteration 25Q: 3 clusters Score -1.2457e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -12457006.000000 Penalty: 5591.227051
	Iteration 26Q: 3 clusters Score -1.245701e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -12457008.000000 Penalty: 5591.227051
	Iteration 27Q: 3 clusters Score -1.245701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -12457030.000000 Penalty: 5591.227051
	Iteration 28Q: 3 clusters Score -1.245703e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -12457033.000000 Penalty: 5591.227051
	Iteration 29Q: 3 clusters Score -1.245703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -12457042.000000 Penalty: 5591.227051
	Iteration 30Q: 3 clusters Score -1.245704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -12457051.000000 Penalty: 5591.227051
	Iteration 31Q: 3 clusters Score -1.245705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -12457048.000000 Penalty: 5591.227051
	Iteration 32Q: 3 clusters Score -1.245705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -12457044.000000 Penalty: 5591.227051
	Iteration 33Q: 3 clusters Score -1.245704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -12457057.000000 Penalty: 5591.227051
	Iteration 34Q: 3 clusters Score -1.245706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -12457047.000000 Penalty: 5591.227051
	Iteration 35Q: 3 clusters Score -1.245705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -12457060.000000 Penalty: 5591.227051
	Iteration 36Q: 3 clusters Score -1.245706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -12457071.000000 Penalty: 5591.227051
	Iteration 37Q: 3 clusters Score -1.245707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -12457079.000000 Penalty: 5591.227051
	Iteration 38Q: 3 clusters Score -1.245708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -12457084.000000 Penalty: 5591.227051
	Iteration 39Q: 3 clusters Score -1.245708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -12457089.000000 Penalty: 5591.227051
	Iteration 40F: 3 clusters Score -1.245709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -12457078.000000 Penalty: 5591.227051
	Iteration 41Q: 3 clusters Score -1.245708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -12457087.000000 Penalty: 5591.227051
	Iteration 42Q: 3 clusters Score -1.245709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -12457093.000000 Penalty: 5591.227051
	Iteration 43Q: 3 clusters Score -1.245709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -12457089.000000 Penalty: 5591.227051
	Iteration 44Q: 3 clusters Score -1.245709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -12457090.000000 Penalty: 5591.227051
	Iteration 45Q: 3 clusters Score -1.245709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -12457086.000000 Penalty: 5591.227051
	Iteration 46Q: 3 clusters Score -1.245709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -12457099.000000 Penalty: 5591.227051
	Iteration 47Q: 3 clusters Score -1.24571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -12457098.000000 Penalty: 5591.227051
	Iteration 48Q: 3 clusters Score -1.24571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -12457093.000000 Penalty: 5591.227051
	Iteration 49Q: 3 clusters Score -1.245709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -12457089.000000 Penalty: 5591.227051
	Iteration 50Q: 3 clusters Score -1.245709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -12457087.000000 Penalty: 5591.227051
	Iteration 51Q: 3 clusters Score -1.245709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -12457095.000000 Penalty: 5591.227051
	Iteration 52Q: 3 clusters Score -1.24571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -12457090.000000 Penalty: 5591.227051
	Iteration 53Q: 3 clusters Score -1.245709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -12457102.000000 Penalty: 5591.227051
	Iteration 54Q: 3 clusters Score -1.24571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -12457102.000000 Penalty: 5591.227051
	Iteration 55F: 3 clusters Score -1.24571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Entering Unmasked Estep 
Score: -2162535.500000 Penalty: 2359.049072
	Iteration 0F: 2 clusters Score -2162536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2152615.000000 Penalty: 4718.098145
	Iteration 0F: 3 clusters Score -2152615 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2155662.000000 Penalty: 4718.098145
	Iteration 1F: 3 clusters Score -2155662 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2156023.500000 Penalty: 4718.098145
	Iteration 2F: 3 clusters Score -2156024 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2156345.750000 Penalty: 4718.098145
	Iteration 3F: 3 clusters Score -2156346 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2156671.250000 Penalty: 4718.098145
	Iteration 4Q: 3 clusters Score -2156671 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2157101.000000 Penalty: 4718.098145
	Iteration 5F: 3 clusters Score -2157101 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2157658.250000 Penalty: 4718.098145
	Iteration 6F: 3 clusters Score -2157658 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2158380.750000 Penalty: 4718.098145
	Iteration 7F: 3 clusters Score -2158381 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2159159.500000 Penalty: 4718.098145
	Iteration 8F: 3 clusters Score -2159160 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2159769.250000 Penalty: 4718.098145
	Iteration 9F: 3 clusters Score -2159769 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2160197.000000 Penalty: 4718.098145
	Iteration 10Q: 3 clusters Score -2160197 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2160509.500000 Penalty: 4718.098145
	Iteration 11Q: 3 clusters Score -2160510 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2160736.500000 Penalty: 4718.098145
	Iteration 12Q: 3 clusters Score -2160736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2160910.250000 Penalty: 4718.098145
	Iteration 13Q: 3 clusters Score -2160910 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2161054.250000 Penalty: 4718.098145
	Iteration 14Q: 3 clusters Score -2161054 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2161142.500000 Penalty: 4718.098145
	Iteration 15Q: 3 clusters Score -2161142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2161211.250000 Penalty: 4718.098145
	Iteration 16Q: 3 clusters Score -2161211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2161272.000000 Penalty: 4718.098145
	Iteration 17Q: 3 clusters Score -2161272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2161341.000000 Penalty: 4718.098145
	Iteration 18Q: 3 clusters Score -2161341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2161422.250000 Penalty: 4718.098145
	Iteration 19Q: 3 clusters Score -2161422 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2161516.000000 Penalty: 4718.098145
	Iteration 20F: 3 clusters Score -2161516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2161663.000000 Penalty: 4718.098145
	Iteration 21Q: 3 clusters Score -2161663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2161833.500000 Penalty: 4718.098145
	Iteration 22Q: 3 clusters Score -2161834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2161970.000000 Penalty: 4718.098145
	Iteration 23Q: 3 clusters Score -2161970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2162042.750000 Penalty: 4718.098145
	Iteration 24Q: 3 clusters Score -2162043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2162061.750000 Penalty: 4718.098145
	Iteration 25Q: 3 clusters Score -2162062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2162077.750000 Penalty: 4718.098145
	Iteration 26Q: 3 clusters Score -2162078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2162082.500000 Penalty: 4718.098145
	Iteration 27Q: 3 clusters Score -2162082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2162082.500000 Penalty: 4718.098145
	Iteration 28Q: 3 clusters Score -2162082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2162085.000000 Penalty: 4718.098145
	Iteration 29Q: 3 clusters Score -2162085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2162086.000000 Penalty: 4718.098145
	Iteration 30Q: 3 clusters Score -2162086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2162087.500000 Penalty: 4718.098145
	Iteration 31Q: 3 clusters Score -2162088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2162087.500000 Penalty: 4718.098145
	Iteration 32F: 3 clusters Score -2162088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -82590.609375 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -82590.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81039.492188 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -81039.49 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81309.789062 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -81309.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81480.593750 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -81480.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -81665.859375 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -81665.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81852.312500 Penalty: 3151.767578
	Iteration 4F: 3 clusters Score -81852.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82134.593750 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -82134.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82257.640625 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -82257.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82376.648438 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -82376.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82431.023438 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -82431.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82455.609375 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -82455.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82469.070312 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -82469.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82469.070312 Penalty: 3151.767578
	Iteration 11F: 3 clusters Score -82469.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Entering Unmasked Estep 
Score: -1283657.875000 Penalty: 2245.662109
	Iteration 0F: 2 clusters Score -1283658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1276879.500000 Penalty: 4491.324219
	Iteration 0F: 3 clusters Score -1276880 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1278994.375000 Penalty: 4491.324219
	Iteration 1F: 3 clusters Score -1278994 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1279372.750000 Penalty: 4491.324219
	Iteration 2F: 3 clusters Score -1279373 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1279636.750000 Penalty: 4491.324219
	Iteration 3F: 3 clusters Score -1279637 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1279855.500000 Penalty: 4491.324219
	Iteration 4Q: 3 clusters Score -1279856 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1280080.625000 Penalty: 4491.324219
	Iteration 5Q: 3 clusters Score -1280081 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1280262.250000 Penalty: 4491.324219
	Iteration 6Q: 3 clusters Score -1280262 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1280442.375000 Penalty: 4491.324219
	Iteration 7Q: 3 clusters Score -1280442 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1280630.125000 Penalty: 4491.324219
	Iteration 8Q: 3 clusters Score -1280630 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1280812.875000 Penalty: 4491.324219
	Iteration 9Q: 3 clusters Score -1280813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1280962.000000 Penalty: 4491.324219
	Iteration 10Q: 3 clusters Score -1280962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1281083.125000 Penalty: 4491.324219
	Iteration 11Q: 3 clusters Score -1281083 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1281189.375000 Penalty: 4491.324219
	Iteration 12Q: 3 clusters Score -1281189 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1281277.625000 Penalty: 4491.324219
	Iteration 13Q: 3 clusters Score -1281278 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1281360.375000 Penalty: 4491.324219
	Iteration 14Q: 3 clusters Score -1281360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1281419.375000 Penalty: 4491.324219
	Iteration 15Q: 3 clusters Score -1281419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1281473.375000 Penalty: 4491.324219
	Iteration 16Q: 3 clusters Score -1281473 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1281528.750000 Penalty: 4491.324219
	Iteration 17Q: 3 clusters Score -1281529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1281579.125000 Penalty: 4491.324219
	Iteration 18Q: 3 clusters Score -1281579 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1281629.750000 Penalty: 4491.324219
	Iteration 19Q: 3 clusters Score -1281630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1281666.500000 Penalty: 4491.324219
	Iteration 20F: 3 clusters Score -1281666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1281713.500000 Penalty: 4491.324219
	Iteration 21Q: 3 clusters Score -1281714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1281745.125000 Penalty: 4491.324219
	Iteration 22Q: 3 clusters Score -1281745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1281780.875000 Penalty: 4491.324219
	Iteration 23Q: 3 clusters Score -1281781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1281806.375000 Penalty: 4491.324219
	Iteration 24Q: 3 clusters Score -1281806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1281828.750000 Penalty: 4491.324219
	Iteration 25Q: 3 clusters Score -1281829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1281857.250000 Penalty: 4491.324219
	Iteration 26Q: 3 clusters Score -1281857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1281875.875000 Penalty: 4491.324219
	Iteration 27Q: 3 clusters Score -1281876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1281894.875000 Penalty: 4491.324219
	Iteration 28Q: 3 clusters Score -1281895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1281915.375000 Penalty: 4491.324219
	Iteration 29Q: 3 clusters Score -1281915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1281926.000000 Penalty: 4491.324219
	Iteration 30Q: 3 clusters Score -1281926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1281936.500000 Penalty: 4491.324219
	Iteration 31Q: 3 clusters Score -1281936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1281947.375000 Penalty: 4491.324219
	Iteration 32Q: 3 clusters Score -1281947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1281957.625000 Penalty: 4491.324219
	Iteration 33Q: 3 clusters Score -1281958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1281964.750000 Penalty: 4491.324219
	Iteration 34Q: 3 clusters Score -1281965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1281968.000000 Penalty: 4491.324219
	Iteration 35Q: 3 clusters Score -1281968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1281967.750000 Penalty: 4491.324219
	Iteration 36Q: 3 clusters Score -1281968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1281972.500000 Penalty: 4491.324219
	Iteration 37Q: 3 clusters Score -1281972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1281976.500000 Penalty: 4491.324219
	Iteration 38Q: 3 clusters Score -1281976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1281984.500000 Penalty: 4491.324219
	Iteration 39Q: 3 clusters Score -1281984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1281990.000000 Penalty: 4491.324219
	Iteration 40F: 3 clusters Score -1281990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1281994.375000 Penalty: 4491.324219
	Iteration 41Q: 3 clusters Score -1281994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1281996.250000 Penalty: 4491.324219
	Iteration 42Q: 3 clusters Score -1281996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1281998.000000 Penalty: 4491.324219
	Iteration 43Q: 3 clusters Score -1281998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1282001.375000 Penalty: 4491.324219
	Iteration 44Q: 3 clusters Score -1282001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1282000.625000 Penalty: 4491.324219
	Iteration 45Q: 3 clusters Score -1282001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1282000.625000 Penalty: 4491.324219
	Iteration 46F: 3 clusters Score -1282001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -315997.906250 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -315997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -313342.375000 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -313342.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -313860.968750 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -313861 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -314045.125000 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -314045.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -314162.406250 Penalty: 3797.777832
	Iteration 3F: 3 clusters Score -314162.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -314232.906250 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -314232.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -314277.875000 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -314277.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -314320.718750 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -314320.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -314360.187500 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -314360.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -314399.156250 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -314399.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -314426.437500 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -314426.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -314452.468750 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -314452.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -314473.250000 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -314473.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -314494.500000 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -314494.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -314519.312500 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -314519.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -314545.437500 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -314545.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -314573.062500 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -314573.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -314597.218750 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -314597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -314610.843750 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -314610.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -314630.531250 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -314630.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -314659.125000 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -314659.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -314700.843750 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -314700.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -314725.187500 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -314725.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -314749.812500 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -314749.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314773.625000 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -314773.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -314787.781250 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -314787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -314804.500000 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -314804.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -314814.156250 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -314814.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -314828.312500 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -314828.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -314850.781250 Penalty: 3797.777832
	Iteration 28Q: 3 clusters Score -314850.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -314879.218750 Penalty: 3797.777832
	Iteration 29Q: 3 clusters Score -314879.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -314915.312500 Penalty: 3797.777832
	Iteration 30Q: 3 clusters Score -314915.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -314957.281250 Penalty: 3797.777832
	Iteration 31Q: 3 clusters Score -314957.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -314981.281250 Penalty: 3797.777832
	Iteration 32Q: 3 clusters Score -314981.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -315001.750000 Penalty: 3797.777832
	Iteration 33Q: 3 clusters Score -315001.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -315021.750000 Penalty: 3797.777832
	Iteration 34Q: 3 clusters Score -315021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315034.937500 Penalty: 3797.777832
	Iteration 35Q: 3 clusters Score -315034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315045.281250 Penalty: 3797.777832
	Iteration 36Q: 3 clusters Score -315045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315049.218750 Penalty: 3797.777832
	Iteration 37Q: 3 clusters Score -315049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -315051.031250 Penalty: 3797.777832
	Iteration 38Q: 3 clusters Score -315051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315052.250000 Penalty: 3797.777832
	Iteration 39Q: 3 clusters Score -315052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -315055.187500 Penalty: 3797.777832
	Iteration 40F: 3 clusters Score -315055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315056.125000 Penalty: 3797.777832
	Iteration 41Q: 3 clusters Score -315056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -315057.718750 Penalty: 3797.777832
	Iteration 42Q: 3 clusters Score -315057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -315060.562500 Penalty: 3797.777832
	Iteration 43Q: 3 clusters Score -315060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315065.500000 Penalty: 3797.777832
	Iteration 44Q: 3 clusters Score -315065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315070.562500 Penalty: 3797.777832
	Iteration 45Q: 3 clusters Score -315070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -315079.000000 Penalty: 3797.777832
	Iteration 46Q: 3 clusters Score -315079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315081.250000 Penalty: 3797.777832
	Iteration 47Q: 3 clusters Score -315081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315083.125000 Penalty: 3797.777832
	Iteration 48Q: 3 clusters Score -315083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315084.031250 Penalty: 3797.777832
	Iteration 49Q: 3 clusters Score -315084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -315084.031250 Penalty: 3797.777832
	Iteration 50F: 3 clusters Score -315084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (88828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Entering Unmasked Estep 
Score: -14107131.000000 Penalty: 2825.825195
	Iteration 0F: 2 clusters Score -1.410713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -14052582.000000 Penalty: 5651.650391
	Iteration 0F: 3 clusters Score -1.405258e+07 nChanged 41751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -14076545.000000 Penalty: 5651.650391
	Iteration 1F: 3 clusters Score -1.407654e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -14077474.000000 Penalty: 5651.650391
	Iteration 2Q: 3 clusters Score -1.407747e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -14078532.000000 Penalty: 5651.650391
	Iteration 3Q: 3 clusters Score -1.407853e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -14079810.000000 Penalty: 5651.650391
	Iteration 4Q: 3 clusters Score -1.407981e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -14081308.000000 Penalty: 5651.650391
	Iteration 5Q: 3 clusters Score -1.408131e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -14082987.000000 Penalty: 5651.650391
	Iteration 6Q: 3 clusters Score -1.408299e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -14085022.000000 Penalty: 5651.650391
	Iteration 7Q: 3 clusters Score -1.408502e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -14087423.000000 Penalty: 5651.650391
	Iteration 8F: 3 clusters Score -1.408742e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -14090313.000000 Penalty: 5651.650391
	Iteration 9F: 3 clusters Score -1.409031e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -14093650.000000 Penalty: 5651.650391
	Iteration 10F: 3 clusters Score -1.409365e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -14096946.000000 Penalty: 5651.650391
	Iteration 11Q: 3 clusters Score -1.409695e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -14099695.000000 Penalty: 5651.650391
	Iteration 12Q: 3 clusters Score -1.40997e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -14101419.000000 Penalty: 5651.650391
	Iteration 13Q: 3 clusters Score -1.410142e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -14102529.000000 Penalty: 5651.650391
	Iteration 14Q: 3 clusters Score -1.410253e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -14103294.000000 Penalty: 5651.650391
	Iteration 15Q: 3 clusters Score -1.410329e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -14103657.000000 Penalty: 5651.650391
	Iteration 16Q: 3 clusters Score -1.410366e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14103924.000000 Penalty: 5651.650391
	Iteration 17Q: 3 clusters Score -1.410392e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -14104146.000000 Penalty: 5651.650391
	Iteration 18Q: 3 clusters Score -1.410415e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14104291.000000 Penalty: 5651.650391
	Iteration 19Q: 3 clusters Score -1.410429e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14104402.000000 Penalty: 5651.650391
	Iteration 20F: 3 clusters Score -1.41044e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14104479.000000 Penalty: 5651.650391
	Iteration 21Q: 3 clusters Score -1.410448e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14104532.000000 Penalty: 5651.650391
	Iteration 22Q: 3 clusters Score -1.410453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14104572.000000 Penalty: 5651.650391
	Iteration 23Q: 3 clusters Score -1.410457e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14104601.000000 Penalty: 5651.650391
	Iteration 24Q: 3 clusters Score -1.41046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14104624.000000 Penalty: 5651.650391
	Iteration 25Q: 3 clusters Score -1.410462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14104660.000000 Penalty: 5651.650391
	Iteration 26Q: 3 clusters Score -1.410466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14104699.000000 Penalty: 5651.650391
	Iteration 27Q: 3 clusters Score -1.41047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14104713.000000 Penalty: 5651.650391
	Iteration 28Q: 3 clusters Score -1.410471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -14104722.000000 Penalty: 5651.650391
	Iteration 29Q: 3 clusters Score -1.410472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14104735.000000 Penalty: 5651.650391
	Iteration 30Q: 3 clusters Score -1.410474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88326 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -14104710.000000 Penalty: 5651.650391
	Iteration 31Q: 3 clusters Score -1.410471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14104723.000000 Penalty: 5651.650391
	Iteration 32Q: 3 clusters Score -1.410472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14104750.000000 Penalty: 5651.650391
	Iteration 33Q: 3 clusters Score -1.410475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14104737.000000 Penalty: 5651.650391
	Iteration 34Q: 3 clusters Score -1.410474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14104745.000000 Penalty: 5651.650391
	Iteration 35Q: 3 clusters Score -1.410474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -14104756.000000 Penalty: 5651.650391
	Iteration 36Q: 3 clusters Score -1.410476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -14104762.000000 Penalty: 5651.650391
	Iteration 37Q: 3 clusters Score -1.410476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14104772.000000 Penalty: 5651.650391
	Iteration 38Q: 3 clusters Score -1.410477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -14104775.000000 Penalty: 5651.650391
	Iteration 39Q: 3 clusters Score -1.410478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14104783.000000 Penalty: 5651.650391
	Iteration 40F: 3 clusters Score -1.410478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14104789.000000 Penalty: 5651.650391
	Iteration 41Q: 3 clusters Score -1.410479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14104789.000000 Penalty: 5651.650391
	Iteration 42F: 3 clusters Score -1.410479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -1074469.125000 Penalty: 2194.679443
	Iteration 0F: 2 clusters Score -1074469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1068732.250000 Penalty: 4389.358887
	Iteration 0F: 3 clusters Score -1068732 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1070395.625000 Penalty: 4389.358887
	Iteration 1F: 3 clusters Score -1070396 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1070814.500000 Penalty: 4389.358887
	Iteration 2F: 3 clusters Score -1070814 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1071128.250000 Penalty: 4389.358887
	Iteration 3F: 3 clusters Score -1071128 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1071338.750000 Penalty: 4389.358887
	Iteration 4F: 3 clusters Score -1071339 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1071495.875000 Penalty: 4389.358887
	Iteration 5Q: 3 clusters Score -1071496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1071621.125000 Penalty: 4389.358887
	Iteration 6Q: 3 clusters Score -1071621 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1071733.250000 Penalty: 4389.358887
	Iteration 7Q: 3 clusters Score -1071733 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1071833.000000 Penalty: 4389.358887
	Iteration 8Q: 3 clusters Score -1071833 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1071939.750000 Penalty: 4389.358887
	Iteration 9Q: 3 clusters Score -1071940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1072071.875000 Penalty: 4389.358887
	Iteration 10Q: 3 clusters Score -1072072 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1072173.375000 Penalty: 4389.358887
	Iteration 11Q: 3 clusters Score -1072173 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1072269.875000 Penalty: 4389.358887
	Iteration 12Q: 3 clusters Score -1072270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1072367.250000 Penalty: 4389.358887
	Iteration 13Q: 3 clusters Score -1072367 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1072465.125000 Penalty: 4389.358887
	Iteration 14Q: 3 clusters Score -1072465 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1072541.875000 Penalty: 4389.358887
	Iteration 15Q: 3 clusters Score -1072542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1072620.875000 Penalty: 4389.358887
	Iteration 16Q: 3 clusters Score -1072621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1072703.250000 Penalty: 4389.358887
	Iteration 17Q: 3 clusters Score -1072703 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1072790.000000 Penalty: 4389.358887
	Iteration 18Q: 3 clusters Score -1072790 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1072888.250000 Penalty: 4389.358887
	Iteration 19Q: 3 clusters Score -1072888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1072986.625000 Penalty: 4389.358887
	Iteration 20F: 3 clusters Score -1072987 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1073050.875000 Penalty: 4389.358887
	Iteration 21Q: 3 clusters Score -1073051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1073105.625000 Penalty: 4389.358887
	Iteration 22Q: 3 clusters Score -1073106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1073144.625000 Penalty: 4389.358887
	Iteration 23Q: 3 clusters Score -1073145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1073175.375000 Penalty: 4389.358887
	Iteration 24Q: 3 clusters Score -1073175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1073194.375000 Penalty: 4389.358887
	Iteration 25Q: 3 clusters Score -1073194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1073206.875000 Penalty: 4389.358887
	Iteration 26Q: 3 clusters Score -1073207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1073213.875000 Penalty: 4389.358887
	Iteration 27Q: 3 clusters Score -1073214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1073218.875000 Penalty: 4389.358887
	Iteration 28Q: 3 clusters Score -1073219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1073221.375000 Penalty: 4389.358887
	Iteration 29Q: 3 clusters Score -1073221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1073223.500000 Penalty: 4389.358887
	Iteration 30Q: 3 clusters Score -1073224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1073226.000000 Penalty: 4389.358887
	Iteration 31Q: 3 clusters Score -1073226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1073230.500000 Penalty: 4389.358887
	Iteration 32Q: 3 clusters Score -1073230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1073230.750000 Penalty: 4389.358887
	Iteration 33Q: 3 clusters Score -1073231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1073236.250000 Penalty: 4389.358887
	Iteration 34Q: 3 clusters Score -1073236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1073236.125000 Penalty: 4389.358887
	Iteration 35Q: 3 clusters Score -1073236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1073237.500000 Penalty: 4389.358887
	Iteration 36Q: 3 clusters Score -1073238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1073243.125000 Penalty: 4389.358887
	Iteration 37Q: 3 clusters Score -1073243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1073246.500000 Penalty: 4389.358887
	Iteration 38Q: 3 clusters Score -1073246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1073245.250000 Penalty: 4389.358887
	Iteration 39Q: 3 clusters Score -1073245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1073247.625000 Penalty: 4389.358887
	Iteration 40F: 3 clusters Score -1073248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1073250.250000 Penalty: 4389.358887
	Iteration 41Q: 3 clusters Score -1073250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1073251.875000 Penalty: 4389.358887
	Iteration 42Q: 3 clusters Score -1073252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1073255.875000 Penalty: 4389.358887
	Iteration 43Q: 3 clusters Score -1073256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1073255.625000 Penalty: 4389.358887
	Iteration 44Q: 3 clusters Score -1073256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1073261.000000 Penalty: 4389.358887
	Iteration 45Q: 3 clusters Score -1073261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1073267.125000 Penalty: 4389.358887
	Iteration 46Q: 3 clusters Score -1073267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1073269.250000 Penalty: 4389.358887
	Iteration 47Q: 3 clusters Score -1073269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1073271.625000 Penalty: 4389.358887
	Iteration 48Q: 3 clusters Score -1073272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1073276.000000 Penalty: 4389.358887
	Iteration 49Q: 3 clusters Score -1073276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1073278.500000 Penalty: 4389.358887
	Iteration 50Q: 3 clusters Score -1073278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1073285.750000 Penalty: 4389.358887
	Iteration 51Q: 3 clusters Score -1073286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1073290.750000 Penalty: 4389.358887
	Iteration 52Q: 3 clusters Score -1073291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1073295.500000 Penalty: 4389.358887
	Iteration 53Q: 3 clusters Score -1073296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1073295.625000 Penalty: 4389.358887
	Iteration 54Q: 3 clusters Score -1073296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1073298.250000 Penalty: 4389.358887
	Iteration 55Q: 3 clusters Score -1073298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1073301.500000 Penalty: 4389.358887
	Iteration 56Q: 3 clusters Score -1073302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1073302.875000 Penalty: 4389.358887
	Iteration 57Q: 3 clusters Score -1073303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1073308.125000 Penalty: 4389.358887
	Iteration 58Q: 3 clusters Score -1073308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1073312.750000 Penalty: 4389.358887
	Iteration 59Q: 3 clusters Score -1073313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1073314.375000 Penalty: 4389.358887
	Iteration 60F: 3 clusters Score -1073314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1073322.625000 Penalty: 4389.358887
	Iteration 61Q: 3 clusters Score -1073323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1073333.125000 Penalty: 4389.358887
	Iteration 62Q: 3 clusters Score -1073333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1073344.500000 Penalty: 4389.358887
	Iteration 63Q: 3 clusters Score -1073344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1073359.375000 Penalty: 4389.358887
	Iteration 64Q: 3 clusters Score -1073359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1073378.000000 Penalty: 4389.358887
	Iteration 65Q: 3 clusters Score -1073378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1073391.375000 Penalty: 4389.358887
	Iteration 66Q: 3 clusters Score -1073391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1073413.875000 Penalty: 4389.358887
	Iteration 67Q: 3 clusters Score -1073414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1073433.500000 Penalty: 4389.358887
	Iteration 68Q: 3 clusters Score -1073434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1073457.125000 Penalty: 4389.358887
	Iteration 69Q: 3 clusters Score -1073457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1073492.625000 Penalty: 4389.358887
	Iteration 70Q: 3 clusters Score -1073493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1073528.125000 Penalty: 4389.358887
	Iteration 71Q: 3 clusters Score -1073528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1073561.875000 Penalty: 4389.358887
	Iteration 72Q: 3 clusters Score -1073562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1073592.750000 Penalty: 4389.358887
	Iteration 73Q: 3 clusters Score -1073593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1073612.500000 Penalty: 4389.358887
	Iteration 74Q: 3 clusters Score -1073612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1073623.750000 Penalty: 4389.358887
	Iteration 75Q: 3 clusters Score -1073624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1073628.375000 Penalty: 4389.358887
	Iteration 76Q: 3 clusters Score -1073628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1073636.875000 Penalty: 4389.358887
	Iteration 77Q: 3 clusters Score -1073637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1073641.750000 Penalty: 4389.358887
	Iteration 78Q: 3 clusters Score -1073642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1073645.500000 Penalty: 4389.358887
	Iteration 79Q: 3 clusters Score -1073646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1073650.125000 Penalty: 4389.358887
	Iteration 80F: 3 clusters Score -1073650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1073651.000000 Penalty: 4389.358887
	Iteration 81Q: 3 clusters Score -1073651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1073653.375000 Penalty: 4389.358887
	Iteration 82Q: 3 clusters Score -1073653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1073651.625000 Penalty: 4389.358887
	Iteration 83Q: 3 clusters Score -1073652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1073651.625000 Penalty: 4389.358887
	Iteration 84F: 3 clusters Score -1073652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Entering Unmasked Estep 
Score: -2080055.625000 Penalty: 2351.566162
	Iteration 0F: 2 clusters Score -2080056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2070393.000000 Penalty: 4703.132324
	Iteration 0F: 3 clusters Score -2070393 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2073384.500000 Penalty: 4703.132324
	Iteration 1F: 3 clusters Score -2073384 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2073705.125000 Penalty: 4703.132324
	Iteration 2F: 3 clusters Score -2073705 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2073947.375000 Penalty: 4703.132324
	Iteration 3Q: 3 clusters Score -2073947 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2074155.000000 Penalty: 4703.132324
	Iteration 4Q: 3 clusters Score -2074155 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2074354.000000 Penalty: 4703.132324
	Iteration 5Q: 3 clusters Score -2074354 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2074525.125000 Penalty: 4703.132324
	Iteration 6Q: 3 clusters Score -2074525 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2074688.875000 Penalty: 4703.132324
	Iteration 7Q: 3 clusters Score -2074689 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2074816.500000 Penalty: 4703.132324
	Iteration 8Q: 3 clusters Score -2074816 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2074958.875000 Penalty: 4703.132324
	Iteration 9Q: 3 clusters Score -2074959 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2075091.000000 Penalty: 4703.132324
	Iteration 10Q: 3 clusters Score -2075091 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2075230.000000 Penalty: 4703.132324
	Iteration 11Q: 3 clusters Score -2075230 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2075382.625000 Penalty: 4703.132324
	Iteration 12Q: 3 clusters Score -2075383 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2075524.125000 Penalty: 4703.132324
	Iteration 13Q: 3 clusters Score -2075524 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2075676.000000 Penalty: 4703.132324
	Iteration 14Q: 3 clusters Score -2075676 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2075837.500000 Penalty: 4703.132324
	Iteration 15Q: 3 clusters Score -2075838 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2076036.625000 Penalty: 4703.132324
	Iteration 16Q: 3 clusters Score -2076037 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2076282.875000 Penalty: 4703.132324
	Iteration 17Q: 3 clusters Score -2076283 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2076531.625000 Penalty: 4703.132324
	Iteration 18Q: 3 clusters Score -2076532 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2076741.375000 Penalty: 4703.132324
	Iteration 19Q: 3 clusters Score -2076741 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2076909.000000 Penalty: 4703.132324
	Iteration 20F: 3 clusters Score -2076909 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2077063.625000 Penalty: 4703.132324
	Iteration 21Q: 3 clusters Score -2077064 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2077163.125000 Penalty: 4703.132324
	Iteration 22Q: 3 clusters Score -2077163 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2077229.250000 Penalty: 4703.132324
	Iteration 23Q: 3 clusters Score -2077229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2077288.375000 Penalty: 4703.132324
	Iteration 24Q: 3 clusters Score -2077288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2077354.500000 Penalty: 4703.132324
	Iteration 25Q: 3 clusters Score -2077354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2077419.750000 Penalty: 4703.132324
	Iteration 26Q: 3 clusters Score -2077420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2077481.000000 Penalty: 4703.132324
	Iteration 27Q: 3 clusters Score -2077481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2077514.125000 Penalty: 4703.132324
	Iteration 28Q: 3 clusters Score -2077514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2077544.875000 Penalty: 4703.132324
	Iteration 29Q: 3 clusters Score -2077545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2077570.875000 Penalty: 4703.132324
	Iteration 30Q: 3 clusters Score -2077571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2077604.000000 Penalty: 4703.132324
	Iteration 31Q: 3 clusters Score -2077604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2077630.750000 Penalty: 4703.132324
	Iteration 32Q: 3 clusters Score -2077631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2077651.000000 Penalty: 4703.132324
	Iteration 33Q: 3 clusters Score -2077651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2077659.750000 Penalty: 4703.132324
	Iteration 34Q: 3 clusters Score -2077660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2077672.750000 Penalty: 4703.132324
	Iteration 35Q: 3 clusters Score -2077673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2077688.750000 Penalty: 4703.132324
	Iteration 36Q: 3 clusters Score -2077689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2077706.250000 Penalty: 4703.132324
	Iteration 37Q: 3 clusters Score -2077706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2077729.500000 Penalty: 4703.132324
	Iteration 38Q: 3 clusters Score -2077730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2077740.125000 Penalty: 4703.132324
	Iteration 39Q: 3 clusters Score -2077740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2077753.875000 Penalty: 4703.132324
	Iteration 40F: 3 clusters Score -2077754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2077765.125000 Penalty: 4703.132324
	Iteration 41Q: 3 clusters Score -2077765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2077770.625000 Penalty: 4703.132324
	Iteration 42Q: 3 clusters Score -2077771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2077770.000000 Penalty: 4703.132324
	Iteration 43Q: 3 clusters Score -2077770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2077776.125000 Penalty: 4703.132324
	Iteration 44Q: 3 clusters Score -2077776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2077782.750000 Penalty: 4703.132324
	Iteration 45Q: 3 clusters Score -2077783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2077785.500000 Penalty: 4703.132324
	Iteration 46Q: 3 clusters Score -2077786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2077791.125000 Penalty: 4703.132324
	Iteration 47Q: 3 clusters Score -2077791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2077794.250000 Penalty: 4703.132324
	Iteration 48Q: 3 clusters Score -2077794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2077796.375000 Penalty: 4703.132324
	Iteration 49Q: 3 clusters Score -2077796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2077802.875000 Penalty: 4703.132324
	Iteration 50Q: 3 clusters Score -2077803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2077804.750000 Penalty: 4703.132324
	Iteration 51Q: 3 clusters Score -2077805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2077805.000000 Penalty: 4703.132324
	Iteration 52Q: 3 clusters Score -2077805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2077804.875000 Penalty: 4703.132324
	Iteration 53Q: 3 clusters Score -2077805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2077806.125000 Penalty: 4703.132324
	Iteration 54Q: 3 clusters Score -2077806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2077810.000000 Penalty: 4703.132324
	Iteration 55Q: 3 clusters Score -2077810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2077813.875000 Penalty: 4703.132324
	Iteration 56Q: 3 clusters Score -2077814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2077815.750000 Penalty: 4703.132324
	Iteration 57Q: 3 clusters Score -2077816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2077819.625000 Penalty: 4703.132324
	Iteration 58Q: 3 clusters Score -2077820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2077821.875000 Penalty: 4703.132324
	Iteration 59Q: 3 clusters Score -2077822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2077823.250000 Penalty: 4703.132324
	Iteration 60F: 3 clusters Score -2077823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2077822.125000 Penalty: 4703.132324
	Iteration 61Q: 3 clusters Score -2077822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2077824.875000 Penalty: 4703.132324
	Iteration 62Q: 3 clusters Score -2077825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2077825.250000 Penalty: 4703.132324
	Iteration 63Q: 3 clusters Score -2077825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2077826.500000 Penalty: 4703.132324
	Iteration 64Q: 3 clusters Score -2077826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2077827.375000 Penalty: 4703.132324
	Iteration 65Q: 3 clusters Score -2077827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2077829.250000 Penalty: 4703.132324
	Iteration 66Q: 3 clusters Score -2077829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2077831.000000 Penalty: 4703.132324
	Iteration 67Q: 3 clusters Score -2077831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2077830.875000 Penalty: 4703.132324
	Iteration 68Q: 3 clusters Score -2077831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2077833.375000 Penalty: 4703.132324
	Iteration 69Q: 3 clusters Score -2077833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2077836.375000 Penalty: 4703.132324
	Iteration 70Q: 3 clusters Score -2077836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2077839.125000 Penalty: 4703.132324
	Iteration 71Q: 3 clusters Score -2077839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2077838.750000 Penalty: 4703.132324
	Iteration 72Q: 3 clusters Score -2077839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2077840.875000 Penalty: 4703.132324
	Iteration 73Q: 3 clusters Score -2077841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2077842.250000 Penalty: 4703.132324
	Iteration 74Q: 3 clusters Score -2077842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2077847.125000 Penalty: 4703.132324
	Iteration 75Q: 3 clusters Score -2077847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2077849.500000 Penalty: 4703.132324
	Iteration 76Q: 3 clusters Score -2077850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2077852.500000 Penalty: 4703.132324
	Iteration 77Q: 3 clusters Score -2077852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2077858.000000 Penalty: 4703.132324
	Iteration 78Q: 3 clusters Score -2077858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2077860.125000 Penalty: 4703.132324
	Iteration 79Q: 3 clusters Score -2077860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2077861.000000 Penalty: 4703.132324
	Iteration 80F: 3 clusters Score -2077861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2077867.125000 Penalty: 4703.132324
	Iteration 81Q: 3 clusters Score -2077867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2077871.000000 Penalty: 4703.132324
	Iteration 82Q: 3 clusters Score -2077871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2077882.375000 Penalty: 4703.132324
	Iteration 83Q: 3 clusters Score -2077882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2077889.625000 Penalty: 4703.132324
	Iteration 84Q: 3 clusters Score -2077890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2077893.500000 Penalty: 4703.132324
	Iteration 85Q: 3 clusters Score -2077894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2077890.625000 Penalty: 4703.132324
	Iteration 86Q: 3 clusters Score -2077891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2077890.625000 Penalty: 4703.132324
	Iteration 87F: 3 clusters Score -2077891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Entering Unmasked Estep 
Score: -420121.812500 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -420121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -417019.531250 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -417019.5 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -417599.781250 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -417599.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -417752.218750 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -417752.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -417849.281250 Penalty: 3918.715820
	Iteration 3Q: 3 clusters Score -417849.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -417913.000000 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -417913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -417954.906250 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -417954.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -417989.968750 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -417990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -418024.500000 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -418024.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -418059.656250 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -418059.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -418083.937500 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -418083.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -418106.343750 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -418106.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -418125.875000 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -418125.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -418143.250000 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -418143.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -418165.937500 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -418165.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -418179.718750 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -418179.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -418187.187500 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -418187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -418194.500000 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -418194.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -418204.031250 Penalty: 3918.715820
	Iteration 17Q: 3 clusters Score -418204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -418209.687500 Penalty: 3918.715820
	Iteration 18Q: 3 clusters Score -418209.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -418213.968750 Penalty: 3918.715820
	Iteration 19Q: 3 clusters Score -418214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -418219.593750 Penalty: 3918.715820
	Iteration 20F: 3 clusters Score -418219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -418225.406250 Penalty: 3918.715820
	Iteration 21Q: 3 clusters Score -418225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -418234.062500 Penalty: 3918.715820
	Iteration 22Q: 3 clusters Score -418234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -418239.906250 Penalty: 3918.715820
	Iteration 23Q: 3 clusters Score -418239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -418243.187500 Penalty: 3918.715820
	Iteration 24Q: 3 clusters Score -418243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -418248.562500 Penalty: 3918.715820
	Iteration 25Q: 3 clusters Score -418248.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -418255.687500 Penalty: 3918.715820
	Iteration 26Q: 3 clusters Score -418255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -418257.718750 Penalty: 3918.715820
	Iteration 27Q: 3 clusters Score -418257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418259.093750 Penalty: 3918.715820
	Iteration 28Q: 3 clusters Score -418259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -418260.937500 Penalty: 3918.715820
	Iteration 29Q: 3 clusters Score -418260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -418261.218750 Penalty: 3918.715820
	Iteration 30Q: 3 clusters Score -418261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -418260.718750 Penalty: 3918.715820
	Iteration 31Q: 3 clusters Score -418260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -418261.343750 Penalty: 3918.715820
	Iteration 32Q: 3 clusters Score -418261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -418262.406250 Penalty: 3918.715820
	Iteration 33Q: 3 clusters Score -418262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -418263.156250 Penalty: 3918.715820
	Iteration 34Q: 3 clusters Score -418263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -418263.156250 Penalty: 3918.715820
	Iteration 35F: 3 clusters Score -418263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -1160995.625000 Penalty: 2215.810303
	Iteration 0F: 2 clusters Score -1160996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1154841.250000 Penalty: 4431.620605
	Iteration 0F: 3 clusters Score -1154841 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1156787.875000 Penalty: 4431.620605
	Iteration 1F: 3 clusters Score -1156788 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1157526.875000 Penalty: 4431.620605
	Iteration 2F: 3 clusters Score -1157527 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1158237.125000 Penalty: 4431.620605
	Iteration 3F: 3 clusters Score -1158237 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1158777.625000 Penalty: 4431.620605
	Iteration 4F: 3 clusters Score -1158778 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1159149.875000 Penalty: 4431.620605
	Iteration 5F: 3 clusters Score -1159150 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1159447.625000 Penalty: 4431.620605
	Iteration 6Q: 3 clusters Score -1159448 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1159637.250000 Penalty: 4431.620605
	Iteration 7Q: 3 clusters Score -1159637 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1159785.375000 Penalty: 4431.620605
	Iteration 8Q: 3 clusters Score -1159785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1159902.875000 Penalty: 4431.620605
	Iteration 9Q: 3 clusters Score -1159903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1159973.375000 Penalty: 4431.620605
	Iteration 10Q: 3 clusters Score -1159973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1160021.375000 Penalty: 4431.620605
	Iteration 11Q: 3 clusters Score -1160021 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1160046.875000 Penalty: 4431.620605
	Iteration 12Q: 3 clusters Score -1160047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1160066.125000 Penalty: 4431.620605
	Iteration 13Q: 3 clusters Score -1160066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1160087.125000 Penalty: 4431.620605
	Iteration 14Q: 3 clusters Score -1160087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1160105.125000 Penalty: 4431.620605
	Iteration 15Q: 3 clusters Score -1160105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1160130.500000 Penalty: 4431.620605
	Iteration 16Q: 3 clusters Score -1160130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1160153.375000 Penalty: 4431.620605
	Iteration 17Q: 3 clusters Score -1160153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1160167.875000 Penalty: 4431.620605
	Iteration 18Q: 3 clusters Score -1160168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1160180.500000 Penalty: 4431.620605
	Iteration 19Q: 3 clusters Score -1160180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1160187.125000 Penalty: 4431.620605
	Iteration 20F: 3 clusters Score -1160187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1160195.875000 Penalty: 4431.620605
	Iteration 21Q: 3 clusters Score -1160196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1160200.375000 Penalty: 4431.620605
	Iteration 22Q: 3 clusters Score -1160200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1160203.125000 Penalty: 4431.620605
	Iteration 23Q: 3 clusters Score -1160203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1160208.000000 Penalty: 4431.620605
	Iteration 24Q: 3 clusters Score -1160208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1160212.750000 Penalty: 4431.620605
	Iteration 25Q: 3 clusters Score -1160213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1160214.875000 Penalty: 4431.620605
	Iteration 26Q: 3 clusters Score -1160215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1160218.000000 Penalty: 4431.620605
	Iteration 27Q: 3 clusters Score -1160218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1160220.375000 Penalty: 4431.620605
	Iteration 28Q: 3 clusters Score -1160220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1160224.750000 Penalty: 4431.620605
	Iteration 29Q: 3 clusters Score -1160225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1160226.750000 Penalty: 4431.620605
	Iteration 30Q: 3 clusters Score -1160227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1160226.625000 Penalty: 4431.620605
	Iteration 31Q: 3 clusters Score -1160227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1160227.750000 Penalty: 4431.620605
	Iteration 32Q: 3 clusters Score -1160228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1160231.750000 Penalty: 4431.620605
	Iteration 33Q: 3 clusters Score -1160232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1160232.875000 Penalty: 4431.620605
	Iteration 34Q: 3 clusters Score -1160233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1160232.875000 Penalty: 4431.620605
	Iteration 35F: 3 clusters Score -1160233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -511668.656250 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -511668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -508220.093750 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -508220.1 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -508965.968750 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -508966 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -509190.718750 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -509190.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -509352.343750 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -509352.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -509483.375000 Penalty: 4019.933105
	Iteration 4Q: 3 clusters Score -509483.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -509584.468750 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -509584.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -509668.593750 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -509668.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -509768.437500 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -509768.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -509863.937500 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -509863.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -509957.937500 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -509957.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -510030.750000 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -510030.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -510092.187500 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -510092.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -510143.906250 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -510143.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -510175.343750 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -510175.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -510210.968750 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -510211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -510243.500000 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -510243.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -510278.125000 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -510278.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -510316.437500 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -510316.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -510348.593750 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -510348.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -510366.218750 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -510366.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -510383.875000 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -510383.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -510398.375000 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -510398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -510406.437500 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -510406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -510416.343750 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -510416.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -510424.000000 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -510424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -510431.343750 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -510431.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -510437.781250 Penalty: 4019.933105
	Iteration 26Q: 3 clusters Score -510437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -510440.500000 Penalty: 4019.933105
	Iteration 27Q: 3 clusters Score -510440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -510440.500000 Penalty: 4019.933105
	Iteration 28Q: 3 clusters Score -510440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -510440.812500 Penalty: 4019.933105
	Iteration 29Q: 3 clusters Score -510440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -510440.812500 Penalty: 4019.933105
	Iteration 30F: 3 clusters Score -510440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -960869.437500 Penalty: 2175.491943
	Iteration 0F: 2 clusters Score -960869.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -955481.187500 Penalty: 4350.983887
	Iteration 0F: 3 clusters Score -955481.2 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -957033.125000 Penalty: 4350.983887
	Iteration 1F: 3 clusters Score -957033.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -957434.312500 Penalty: 4350.983887
	Iteration 2F: 3 clusters Score -957434.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -957769.187500 Penalty: 4350.983887
	Iteration 3F: 3 clusters Score -957769.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -958051.062500 Penalty: 4350.983887
	Iteration 4F: 3 clusters Score -958051.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -958282.687500 Penalty: 4350.983887
	Iteration 5F: 3 clusters Score -958282.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -958489.625000 Penalty: 4350.983887
	Iteration 6Q: 3 clusters Score -958489.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -958702.000000 Penalty: 4350.983887
	Iteration 7Q: 3 clusters Score -958702 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -958899.375000 Penalty: 4350.983887
	Iteration 8Q: 3 clusters Score -958899.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -959044.250000 Penalty: 4350.983887
	Iteration 9Q: 3 clusters Score -959044.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -959146.062500 Penalty: 4350.983887
	Iteration 10Q: 3 clusters Score -959146.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -959245.312500 Penalty: 4350.983887
	Iteration 11Q: 3 clusters Score -959245.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -959314.687500 Penalty: 4350.983887
	Iteration 12Q: 3 clusters Score -959314.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -959365.062500 Penalty: 4350.983887
	Iteration 13Q: 3 clusters Score -959365.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -959415.312500 Penalty: 4350.983887
	Iteration 14Q: 3 clusters Score -959415.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -959451.812500 Penalty: 4350.983887
	Iteration 15Q: 3 clusters Score -959451.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -959467.250000 Penalty: 4350.983887
	Iteration 16Q: 3 clusters Score -959467.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -959482.625000 Penalty: 4350.983887
	Iteration 17Q: 3 clusters Score -959482.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -959496.125000 Penalty: 4350.983887
	Iteration 18Q: 3 clusters Score -959496.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -959511.125000 Penalty: 4350.983887
	Iteration 19Q: 3 clusters Score -959511.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -959518.562500 Penalty: 4350.983887
	Iteration 20F: 3 clusters Score -959518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -959527.000000 Penalty: 4350.983887
	Iteration 21Q: 3 clusters Score -959527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -959537.312500 Penalty: 4350.983887
	Iteration 22Q: 3 clusters Score -959537.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -959550.937500 Penalty: 4350.983887
	Iteration 23Q: 3 clusters Score -959550.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -959561.687500 Penalty: 4350.983887
	Iteration 24Q: 3 clusters Score -959561.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -959573.125000 Penalty: 4350.983887
	Iteration 25Q: 3 clusters Score -959573.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -959585.875000 Penalty: 4350.983887
	Iteration 26Q: 3 clusters Score -959585.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -959618.687500 Penalty: 4350.983887
	Iteration 27Q: 3 clusters Score -959618.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -959655.625000 Penalty: 4350.983887
	Iteration 28Q: 3 clusters Score -959655.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -959680.125000 Penalty: 4350.983887
	Iteration 29Q: 3 clusters Score -959680.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -959709.250000 Penalty: 4350.983887
	Iteration 30Q: 3 clusters Score -959709.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -959735.562500 Penalty: 4350.983887
	Iteration 31Q: 3 clusters Score -959735.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -959752.125000 Penalty: 4350.983887
	Iteration 32Q: 3 clusters Score -959752.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -959766.750000 Penalty: 4350.983887
	Iteration 33Q: 3 clusters Score -959766.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -959778.312500 Penalty: 4350.983887
	Iteration 34Q: 3 clusters Score -959778.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -959789.875000 Penalty: 4350.983887
	Iteration 35Q: 3 clusters Score -959789.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -959799.500000 Penalty: 4350.983887
	Iteration 36Q: 3 clusters Score -959799.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -959806.562500 Penalty: 4350.983887
	Iteration 37Q: 3 clusters Score -959806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -959812.187500 Penalty: 4350.983887
	Iteration 38Q: 3 clusters Score -959812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -959812.625000 Penalty: 4350.983887
	Iteration 39Q: 3 clusters Score -959812.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -959817.812500 Penalty: 4350.983887
	Iteration 40F: 3 clusters Score -959817.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -959823.937500 Penalty: 4350.983887
	Iteration 41Q: 3 clusters Score -959823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -959829.500000 Penalty: 4350.983887
	Iteration 42Q: 3 clusters Score -959829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -959831.750000 Penalty: 4350.983887
	Iteration 43Q: 3 clusters Score -959831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -959835.625000 Penalty: 4350.983887
	Iteration 44Q: 3 clusters Score -959835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -959836.750000 Penalty: 4350.983887
	Iteration 45Q: 3 clusters Score -959836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -959837.687500 Penalty: 4350.983887
	Iteration 46Q: 3 clusters Score -959837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -959839.000000 Penalty: 4350.983887
	Iteration 47Q: 3 clusters Score -959839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -959840.687500 Penalty: 4350.983887
	Iteration 48Q: 3 clusters Score -959840.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -959840.125000 Penalty: 4350.983887
	Iteration 49Q: 3 clusters Score -959840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -959840.875000 Penalty: 4350.983887
	Iteration 50Q: 3 clusters Score -959840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -959841.062500 Penalty: 4350.983887
	Iteration 51Q: 3 clusters Score -959841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -959841.312500 Penalty: 4350.983887
	Iteration 52Q: 3 clusters Score -959841.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -959843.250000 Penalty: 4350.983887
	Iteration 53Q: 3 clusters Score -959843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -959845.937500 Penalty: 4350.983887
	Iteration 54Q: 3 clusters Score -959845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -959846.562500 Penalty: 4350.983887
	Iteration 55Q: 3 clusters Score -959846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -959849.562500 Penalty: 4350.983887
	Iteration 56Q: 3 clusters Score -959849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -959851.937500 Penalty: 4350.983887
	Iteration 57Q: 3 clusters Score -959851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -959851.812500 Penalty: 4350.983887
	Iteration 58Q: 3 clusters Score -959851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -959854.562500 Penalty: 4350.983887
	Iteration 59Q: 3 clusters Score -959854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -959855.312500 Penalty: 4350.983887
	Iteration 60F: 3 clusters Score -959855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -959854.750000 Penalty: 4350.983887
	Iteration 61Q: 3 clusters Score -959854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -959857.625000 Penalty: 4350.983887
	Iteration 62Q: 3 clusters Score -959857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -959857.812500 Penalty: 4350.983887
	Iteration 63Q: 3 clusters Score -959857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -959857.812500 Penalty: 4350.983887
	Iteration 64F: 3 clusters Score -959857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -66432.226562 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -66432.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65098.191406 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -65098.19 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65482.109375 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -65482.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -65724.835938 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -65724.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65953.679688 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -65953.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66086.921875 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -66086.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66177.617188 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -66177.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66275.890625 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -66275.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66300.203125 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -66300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66300.203125 Penalty: 3091.294189
	Iteration 8F: 3 clusters Score -66300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -430394.968750 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -430395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -427114.250000 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -427114.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -427857.093750 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -427857.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -428120.562500 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -428120.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -428318.093750 Penalty: 3981.951904
	Iteration 3F: 3 clusters Score -428318.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -428475.125000 Penalty: 3981.951904
	Iteration 4F: 3 clusters Score -428475.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -428625.593750 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -428625.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -428773.812500 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -428773.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -428910.031250 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -428910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -428992.500000 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -428992.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -429067.031250 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -429067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -429127.875000 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -429127.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -429182.562500 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -429182.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -429243.937500 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -429243.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -429306.812500 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -429306.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -429362.500000 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -429362.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -429398.968750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -429399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -429422.812500 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -429422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -429447.125000 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -429447.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -429475.187500 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -429475.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -429502.656250 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -429502.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -429523.187500 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -429523.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -429543.781250 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -429543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -429553.062500 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -429553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -429566.218750 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -429566.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -429574.562500 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -429574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -429578.218750 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -429578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -429580.187500 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -429580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -429580.937500 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -429580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -429581.062500 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -429581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -429581.062500 Penalty: 3981.951904
	Iteration 29F: 3 clusters Score -429581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -477022.750000 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -477022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -473700.750000 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -473700.8 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -474379.218750 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -474379.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -474532.031250 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -474532 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -474602.250000 Penalty: 3988.541016
	Iteration 3Q: 3 clusters Score -474602.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -474643.343750 Penalty: 3988.541016
	Iteration 4Q: 3 clusters Score -474643.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -474672.968750 Penalty: 3988.541016
	Iteration 5Q: 3 clusters Score -474673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -474694.843750 Penalty: 3988.541016
	Iteration 6Q: 3 clusters Score -474694.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -474711.375000 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -474711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -474724.968750 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -474725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -474736.312500 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -474736.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -474746.468750 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -474746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -474756.687500 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -474756.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -474764.687500 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -474764.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -474770.968750 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -474771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -474774.906250 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -474774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -474776.593750 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -474776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -474779.062500 Penalty: 3988.541016
	Iteration 16Q: 3 clusters Score -474779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -474783.281250 Penalty: 3988.541016
	Iteration 17Q: 3 clusters Score -474783.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -474785.218750 Penalty: 3988.541016
	Iteration 18Q: 3 clusters Score -474785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -474788.500000 Penalty: 3988.541016
	Iteration 19Q: 3 clusters Score -474788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -474788.562500 Penalty: 3988.541016
	Iteration 20F: 3 clusters Score -474788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (23902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Entering Unmasked Estep 
Score: -3569191.750000 Penalty: 2500.265869
	Iteration 0F: 2 clusters Score -3569192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3552501.750000 Penalty: 5000.531738
	Iteration 0F: 3 clusters Score -3552502 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3558296.750000 Penalty: 5000.531738
	Iteration 1F: 3 clusters Score -3558297 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3558972.750000 Penalty: 5000.531738
	Iteration 2F: 3 clusters Score -3558973 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3559615.250000 Penalty: 5000.531738
	Iteration 3F: 3 clusters Score -3559615 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3560240.000000 Penalty: 5000.531738
	Iteration 4F: 3 clusters Score -3560240 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3560772.500000 Penalty: 5000.531738
	Iteration 5Q: 3 clusters Score -3560772 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3561243.500000 Penalty: 5000.531738
	Iteration 6Q: 3 clusters Score -3561244 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3561664.000000 Penalty: 5000.531738
	Iteration 7Q: 3 clusters Score -3561664 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3562041.000000 Penalty: 5000.531738
	Iteration 8Q: 3 clusters Score -3562041 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3562322.250000 Penalty: 5000.531738
	Iteration 9Q: 3 clusters Score -3562322 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3562552.500000 Penalty: 5000.531738
	Iteration 10Q: 3 clusters Score -3562552 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3562842.000000 Penalty: 5000.531738
	Iteration 11Q: 3 clusters Score -3562842 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3563132.250000 Penalty: 5000.531738
	Iteration 12Q: 3 clusters Score -3563132 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3563380.000000 Penalty: 5000.531738
	Iteration 13Q: 3 clusters Score -3563380 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3563623.000000 Penalty: 5000.531738
	Iteration 14Q: 3 clusters Score -3563623 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3563838.750000 Penalty: 5000.531738
	Iteration 15Q: 3 clusters Score -3563839 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3564059.750000 Penalty: 5000.531738
	Iteration 16Q: 3 clusters Score -3564060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3564230.250000 Penalty: 5000.531738
	Iteration 17Q: 3 clusters Score -3564230 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3564390.000000 Penalty: 5000.531738
	Iteration 18Q: 3 clusters Score -3564390 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3564567.500000 Penalty: 5000.531738
	Iteration 19Q: 3 clusters Score -3564568 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3564714.500000 Penalty: 5000.531738
	Iteration 20F: 3 clusters Score -3564714 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3564856.500000 Penalty: 5000.531738
	Iteration 21Q: 3 clusters Score -3564856 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3565023.750000 Penalty: 5000.531738
	Iteration 22Q: 3 clusters Score -3565024 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3565139.750000 Penalty: 5000.531738
	Iteration 23Q: 3 clusters Score -3565140 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3565251.000000 Penalty: 5000.531738
	Iteration 24Q: 3 clusters Score -3565251 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3565367.750000 Penalty: 5000.531738
	Iteration 25Q: 3 clusters Score -3565368 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3565476.750000 Penalty: 5000.531738
	Iteration 26Q: 3 clusters Score -3565477 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3565574.500000 Penalty: 5000.531738
	Iteration 27Q: 3 clusters Score -3565574 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3565677.250000 Penalty: 5000.531738
	Iteration 28Q: 3 clusters Score -3565677 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3565793.000000 Penalty: 5000.531738
	Iteration 29Q: 3 clusters Score -3565793 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3565899.000000 Penalty: 5000.531738
	Iteration 30Q: 3 clusters Score -3565899 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3566014.750000 Penalty: 5000.531738
	Iteration 31Q: 3 clusters Score -3566015 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3566167.250000 Penalty: 5000.531738
	Iteration 32Q: 3 clusters Score -3566167 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3566288.750000 Penalty: 5000.531738
	Iteration 33Q: 3 clusters Score -3566289 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3566393.500000 Penalty: 5000.531738
	Iteration 34Q: 3 clusters Score -3566394 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3566526.250000 Penalty: 5000.531738
	Iteration 35Q: 3 clusters Score -3566526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3566640.750000 Penalty: 5000.531738
	Iteration 36Q: 3 clusters Score -3566641 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3566740.250000 Penalty: 5000.531738
	Iteration 37Q: 3 clusters Score -3566740 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3566865.000000 Penalty: 5000.531738
	Iteration 38Q: 3 clusters Score -3566865 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3566976.500000 Penalty: 5000.531738
	Iteration 39Q: 3 clusters Score -3566976 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3567063.000000 Penalty: 5000.531738
	Iteration 40F: 3 clusters Score -3567063 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3567138.000000 Penalty: 5000.531738
	Iteration 41Q: 3 clusters Score -3567138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3567181.750000 Penalty: 5000.531738
	Iteration 42Q: 3 clusters Score -3567182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3567225.250000 Penalty: 5000.531738
	Iteration 43Q: 3 clusters Score -3567225 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3567275.500000 Penalty: 5000.531738
	Iteration 44Q: 3 clusters Score -3567276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3567313.000000 Penalty: 5000.531738
	Iteration 45Q: 3 clusters Score -3567313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3567351.000000 Penalty: 5000.531738
	Iteration 46Q: 3 clusters Score -3567351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3567404.750000 Penalty: 5000.531738
	Iteration 47Q: 3 clusters Score -3567405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3567423.500000 Penalty: 5000.531738
	Iteration 48Q: 3 clusters Score -3567424 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3567447.000000 Penalty: 5000.531738
	Iteration 49Q: 3 clusters Score -3567447 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3567475.250000 Penalty: 5000.531738
	Iteration 50Q: 3 clusters Score -3567475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3567489.750000 Penalty: 5000.531738
	Iteration 51Q: 3 clusters Score -3567490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3567513.250000 Penalty: 5000.531738
	Iteration 52Q: 3 clusters Score -3567513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3567528.250000 Penalty: 5000.531738
	Iteration 53Q: 3 clusters Score -3567528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3567559.500000 Penalty: 5000.531738
	Iteration 54Q: 3 clusters Score -3567560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3567576.250000 Penalty: 5000.531738
	Iteration 55Q: 3 clusters Score -3567576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3567590.250000 Penalty: 5000.531738
	Iteration 56Q: 3 clusters Score -3567590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3567605.250000 Penalty: 5000.531738
	Iteration 57Q: 3 clusters Score -3567605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3567619.250000 Penalty: 5000.531738
	Iteration 58Q: 3 clusters Score -3567619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3567643.500000 Penalty: 5000.531738
	Iteration 59Q: 3 clusters Score -3567644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3567648.500000 Penalty: 5000.531738
	Iteration 60F: 3 clusters Score -3567648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3567666.000000 Penalty: 5000.531738
	Iteration 61Q: 3 clusters Score -3567666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3567673.750000 Penalty: 5000.531738
	Iteration 62Q: 3 clusters Score -3567674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3567678.000000 Penalty: 5000.531738
	Iteration 63Q: 3 clusters Score -3567678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3567686.250000 Penalty: 5000.531738
	Iteration 64Q: 3 clusters Score -3567686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3567686.500000 Penalty: 5000.531738
	Iteration 65Q: 3 clusters Score -3567686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3567684.500000 Penalty: 5000.531738
	Iteration 66Q: 3 clusters Score -3567684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3567688.750000 Penalty: 5000.531738
	Iteration 67Q: 3 clusters Score -3567689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3567695.750000 Penalty: 5000.531738
	Iteration 68Q: 3 clusters Score -3567696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3567701.250000 Penalty: 5000.531738
	Iteration 69Q: 3 clusters Score -3567701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3567706.250000 Penalty: 5000.531738
	Iteration 70Q: 3 clusters Score -3567706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3567709.750000 Penalty: 5000.531738
	Iteration 71Q: 3 clusters Score -3567710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3567715.000000 Penalty: 5000.531738
	Iteration 72Q: 3 clusters Score -3567715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3567720.000000 Penalty: 5000.531738
	Iteration 73Q: 3 clusters Score -3567720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3567716.000000 Penalty: 5000.531738
	Iteration 74Q: 3 clusters Score -3567716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3567717.750000 Penalty: 5000.531738
	Iteration 75Q: 3 clusters Score -3567718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3567715.000000 Penalty: 5000.531738
	Iteration 76Q: 3 clusters Score -3567715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3567718.250000 Penalty: 5000.531738
	Iteration 77Q: 3 clusters Score -3567718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3567719.250000 Penalty: 5000.531738
	Iteration 78Q: 3 clusters Score -3567719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3567719.500000 Penalty: 5000.531738
	Iteration 79Q: 3 clusters Score -3567720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3567719.000000 Penalty: 5000.531738
	Iteration 80F: 3 clusters Score -3567719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Entering Unmasked Estep 
Score: -1637227.500000 Penalty: 2290.094482
	Iteration 0F: 2 clusters Score -1637228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1629446.750000 Penalty: 4580.188965
	Iteration 0F: 3 clusters Score -1629447 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1631780.625000 Penalty: 4580.188965
	Iteration 1F: 3 clusters Score -1631781 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1632212.875000 Penalty: 4580.188965
	Iteration 2F: 3 clusters Score -1632213 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1632595.625000 Penalty: 4580.188965
	Iteration 3F: 3 clusters Score -1632596 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1632953.500000 Penalty: 4580.188965
	Iteration 4F: 3 clusters Score -1632954 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1633266.000000 Penalty: 4580.188965
	Iteration 5F: 3 clusters Score -1633266 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1633520.375000 Penalty: 4580.188965
	Iteration 6Q: 3 clusters Score -1633520 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1633716.250000 Penalty: 4580.188965
	Iteration 7Q: 3 clusters Score -1633716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1633883.125000 Penalty: 4580.188965
	Iteration 8Q: 3 clusters Score -1633883 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1634050.750000 Penalty: 4580.188965
	Iteration 9Q: 3 clusters Score -1634051 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1634193.375000 Penalty: 4580.188965
	Iteration 10Q: 3 clusters Score -1634193 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1634313.125000 Penalty: 4580.188965
	Iteration 11Q: 3 clusters Score -1634313 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1634405.000000 Penalty: 4580.188965
	Iteration 12Q: 3 clusters Score -1634405 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1634486.500000 Penalty: 4580.188965
	Iteration 13Q: 3 clusters Score -1634486 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1634559.625000 Penalty: 4580.188965
	Iteration 14Q: 3 clusters Score -1634560 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1634629.000000 Penalty: 4580.188965
	Iteration 15Q: 3 clusters Score -1634629 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1634710.250000 Penalty: 4580.188965
	Iteration 16Q: 3 clusters Score -1634710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1634793.000000 Penalty: 4580.188965
	Iteration 17Q: 3 clusters Score -1634793 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1634880.750000 Penalty: 4580.188965
	Iteration 18Q: 3 clusters Score -1634881 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1634978.000000 Penalty: 4580.188965
	Iteration 19Q: 3 clusters Score -1634978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1635046.625000 Penalty: 4580.188965
	Iteration 20F: 3 clusters Score -1635047 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1635124.000000 Penalty: 4580.188965
	Iteration 21Q: 3 clusters Score -1635124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1635202.250000 Penalty: 4580.188965
	Iteration 22Q: 3 clusters Score -1635202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1635278.625000 Penalty: 4580.188965
	Iteration 23Q: 3 clusters Score -1635279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1635338.500000 Penalty: 4580.188965
	Iteration 24Q: 3 clusters Score -1635338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1635387.500000 Penalty: 4580.188965
	Iteration 25Q: 3 clusters Score -1635388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1635427.500000 Penalty: 4580.188965
	Iteration 26Q: 3 clusters Score -1635428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1635455.250000 Penalty: 4580.188965
	Iteration 27Q: 3 clusters Score -1635455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1635475.875000 Penalty: 4580.188965
	Iteration 28Q: 3 clusters Score -1635476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1635484.625000 Penalty: 4580.188965
	Iteration 29Q: 3 clusters Score -1635485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1635498.750000 Penalty: 4580.188965
	Iteration 30Q: 3 clusters Score -1635499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1635512.125000 Penalty: 4580.188965
	Iteration 31Q: 3 clusters Score -1635512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1635521.875000 Penalty: 4580.188965
	Iteration 32Q: 3 clusters Score -1635522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1635528.375000 Penalty: 4580.188965
	Iteration 33Q: 3 clusters Score -1635528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1635540.750000 Penalty: 4580.188965
	Iteration 34Q: 3 clusters Score -1635541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1635540.250000 Penalty: 4580.188965
	Iteration 35Q: 3 clusters Score -1635540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1635549.000000 Penalty: 4580.188965
	Iteration 36Q: 3 clusters Score -1635549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1635554.125000 Penalty: 4580.188965
	Iteration 37Q: 3 clusters Score -1635554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1635555.375000 Penalty: 4580.188965
	Iteration 38Q: 3 clusters Score -1635555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1635557.500000 Penalty: 4580.188965
	Iteration 39Q: 3 clusters Score -1635558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1635558.750000 Penalty: 4580.188965
	Iteration 40F: 3 clusters Score -1635559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1635559.500000 Penalty: 4580.188965
	Iteration 41Q: 3 clusters Score -1635560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1635561.500000 Penalty: 4580.188965
	Iteration 42Q: 3 clusters Score -1635562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1635561.500000 Penalty: 4580.188965
	Iteration 43F: 3 clusters Score -1635562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Entering Unmasked Estep 
Score: -926462.812500 Penalty: 2162.228516
	Iteration 0F: 2 clusters Score -926462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -921282.812500 Penalty: 4324.457031
	Iteration 0F: 3 clusters Score -921282.8 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -922772.687500 Penalty: 4324.457031
	Iteration 1F: 3 clusters Score -922772.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -923103.000000 Penalty: 4324.457031
	Iteration 2F: 3 clusters Score -923103 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -923315.187500 Penalty: 4324.457031
	Iteration 3F: 3 clusters Score -923315.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -923485.312500 Penalty: 4324.457031
	Iteration 4Q: 3 clusters Score -923485.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -923640.062500 Penalty: 4324.457031
	Iteration 5Q: 3 clusters Score -923640.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -923767.187500 Penalty: 4324.457031
	Iteration 6Q: 3 clusters Score -923767.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -923873.750000 Penalty: 4324.457031
	Iteration 7Q: 3 clusters Score -923873.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -923954.500000 Penalty: 4324.457031
	Iteration 8Q: 3 clusters Score -923954.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -924021.125000 Penalty: 4324.457031
	Iteration 9Q: 3 clusters Score -924021.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -924073.187500 Penalty: 4324.457031
	Iteration 10Q: 3 clusters Score -924073.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -924121.500000 Penalty: 4324.457031
	Iteration 11Q: 3 clusters Score -924121.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -924151.562500 Penalty: 4324.457031
	Iteration 12Q: 3 clusters Score -924151.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -924173.625000 Penalty: 4324.457031
	Iteration 13Q: 3 clusters Score -924173.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -924190.750000 Penalty: 4324.457031
	Iteration 14Q: 3 clusters Score -924190.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -924210.125000 Penalty: 4324.457031
	Iteration 15Q: 3 clusters Score -924210.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -924230.250000 Penalty: 4324.457031
	Iteration 16Q: 3 clusters Score -924230.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -924255.500000 Penalty: 4324.457031
	Iteration 17Q: 3 clusters Score -924255.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -924272.812500 Penalty: 4324.457031
	Iteration 18Q: 3 clusters Score -924272.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -924286.000000 Penalty: 4324.457031
	Iteration 19Q: 3 clusters Score -924286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -924303.000000 Penalty: 4324.457031
	Iteration 20F: 3 clusters Score -924303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -924315.312500 Penalty: 4324.457031
	Iteration 21Q: 3 clusters Score -924315.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -924322.812500 Penalty: 4324.457031
	Iteration 22Q: 3 clusters Score -924322.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -924331.312500 Penalty: 4324.457031
	Iteration 23Q: 3 clusters Score -924331.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -924337.312500 Penalty: 4324.457031
	Iteration 24Q: 3 clusters Score -924337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -924343.875000 Penalty: 4324.457031
	Iteration 25Q: 3 clusters Score -924343.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -924347.625000 Penalty: 4324.457031
	Iteration 26Q: 3 clusters Score -924347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -924352.125000 Penalty: 4324.457031
	Iteration 27Q: 3 clusters Score -924352.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -924360.000000 Penalty: 4324.457031
	Iteration 28Q: 3 clusters Score -924360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -924365.750000 Penalty: 4324.457031
	Iteration 29Q: 3 clusters Score -924365.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -924374.250000 Penalty: 4324.457031
	Iteration 30Q: 3 clusters Score -924374.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -924381.187500 Penalty: 4324.457031
	Iteration 31Q: 3 clusters Score -924381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -924391.375000 Penalty: 4324.457031
	Iteration 32Q: 3 clusters Score -924391.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -924399.000000 Penalty: 4324.457031
	Iteration 33Q: 3 clusters Score -924399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -924409.062500 Penalty: 4324.457031
	Iteration 34Q: 3 clusters Score -924409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -924421.812500 Penalty: 4324.457031
	Iteration 35Q: 3 clusters Score -924421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -924434.687500 Penalty: 4324.457031
	Iteration 36Q: 3 clusters Score -924434.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -924450.250000 Penalty: 4324.457031
	Iteration 37Q: 3 clusters Score -924450.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -924465.312500 Penalty: 4324.457031
	Iteration 38Q: 3 clusters Score -924465.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -924475.187500 Penalty: 4324.457031
	Iteration 39Q: 3 clusters Score -924475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -924482.812500 Penalty: 4324.457031
	Iteration 40F: 3 clusters Score -924482.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -924497.187500 Penalty: 4324.457031
	Iteration 41Q: 3 clusters Score -924497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -924508.625000 Penalty: 4324.457031
	Iteration 42Q: 3 clusters Score -924508.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -924521.437500 Penalty: 4324.457031
	Iteration 43Q: 3 clusters Score -924521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -924528.250000 Penalty: 4324.457031
	Iteration 44Q: 3 clusters Score -924528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -924534.562500 Penalty: 4324.457031
	Iteration 45Q: 3 clusters Score -924534.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -924541.250000 Penalty: 4324.457031
	Iteration 46Q: 3 clusters Score -924541.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -924549.125000 Penalty: 4324.457031
	Iteration 47Q: 3 clusters Score -924549.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -924558.187500 Penalty: 4324.457031
	Iteration 48Q: 3 clusters Score -924558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -924561.562500 Penalty: 4324.457031
	Iteration 49Q: 3 clusters Score -924561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -924569.375000 Penalty: 4324.457031
	Iteration 50Q: 3 clusters Score -924569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -924575.500000 Penalty: 4324.457031
	Iteration 51Q: 3 clusters Score -924575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -924585.312500 Penalty: 4324.457031
	Iteration 52Q: 3 clusters Score -924585.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -924594.875000 Penalty: 4324.457031
	Iteration 53Q: 3 clusters Score -924594.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -924600.562500 Penalty: 4324.457031
	Iteration 54Q: 3 clusters Score -924600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -924602.937500 Penalty: 4324.457031
	Iteration 55Q: 3 clusters Score -924602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -924604.812500 Penalty: 4324.457031
	Iteration 56Q: 3 clusters Score -924604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -924604.562500 Penalty: 4324.457031
	Iteration 57Q: 3 clusters Score -924604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -924606.375000 Penalty: 4324.457031
	Iteration 58Q: 3 clusters Score -924606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -924607.062500 Penalty: 4324.457031
	Iteration 59Q: 3 clusters Score -924607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -924607.062500 Penalty: 4324.457031
	Iteration 60F: 3 clusters Score -924607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Entering Unmasked Estep 
Score: -6611241.500000 Penalty: 2644.802734
	Iteration 0F: 2 clusters Score -6611242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -6582383.000000 Penalty: 5289.605469
	Iteration 0F: 3 clusters Score -6582383 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -6593259.500000 Penalty: 5289.605469
	Iteration 1F: 3 clusters Score -6593260 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -6593962.500000 Penalty: 5289.605469
	Iteration 2Q: 3 clusters Score -6593962 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -6594683.500000 Penalty: 5289.605469
	Iteration 3Q: 3 clusters Score -6594684 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -6595357.500000 Penalty: 5289.605469
	Iteration 4Q: 3 clusters Score -6595358 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -6596126.500000 Penalty: 5289.605469
	Iteration 5Q: 3 clusters Score -6596126 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -6597078.000000 Penalty: 5289.605469
	Iteration 6Q: 3 clusters Score -6597078 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 19052 members 
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Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6605770 nChanged 567
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32097 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6606378 nChanged 365
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Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33528 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6607254 nChanged 297
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Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6607322 nChanged 280
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Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37068 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38232 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38375 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39150 members 
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	Iteration 48Q: 3 clusters Score -6608110 nChanged 104
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Mstep: Class 1 contains 39342 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6608142 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39440 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6608162 nChanged 108
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Mstep: Class 1 contains 39544 members 
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	Iteration 51Q: 3 clusters Score -6608170 nChanged 115
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Mstep: Class 1 contains 39653 members 
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	Iteration 52Q: 3 clusters Score -6608198 nChanged 120
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Mstep: Class 1 contains 39978 members 
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	Iteration 55Q: 3 clusters Score -6608292 nChanged 105
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	Iteration 56Q: 3 clusters Score -6608328 nChanged 100
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6608482 nChanged 86
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	Iteration 63Q: 3 clusters Score -6608548 nChanged 61
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Mstep: Class 1 contains 40826 members 
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	Iteration 67Q: 3 clusters Score -6608652 nChanged 87
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6608718 nChanged 79
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	Iteration 70Q: 3 clusters Score -6608752 nChanged 80
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	Iteration 72Q: 3 clusters Score -6608824 nChanged 49
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	Iteration 75Q: 3 clusters Score -6608913 nChanged 55
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	Iteration 80F: 3 clusters Score -6608993 nChanged 24
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	Iteration 81Q: 3 clusters Score -6609014 nChanged 26
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	Iteration 82Q: 3 clusters Score -6609032 nChanged 19
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	Iteration 83Q: 3 clusters Score -6609047 nChanged 23
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	Iteration 84Q: 3 clusters Score -6609060 nChanged 15
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Mstep: Class 2 contains 978 members 
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	Iteration 92Q: 3 clusters Score -6609104 nChanged 6
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	Iteration 93Q: 3 clusters Score -6609108 nChanged 7
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	Iteration 94Q: 3 clusters Score -6609104 nChanged 3
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	Iteration 96Q: 3 clusters Score -6609116 nChanged 5
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	Iteration 97Q: 3 clusters Score -6609116 nChanged 3
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	Iteration 98Q: 3 clusters Score -6609112 nChanged 4
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	Iteration 99Q: 3 clusters Score -6609112 nChanged 3
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Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6609113.000000 Penalty: 5289.605469
	Iteration 100F: 3 clusters Score -6609113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6609113.000000 Penalty: 5289.605469
	Iteration 101Q: 3 clusters Score -6609113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6609113.000000 Penalty: 5289.605469
	Iteration 102F: 3 clusters Score -6609113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Entering Unmasked Estep 
Score: -1281498.500000 Penalty: 2260.666260
	Iteration 0F: 2 clusters Score -1281498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1274408.000000 Penalty: 4521.332520
	Iteration 0F: 3 clusters Score -1274408 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1276695.500000 Penalty: 4521.332520
	Iteration 1F: 3 clusters Score -1276696 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1277328.500000 Penalty: 4521.332520
	Iteration 2F: 3 clusters Score -1277328 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1277952.125000 Penalty: 4521.332520
	Iteration 3F: 3 clusters Score -1277952 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1278493.625000 Penalty: 4521.332520
	Iteration 4F: 3 clusters Score -1278494 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1278912.375000 Penalty: 4521.332520
	Iteration 5F: 3 clusters Score -1278912 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1279218.500000 Penalty: 4521.332520
	Iteration 6Q: 3 clusters Score -1279218 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1279461.000000 Penalty: 4521.332520
	Iteration 7Q: 3 clusters Score -1279461 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1279665.250000 Penalty: 4521.332520
	Iteration 8Q: 3 clusters Score -1279665 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1279821.875000 Penalty: 4521.332520
	Iteration 9Q: 3 clusters Score -1279822 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1279964.125000 Penalty: 4521.332520
	Iteration 10Q: 3 clusters Score -1279964 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1280079.750000 Penalty: 4521.332520
	Iteration 11Q: 3 clusters Score -1280080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1280149.375000 Penalty: 4521.332520
	Iteration 12Q: 3 clusters Score -1280149 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1280214.250000 Penalty: 4521.332520
	Iteration 13Q: 3 clusters Score -1280214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1280269.000000 Penalty: 4521.332520
	Iteration 14Q: 3 clusters Score -1280269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1280332.375000 Penalty: 4521.332520
	Iteration 15Q: 3 clusters Score -1280332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1280377.000000 Penalty: 4521.332520
	Iteration 16Q: 3 clusters Score -1280377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1280397.500000 Penalty: 4521.332520
	Iteration 17Q: 3 clusters Score -1280398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1280415.250000 Penalty: 4521.332520
	Iteration 18Q: 3 clusters Score -1280415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1280433.000000 Penalty: 4521.332520
	Iteration 19Q: 3 clusters Score -1280433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1280453.500000 Penalty: 4521.332520
	Iteration 20F: 3 clusters Score -1280454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1280462.500000 Penalty: 4521.332520
	Iteration 21Q: 3 clusters Score -1280462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1280465.250000 Penalty: 4521.332520
	Iteration 22Q: 3 clusters Score -1280465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1280475.375000 Penalty: 4521.332520
	Iteration 23Q: 3 clusters Score -1280475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1280482.125000 Penalty: 4521.332520
	Iteration 24Q: 3 clusters Score -1280482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1280487.250000 Penalty: 4521.332520
	Iteration 25Q: 3 clusters Score -1280487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1280493.375000 Penalty: 4521.332520
	Iteration 26Q: 3 clusters Score -1280493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1280494.125000 Penalty: 4521.332520
	Iteration 27Q: 3 clusters Score -1280494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1280498.000000 Penalty: 4521.332520
	Iteration 28Q: 3 clusters Score -1280498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1280495.000000 Penalty: 4521.332520
	Iteration 29Q: 3 clusters Score -1280495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1280495.750000 Penalty: 4521.332520
	Iteration 30Q: 3 clusters Score -1280496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1280497.750000 Penalty: 4521.332520
	Iteration 31Q: 3 clusters Score -1280498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1280499.500000 Penalty: 4521.332520
	Iteration 32Q: 3 clusters Score -1280500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1280498.125000 Penalty: 4521.332520
	Iteration 33Q: 3 clusters Score -1280498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1280498.375000 Penalty: 4521.332520
	Iteration 34Q: 3 clusters Score -1280498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1280500.375000 Penalty: 4521.332520
	Iteration 35Q: 3 clusters Score -1280500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1280499.750000 Penalty: 4521.332520
	Iteration 36Q: 3 clusters Score -1280500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1280499.750000 Penalty: 4521.332520
	Iteration 37F: 3 clusters Score -1280500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -295488.750000 Penalty: 1881.023682
	Iteration 0F: 2 clusters Score -295488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -292852.125000 Penalty: 3762.047363
	Iteration 0F: 3 clusters Score -292852.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -293338.125000 Penalty: 3762.047363
	Iteration 1F: 3 clusters Score -293338.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -293493.468750 Penalty: 3762.047363
	Iteration 2F: 3 clusters Score -293493.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -293579.062500 Penalty: 3762.047363
	Iteration 3Q: 3 clusters Score -293579.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -293632.281250 Penalty: 3762.047363
	Iteration 4Q: 3 clusters Score -293632.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -293678.562500 Penalty: 3762.047363
	Iteration 5Q: 3 clusters Score -293678.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293728.625000 Penalty: 3762.047363
	Iteration 6Q: 3 clusters Score -293728.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -293778.250000 Penalty: 3762.047363
	Iteration 7Q: 3 clusters Score -293778.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -293823.718750 Penalty: 3762.047363
	Iteration 8Q: 3 clusters Score -293823.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -293855.281250 Penalty: 3762.047363
	Iteration 9Q: 3 clusters Score -293855.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -293888.843750 Penalty: 3762.047363
	Iteration 10Q: 3 clusters Score -293888.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -293919.156250 Penalty: 3762.047363
	Iteration 11Q: 3 clusters Score -293919.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -293940.343750 Penalty: 3762.047363
	Iteration 12Q: 3 clusters Score -293940.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -293960.531250 Penalty: 3762.047363
	Iteration 13Q: 3 clusters Score -293960.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -293980.968750 Penalty: 3762.047363
	Iteration 14Q: 3 clusters Score -293981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -294001.500000 Penalty: 3762.047363
	Iteration 15Q: 3 clusters Score -294001.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -294016.875000 Penalty: 3762.047363
	Iteration 16Q: 3 clusters Score -294016.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -294029.656250 Penalty: 3762.047363
	Iteration 17Q: 3 clusters Score -294029.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -294044.562500 Penalty: 3762.047363
	Iteration 18Q: 3 clusters Score -294044.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294058.562500 Penalty: 3762.047363
	Iteration 19Q: 3 clusters Score -294058.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -294073.875000 Penalty: 3762.047363
	Iteration 20F: 3 clusters Score -294073.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -294087.531250 Penalty: 3762.047363
	Iteration 21Q: 3 clusters Score -294087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -294095.687500 Penalty: 3762.047363
	Iteration 22Q: 3 clusters Score -294095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294103.718750 Penalty: 3762.047363
	Iteration 23Q: 3 clusters Score -294103.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -294112.156250 Penalty: 3762.047363
	Iteration 24Q: 3 clusters Score -294112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -294123.593750 Penalty: 3762.047363
	Iteration 25Q: 3 clusters Score -294123.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -294139.625000 Penalty: 3762.047363
	Iteration 26Q: 3 clusters Score -294139.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -294160.593750 Penalty: 3762.047363
	Iteration 27Q: 3 clusters Score -294160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -294176.187500 Penalty: 3762.047363
	Iteration 28Q: 3 clusters Score -294176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -294190.312500 Penalty: 3762.047363
	Iteration 29Q: 3 clusters Score -294190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -294207.406250 Penalty: 3762.047363
	Iteration 30Q: 3 clusters Score -294207.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294227.375000 Penalty: 3762.047363
	Iteration 31Q: 3 clusters Score -294227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294245.906250 Penalty: 3762.047363
	Iteration 32Q: 3 clusters Score -294245.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -294271.437500 Penalty: 3762.047363
	Iteration 33Q: 3 clusters Score -294271.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -294320.875000 Penalty: 3762.047363
	Iteration 34Q: 3 clusters Score -294320.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -294362.031250 Penalty: 3762.047363
	Iteration 35Q: 3 clusters Score -294362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -294419.406250 Penalty: 3762.047363
	Iteration 36Q: 3 clusters Score -294419.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -294471.000000 Penalty: 3762.047363
	Iteration 37Q: 3 clusters Score -294471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -294537.593750 Penalty: 3762.047363
	Iteration 38Q: 3 clusters Score -294537.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -294600.562500 Penalty: 3762.047363
	Iteration 39Q: 3 clusters Score -294600.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -294630.843750 Penalty: 3762.047363
	Iteration 40F: 3 clusters Score -294630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -294668.750000 Penalty: 3762.047363
	Iteration 41Q: 3 clusters Score -294668.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -294709.250000 Penalty: 3762.047363
	Iteration 42Q: 3 clusters Score -294709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -294728.593750 Penalty: 3762.047363
	Iteration 43Q: 3 clusters Score -294728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -294740.656250 Penalty: 3762.047363
	Iteration 44Q: 3 clusters Score -294740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -294744.031250 Penalty: 3762.047363
	Iteration 45Q: 3 clusters Score -294744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -294745.593750 Penalty: 3762.047363
	Iteration 46Q: 3 clusters Score -294745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -294745.593750 Penalty: 3762.047363
	Iteration 47F: 3 clusters Score -294745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Entering Unmasked Estep 
Score: -1220715.375000 Penalty: 2223.656250
	Iteration 0F: 2 clusters Score -1220715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1214501.250000 Penalty: 4447.312500
	Iteration 0F: 3 clusters Score -1214501 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1216311.375000 Penalty: 4447.312500
	Iteration 1F: 3 clusters Score -1216311 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1216928.500000 Penalty: 4447.312500
	Iteration 2F: 3 clusters Score -1216928 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1217608.500000 Penalty: 4447.312500
	Iteration 3F: 3 clusters Score -1217608 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1218269.000000 Penalty: 4447.312500
	Iteration 4F: 3 clusters Score -1218269 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1218826.250000 Penalty: 4447.312500
	Iteration 5F: 3 clusters Score -1218826 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1219258.250000 Penalty: 4447.312500
	Iteration 6F: 3 clusters Score -1219258 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1219533.000000 Penalty: 4447.312500
	Iteration 7Q: 3 clusters Score -1219533 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1219683.750000 Penalty: 4447.312500
	Iteration 8Q: 3 clusters Score -1219684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1219790.375000 Penalty: 4447.312500
	Iteration 9Q: 3 clusters Score -1219790 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1219846.375000 Penalty: 4447.312500
	Iteration 10Q: 3 clusters Score -1219846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1219880.125000 Penalty: 4447.312500
	Iteration 11Q: 3 clusters Score -1219880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1219892.875000 Penalty: 4447.312500
	Iteration 12Q: 3 clusters Score -1219893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1219902.250000 Penalty: 4447.312500
	Iteration 13Q: 3 clusters Score -1219902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1219907.375000 Penalty: 4447.312500
	Iteration 14Q: 3 clusters Score -1219907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1219912.250000 Penalty: 4447.312500
	Iteration 15Q: 3 clusters Score -1219912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1219915.625000 Penalty: 4447.312500
	Iteration 16Q: 3 clusters Score -1219916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1219915.750000 Penalty: 4447.312500
	Iteration 17Q: 3 clusters Score -1219916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1219919.250000 Penalty: 4447.312500
	Iteration 18Q: 3 clusters Score -1219919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1219922.500000 Penalty: 4447.312500
	Iteration 19Q: 3 clusters Score -1219922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1219925.375000 Penalty: 4447.312500
	Iteration 20F: 3 clusters Score -1219925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1219921.500000 Penalty: 4447.312500
	Iteration 21Q: 3 clusters Score -1219922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1219922.375000 Penalty: 4447.312500
	Iteration 22Q: 3 clusters Score -1219922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1219924.125000 Penalty: 4447.312500
	Iteration 23Q: 3 clusters Score -1219924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1219926.250000 Penalty: 4447.312500
	Iteration 24Q: 3 clusters Score -1219926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1219930.000000 Penalty: 4447.312500
	Iteration 25Q: 3 clusters Score -1219930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1219929.500000 Penalty: 4447.312500
	Iteration 26Q: 3 clusters Score -1219930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1219929.750000 Penalty: 4447.312500
	Iteration 27Q: 3 clusters Score -1219930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1219931.000000 Penalty: 4447.312500
	Iteration 28Q: 3 clusters Score -1219931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1219928.500000 Penalty: 4447.312500
	Iteration 29Q: 3 clusters Score -1219928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1219930.125000 Penalty: 4447.312500
	Iteration 30Q: 3 clusters Score -1219930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1219931.250000 Penalty: 4447.312500
	Iteration 31Q: 3 clusters Score -1219931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1219931.250000 Penalty: 4447.312500
	Iteration 32F: 3 clusters Score -1219931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -203273.078125 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -203273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201085.062500 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -201085.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201459.203125 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -201459.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -201568.671875 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -201568.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -201640.953125 Penalty: 3572.150391
	Iteration 3Q: 3 clusters Score -201641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201684.515625 Penalty: 3572.150391
	Iteration 4Q: 3 clusters Score -201684.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -201711.531250 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -201711.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201733.484375 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -201733.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -201753.234375 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -201753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -201770.453125 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -201770.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201778.281250 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -201778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201781.781250 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -201781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -201784.921875 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -201784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201790.640625 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -201790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -201797.046875 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -201797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -201803.906250 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -201803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201805.406250 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -201805.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201805.406250 Penalty: 3572.150391
	Iteration 16F: 3 clusters Score -201805.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -806325.875000 Penalty: 2130.476074
	Iteration 0F: 2 clusters Score -806325.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -801570.250000 Penalty: 4260.952148
	Iteration 0F: 3 clusters Score -801570.2 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -802788.562500 Penalty: 4260.952148
	Iteration 1F: 3 clusters Score -802788.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -803106.937500 Penalty: 4260.952148
	Iteration 2F: 3 clusters Score -803106.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -803325.875000 Penalty: 4260.952148
	Iteration 3F: 3 clusters Score -803325.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -803535.812500 Penalty: 4260.952148
	Iteration 4F: 3 clusters Score -803535.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -803779.562500 Penalty: 4260.952148
	Iteration 5F: 3 clusters Score -803779.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -804108.500000 Penalty: 4260.952148
	Iteration 6F: 3 clusters Score -804108.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -804513.312500 Penalty: 4260.952148
	Iteration 7F: 3 clusters Score -804513.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -804916.812500 Penalty: 4260.952148
	Iteration 8F: 3 clusters Score -804916.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -805327.500000 Penalty: 4260.952148
	Iteration 9F: 3 clusters Score -805327.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -805764.500000 Penalty: 4260.952148
	Iteration 10Q: 3 clusters Score -805764.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -806122.125000 Penalty: 4260.952148
	Iteration 11Q: 3 clusters Score -806122.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -806408.625000 Penalty: 4260.952148
	Iteration 12Q: 3 clusters Score -806408.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -806609.312500 Penalty: 4260.952148
	Iteration 13Q: 3 clusters Score -806609.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -806688.375000 Penalty: 4260.952148
	Iteration 14Q: 3 clusters Score -806688.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -806721.812500 Penalty: 4260.952148
	Iteration 15Q: 3 clusters Score -806721.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -806739.062500 Penalty: 4260.952148
	Iteration 16Q: 3 clusters Score -806739.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -806744.187500 Penalty: 4260.952148
	Iteration 17Q: 3 clusters Score -806744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -806754.812500 Penalty: 4260.952148
	Iteration 18Q: 3 clusters Score -806754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -806759.937500 Penalty: 4260.952148
	Iteration 19Q: 3 clusters Score -806759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -806764.687500 Penalty: 4260.952148
	Iteration 20F: 3 clusters Score -806764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -806769.562500 Penalty: 4260.952148
	Iteration 21Q: 3 clusters Score -806769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -806772.062500 Penalty: 4260.952148
	Iteration 22Q: 3 clusters Score -806772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -806774.562500 Penalty: 4260.952148
	Iteration 23Q: 3 clusters Score -806774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -806777.250000 Penalty: 4260.952148
	Iteration 24Q: 3 clusters Score -806777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -806776.562500 Penalty: 4260.952148
	Iteration 25Q: 3 clusters Score -806776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -806776.562500 Penalty: 4260.952148
	Iteration 26F: 3 clusters Score -806776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 79274 members 
Mstep: Class 6 contains 13301 members 
Mstep: Class 7 contains 2848 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 17740 members 
Mstep: Class 10 contains 104766 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 11519 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 4923 members 
Mstep: Class 19 contains 78640 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 8562 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 88828 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 13123 members 
Mstep: Class 27 contains 2699 members 
Mstep: Class 28 contains 7591 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 6452 members 
Mstep: Class 31 contains 509 members 
Mstep: Class 32 contains 3066 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 23902 members 
Mstep: Class 35 contains 10242 members 
Mstep: Class 36 contains 6116 members 
Mstep: Class 37 contains 42810 members 
Mstep: Class 38 contains 9096 members 
Mstep: Class 39 contains 1968 members 
Mstep: Class 40 contains 7835 members 
Mstep: Class 41 contains 1342 members 
Mstep: Class 42 contains 2949 members 
Mstep: Class 43 contains 316 members 
Mstep: Class 44 contains 16517 members 
Mstep: Class 45 contains 42140 members 
Mstep: Class 46 contains 770 members 
Mstep: Class 47 contains 18606 members 
Mstep: Class 48 contains 2159 members 
Mstep: Class 49 contains 45635 members 
Mstep: Class 50 contains 3832 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 6133 members 
Mstep: Class 53 contains 2488 members 
Mstep: Class 54 contains 2918 members 
Mstep: Class 55 contains 5830 members 
Mstep: Class 56 contains 8576 members 
Mstep: Class 57 contains 4048 members 
Mstep: Class 58 contains 5411 members 
Mstep: Class 59 contains 6012 members 
Mstep: Class 60 contains 6037 members 
Mstep: Class 61 contains 325 members 
Mstep: Class 62 contains 327 members 
Mstep: Class 63 contains 3282 members 
Mstep: Class 64 contains 55790 members 
Mstep: Class 65 contains 2580 members 
Mstep: Class 66 contains 2432 members 
Entering Unmasked Estep 
Score: -151882416.000000 Penalty: 226118.828125
Splitting cluster 42 changes total score from -151883376.000000 to -151882416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -46620.128906 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -46620.13 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 150 members 
Entering Unmasked Estep 
Score: -45329.921875 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -45329.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45458.390625 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -45458.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45481.031250 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -45481.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45490.863281 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -45490.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45494.937500 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -45494.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45499.687500 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -45499.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45504.964844 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -45504.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45504.964844 Penalty: 2854.848145
	Iteration 7F: 3 clusters Score -45504.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Entering Unmasked Estep 
Score: -2284639.000000 Penalty: 2408.612061
	Iteration 0F: 2 clusters Score -2284639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2272879.000000 Penalty: 4817.224121
	Iteration 0F: 3 clusters Score -2272879 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2277069.000000 Penalty: 4817.224121
	Iteration 1F: 3 clusters Score -2277069 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2278168.750000 Penalty: 4817.224121
	Iteration 2F: 3 clusters Score -2278169 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2279415.750000 Penalty: 4817.224121
	Iteration 3F: 3 clusters Score -2279416 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2280461.750000 Penalty: 4817.224121
	Iteration 4F: 3 clusters Score -2280462 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2281222.500000 Penalty: 4817.224121
	Iteration 5F: 3 clusters Score -2281222 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2281733.500000 Penalty: 4817.224121
	Iteration 6F: 3 clusters Score -2281734 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2282043.500000 Penalty: 4817.224121
	Iteration 7Q: 3 clusters Score -2282044 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2282241.000000 Penalty: 4817.224121
	Iteration 8Q: 3 clusters Score -2282241 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2282380.500000 Penalty: 4817.224121
	Iteration 9Q: 3 clusters Score -2282380 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2282481.500000 Penalty: 4817.224121
	Iteration 10Q: 3 clusters Score -2282482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2282563.750000 Penalty: 4817.224121
	Iteration 11Q: 3 clusters Score -2282564 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2282642.000000 Penalty: 4817.224121
	Iteration 12Q: 3 clusters Score -2282642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2282693.750000 Penalty: 4817.224121
	Iteration 13Q: 3 clusters Score -2282694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2282751.500000 Penalty: 4817.224121
	Iteration 14Q: 3 clusters Score -2282752 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2282797.750000 Penalty: 4817.224121
	Iteration 15Q: 3 clusters Score -2282798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2282837.750000 Penalty: 4817.224121
	Iteration 16Q: 3 clusters Score -2282838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2282872.500000 Penalty: 4817.224121
	Iteration 17Q: 3 clusters Score -2282872 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2282888.500000 Penalty: 4817.224121
	Iteration 18Q: 3 clusters Score -2282888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2282903.750000 Penalty: 4817.224121
	Iteration 19Q: 3 clusters Score -2282904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2282922.250000 Penalty: 4817.224121
	Iteration 20F: 3 clusters Score -2282922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2282921.750000 Penalty: 4817.224121
	Iteration 21Q: 3 clusters Score -2282922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2282925.750000 Penalty: 4817.224121
	Iteration 22Q: 3 clusters Score -2282926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2282934.000000 Penalty: 4817.224121
	Iteration 23Q: 3 clusters Score -2282934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2282934.750000 Penalty: 4817.224121
	Iteration 24Q: 3 clusters Score -2282935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2282938.000000 Penalty: 4817.224121
	Iteration 25Q: 3 clusters Score -2282938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2282936.000000 Penalty: 4817.224121
	Iteration 26Q: 3 clusters Score -2282936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2282935.750000 Penalty: 4817.224121
	Iteration 27Q: 3 clusters Score -2282936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2282945.250000 Penalty: 4817.224121
	Iteration 28Q: 3 clusters Score -2282945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2282941.250000 Penalty: 4817.224121
	Iteration 29Q: 3 clusters Score -2282941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2282952.500000 Penalty: 4817.224121
	Iteration 30Q: 3 clusters Score -2282952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2282955.250000 Penalty: 4817.224121
	Iteration 31Q: 3 clusters Score -2282955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2282960.500000 Penalty: 4817.224121
	Iteration 32Q: 3 clusters Score -2282960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2282962.250000 Penalty: 4817.224121
	Iteration 33Q: 3 clusters Score -2282962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2282964.000000 Penalty: 4817.224121
	Iteration 34Q: 3 clusters Score -2282964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2282965.250000 Penalty: 4817.224121
	Iteration 35Q: 3 clusters Score -2282965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2282967.500000 Penalty: 4817.224121
	Iteration 36Q: 3 clusters Score -2282968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2282970.000000 Penalty: 4817.224121
	Iteration 37Q: 3 clusters Score -2282970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2282969.500000 Penalty: 4817.224121
	Iteration 38Q: 3 clusters Score -2282970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2282969.500000 Penalty: 4817.224121
	Iteration 39Q: 3 clusters Score -2282970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2282973.000000 Penalty: 4817.224121
	Iteration 40F: 3 clusters Score -2282973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2282974.750000 Penalty: 4817.224121
	Iteration 41Q: 3 clusters Score -2282975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2282976.250000 Penalty: 4817.224121
	Iteration 42Q: 3 clusters Score -2282976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2282979.000000 Penalty: 4817.224121
	Iteration 43Q: 3 clusters Score -2282979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2282974.000000 Penalty: 4817.224121
	Iteration 44Q: 3 clusters Score -2282974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2282976.750000 Penalty: 4817.224121
	Iteration 45Q: 3 clusters Score -2282977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2282979.250000 Penalty: 4817.224121
	Iteration 46Q: 3 clusters Score -2282979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2282980.000000 Penalty: 4817.224121
	Iteration 47Q: 3 clusters Score -2282980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2282982.750000 Penalty: 4817.224121
	Iteration 48Q: 3 clusters Score -2282983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2282984.000000 Penalty: 4817.224121
	Iteration 49Q: 3 clusters Score -2282984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2282987.500000 Penalty: 4817.224121
	Iteration 50Q: 3 clusters Score -2282988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2282986.000000 Penalty: 4817.224121
	Iteration 51Q: 3 clusters Score -2282986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2282984.500000 Penalty: 4817.224121
	Iteration 52Q: 3 clusters Score -2282984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2282987.750000 Penalty: 4817.224121
	Iteration 53Q: 3 clusters Score -2282988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2282989.500000 Penalty: 4817.224121
	Iteration 54Q: 3 clusters Score -2282990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2282997.500000 Penalty: 4817.224121
	Iteration 55Q: 3 clusters Score -2282998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2282995.250000 Penalty: 4817.224121
	Iteration 56Q: 3 clusters Score -2282995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2282994.750000 Penalty: 4817.224121
	Iteration 57Q: 3 clusters Score -2282995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2282991.750000 Penalty: 4817.224121
	Iteration 58Q: 3 clusters Score -2282992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2282991.000000 Penalty: 4817.224121
	Iteration 59Q: 3 clusters Score -2282991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2282995.500000 Penalty: 4817.224121
	Iteration 60F: 3 clusters Score -2282996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2282996.750000 Penalty: 4817.224121
	Iteration 61Q: 3 clusters Score -2282997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2282996.500000 Penalty: 4817.224121
	Iteration 62Q: 3 clusters Score -2282996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2282997.500000 Penalty: 4817.224121
	Iteration 63Q: 3 clusters Score -2282998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2283000.750000 Penalty: 4817.224121
	Iteration 64Q: 3 clusters Score -2283001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2282997.500000 Penalty: 4817.224121
	Iteration 65Q: 3 clusters Score -2282998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2282998.500000 Penalty: 4817.224121
	Iteration 66Q: 3 clusters Score -2282998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2282994.500000 Penalty: 4817.224121
	Iteration 67Q: 3 clusters Score -2282994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2282995.250000 Penalty: 4817.224121
	Iteration 68Q: 3 clusters Score -2282995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2282997.000000 Penalty: 4817.224121
	Iteration 69Q: 3 clusters Score -2282997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2282996.750000 Penalty: 4817.224121
	Iteration 70Q: 3 clusters Score -2282997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2282997.250000 Penalty: 4817.224121
	Iteration 71Q: 3 clusters Score -2282997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2282999.500000 Penalty: 4817.224121
	Iteration 72Q: 3 clusters Score -2283000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2283004.750000 Penalty: 4817.224121
	Iteration 73Q: 3 clusters Score -2283005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2283007.500000 Penalty: 4817.224121
	Iteration 74Q: 3 clusters Score -2283008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2283006.000000 Penalty: 4817.224121
	Iteration 75Q: 3 clusters Score -2283006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2283010.000000 Penalty: 4817.224121
	Iteration 76Q: 3 clusters Score -2283010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2283009.000000 Penalty: 4817.224121
	Iteration 77Q: 3 clusters Score -2283009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2283008.750000 Penalty: 4817.224121
	Iteration 78Q: 3 clusters Score -2283009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2283013.250000 Penalty: 4817.224121
	Iteration 79Q: 3 clusters Score -2283013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2283013.000000 Penalty: 4817.224121
	Iteration 80F: 3 clusters Score -2283013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2283007.000000 Penalty: 4817.224121
	Iteration 81Q: 3 clusters Score -2283007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2283006.500000 Penalty: 4817.224121
	Iteration 82Q: 3 clusters Score -2283006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2283009.500000 Penalty: 4817.224121
	Iteration 83Q: 3 clusters Score -2283010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2283012.750000 Penalty: 4817.224121
	Iteration 84Q: 3 clusters Score -2283013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2283010.750000 Penalty: 4817.224121
	Iteration 85Q: 3 clusters Score -2283011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2283011.000000 Penalty: 4817.224121
	Iteration 86Q: 3 clusters Score -2283011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2283010.750000 Penalty: 4817.224121
	Iteration 87Q: 3 clusters Score -2283011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2283010.750000 Penalty: 4817.224121
	Iteration 88F: 3 clusters Score -2283011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (42140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Entering Unmasked Estep 
Score: -6310865.500000 Penalty: 2640.890625
	Iteration 0F: 2 clusters Score -6310866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6282519.500000 Penalty: 5281.781250
	Iteration 0F: 3 clusters Score -6282520 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -6293816.500000 Penalty: 5281.781250
	Iteration 1F: 3 clusters Score -6293816 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -6295040.000000 Penalty: 5281.781250
	Iteration 2F: 3 clusters Score -6295040 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -6296494.000000 Penalty: 5281.781250
	Iteration 3F: 3 clusters Score -6296494 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6298034.000000 Penalty: 5281.781250
	Iteration 4F: 3 clusters Score -6298034 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6299472.000000 Penalty: 5281.781250
	Iteration 5F: 3 clusters Score -6299472 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -6300667.500000 Penalty: 5281.781250
	Iteration 6F: 3 clusters Score -6300668 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -6301655.500000 Penalty: 5281.781250
	Iteration 7Q: 3 clusters Score -6301656 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -6302451.500000 Penalty: 5281.781250
	Iteration 8Q: 3 clusters Score -6302452 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6303090.000000 Penalty: 5281.781250
	Iteration 9Q: 3 clusters Score -6303090 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -6303581.000000 Penalty: 5281.781250
	Iteration 10Q: 3 clusters Score -6303581 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6303938.500000 Penalty: 5281.781250
	Iteration 11Q: 3 clusters Score -6303938 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -6304170.000000 Penalty: 5281.781250
	Iteration 12Q: 3 clusters Score -6304170 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -6304305.500000 Penalty: 5281.781250
	Iteration 13Q: 3 clusters Score -6304306 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -6304383.500000 Penalty: 5281.781250
	Iteration 14Q: 3 clusters Score -6304384 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -6304443.000000 Penalty: 5281.781250
	Iteration 15Q: 3 clusters Score -6304443 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -6304458.500000 Penalty: 5281.781250
	Iteration 16Q: 3 clusters Score -6304458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -6304476.000000 Penalty: 5281.781250
	Iteration 17Q: 3 clusters Score -6304476 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -6304508.500000 Penalty: 5281.781250
	Iteration 18Q: 3 clusters Score -6304508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -6304497.000000 Penalty: 5281.781250
	Iteration 19Q: 3 clusters Score -6304497 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6304517.500000 Penalty: 5281.781250
	Iteration 20F: 3 clusters Score -6304518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6304546.000000 Penalty: 5281.781250
	Iteration 21Q: 3 clusters Score -6304546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6304557.000000 Penalty: 5281.781250
	Iteration 22Q: 3 clusters Score -6304557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -6304564.500000 Penalty: 5281.781250
	Iteration 23Q: 3 clusters Score -6304564 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -6304581.000000 Penalty: 5281.781250
	Iteration 24Q: 3 clusters Score -6304581 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6304599.500000 Penalty: 5281.781250
	Iteration 25Q: 3 clusters Score -6304600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -6304598.000000 Penalty: 5281.781250
	Iteration 26Q: 3 clusters Score -6304598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6304611.500000 Penalty: 5281.781250
	Iteration 27Q: 3 clusters Score -6304612 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -6304617.000000 Penalty: 5281.781250
	Iteration 28Q: 3 clusters Score -6304617 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6304642.000000 Penalty: 5281.781250
	Iteration 29Q: 3 clusters Score -6304642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6304661.000000 Penalty: 5281.781250
	Iteration 30Q: 3 clusters Score -6304661 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6304680.500000 Penalty: 5281.781250
	Iteration 31Q: 3 clusters Score -6304680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6304715.000000 Penalty: 5281.781250
	Iteration 32Q: 3 clusters Score -6304715 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -6304744.500000 Penalty: 5281.781250
	Iteration 33Q: 3 clusters Score -6304744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -6304751.000000 Penalty: 5281.781250
	Iteration 34Q: 3 clusters Score -6304751 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6304769.500000 Penalty: 5281.781250
	Iteration 35Q: 3 clusters Score -6304770 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -6304753.000000 Penalty: 5281.781250
	Iteration 36Q: 3 clusters Score -6304753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6304762.000000 Penalty: 5281.781250
	Iteration 37Q: 3 clusters Score -6304762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6304790.000000 Penalty: 5281.781250
	Iteration 38Q: 3 clusters Score -6304790 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6304810.500000 Penalty: 5281.781250
	Iteration 39Q: 3 clusters Score -6304810 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6304834.500000 Penalty: 5281.781250
	Iteration 40F: 3 clusters Score -6304834 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6304870.000000 Penalty: 5281.781250
	Iteration 41Q: 3 clusters Score -6304870 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -6304855.500000 Penalty: 5281.781250
	Iteration 42Q: 3 clusters Score -6304856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -6304887.500000 Penalty: 5281.781250
	Iteration 43Q: 3 clusters Score -6304888 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -6304904.500000 Penalty: 5281.781250
	Iteration 44Q: 3 clusters Score -6304904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -6304929.500000 Penalty: 5281.781250
	Iteration 45Q: 3 clusters Score -6304930 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -6304939.500000 Penalty: 5281.781250
	Iteration 46Q: 3 clusters Score -6304940 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -6304989.000000 Penalty: 5281.781250
	Iteration 47Q: 3 clusters Score -6304989 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -6305007.000000 Penalty: 5281.781250
	Iteration 48Q: 3 clusters Score -6305007 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6305074.500000 Penalty: 5281.781250
	Iteration 49Q: 3 clusters Score -6305074 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6305161.000000 Penalty: 5281.781250
	Iteration 50Q: 3 clusters Score -6305161 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6305220.500000 Penalty: 5281.781250
	Iteration 51Q: 3 clusters Score -6305220 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6305264.500000 Penalty: 5281.781250
	Iteration 52Q: 3 clusters Score -6305264 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6305351.500000 Penalty: 5281.781250
	Iteration 53Q: 3 clusters Score -6305352 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -6305416.500000 Penalty: 5281.781250
	Iteration 54Q: 3 clusters Score -6305416 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6305518.500000 Penalty: 5281.781250
	Iteration 55Q: 3 clusters Score -6305518 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6305621.000000 Penalty: 5281.781250
	Iteration 56Q: 3 clusters Score -6305621 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -6305710.000000 Penalty: 5281.781250
	Iteration 57Q: 3 clusters Score -6305710 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -6305835.500000 Penalty: 5281.781250
	Iteration 58Q: 3 clusters Score -6305836 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6305951.500000 Penalty: 5281.781250
	Iteration 59Q: 3 clusters Score -6305952 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6306035.000000 Penalty: 5281.781250
	Iteration 60F: 3 clusters Score -6306035 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -6306175.000000 Penalty: 5281.781250
	Iteration 61Q: 3 clusters Score -6306175 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -6306307.500000 Penalty: 5281.781250
	Iteration 62Q: 3 clusters Score -6306308 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -6306413.000000 Penalty: 5281.781250
	Iteration 63Q: 3 clusters Score -6306413 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6306536.000000 Penalty: 5281.781250
	Iteration 64Q: 3 clusters Score -6306536 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -6306681.000000 Penalty: 5281.781250
	Iteration 65Q: 3 clusters Score -6306681 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6306834.000000 Penalty: 5281.781250
	Iteration 66Q: 3 clusters Score -6306834 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -6307023.500000 Penalty: 5281.781250
	Iteration 67Q: 3 clusters Score -6307024 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -6307195.500000 Penalty: 5281.781250
	Iteration 68Q: 3 clusters Score -6307196 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -6307418.000000 Penalty: 5281.781250
	Iteration 69Q: 3 clusters Score -6307418 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -6307641.500000 Penalty: 5281.781250
	Iteration 70Q: 3 clusters Score -6307642 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -6307824.500000 Penalty: 5281.781250
	Iteration 71Q: 3 clusters Score -6307824 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -6308071.500000 Penalty: 5281.781250
	Iteration 72Q: 3 clusters Score -6308072 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -6308305.000000 Penalty: 5281.781250
	Iteration 73Q: 3 clusters Score -6308305 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -6308561.000000 Penalty: 5281.781250
	Iteration 74Q: 3 clusters Score -6308561 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -6308803.500000 Penalty: 5281.781250
	Iteration 75Q: 3 clusters Score -6308804 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -6308976.000000 Penalty: 5281.781250
	Iteration 76Q: 3 clusters Score -6308976 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -6309109.500000 Penalty: 5281.781250
	Iteration 77Q: 3 clusters Score -6309110 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6309245.000000 Penalty: 5281.781250
	Iteration 78Q: 3 clusters Score -6309245 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -6309339.500000 Penalty: 5281.781250
	Iteration 79Q: 3 clusters Score -6309340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -6309393.500000 Penalty: 5281.781250
	Iteration 80F: 3 clusters Score -6309394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -6309426.000000 Penalty: 5281.781250
	Iteration 81Q: 3 clusters Score -6309426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -6309451.500000 Penalty: 5281.781250
	Iteration 82Q: 3 clusters Score -6309452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -6309473.500000 Penalty: 5281.781250
	Iteration 83Q: 3 clusters Score -6309474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -6309503.000000 Penalty: 5281.781250
	Iteration 84Q: 3 clusters Score -6309503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -6309506.500000 Penalty: 5281.781250
	Iteration 85Q: 3 clusters Score -6309506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -6309517.500000 Penalty: 5281.781250
	Iteration 86Q: 3 clusters Score -6309518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6309533.000000 Penalty: 5281.781250
	Iteration 87Q: 3 clusters Score -6309533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -6309533.000000 Penalty: 5281.781250
	Iteration 88Q: 3 clusters Score -6309533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6309556.000000 Penalty: 5281.781250
	Iteration 89Q: 3 clusters Score -6309556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -6309571.500000 Penalty: 5281.781250
	Iteration 90Q: 3 clusters Score -6309572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -6309572.000000 Penalty: 5281.781250
	Iteration 91Q: 3 clusters Score -6309572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -6309580.000000 Penalty: 5281.781250
	Iteration 92Q: 3 clusters Score -6309580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -6309589.500000 Penalty: 5281.781250
	Iteration 93Q: 3 clusters Score -6309590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -6309593.500000 Penalty: 5281.781250
	Iteration 94Q: 3 clusters Score -6309594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -6309586.000000 Penalty: 5281.781250
	Iteration 95Q: 3 clusters Score -6309586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -6309614.000000 Penalty: 5281.781250
	Iteration 96Q: 3 clusters Score -6309614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -6309607.500000 Penalty: 5281.781250
	Iteration 97Q: 3 clusters Score -6309608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -6309633.000000 Penalty: 5281.781250
	Iteration 98Q: 3 clusters Score -6309633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -6309635.500000 Penalty: 5281.781250
	Iteration 99Q: 3 clusters Score -6309636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -6309633.500000 Penalty: 5281.781250
	Iteration 100F: 3 clusters Score -6309634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -6309643.000000 Penalty: 5281.781250
	Iteration 101Q: 3 clusters Score -6309643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -6309642.500000 Penalty: 5281.781250
	Iteration 102Q: 3 clusters Score -6309642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -6309648.000000 Penalty: 5281.781250
	Iteration 103Q: 3 clusters Score -6309648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6309650.000000 Penalty: 5281.781250
	Iteration 104Q: 3 clusters Score -6309650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6309650.000000 Penalty: 5281.781250
	Iteration 105F: 3 clusters Score -6309650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -112159.671875 Penalty: 1648.304810
	Iteration 0F: 2 clusters Score -112159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110442.718750 Penalty: 3296.609619
	Iteration 0F: 3 clusters Score -110442.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110696.640625 Penalty: 3296.609619
	Iteration 1F: 3 clusters Score -110696.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -110781.101562 Penalty: 3296.609619
	Iteration 2F: 3 clusters Score -110781.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110852.750000 Penalty: 3296.609619
	Iteration 3Q: 3 clusters Score -110852.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110952.796875 Penalty: 3296.609619
	Iteration 4Q: 3 clusters Score -110952.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111151.507812 Penalty: 3296.609619
	Iteration 5Q: 3 clusters Score -111151.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111234.859375 Penalty: 3296.609619
	Iteration 6Q: 3 clusters Score -111234.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111283.875000 Penalty: 3296.609619
	Iteration 7Q: 3 clusters Score -111283.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111319.992188 Penalty: 3296.609619
	Iteration 8Q: 3 clusters Score -111320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111357.875000 Penalty: 3296.609619
	Iteration 9Q: 3 clusters Score -111357.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111403.273438 Penalty: 3296.609619
	Iteration 10Q: 3 clusters Score -111403.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111439.078125 Penalty: 3296.609619
	Iteration 11Q: 3 clusters Score -111439.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111495.585938 Penalty: 3296.609619
	Iteration 12Q: 3 clusters Score -111495.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -111551.351562 Penalty: 3296.609619
	Iteration 13Q: 3 clusters Score -111551.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111586.328125 Penalty: 3296.609619
	Iteration 14Q: 3 clusters Score -111586.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111627.242188 Penalty: 3296.609619
	Iteration 15Q: 3 clusters Score -111627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111656.257812 Penalty: 3296.609619
	Iteration 16Q: 3 clusters Score -111656.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111678.898438 Penalty: 3296.609619
	Iteration 17Q: 3 clusters Score -111678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -111685.921875 Penalty: 3296.609619
	Iteration 18Q: 3 clusters Score -111685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111688.101562 Penalty: 3296.609619
	Iteration 19Q: 3 clusters Score -111688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111693.851562 Penalty: 3296.609619
	Iteration 20F: 3 clusters Score -111693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111697.914062 Penalty: 3296.609619
	Iteration 21Q: 3 clusters Score -111697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111706.289062 Penalty: 3296.609619
	Iteration 22Q: 3 clusters Score -111706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111711.281250 Penalty: 3296.609619
	Iteration 23Q: 3 clusters Score -111711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111711.281250 Penalty: 3296.609619
	Iteration 24F: 3 clusters Score -111711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (18606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Entering Unmasked Estep 
Score: -2797417.000000 Penalty: 2438.147461
	Iteration 0F: 2 clusters Score -2797417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2784225.250000 Penalty: 4876.294922
	Iteration 0F: 3 clusters Score -2784225 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2788922.000000 Penalty: 4876.294922
	Iteration 1F: 3 clusters Score -2788922 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2789588.250000 Penalty: 4876.294922
	Iteration 2F: 3 clusters Score -2789588 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2790102.000000 Penalty: 4876.294922
	Iteration 3F: 3 clusters Score -2790102 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2790538.250000 Penalty: 4876.294922
	Iteration 4F: 3 clusters Score -2790538 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2790901.500000 Penalty: 4876.294922
	Iteration 5Q: 3 clusters Score -2790902 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2791236.000000 Penalty: 4876.294922
	Iteration 6Q: 3 clusters Score -2791236 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2791540.500000 Penalty: 4876.294922
	Iteration 7Q: 3 clusters Score -2791540 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2791854.750000 Penalty: 4876.294922
	Iteration 8Q: 3 clusters Score -2791855 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2792184.000000 Penalty: 4876.294922
	Iteration 9Q: 3 clusters Score -2792184 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2792530.750000 Penalty: 4876.294922
	Iteration 10Q: 3 clusters Score -2792531 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2792930.500000 Penalty: 4876.294922
	Iteration 11Q: 3 clusters Score -2792930 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2793284.250000 Penalty: 4876.294922
	Iteration 12Q: 3 clusters Score -2793284 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2793572.500000 Penalty: 4876.294922
	Iteration 13Q: 3 clusters Score -2793572 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2793827.000000 Penalty: 4876.294922
	Iteration 14Q: 3 clusters Score -2793827 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2794072.500000 Penalty: 4876.294922
	Iteration 15Q: 3 clusters Score -2794072 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2794308.000000 Penalty: 4876.294922
	Iteration 16Q: 3 clusters Score -2794308 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2794553.500000 Penalty: 4876.294922
	Iteration 17Q: 3 clusters Score -2794554 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2794757.750000 Penalty: 4876.294922
	Iteration 18Q: 3 clusters Score -2794758 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2794922.750000 Penalty: 4876.294922
	Iteration 19Q: 3 clusters Score -2794923 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2795090.250000 Penalty: 4876.294922
	Iteration 20F: 3 clusters Score -2795090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2795249.750000 Penalty: 4876.294922
	Iteration 21Q: 3 clusters Score -2795250 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2795432.250000 Penalty: 4876.294922
	Iteration 22Q: 3 clusters Score -2795432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2795644.250000 Penalty: 4876.294922
	Iteration 23Q: 3 clusters Score -2795644 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2795872.750000 Penalty: 4876.294922
	Iteration 24Q: 3 clusters Score -2795873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2795965.250000 Penalty: 4876.294922
	Iteration 25Q: 3 clusters Score -2795965 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2796004.250000 Penalty: 4876.294922
	Iteration 26Q: 3 clusters Score -2796004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2796029.500000 Penalty: 4876.294922
	Iteration 27Q: 3 clusters Score -2796030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2796042.000000 Penalty: 4876.294922
	Iteration 28Q: 3 clusters Score -2796042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2796055.250000 Penalty: 4876.294922
	Iteration 29Q: 3 clusters Score -2796055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2796071.500000 Penalty: 4876.294922
	Iteration 30Q: 3 clusters Score -2796072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2796077.250000 Penalty: 4876.294922
	Iteration 31Q: 3 clusters Score -2796077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2796084.500000 Penalty: 4876.294922
	Iteration 32Q: 3 clusters Score -2796084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2796079.250000 Penalty: 4876.294922
	Iteration 33Q: 3 clusters Score -2796079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2796087.250000 Penalty: 4876.294922
	Iteration 34Q: 3 clusters Score -2796087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2796093.750000 Penalty: 4876.294922
	Iteration 35Q: 3 clusters Score -2796094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2796094.250000 Penalty: 4876.294922
	Iteration 36Q: 3 clusters Score -2796094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2796096.500000 Penalty: 4876.294922
	Iteration 37Q: 3 clusters Score -2796096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2796097.750000 Penalty: 4876.294922
	Iteration 38Q: 3 clusters Score -2796098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2796099.000000 Penalty: 4876.294922
	Iteration 39Q: 3 clusters Score -2796099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2796099.000000 Penalty: 4876.294922
	Iteration 40F: 3 clusters Score -2796099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -318573.718750 Penalty: 1903.995361
	Iteration 0F: 2 clusters Score -318573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -315827.687500 Penalty: 3807.990723
	Iteration 0F: 3 clusters Score -315827.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -316312.156250 Penalty: 3807.990723
	Iteration 1F: 3 clusters Score -316312.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -316452.093750 Penalty: 3807.990723
	Iteration 2F: 3 clusters Score -316452.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -316556.781250 Penalty: 3807.990723
	Iteration 3Q: 3 clusters Score -316556.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -316658.875000 Penalty: 3807.990723
	Iteration 4Q: 3 clusters Score -316658.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -316732.625000 Penalty: 3807.990723
	Iteration 5Q: 3 clusters Score -316732.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -316783.093750 Penalty: 3807.990723
	Iteration 6Q: 3 clusters Score -316783.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316815.500000 Penalty: 3807.990723
	Iteration 7Q: 3 clusters Score -316815.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -316851.312500 Penalty: 3807.990723
	Iteration 8Q: 3 clusters Score -316851.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -316880.531250 Penalty: 3807.990723
	Iteration 9Q: 3 clusters Score -316880.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -316905.562500 Penalty: 3807.990723
	Iteration 10Q: 3 clusters Score -316905.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -316920.562500 Penalty: 3807.990723
	Iteration 11Q: 3 clusters Score -316920.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -316942.906250 Penalty: 3807.990723
	Iteration 12Q: 3 clusters Score -316942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -316962.000000 Penalty: 3807.990723
	Iteration 13Q: 3 clusters Score -316962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -316974.093750 Penalty: 3807.990723
	Iteration 14Q: 3 clusters Score -316974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -316983.500000 Penalty: 3807.990723
	Iteration 15Q: 3 clusters Score -316983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -316988.218750 Penalty: 3807.990723
	Iteration 16Q: 3 clusters Score -316988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -316998.125000 Penalty: 3807.990723
	Iteration 17Q: 3 clusters Score -316998.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -317008.156250 Penalty: 3807.990723
	Iteration 18Q: 3 clusters Score -317008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -317012.437500 Penalty: 3807.990723
	Iteration 19Q: 3 clusters Score -317012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -317014.718750 Penalty: 3807.990723
	Iteration 20F: 3 clusters Score -317014.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -317020.656250 Penalty: 3807.990723
	Iteration 21Q: 3 clusters Score -317020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -317024.281250 Penalty: 3807.990723
	Iteration 22Q: 3 clusters Score -317024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -317029.062500 Penalty: 3807.990723
	Iteration 23Q: 3 clusters Score -317029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -317035.625000 Penalty: 3807.990723
	Iteration 24Q: 3 clusters Score -317035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -317041.406250 Penalty: 3807.990723
	Iteration 25Q: 3 clusters Score -317041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -317043.437500 Penalty: 3807.990723
	Iteration 26Q: 3 clusters Score -317043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -317045.406250 Penalty: 3807.990723
	Iteration 27Q: 3 clusters Score -317045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -317046.312500 Penalty: 3807.990723
	Iteration 28Q: 3 clusters Score -317046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -317046.312500 Penalty: 3807.990723
	Iteration 29F: 3 clusters Score -317046.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (45635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Entering Unmasked Estep 
Score: -7178439.500000 Penalty: 2660.650635
	Iteration 0F: 2 clusters Score -7178440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -7147631.500000 Penalty: 5321.301270
	Iteration 0F: 3 clusters Score -7147632 nChanged 20930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7159162.000000 Penalty: 5321.301270
	Iteration 1F: 3 clusters Score -7159162 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -7159839.000000 Penalty: 5321.301270
	Iteration 2Q: 3 clusters Score -7159839 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -7160532.000000 Penalty: 5321.301270
	Iteration 3Q: 3 clusters Score -7160532 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -7161413.500000 Penalty: 5321.301270
	Iteration 4Q: 3 clusters Score -7161414 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7162562.500000 Penalty: 5321.301270
	Iteration 5F: 3 clusters Score -7162562 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7164122.000000 Penalty: 5321.301270
	Iteration 6F: 3 clusters Score -7164122 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7166334.000000 Penalty: 5321.301270
	Iteration 7F: 3 clusters Score -7166334 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -7168840.500000 Penalty: 5321.301270
	Iteration 8F: 3 clusters Score -7168840 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7171316.000000 Penalty: 5321.301270
	Iteration 9F: 3 clusters Score -7171316 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7173393.500000 Penalty: 5321.301270
	Iteration 10F: 3 clusters Score -7173394 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -7174730.000000 Penalty: 5321.301270
	Iteration 11Q: 3 clusters Score -7174730 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -7175512.500000 Penalty: 5321.301270
	Iteration 12Q: 3 clusters Score -7175512 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -7175938.000000 Penalty: 5321.301270
	Iteration 13Q: 3 clusters Score -7175938 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -7176179.000000 Penalty: 5321.301270
	Iteration 14Q: 3 clusters Score -7176179 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -7176304.000000 Penalty: 5321.301270
	Iteration 15Q: 3 clusters Score -7176304 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -7176373.500000 Penalty: 5321.301270
	Iteration 16Q: 3 clusters Score -7176374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -7176413.500000 Penalty: 5321.301270
	Iteration 17Q: 3 clusters Score -7176414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -7176447.000000 Penalty: 5321.301270
	Iteration 18Q: 3 clusters Score -7176447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -7176464.000000 Penalty: 5321.301270
	Iteration 19Q: 3 clusters Score -7176464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -7176483.500000 Penalty: 5321.301270
	Iteration 20F: 3 clusters Score -7176484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -7176487.500000 Penalty: 5321.301270
	Iteration 21Q: 3 clusters Score -7176488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -7176497.500000 Penalty: 5321.301270
	Iteration 22Q: 3 clusters Score -7176498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -7176509.000000 Penalty: 5321.301270
	Iteration 23Q: 3 clusters Score -7176509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -7176509.500000 Penalty: 5321.301270
	Iteration 24Q: 3 clusters Score -7176510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -7176510.500000 Penalty: 5321.301270
	Iteration 25Q: 3 clusters Score -7176510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -7176510.000000 Penalty: 5321.301270
	Iteration 26Q: 3 clusters Score -7176510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -7176515.000000 Penalty: 5321.301270
	Iteration 27Q: 3 clusters Score -7176515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -7176513.000000 Penalty: 5321.301270
	Iteration 28Q: 3 clusters Score -7176513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -7176513.000000 Penalty: 5321.301270
	Iteration 29Q: 3 clusters Score -7176513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -7176519.000000 Penalty: 5321.301270
	Iteration 30Q: 3 clusters Score -7176519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -7176517.500000 Penalty: 5321.301270
	Iteration 31Q: 3 clusters Score -7176518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -7176516.000000 Penalty: 5321.301270
	Iteration 32Q: 3 clusters Score -7176516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -7176524.500000 Penalty: 5321.301270
	Iteration 33Q: 3 clusters Score -7176524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -7176524.500000 Penalty: 5321.301270
	Iteration 34Q: 3 clusters Score -7176524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -7176524.500000 Penalty: 5321.301270
	Iteration 35F: 3 clusters Score -7176524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -604574.250000 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -604574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -600761.437500 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -600761.4 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -601582.375000 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -601582.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -601758.500000 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -601758.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -601882.937500 Penalty: 4092.566650
	Iteration 3Q: 3 clusters Score -601882.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -602031.000000 Penalty: 4092.566650
	Iteration 4Q: 3 clusters Score -602031 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -602206.750000 Penalty: 4092.566650
	Iteration 5Q: 3 clusters Score -602206.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -602395.500000 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -602395.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -602537.875000 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -602537.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -602672.812500 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -602672.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -602800.062500 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -602800.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -602931.875000 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -602931.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -603062.625000 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -603062.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -603163.625000 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -603163.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -603244.000000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -603244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -603292.875000 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -603292.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -603338.562500 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -603338.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -603368.562500 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -603368.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -603381.500000 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -603381.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -603390.375000 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -603390.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -603402.375000 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -603402.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -603410.500000 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -603410.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -603414.875000 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -603414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -603417.812500 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -603417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -603420.937500 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -603420.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -603424.062500 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -603424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -603424.500000 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -603424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -603424.500000 Penalty: 4092.566650
	Iteration 26F: 3 clusters Score -603424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -443041.250000 Penalty: 1975.799438
	Iteration 0F: 2 clusters Score -443041.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -439870.156250 Penalty: 3951.598877
	Iteration 0F: 3 clusters Score -439870.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -440677.843750 Penalty: 3951.598877
	Iteration 1F: 3 clusters Score -440677.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -440988.687500 Penalty: 3951.598877
	Iteration 2F: 3 clusters Score -440988.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -441249.906250 Penalty: 3951.598877
	Iteration 3F: 3 clusters Score -441249.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -441556.656250 Penalty: 3951.598877
	Iteration 4F: 3 clusters Score -441556.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -441882.750000 Penalty: 3951.598877
	Iteration 5F: 3 clusters Score -441882.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -442166.968750 Penalty: 3951.598877
	Iteration 6F: 3 clusters Score -442167 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -442379.125000 Penalty: 3951.598877
	Iteration 7Q: 3 clusters Score -442379.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -442530.562500 Penalty: 3951.598877
	Iteration 8Q: 3 clusters Score -442530.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -442627.781250 Penalty: 3951.598877
	Iteration 9Q: 3 clusters Score -442627.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -442714.718750 Penalty: 3951.598877
	Iteration 10Q: 3 clusters Score -442714.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -442773.750000 Penalty: 3951.598877
	Iteration 11Q: 3 clusters Score -442773.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -442828.812500 Penalty: 3951.598877
	Iteration 12Q: 3 clusters Score -442828.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -442869.156250 Penalty: 3951.598877
	Iteration 13Q: 3 clusters Score -442869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -442888.562500 Penalty: 3951.598877
	Iteration 14Q: 3 clusters Score -442888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -442891.156250 Penalty: 3951.598877
	Iteration 15Q: 3 clusters Score -442891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -442893.093750 Penalty: 3951.598877
	Iteration 16Q: 3 clusters Score -442893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -442898.218750 Penalty: 3951.598877
	Iteration 17Q: 3 clusters Score -442898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -442902.750000 Penalty: 3951.598877
	Iteration 18Q: 3 clusters Score -442902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -442905.000000 Penalty: 3951.598877
	Iteration 19Q: 3 clusters Score -442905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -442907.406250 Penalty: 3951.598877
	Iteration 20F: 3 clusters Score -442907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -442912.906250 Penalty: 3951.598877
	Iteration 21Q: 3 clusters Score -442912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -442921.531250 Penalty: 3951.598877
	Iteration 22Q: 3 clusters Score -442921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -442928.218750 Penalty: 3951.598877
	Iteration 23Q: 3 clusters Score -442928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -442932.812500 Penalty: 3951.598877
	Iteration 24Q: 3 clusters Score -442932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -442943.343750 Penalty: 3951.598877
	Iteration 25Q: 3 clusters Score -442943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -442953.468750 Penalty: 3951.598877
	Iteration 26Q: 3 clusters Score -442953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -442957.906250 Penalty: 3951.598877
	Iteration 27Q: 3 clusters Score -442957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -442962.125000 Penalty: 3951.598877
	Iteration 28Q: 3 clusters Score -442962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -442962.625000 Penalty: 3951.598877
	Iteration 29Q: 3 clusters Score -442962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -442965.656250 Penalty: 3951.598877
	Iteration 30Q: 3 clusters Score -442965.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -442965.656250 Penalty: 3951.598877
	Iteration 31F: 3 clusters Score -442965.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -958131.250000 Penalty: 2162.916992
	Iteration 0F: 2 clusters Score -958131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -952852.125000 Penalty: 4325.833984
	Iteration 0F: 3 clusters Score -952852.1 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -954447.312500 Penalty: 4325.833984
	Iteration 1F: 3 clusters Score -954447.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -954979.125000 Penalty: 4325.833984
	Iteration 2F: 3 clusters Score -954979.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -955388.312500 Penalty: 4325.833984
	Iteration 3F: 3 clusters Score -955388.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -955680.437500 Penalty: 4325.833984
	Iteration 4F: 3 clusters Score -955680.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -955907.625000 Penalty: 4325.833984
	Iteration 5Q: 3 clusters Score -955907.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -956037.187500 Penalty: 4325.833984
	Iteration 6Q: 3 clusters Score -956037.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -956129.312500 Penalty: 4325.833984
	Iteration 7Q: 3 clusters Score -956129.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -956209.187500 Penalty: 4325.833984
	Iteration 8Q: 3 clusters Score -956209.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -956271.000000 Penalty: 4325.833984
	Iteration 9Q: 3 clusters Score -956271 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -956321.000000 Penalty: 4325.833984
	Iteration 10Q: 3 clusters Score -956321 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -956366.312500 Penalty: 4325.833984
	Iteration 11Q: 3 clusters Score -956366.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -956408.562500 Penalty: 4325.833984
	Iteration 12Q: 3 clusters Score -956408.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -956453.000000 Penalty: 4325.833984
	Iteration 13Q: 3 clusters Score -956453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -956502.500000 Penalty: 4325.833984
	Iteration 14Q: 3 clusters Score -956502.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -956557.125000 Penalty: 4325.833984
	Iteration 15Q: 3 clusters Score -956557.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -956624.000000 Penalty: 4325.833984
	Iteration 16Q: 3 clusters Score -956624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -956693.937500 Penalty: 4325.833984
	Iteration 17Q: 3 clusters Score -956693.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -956778.500000 Penalty: 4325.833984
	Iteration 18Q: 3 clusters Score -956778.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -956854.750000 Penalty: 4325.833984
	Iteration 19Q: 3 clusters Score -956854.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -956943.187500 Penalty: 4325.833984
	Iteration 20F: 3 clusters Score -956943.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -957038.375000 Penalty: 4325.833984
	Iteration 21Q: 3 clusters Score -957038.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -957142.375000 Penalty: 4325.833984
	Iteration 22Q: 3 clusters Score -957142.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -957230.500000 Penalty: 4325.833984
	Iteration 23Q: 3 clusters Score -957230.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -957307.312500 Penalty: 4325.833984
	Iteration 24Q: 3 clusters Score -957307.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -957363.750000 Penalty: 4325.833984
	Iteration 25Q: 3 clusters Score -957363.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -957409.062500 Penalty: 4325.833984
	Iteration 26Q: 3 clusters Score -957409.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -957456.500000 Penalty: 4325.833984
	Iteration 27Q: 3 clusters Score -957456.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -957499.062500 Penalty: 4325.833984
	Iteration 28Q: 3 clusters Score -957499.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -957526.437500 Penalty: 4325.833984
	Iteration 29Q: 3 clusters Score -957526.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -957543.937500 Penalty: 4325.833984
	Iteration 30Q: 3 clusters Score -957543.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -957564.000000 Penalty: 4325.833984
	Iteration 31Q: 3 clusters Score -957564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -957579.562500 Penalty: 4325.833984
	Iteration 32Q: 3 clusters Score -957579.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -957592.312500 Penalty: 4325.833984
	Iteration 33Q: 3 clusters Score -957592.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -957606.687500 Penalty: 4325.833984
	Iteration 34Q: 3 clusters Score -957606.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -957613.437500 Penalty: 4325.833984
	Iteration 35Q: 3 clusters Score -957613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -957613.500000 Penalty: 4325.833984
	Iteration 36Q: 3 clusters Score -957613.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -957616.375000 Penalty: 4325.833984
	Iteration 37Q: 3 clusters Score -957616.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -957623.000000 Penalty: 4325.833984
	Iteration 38Q: 3 clusters Score -957623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -957623.750000 Penalty: 4325.833984
	Iteration 39Q: 3 clusters Score -957623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -957626.062500 Penalty: 4325.833984
	Iteration 40F: 3 clusters Score -957626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -957626.062500 Penalty: 4325.833984
	Iteration 41Q: 3 clusters Score -957626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -957626.562500 Penalty: 4325.833984
	Iteration 42Q: 3 clusters Score -957626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -957628.812500 Penalty: 4325.833984
	Iteration 43Q: 3 clusters Score -957628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -957630.062500 Penalty: 4325.833984
	Iteration 44Q: 3 clusters Score -957630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -957629.062500 Penalty: 4325.833984
	Iteration 45Q: 3 clusters Score -957629.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -957630.500000 Penalty: 4325.833984
	Iteration 46Q: 3 clusters Score -957630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -957631.812500 Penalty: 4325.833984
	Iteration 47Q: 3 clusters Score -957631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -957631.812500 Penalty: 4325.833984
	Iteration 48F: 3 clusters Score -957631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -374049.250000 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -374049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -371067.593750 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -371067.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -371692.187500 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -371692.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -371852.968750 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -371853 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -371948.218750 Penalty: 3878.340332
	Iteration 3Q: 3 clusters Score -371948.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -372018.500000 Penalty: 3878.340332
	Iteration 4Q: 3 clusters Score -372018.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -372079.937500 Penalty: 3878.340332
	Iteration 5Q: 3 clusters Score -372079.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -372128.843750 Penalty: 3878.340332
	Iteration 6Q: 3 clusters Score -372128.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -372185.718750 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -372185.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -372239.343750 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -372239.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -372280.156250 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -372280.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -372323.562500 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -372323.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -372356.062500 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -372356.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -372388.500000 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -372388.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -372425.468750 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -372425.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -372458.000000 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -372458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -372486.937500 Penalty: 3878.340332
	Iteration 15Q: 3 clusters Score -372486.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -372518.843750 Penalty: 3878.340332
	Iteration 16Q: 3 clusters Score -372518.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -372552.468750 Penalty: 3878.340332
	Iteration 17Q: 3 clusters Score -372552.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -372582.812500 Penalty: 3878.340332
	Iteration 18Q: 3 clusters Score -372582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -372606.843750 Penalty: 3878.340332
	Iteration 19Q: 3 clusters Score -372606.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -372620.687500 Penalty: 3878.340332
	Iteration 20F: 3 clusters Score -372620.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -372630.843750 Penalty: 3878.340332
	Iteration 21Q: 3 clusters Score -372630.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -372639.375000 Penalty: 3878.340332
	Iteration 22Q: 3 clusters Score -372639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372647.843750 Penalty: 3878.340332
	Iteration 23Q: 3 clusters Score -372647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372653.968750 Penalty: 3878.340332
	Iteration 24Q: 3 clusters Score -372654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -372656.625000 Penalty: 3878.340332
	Iteration 25Q: 3 clusters Score -372656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -372658.593750 Penalty: 3878.340332
	Iteration 26Q: 3 clusters Score -372658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -372660.656250 Penalty: 3878.340332
	Iteration 27Q: 3 clusters Score -372660.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -372663.656250 Penalty: 3878.340332
	Iteration 28Q: 3 clusters Score -372663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -372664.000000 Penalty: 3878.340332
	Iteration 29Q: 3 clusters Score -372664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -372664.000000 Penalty: 3878.340332
	Iteration 30F: 3 clusters Score -372664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Entering Unmasked Estep 
Score: -454584.625000 Penalty: 1978.706177
	Iteration 0F: 2 clusters Score -454584.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -451338.687500 Penalty: 3957.412354
	Iteration 0F: 3 clusters Score -451338.7 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -451966.843750 Penalty: 3957.412354
	Iteration 1F: 3 clusters Score -451966.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -452154.625000 Penalty: 3957.412354
	Iteration 2F: 3 clusters Score -452154.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -452296.718750 Penalty: 3957.412354
	Iteration 3F: 3 clusters Score -452296.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -452426.812500 Penalty: 3957.412354
	Iteration 4Q: 3 clusters Score -452426.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -452564.468750 Penalty: 3957.412354
	Iteration 5Q: 3 clusters Score -452564.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -452707.406250 Penalty: 3957.412354
	Iteration 6Q: 3 clusters Score -452707.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -452839.812500 Penalty: 3957.412354
	Iteration 7Q: 3 clusters Score -452839.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -452944.781250 Penalty: 3957.412354
	Iteration 8Q: 3 clusters Score -452944.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -453050.312500 Penalty: 3957.412354
	Iteration 9Q: 3 clusters Score -453050.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -453132.375000 Penalty: 3957.412354
	Iteration 10Q: 3 clusters Score -453132.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -453174.375000 Penalty: 3957.412354
	Iteration 11Q: 3 clusters Score -453174.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -453215.656250 Penalty: 3957.412354
	Iteration 12Q: 3 clusters Score -453215.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -453246.312500 Penalty: 3957.412354
	Iteration 13Q: 3 clusters Score -453246.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -453266.187500 Penalty: 3957.412354
	Iteration 14Q: 3 clusters Score -453266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -453276.875000 Penalty: 3957.412354
	Iteration 15Q: 3 clusters Score -453276.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -453282.750000 Penalty: 3957.412354
	Iteration 16Q: 3 clusters Score -453282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -453290.062500 Penalty: 3957.412354
	Iteration 17Q: 3 clusters Score -453290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -453296.125000 Penalty: 3957.412354
	Iteration 18Q: 3 clusters Score -453296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -453300.312500 Penalty: 3957.412354
	Iteration 19Q: 3 clusters Score -453300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -453304.062500 Penalty: 3957.412354
	Iteration 20F: 3 clusters Score -453304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -453308.531250 Penalty: 3957.412354
	Iteration 21Q: 3 clusters Score -453308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -453310.625000 Penalty: 3957.412354
	Iteration 22Q: 3 clusters Score -453310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -453311.500000 Penalty: 3957.412354
	Iteration 23Q: 3 clusters Score -453311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -453313.343750 Penalty: 3957.412354
	Iteration 24Q: 3 clusters Score -453313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -453315.843750 Penalty: 3957.412354
	Iteration 25Q: 3 clusters Score -453315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -453317.718750 Penalty: 3957.412354
	Iteration 26Q: 3 clusters Score -453317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -453321.000000 Penalty: 3957.412354
	Iteration 27Q: 3 clusters Score -453321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -453324.125000 Penalty: 3957.412354
	Iteration 28Q: 3 clusters Score -453324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -453325.656250 Penalty: 3957.412354
	Iteration 29Q: 3 clusters Score -453325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -453328.562500 Penalty: 3957.412354
	Iteration 30Q: 3 clusters Score -453328.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -453329.093750 Penalty: 3957.412354
	Iteration 31Q: 3 clusters Score -453329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -453329.531250 Penalty: 3957.412354
	Iteration 32Q: 3 clusters Score -453329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -453331.093750 Penalty: 3957.412354
	Iteration 33Q: 3 clusters Score -453331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -453332.531250 Penalty: 3957.412354
	Iteration 34Q: 3 clusters Score -453332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -453334.062500 Penalty: 3957.412354
	Iteration 35Q: 3 clusters Score -453334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -453335.562500 Penalty: 3957.412354
	Iteration 36Q: 3 clusters Score -453335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -453335.562500 Penalty: 3957.412354
	Iteration 37F: 3 clusters Score -453335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Entering Unmasked Estep 
Score: -892981.000000 Penalty: 2150.351562
	Iteration 0F: 2 clusters Score -892981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -887931.125000 Penalty: 4300.703125
	Iteration 0F: 3 clusters Score -887931.1 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -889237.875000 Penalty: 4300.703125
	Iteration 1F: 3 clusters Score -889237.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -889573.937500 Penalty: 4300.703125
	Iteration 2F: 3 clusters Score -889573.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -889890.875000 Penalty: 4300.703125
	Iteration 3F: 3 clusters Score -889890.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -890165.250000 Penalty: 4300.703125
	Iteration 4F: 3 clusters Score -890165.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -890393.937500 Penalty: 4300.703125
	Iteration 5F: 3 clusters Score -890393.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -890588.437500 Penalty: 4300.703125
	Iteration 6Q: 3 clusters Score -890588.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -890751.937500 Penalty: 4300.703125
	Iteration 7Q: 3 clusters Score -890751.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -890880.187500 Penalty: 4300.703125
	Iteration 8Q: 3 clusters Score -890880.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -890991.187500 Penalty: 4300.703125
	Iteration 9Q: 3 clusters Score -890991.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -891073.000000 Penalty: 4300.703125
	Iteration 10Q: 3 clusters Score -891073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -891133.437500 Penalty: 4300.703125
	Iteration 11Q: 3 clusters Score -891133.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -891180.062500 Penalty: 4300.703125
	Iteration 12Q: 3 clusters Score -891180.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -891220.187500 Penalty: 4300.703125
	Iteration 13Q: 3 clusters Score -891220.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -891247.437500 Penalty: 4300.703125
	Iteration 14Q: 3 clusters Score -891247.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -891266.437500 Penalty: 4300.703125
	Iteration 15Q: 3 clusters Score -891266.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -891287.500000 Penalty: 4300.703125
	Iteration 16Q: 3 clusters Score -891287.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -891308.250000 Penalty: 4300.703125
	Iteration 17Q: 3 clusters Score -891308.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -891321.250000 Penalty: 4300.703125
	Iteration 18Q: 3 clusters Score -891321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -891329.750000 Penalty: 4300.703125
	Iteration 19Q: 3 clusters Score -891329.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -891335.500000 Penalty: 4300.703125
	Iteration 20F: 3 clusters Score -891335.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -891343.187500 Penalty: 4300.703125
	Iteration 21Q: 3 clusters Score -891343.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -891349.500000 Penalty: 4300.703125
	Iteration 22Q: 3 clusters Score -891349.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -891354.937500 Penalty: 4300.703125
	Iteration 23Q: 3 clusters Score -891354.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -891361.125000 Penalty: 4300.703125
	Iteration 24Q: 3 clusters Score -891361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -891363.187500 Penalty: 4300.703125
	Iteration 25Q: 3 clusters Score -891363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -891364.562500 Penalty: 4300.703125
	Iteration 26Q: 3 clusters Score -891364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -891369.562500 Penalty: 4300.703125
	Iteration 27Q: 3 clusters Score -891369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -891371.562500 Penalty: 4300.703125
	Iteration 28Q: 3 clusters Score -891371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -891372.000000 Penalty: 4300.703125
	Iteration 29Q: 3 clusters Score -891372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -891373.562500 Penalty: 4300.703125
	Iteration 30Q: 3 clusters Score -891373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -891374.125000 Penalty: 4300.703125
	Iteration 31Q: 3 clusters Score -891374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -891374.125000 Penalty: 4300.703125
	Iteration 32F: 3 clusters Score -891374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (8576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Entering Unmasked Estep 
Score: -1375984.500000 Penalty: 2246.067139
	Iteration 0F: 2 clusters Score -1375984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1369210.375000 Penalty: 4492.134277
	Iteration 0F: 3 clusters Score -1369210 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1371063.625000 Penalty: 4492.134277
	Iteration 1F: 3 clusters Score -1371064 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1371314.375000 Penalty: 4492.134277
	Iteration 2F: 3 clusters Score -1371314 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1371496.000000 Penalty: 4492.134277
	Iteration 3Q: 3 clusters Score -1371496 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1371645.625000 Penalty: 4492.134277
	Iteration 4Q: 3 clusters Score -1371646 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1371788.000000 Penalty: 4492.134277
	Iteration 5Q: 3 clusters Score -1371788 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1371942.375000 Penalty: 4492.134277
	Iteration 6Q: 3 clusters Score -1371942 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1372136.000000 Penalty: 4492.134277
	Iteration 7Q: 3 clusters Score -1372136 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1372357.375000 Penalty: 4492.134277
	Iteration 8Q: 3 clusters Score -1372357 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1372625.625000 Penalty: 4492.134277
	Iteration 9Q: 3 clusters Score -1372626 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1372866.750000 Penalty: 4492.134277
	Iteration 10Q: 3 clusters Score -1372867 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1373117.750000 Penalty: 4492.134277
	Iteration 11Q: 3 clusters Score -1373118 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1373311.375000 Penalty: 4492.134277
	Iteration 12Q: 3 clusters Score -1373311 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1373498.625000 Penalty: 4492.134277
	Iteration 13Q: 3 clusters Score -1373499 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1373654.500000 Penalty: 4492.134277
	Iteration 14Q: 3 clusters Score -1373654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1373756.125000 Penalty: 4492.134277
	Iteration 15Q: 3 clusters Score -1373756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1373824.000000 Penalty: 4492.134277
	Iteration 16Q: 3 clusters Score -1373824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1373872.750000 Penalty: 4492.134277
	Iteration 17Q: 3 clusters Score -1373873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1373913.500000 Penalty: 4492.134277
	Iteration 18Q: 3 clusters Score -1373914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1373941.375000 Penalty: 4492.134277
	Iteration 19Q: 3 clusters Score -1373941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1373962.375000 Penalty: 4492.134277
	Iteration 20F: 3 clusters Score -1373962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1373980.750000 Penalty: 4492.134277
	Iteration 21Q: 3 clusters Score -1373981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1373994.750000 Penalty: 4492.134277
	Iteration 22Q: 3 clusters Score -1373995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1374006.875000 Penalty: 4492.134277
	Iteration 23Q: 3 clusters Score -1374007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1374014.625000 Penalty: 4492.134277
	Iteration 24Q: 3 clusters Score -1374015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1374021.500000 Penalty: 4492.134277
	Iteration 25Q: 3 clusters Score -1374022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1374030.250000 Penalty: 4492.134277
	Iteration 26Q: 3 clusters Score -1374030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1374037.000000 Penalty: 4492.134277
	Iteration 27Q: 3 clusters Score -1374037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1374038.500000 Penalty: 4492.134277
	Iteration 28Q: 3 clusters Score -1374038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1374041.250000 Penalty: 4492.134277
	Iteration 29Q: 3 clusters Score -1374041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1374041.500000 Penalty: 4492.134277
	Iteration 30Q: 3 clusters Score -1374042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1374042.750000 Penalty: 4492.134277
	Iteration 31Q: 3 clusters Score -1374043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1374044.500000 Penalty: 4492.134277
	Iteration 32Q: 3 clusters Score -1374044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1374046.250000 Penalty: 4492.134277
	Iteration 33Q: 3 clusters Score -1374046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1374049.625000 Penalty: 4492.134277
	Iteration 34Q: 3 clusters Score -1374050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1374050.125000 Penalty: 4492.134277
	Iteration 35Q: 3 clusters Score -1374050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1374054.500000 Penalty: 4492.134277
	Iteration 36Q: 3 clusters Score -1374054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1374055.875000 Penalty: 4492.134277
	Iteration 37Q: 3 clusters Score -1374056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1374058.125000 Penalty: 4492.134277
	Iteration 38Q: 3 clusters Score -1374058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1374058.125000 Penalty: 4492.134277
	Iteration 39Q: 3 clusters Score -1374058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1374058.125000 Penalty: 4492.134277
	Iteration 40F: 3 clusters Score -1374058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -609866.062500 Penalty: 2059.882568
	Iteration 0F: 2 clusters Score -609866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -605937.437500 Penalty: 4119.765137
	Iteration 0F: 3 clusters Score -605937.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -606843.875000 Penalty: 4119.765137
	Iteration 1F: 3 clusters Score -606843.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -607053.187500 Penalty: 4119.765137
	Iteration 2F: 3 clusters Score -607053.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -607182.750000 Penalty: 4119.765137
	Iteration 3F: 3 clusters Score -607182.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -607275.000000 Penalty: 4119.765137
	Iteration 4Q: 3 clusters Score -607275 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -607346.187500 Penalty: 4119.765137
	Iteration 5Q: 3 clusters Score -607346.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -607388.812500 Penalty: 4119.765137
	Iteration 6Q: 3 clusters Score -607388.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -607415.125000 Penalty: 4119.765137
	Iteration 7Q: 3 clusters Score -607415.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -607435.875000 Penalty: 4119.765137
	Iteration 8Q: 3 clusters Score -607435.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -607453.187500 Penalty: 4119.765137
	Iteration 9Q: 3 clusters Score -607453.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -607470.312500 Penalty: 4119.765137
	Iteration 10Q: 3 clusters Score -607470.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -607493.500000 Penalty: 4119.765137
	Iteration 11Q: 3 clusters Score -607493.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -607516.000000 Penalty: 4119.765137
	Iteration 12Q: 3 clusters Score -607516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -607537.937500 Penalty: 4119.765137
	Iteration 13Q: 3 clusters Score -607537.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -607559.312500 Penalty: 4119.765137
	Iteration 14Q: 3 clusters Score -607559.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -607582.312500 Penalty: 4119.765137
	Iteration 15Q: 3 clusters Score -607582.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -607607.750000 Penalty: 4119.765137
	Iteration 16Q: 3 clusters Score -607607.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -607630.812500 Penalty: 4119.765137
	Iteration 17Q: 3 clusters Score -607630.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -607658.687500 Penalty: 4119.765137
	Iteration 18Q: 3 clusters Score -607658.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -607687.875000 Penalty: 4119.765137
	Iteration 19Q: 3 clusters Score -607687.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -607719.625000 Penalty: 4119.765137
	Iteration 20F: 3 clusters Score -607719.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -607749.750000 Penalty: 4119.765137
	Iteration 21Q: 3 clusters Score -607749.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -607787.312500 Penalty: 4119.765137
	Iteration 22Q: 3 clusters Score -607787.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -607814.562500 Penalty: 4119.765137
	Iteration 23Q: 3 clusters Score -607814.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -607846.250000 Penalty: 4119.765137
	Iteration 24Q: 3 clusters Score -607846.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -607888.937500 Penalty: 4119.765137
	Iteration 25Q: 3 clusters Score -607888.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -607936.187500 Penalty: 4119.765137
	Iteration 26Q: 3 clusters Score -607936.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -607975.375000 Penalty: 4119.765137
	Iteration 27Q: 3 clusters Score -607975.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -608012.312500 Penalty: 4119.765137
	Iteration 28Q: 3 clusters Score -608012.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -608041.937500 Penalty: 4119.765137
	Iteration 29Q: 3 clusters Score -608041.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -608070.812500 Penalty: 4119.765137
	Iteration 30Q: 3 clusters Score -608070.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -608098.625000 Penalty: 4119.765137
	Iteration 31Q: 3 clusters Score -608098.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -608128.062500 Penalty: 4119.765137
	Iteration 32Q: 3 clusters Score -608128.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -608151.062500 Penalty: 4119.765137
	Iteration 33Q: 3 clusters Score -608151.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -608170.500000 Penalty: 4119.765137
	Iteration 34Q: 3 clusters Score -608170.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -608185.000000 Penalty: 4119.765137
	Iteration 35Q: 3 clusters Score -608185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -608199.000000 Penalty: 4119.765137
	Iteration 36Q: 3 clusters Score -608199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -608207.125000 Penalty: 4119.765137
	Iteration 37Q: 3 clusters Score -608207.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -608216.687500 Penalty: 4119.765137
	Iteration 38Q: 3 clusters Score -608216.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -608229.062500 Penalty: 4119.765137
	Iteration 39Q: 3 clusters Score -608229.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -608241.062500 Penalty: 4119.765137
	Iteration 40F: 3 clusters Score -608241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -608249.875000 Penalty: 4119.765137
	Iteration 41Q: 3 clusters Score -608249.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -608255.875000 Penalty: 4119.765137
	Iteration 42Q: 3 clusters Score -608255.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -608263.875000 Penalty: 4119.765137
	Iteration 43Q: 3 clusters Score -608263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -608269.187500 Penalty: 4119.765137
	Iteration 44Q: 3 clusters Score -608269.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -608277.375000 Penalty: 4119.765137
	Iteration 45Q: 3 clusters Score -608277.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -608286.750000 Penalty: 4119.765137
	Iteration 46Q: 3 clusters Score -608286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -608299.437500 Penalty: 4119.765137
	Iteration 47Q: 3 clusters Score -608299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -608310.437500 Penalty: 4119.765137
	Iteration 48Q: 3 clusters Score -608310.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -608324.687500 Penalty: 4119.765137
	Iteration 49Q: 3 clusters Score -608324.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -608338.562500 Penalty: 4119.765137
	Iteration 50Q: 3 clusters Score -608338.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -608355.000000 Penalty: 4119.765137
	Iteration 51Q: 3 clusters Score -608355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -608366.812500 Penalty: 4119.765137
	Iteration 52Q: 3 clusters Score -608366.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -608374.500000 Penalty: 4119.765137
	Iteration 53Q: 3 clusters Score -608374.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -608379.187500 Penalty: 4119.765137
	Iteration 54Q: 3 clusters Score -608379.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -608385.812500 Penalty: 4119.765137
	Iteration 55Q: 3 clusters Score -608385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -608389.375000 Penalty: 4119.765137
	Iteration 56Q: 3 clusters Score -608389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -608393.562500 Penalty: 4119.765137
	Iteration 57Q: 3 clusters Score -608393.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -608399.812500 Penalty: 4119.765137
	Iteration 58Q: 3 clusters Score -608399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -608405.812500 Penalty: 4119.765137
	Iteration 59Q: 3 clusters Score -608405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -608409.750000 Penalty: 4119.765137
	Iteration 60F: 3 clusters Score -608409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -608413.625000 Penalty: 4119.765137
	Iteration 61Q: 3 clusters Score -608413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -608418.750000 Penalty: 4119.765137
	Iteration 62Q: 3 clusters Score -608418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -608422.250000 Penalty: 4119.765137
	Iteration 63Q: 3 clusters Score -608422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -608423.000000 Penalty: 4119.765137
	Iteration 64Q: 3 clusters Score -608423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -608422.500000 Penalty: 4119.765137
	Iteration 65Q: 3 clusters Score -608422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -608424.125000 Penalty: 4119.765137
	Iteration 66Q: 3 clusters Score -608424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -608424.437500 Penalty: 4119.765137
	Iteration 67Q: 3 clusters Score -608424.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -608424.437500 Penalty: 4119.765137
	Iteration 68F: 3 clusters Score -608424.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -827567.875000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -827567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -822818.562500 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -822818.6 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -824282.125000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -824282.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -825072.750000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -825072.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -825704.125000 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -825704.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -826153.500000 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -826153.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -826436.750000 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -826436.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -826642.437500 Penalty: 4263.709961
	Iteration 6Q: 3 clusters Score -826642.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -826823.500000 Penalty: 4263.709961
	Iteration 7Q: 3 clusters Score -826823.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -826977.812500 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -826977.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -827079.812500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -827079.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -827144.875000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -827144.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -827185.250000 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -827185.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -827220.062500 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -827220.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -827239.000000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -827239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -827257.062500 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -827257.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -827276.500000 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -827276.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -827293.250000 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -827293.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -827301.625000 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -827301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -827307.000000 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -827307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -827313.187500 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -827313.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -827319.500000 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -827319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -827327.125000 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -827327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -827331.250000 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -827331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -827333.125000 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -827333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -827334.625000 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -827334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -827336.500000 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -827336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -827338.375000 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -827338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -827338.375000 Penalty: 4263.709961
	Iteration 27F: 3 clusters Score -827338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -926237.812500 Penalty: 2157.975098
	Iteration 0F: 2 clusters Score -926237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -921111.312500 Penalty: 4315.950195
	Iteration 0F: 3 clusters Score -921111.3 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -922497.937500 Penalty: 4315.950195
	Iteration 1F: 3 clusters Score -922497.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -922845.750000 Penalty: 4315.950195
	Iteration 2F: 3 clusters Score -922845.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -923119.062500 Penalty: 4315.950195
	Iteration 3F: 3 clusters Score -923119.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -923330.062500 Penalty: 4315.950195
	Iteration 4F: 3 clusters Score -923330.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -923496.750000 Penalty: 4315.950195
	Iteration 5Q: 3 clusters Score -923496.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -923621.562500 Penalty: 4315.950195
	Iteration 6Q: 3 clusters Score -923621.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -923744.375000 Penalty: 4315.950195
	Iteration 7Q: 3 clusters Score -923744.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -923851.687500 Penalty: 4315.950195
	Iteration 8Q: 3 clusters Score -923851.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -923924.562500 Penalty: 4315.950195
	Iteration 9Q: 3 clusters Score -923924.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -923986.062500 Penalty: 4315.950195
	Iteration 10Q: 3 clusters Score -923986.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -924046.750000 Penalty: 4315.950195
	Iteration 11Q: 3 clusters Score -924046.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -924091.937500 Penalty: 4315.950195
	Iteration 12Q: 3 clusters Score -924091.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -924122.125000 Penalty: 4315.950195
	Iteration 13Q: 3 clusters Score -924122.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -924143.125000 Penalty: 4315.950195
	Iteration 14Q: 3 clusters Score -924143.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -924160.500000 Penalty: 4315.950195
	Iteration 15Q: 3 clusters Score -924160.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -924173.187500 Penalty: 4315.950195
	Iteration 16Q: 3 clusters Score -924173.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -924189.125000 Penalty: 4315.950195
	Iteration 17Q: 3 clusters Score -924189.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -924203.187500 Penalty: 4315.950195
	Iteration 18Q: 3 clusters Score -924203.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -924212.187500 Penalty: 4315.950195
	Iteration 19Q: 3 clusters Score -924212.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -924220.750000 Penalty: 4315.950195
	Iteration 20F: 3 clusters Score -924220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -924233.750000 Penalty: 4315.950195
	Iteration 21Q: 3 clusters Score -924233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -924238.687500 Penalty: 4315.950195
	Iteration 22Q: 3 clusters Score -924238.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -924243.437500 Penalty: 4315.950195
	Iteration 23Q: 3 clusters Score -924243.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -924250.937500 Penalty: 4315.950195
	Iteration 24Q: 3 clusters Score -924250.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -924255.375000 Penalty: 4315.950195
	Iteration 25Q: 3 clusters Score -924255.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -924263.812500 Penalty: 4315.950195
	Iteration 26Q: 3 clusters Score -924263.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -924268.312500 Penalty: 4315.950195
	Iteration 27Q: 3 clusters Score -924268.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -924275.687500 Penalty: 4315.950195
	Iteration 28Q: 3 clusters Score -924275.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -924284.312500 Penalty: 4315.950195
	Iteration 29Q: 3 clusters Score -924284.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -924288.062500 Penalty: 4315.950195
	Iteration 30Q: 3 clusters Score -924288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -924292.125000 Penalty: 4315.950195
	Iteration 31Q: 3 clusters Score -924292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -924292.250000 Penalty: 4315.950195
	Iteration 32Q: 3 clusters Score -924292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -924293.750000 Penalty: 4315.950195
	Iteration 33Q: 3 clusters Score -924293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -924298.125000 Penalty: 4315.950195
	Iteration 34Q: 3 clusters Score -924298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -924299.437500 Penalty: 4315.950195
	Iteration 35Q: 3 clusters Score -924299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -924301.312500 Penalty: 4315.950195
	Iteration 36Q: 3 clusters Score -924301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -924303.437500 Penalty: 4315.950195
	Iteration 37Q: 3 clusters Score -924303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -924305.250000 Penalty: 4315.950195
	Iteration 38Q: 3 clusters Score -924305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -924303.062500 Penalty: 4315.950195
	Iteration 39Q: 3 clusters Score -924303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -924306.937500 Penalty: 4315.950195
	Iteration 40F: 3 clusters Score -924306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -924311.250000 Penalty: 4315.950195
	Iteration 41Q: 3 clusters Score -924311.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -924314.687500 Penalty: 4315.950195
	Iteration 42Q: 3 clusters Score -924314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -924317.437500 Penalty: 4315.950195
	Iteration 43Q: 3 clusters Score -924317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -924318.937500 Penalty: 4315.950195
	Iteration 44Q: 3 clusters Score -924318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -924320.687500 Penalty: 4315.950195
	Iteration 45Q: 3 clusters Score -924320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -924320.375000 Penalty: 4315.950195
	Iteration 46Q: 3 clusters Score -924320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -924321.437500 Penalty: 4315.950195
	Iteration 47Q: 3 clusters Score -924321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -924323.062500 Penalty: 4315.950195
	Iteration 48Q: 3 clusters Score -924323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -924323.687500 Penalty: 4315.950195
	Iteration 49Q: 3 clusters Score -924323.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -924325.937500 Penalty: 4315.950195
	Iteration 50Q: 3 clusters Score -924325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -924327.312500 Penalty: 4315.950195
	Iteration 51Q: 3 clusters Score -924327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -924328.437500 Penalty: 4315.950195
	Iteration 52Q: 3 clusters Score -924328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -924330.812500 Penalty: 4315.950195
	Iteration 53Q: 3 clusters Score -924330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -924330.937500 Penalty: 4315.950195
	Iteration 54Q: 3 clusters Score -924330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -924332.812500 Penalty: 4315.950195
	Iteration 55Q: 3 clusters Score -924332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -924332.562500 Penalty: 4315.950195
	Iteration 56Q: 3 clusters Score -924332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -924331.875000 Penalty: 4315.950195
	Iteration 57Q: 3 clusters Score -924331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -924334.812500 Penalty: 4315.950195
	Iteration 58Q: 3 clusters Score -924334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -924334.375000 Penalty: 4315.950195
	Iteration 59Q: 3 clusters Score -924334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -924334.375000 Penalty: 4315.950195
	Iteration 60F: 3 clusters Score -924334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Entering Unmasked Estep 
Score: -915068.000000 Penalty: 2159.004395
	Iteration 0F: 2 clusters Score -915068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -909900.062500 Penalty: 4318.008789
	Iteration 0F: 3 clusters Score -909900.1 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -911273.312500 Penalty: 4318.008789
	Iteration 1F: 3 clusters Score -911273.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -911509.812500 Penalty: 4318.008789
	Iteration 2F: 3 clusters Score -911509.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -911661.812500 Penalty: 4318.008789
	Iteration 3F: 3 clusters Score -911661.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -911791.062500 Penalty: 4318.008789
	Iteration 4Q: 3 clusters Score -911791.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -911918.500000 Penalty: 4318.008789
	Iteration 5Q: 3 clusters Score -911918.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -912037.937500 Penalty: 4318.008789
	Iteration 6Q: 3 clusters Score -912037.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -912149.125000 Penalty: 4318.008789
	Iteration 7Q: 3 clusters Score -912149.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -912255.562500 Penalty: 4318.008789
	Iteration 8Q: 3 clusters Score -912255.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -912365.375000 Penalty: 4318.008789
	Iteration 9Q: 3 clusters Score -912365.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -912468.812500 Penalty: 4318.008789
	Iteration 10Q: 3 clusters Score -912468.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -912561.562500 Penalty: 4318.008789
	Iteration 11Q: 3 clusters Score -912561.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -912669.687500 Penalty: 4318.008789
	Iteration 12Q: 3 clusters Score -912669.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -912753.937500 Penalty: 4318.008789
	Iteration 13Q: 3 clusters Score -912753.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -912839.000000 Penalty: 4318.008789
	Iteration 14Q: 3 clusters Score -912839 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -912918.687500 Penalty: 4318.008789
	Iteration 15Q: 3 clusters Score -912918.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -912977.500000 Penalty: 4318.008789
	Iteration 16Q: 3 clusters Score -912977.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -913022.937500 Penalty: 4318.008789
	Iteration 17Q: 3 clusters Score -913022.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -913058.312500 Penalty: 4318.008789
	Iteration 18Q: 3 clusters Score -913058.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -913104.375000 Penalty: 4318.008789
	Iteration 19Q: 3 clusters Score -913104.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -913124.187500 Penalty: 4318.008789
	Iteration 20F: 3 clusters Score -913124.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -913140.937500 Penalty: 4318.008789
	Iteration 21Q: 3 clusters Score -913140.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -913161.875000 Penalty: 4318.008789
	Iteration 22Q: 3 clusters Score -913161.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -913188.187500 Penalty: 4318.008789
	Iteration 23Q: 3 clusters Score -913188.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -913205.312500 Penalty: 4318.008789
	Iteration 24Q: 3 clusters Score -913205.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -913221.125000 Penalty: 4318.008789
	Iteration 25Q: 3 clusters Score -913221.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -913235.125000 Penalty: 4318.008789
	Iteration 26Q: 3 clusters Score -913235.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -913244.125000 Penalty: 4318.008789
	Iteration 27Q: 3 clusters Score -913244.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -913255.250000 Penalty: 4318.008789
	Iteration 28Q: 3 clusters Score -913255.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -913273.250000 Penalty: 4318.008789
	Iteration 29Q: 3 clusters Score -913273.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -913289.625000 Penalty: 4318.008789
	Iteration 30Q: 3 clusters Score -913289.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -913308.125000 Penalty: 4318.008789
	Iteration 31Q: 3 clusters Score -913308.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -913325.125000 Penalty: 4318.008789
	Iteration 32Q: 3 clusters Score -913325.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -913339.625000 Penalty: 4318.008789
	Iteration 33Q: 3 clusters Score -913339.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -913360.562500 Penalty: 4318.008789
	Iteration 34Q: 3 clusters Score -913360.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -913380.187500 Penalty: 4318.008789
	Iteration 35Q: 3 clusters Score -913380.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -913402.500000 Penalty: 4318.008789
	Iteration 36Q: 3 clusters Score -913402.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -913426.562500 Penalty: 4318.008789
	Iteration 37Q: 3 clusters Score -913426.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -913445.562500 Penalty: 4318.008789
	Iteration 38Q: 3 clusters Score -913445.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -913466.625000 Penalty: 4318.008789
	Iteration 39Q: 3 clusters Score -913466.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -913478.187500 Penalty: 4318.008789
	Iteration 40F: 3 clusters Score -913478.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -913497.562500 Penalty: 4318.008789
	Iteration 41Q: 3 clusters Score -913497.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -913512.500000 Penalty: 4318.008789
	Iteration 42Q: 3 clusters Score -913512.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -913532.437500 Penalty: 4318.008789
	Iteration 43Q: 3 clusters Score -913532.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -913558.750000 Penalty: 4318.008789
	Iteration 44Q: 3 clusters Score -913558.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -913588.562500 Penalty: 4318.008789
	Iteration 45Q: 3 clusters Score -913588.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -913615.687500 Penalty: 4318.008789
	Iteration 46Q: 3 clusters Score -913615.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -913642.750000 Penalty: 4318.008789
	Iteration 47Q: 3 clusters Score -913642.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -913670.125000 Penalty: 4318.008789
	Iteration 48Q: 3 clusters Score -913670.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -913695.812500 Penalty: 4318.008789
	Iteration 49Q: 3 clusters Score -913695.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -913716.625000 Penalty: 4318.008789
	Iteration 50Q: 3 clusters Score -913716.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -913741.500000 Penalty: 4318.008789
	Iteration 51Q: 3 clusters Score -913741.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -913766.000000 Penalty: 4318.008789
	Iteration 52Q: 3 clusters Score -913766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -913788.875000 Penalty: 4318.008789
	Iteration 53Q: 3 clusters Score -913788.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -913816.250000 Penalty: 4318.008789
	Iteration 54Q: 3 clusters Score -913816.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -913842.500000 Penalty: 4318.008789
	Iteration 55Q: 3 clusters Score -913842.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -913865.687500 Penalty: 4318.008789
	Iteration 56Q: 3 clusters Score -913865.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -913897.500000 Penalty: 4318.008789
	Iteration 57Q: 3 clusters Score -913897.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -913929.437500 Penalty: 4318.008789
	Iteration 58Q: 3 clusters Score -913929.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -913974.062500 Penalty: 4318.008789
	Iteration 59Q: 3 clusters Score -913974.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -914027.062500 Penalty: 4318.008789
	Iteration 60F: 3 clusters Score -914027.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -914104.000000 Penalty: 4318.008789
	Iteration 61Q: 3 clusters Score -914104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -914181.250000 Penalty: 4318.008789
	Iteration 62Q: 3 clusters Score -914181.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -914243.375000 Penalty: 4318.008789
	Iteration 63Q: 3 clusters Score -914243.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -914297.437500 Penalty: 4318.008789
	Iteration 64Q: 3 clusters Score -914297.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -914336.375000 Penalty: 4318.008789
	Iteration 65Q: 3 clusters Score -914336.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -914359.250000 Penalty: 4318.008789
	Iteration 66Q: 3 clusters Score -914359.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -914384.062500 Penalty: 4318.008789
	Iteration 67Q: 3 clusters Score -914384.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -914403.812500 Penalty: 4318.008789
	Iteration 68Q: 3 clusters Score -914403.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -914419.937500 Penalty: 4318.008789
	Iteration 69Q: 3 clusters Score -914419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -914430.125000 Penalty: 4318.008789
	Iteration 70Q: 3 clusters Score -914430.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -914441.125000 Penalty: 4318.008789
	Iteration 71Q: 3 clusters Score -914441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -914444.812500 Penalty: 4318.008789
	Iteration 72Q: 3 clusters Score -914444.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -914448.500000 Penalty: 4318.008789
	Iteration 73Q: 3 clusters Score -914448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -914452.375000 Penalty: 4318.008789
	Iteration 74Q: 3 clusters Score -914452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -914454.437500 Penalty: 4318.008789
	Iteration 75Q: 3 clusters Score -914454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -914455.750000 Penalty: 4318.008789
	Iteration 76Q: 3 clusters Score -914455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -914458.625000 Penalty: 4318.008789
	Iteration 77Q: 3 clusters Score -914458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -914461.437500 Penalty: 4318.008789
	Iteration 78Q: 3 clusters Score -914461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -914459.500000 Penalty: 4318.008789
	Iteration 79Q: 3 clusters Score -914459.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -914462.625000 Penalty: 4318.008789
	Iteration 80F: 3 clusters Score -914462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -914463.625000 Penalty: 4318.008789
	Iteration 81Q: 3 clusters Score -914463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -914465.250000 Penalty: 4318.008789
	Iteration 82Q: 3 clusters Score -914465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -914467.562500 Penalty: 4318.008789
	Iteration 83Q: 3 clusters Score -914467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -914470.750000 Penalty: 4318.008789
	Iteration 84Q: 3 clusters Score -914470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -914473.250000 Penalty: 4318.008789
	Iteration 85Q: 3 clusters Score -914473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -914474.687500 Penalty: 4318.008789
	Iteration 86Q: 3 clusters Score -914474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -914479.187500 Penalty: 4318.008789
	Iteration 87Q: 3 clusters Score -914479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -914479.437500 Penalty: 4318.008789
	Iteration 88Q: 3 clusters Score -914479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -914480.000000 Penalty: 4318.008789
	Iteration 89Q: 3 clusters Score -914480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -914478.562500 Penalty: 4318.008789
	Iteration 90Q: 3 clusters Score -914478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -914478.937500 Penalty: 4318.008789
	Iteration 91Q: 3 clusters Score -914478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -914480.000000 Penalty: 4318.008789
	Iteration 92Q: 3 clusters Score -914480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -914481.187500 Penalty: 4318.008789
	Iteration 93Q: 3 clusters Score -914481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -914480.125000 Penalty: 4318.008789
	Iteration 94Q: 3 clusters Score -914480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -914480.125000 Penalty: 4318.008789
	Iteration 95F: 3 clusters Score -914480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -47070.593750 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -47070.59 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 159 members 
Entering Unmasked Estep 
Score: -45753.203125 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -45753.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45854.515625 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -45854.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45871.097656 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -45871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45877.550781 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -45877.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45877.550781 Penalty: 2868.777344
	Iteration 4F: 3 clusters Score -45877.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -45452.960938 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -45452.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44137.171875 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -44137.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44285.289062 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -44285.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44344.640625 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -44344.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44362.957031 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -44362.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44368.878906 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -44368.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44370.273438 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -44370.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44370.273438 Penalty: 2871.820312
	Iteration 6F: 3 clusters Score -44370.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -499048.937500 Penalty: 2007.859741
	Iteration 0F: 2 clusters Score -499048.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -495611.093750 Penalty: 4015.719482
	Iteration 0F: 3 clusters Score -495611.1 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -496309.593750 Penalty: 4015.719482
	Iteration 1F: 3 clusters Score -496309.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -496470.562500 Penalty: 4015.719482
	Iteration 2F: 3 clusters Score -496470.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -496576.625000 Penalty: 4015.719482
	Iteration 3Q: 3 clusters Score -496576.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -496652.906250 Penalty: 4015.719482
	Iteration 4Q: 3 clusters Score -496652.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -496701.562500 Penalty: 4015.719482
	Iteration 5Q: 3 clusters Score -496701.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -496741.281250 Penalty: 4015.719482
	Iteration 6Q: 3 clusters Score -496741.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -496767.093750 Penalty: 4015.719482
	Iteration 7Q: 3 clusters Score -496767.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -496795.906250 Penalty: 4015.719482
	Iteration 8Q: 3 clusters Score -496795.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -496830.187500 Penalty: 4015.719482
	Iteration 9Q: 3 clusters Score -496830.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -496864.375000 Penalty: 4015.719482
	Iteration 10Q: 3 clusters Score -496864.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -496903.718750 Penalty: 4015.719482
	Iteration 11Q: 3 clusters Score -496903.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -496941.125000 Penalty: 4015.719482
	Iteration 12Q: 3 clusters Score -496941.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -496972.843750 Penalty: 4015.719482
	Iteration 13Q: 3 clusters Score -496972.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -497011.718750 Penalty: 4015.719482
	Iteration 14Q: 3 clusters Score -497011.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -497049.906250 Penalty: 4015.719482
	Iteration 15Q: 3 clusters Score -497049.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -497087.312500 Penalty: 4015.719482
	Iteration 16Q: 3 clusters Score -497087.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -497150.343750 Penalty: 4015.719482
	Iteration 17Q: 3 clusters Score -497150.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -497212.500000 Penalty: 4015.719482
	Iteration 18Q: 3 clusters Score -497212.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -497295.593750 Penalty: 4015.719482
	Iteration 19Q: 3 clusters Score -497295.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -497399.937500 Penalty: 4015.719482
	Iteration 20F: 3 clusters Score -497399.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -497540.812500 Penalty: 4015.719482
	Iteration 21Q: 3 clusters Score -497540.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -497666.875000 Penalty: 4015.719482
	Iteration 22Q: 3 clusters Score -497666.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -497766.406250 Penalty: 4015.719482
	Iteration 23Q: 3 clusters Score -497766.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -497831.750000 Penalty: 4015.719482
	Iteration 24Q: 3 clusters Score -497831.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -497873.156250 Penalty: 4015.719482
	Iteration 25Q: 3 clusters Score -497873.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -497909.781250 Penalty: 4015.719482
	Iteration 26Q: 3 clusters Score -497909.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -497940.156250 Penalty: 4015.719482
	Iteration 27Q: 3 clusters Score -497940.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -497959.625000 Penalty: 4015.719482
	Iteration 28Q: 3 clusters Score -497959.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497978.437500 Penalty: 4015.719482
	Iteration 29Q: 3 clusters Score -497978.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497992.437500 Penalty: 4015.719482
	Iteration 30Q: 3 clusters Score -497992.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -498001.687500 Penalty: 4015.719482
	Iteration 31Q: 3 clusters Score -498001.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -498010.625000 Penalty: 4015.719482
	Iteration 32Q: 3 clusters Score -498010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -498018.531250 Penalty: 4015.719482
	Iteration 33Q: 3 clusters Score -498018.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -498022.906250 Penalty: 4015.719482
	Iteration 34Q: 3 clusters Score -498022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -498026.156250 Penalty: 4015.719482
	Iteration 35Q: 3 clusters Score -498026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -498027.812500 Penalty: 4015.719482
	Iteration 36Q: 3 clusters Score -498027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -498030.250000 Penalty: 4015.719482
	Iteration 37Q: 3 clusters Score -498030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -498030.843750 Penalty: 4015.719482
	Iteration 38Q: 3 clusters Score -498030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -498033.125000 Penalty: 4015.719482
	Iteration 39Q: 3 clusters Score -498033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -498035.343750 Penalty: 4015.719482
	Iteration 40F: 3 clusters Score -498035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -498037.875000 Penalty: 4015.719482
	Iteration 41Q: 3 clusters Score -498037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -498038.375000 Penalty: 4015.719482
	Iteration 42Q: 3 clusters Score -498038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -498038.843750 Penalty: 4015.719482
	Iteration 43Q: 3 clusters Score -498038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -498038.843750 Penalty: 4015.719482
	Iteration 44F: 3 clusters Score -498038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (55790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Entering Unmasked Estep 
Score: -8364545.500000 Penalty: 2710.478760
	Iteration 0F: 2 clusters Score -8364546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -8327083.000000 Penalty: 5420.957520
	Iteration 0F: 3 clusters Score -8327083 nChanged 25833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -8341983.000000 Penalty: 5420.957520
	Iteration 1F: 3 clusters Score -8341983 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -8342900.000000 Penalty: 5420.957520
	Iteration 2Q: 3 clusters Score -8342900 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -8343895.500000 Penalty: 5420.957520
	Iteration 3Q: 3 clusters Score -8343896 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -8345126.500000 Penalty: 5420.957520
	Iteration 4Q: 3 clusters Score -8345126 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -8346656.000000 Penalty: 5420.957520
	Iteration 5F: 3 clusters Score -8346656 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -8348590.000000 Penalty: 5420.957520
	Iteration 6F: 3 clusters Score -8348590 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -8350857.500000 Penalty: 5420.957520
	Iteration 7F: 3 clusters Score -8350858 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8353236.000000 Penalty: 5420.957520
	Iteration 8F: 3 clusters Score -8353236 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8355616.500000 Penalty: 5420.957520
	Iteration 9F: 3 clusters Score -8355616 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -8357747.000000 Penalty: 5420.957520
	Iteration 10Q: 3 clusters Score -8357747 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -8359327.000000 Penalty: 5420.957520
	Iteration 11Q: 3 clusters Score -8359327 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -8360562.500000 Penalty: 5420.957520
	Iteration 12Q: 3 clusters Score -8360562 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -8361319.000000 Penalty: 5420.957520
	Iteration 13Q: 3 clusters Score -8361319 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -8361820.500000 Penalty: 5420.957520
	Iteration 14Q: 3 clusters Score -8361820 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -8362190.000000 Penalty: 5420.957520
	Iteration 15Q: 3 clusters Score -8362190 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -8362420.500000 Penalty: 5420.957520
	Iteration 16Q: 3 clusters Score -8362420 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -8362539.500000 Penalty: 5420.957520
	Iteration 17Q: 3 clusters Score -8362540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -8362600.000000 Penalty: 5420.957520
	Iteration 18Q: 3 clusters Score -8362600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -8362637.500000 Penalty: 5420.957520
	Iteration 19Q: 3 clusters Score -8362638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -8362663.000000 Penalty: 5420.957520
	Iteration 20F: 3 clusters Score -8362663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -8362695.500000 Penalty: 5420.957520
	Iteration 21Q: 3 clusters Score -8362696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -8362723.000000 Penalty: 5420.957520
	Iteration 22Q: 3 clusters Score -8362723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -8362743.500000 Penalty: 5420.957520
	Iteration 23Q: 3 clusters Score -8362744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -8362761.000000 Penalty: 5420.957520
	Iteration 24Q: 3 clusters Score -8362761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -8362770.000000 Penalty: 5420.957520
	Iteration 25Q: 3 clusters Score -8362770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -8362783.500000 Penalty: 5420.957520
	Iteration 26Q: 3 clusters Score -8362784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -8362785.000000 Penalty: 5420.957520
	Iteration 27Q: 3 clusters Score -8362785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -8362788.500000 Penalty: 5420.957520
	Iteration 28Q: 3 clusters Score -8362788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -8362788.500000 Penalty: 5420.957520
	Iteration 29Q: 3 clusters Score -8362788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -8362794.000000 Penalty: 5420.957520
	Iteration 30Q: 3 clusters Score -8362794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -8362794.000000 Penalty: 5420.957520
	Iteration 31F: 3 clusters Score -8362794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -394686.343750 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -394686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -391729.656250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -391729.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -392298.093750 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -392298.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -392436.375000 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -392436.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -392511.781250 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -392511.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -392553.687500 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -392553.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -392576.218750 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -392576.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -392594.187500 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -392594.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -392613.968750 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -392614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -392627.000000 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -392627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -392638.250000 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -392638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -392648.781250 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -392648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -392661.156250 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -392661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -392670.812500 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -392670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -392675.000000 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -392675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -392677.406250 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -392677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -392678.843750 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -392678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -392681.375000 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -392681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -392682.718750 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -392682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -392687.562500 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -392687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -392690.562500 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -392690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -392694.875000 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -392694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -392697.781250 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -392697.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -392702.937500 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -392702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -392708.906250 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -392708.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -392712.625000 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -392712.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -392717.781250 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -392717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -392718.937500 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -392718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -392720.562500 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -392720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -392722.156250 Penalty: 3896.350098
	Iteration 28Q: 3 clusters Score -392722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -392723.812500 Penalty: 3896.350098
	Iteration 29Q: 3 clusters Score -392723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -392726.312500 Penalty: 3896.350098
	Iteration 30Q: 3 clusters Score -392726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -392728.000000 Penalty: 3896.350098
	Iteration 31Q: 3 clusters Score -392728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -392729.375000 Penalty: 3896.350098
	Iteration 32Q: 3 clusters Score -392729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -392729.656250 Penalty: 3896.350098
	Iteration 33Q: 3 clusters Score -392729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -392730.406250 Penalty: 3896.350098
	Iteration 34Q: 3 clusters Score -392730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -392730.437500 Penalty: 3896.350098
	Iteration 35Q: 3 clusters Score -392730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -392730.437500 Penalty: 3896.350098
	Iteration 36F: 3 clusters Score -392730.4 nChanged 0
--- Evaluating fit on full set of 2997534 points ---
Entering Unmasked Estep 
Score: -460887776.000000 Penalty: 240402.406250
20->66 Clusters: Score -460887776.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 999178 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 50081 members 
Mstep: Class 3 contains 49685 members 
Mstep: Class 4 contains 49601 members 
Mstep: Class 5 contains 50035 members 
Mstep: Class 6 contains 49866 members 
Mstep: Class 7 contains 49758 members 
Mstep: Class 8 contains 49944 members 
Mstep: Class 9 contains 50088 members 
Mstep: Class 10 contains 49778 members 
Mstep: Class 11 contains 50086 members 
Mstep: Class 12 contains 50146 members 
Mstep: Class 13 contains 49851 members 
Mstep: Class 14 contains 50158 members 
Mstep: Class 15 contains 49879 members 
Mstep: Class 16 contains 49821 members 
Mstep: Class 17 contains 50317 members 
Mstep: Class 18 contains 50282 members 
Mstep: Class 19 contains 50141 members 
Mstep: Class 20 contains 50241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 765.220581 but Gain 3426.046875
Score: -143694816.000000 Penalty: 65094.812500
Iteration 0F: 20 clusters Score -1.436948e+08 nChanged 947845
Entering Unmasked Mstep 
Mstep: Class 0 contains 2597 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 28165 members 
Mstep: Class 6 contains 121172 members 
Mstep: Class 7 contains 26685 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 241279 members 
Mstep: Class 10 contains 63859 members 
Mstep: Class 11 contains 36701 members 
Mstep: Class 12 contains 53787 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 37542 members 
Mstep: Class 16 contains 52673 members 
Mstep: Class 17 contains 88629 members 
Mstep: Class 18 contains 74541 members 
Mstep: Class 19 contains 27087 members 
Mstep: Class 20 contains 17115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147570400.000000 Penalty: 65094.812500
Iteration 1F: 20 clusters Score -1.475704e+08 nChanged 428939
Entering Unmasked Mstep 
Mstep: Class 0 contains 2237 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 11043 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 195986 members 
Mstep: Class 7 contains 19332 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 259735 members 
Mstep: Class 10 contains 49144 members 
Mstep: Class 11 contains 31341 members 
Mstep: Class 12 contains 41801 members 
Mstep: Class 14 contains 20915 members 
Mstep: Class 15 contains 33639 members 
Mstep: Class 16 contains 45383 members 
Mstep: Class 17 contains 83607 members 
Mstep: Class 18 contains 69090 members 
Mstep: Class 19 contains 23495 members 
Mstep: Class 20 contains 9276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148758240.000000 Penalty: 65094.812500
Iteration 2F: 20 clusters Score -1.487582e+08 nChanged 309759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1133 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 12792 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 19664 members 
Mstep: Class 6 contains 224449 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 12488 members 
Mstep: Class 9 contains 227920 members 
Mstep: Class 10 contains 48663 members 
Mstep: Class 11 contains 32428 members 
Mstep: Class 12 contains 39733 members 
Mstep: Class 14 contains 25104 members 
Mstep: Class 15 contains 32884 members 
Mstep: Class 16 contains 63436 members 
Mstep: Class 17 contains 81157 members 
Mstep: Class 18 contains 65518 members 
Mstep: Class 19 contains 21762 members 
Mstep: Class 20 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -149532736.000000 Penalty: 65094.812500
Iteration 3F: 20 clusters Score -1.495327e+08 nChanged 241930
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 14651 members 
Mstep: Class 3 contains 20041 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 14113 members 
Mstep: Class 6 contains 204370 members 
Mstep: Class 7 contains 16299 members 
Mstep: Class 8 contains 12904 members 
Mstep: Class 9 contains 221754 members 
Mstep: Class 10 contains 58959 members 
Mstep: Class 11 contains 30793 members 
Mstep: Class 12 contains 39467 members 
Mstep: Class 14 contains 28273 members 
Mstep: Class 15 contains 29930 members 
Mstep: Class 16 contains 93824 members 
Mstep: Class 17 contains 82216 members 
Mstep: Class 18 contains 58549 members 
Mstep: Class 19 contains 19098 members 
Mstep: Class 20 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150176640.000000 Penalty: 65094.812500
Iteration 4F: 20 clusters Score -1.501766e+08 nChanged 173611
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 16189 members 
Mstep: Class 3 contains 18562 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 7055 members 
Mstep: Class 6 contains 205294 members 
Mstep: Class 7 contains 18013 members 
Mstep: Class 8 contains 15366 members 
Mstep: Class 9 contains 212242 members 
Mstep: Class 10 contains 70374 members 
Mstep: Class 11 contains 28695 members 
Mstep: Class 12 contains 39291 members 
Mstep: Class 14 contains 28327 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 105279 members 
Mstep: Class 17 contains 85670 members 
Mstep: Class 18 contains 48605 members 
Mstep: Class 19 contains 18415 members 
Mstep: Class 20 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -150524192.000000 Penalty: 65094.812500
Iteration 5F: 20 clusters Score -1.505242e+08 nChanged 123722
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 16556 members 
Mstep: Class 3 contains 17349 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 223415 members 
Mstep: Class 7 contains 20422 members 
Mstep: Class 8 contains 18238 members 
Mstep: Class 9 contains 196476 members 
Mstep: Class 10 contains 77638 members 
Mstep: Class 11 contains 26878 members 
Mstep: Class 12 contains 38420 members 
Mstep: Class 14 contains 26170 members 
Mstep: Class 15 contains 28115 members 
Mstep: Class 16 contains 107205 members 
Mstep: Class 17 contains 85032 members 
Mstep: Class 18 contains 41764 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 20 clusters Score -1.507087e+08 nChanged 90618
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 16193 members 
Mstep: Class 3 contains 17932 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 235460 members 
Mstep: Class 7 contains 22787 members 
Mstep: Class 8 contains 20163 members 
Mstep: Class 9 contains 187514 members 
Mstep: Class 10 contains 82041 members 
Mstep: Class 11 contains 23708 members 
Mstep: Class 12 contains 37210 members 
Mstep: Class 14 contains 23423 members 
Mstep: Class 15 contains 27729 members 
Mstep: Class 16 contains 106202 members 
Mstep: Class 17 contains 83522 members 
Mstep: Class 18 contains 37718 members 
Mstep: Class 19 contains 20651 members 
Mstep: Class 20 contains 1772 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -1.507868e+08 nChanged 64372
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 20317 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 1716 members 
Mstep: Class 6 contains 240027 members 
Mstep: Class 7 contains 24788 members 
Mstep: Class 8 contains 21021 members 
Mstep: Class 9 contains 181744 members 
Mstep: Class 10 contains 85515 members 
Mstep: Class 11 contains 20737 members 
Mstep: Class 12 contains 36072 members 
Mstep: Class 14 contains 21711 members 
Mstep: Class 15 contains 26973 members 
Mstep: Class 16 contains 104041 members 
Mstep: Class 17 contains 82888 members 
Mstep: Class 18 contains 35470 members 
Mstep: Class 19 contains 22128 members 
Mstep: Class 20 contains 1808 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -1.508393e+08 nChanged 49844
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 14899 members 
Mstep: Class 3 contains 22502 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 242157 members 
Mstep: Class 7 contains 26655 members 
Mstep: Class 8 contains 21327 members 
Mstep: Class 9 contains 176280 members 
Mstep: Class 10 contains 87950 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 35038 members 
Mstep: Class 14 contains 21135 members 
Mstep: Class 15 contains 25912 members 
Mstep: Class 16 contains 101417 members 
Mstep: Class 17 contains 82731 members 
Mstep: Class 18 contains 34405 members 
Mstep: Class 19 contains 23509 members 
Mstep: Class 20 contains 1822 members 
Entering Unmasked Estep 
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Iteration 9Q: 20 clusters Score -1.508782e+08 nChanged 41307
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 24272 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 242414 members 
Mstep: Class 7 contains 28667 members 
Mstep: Class 8 contains 21243 members 
Mstep: Class 9 contains 171285 members 
Mstep: Class 10 contains 89223 members 
Mstep: Class 11 contains 17523 members 
Mstep: Class 12 contains 34046 members 
Mstep: Class 14 contains 21498 members 
Mstep: Class 15 contains 24928 members 
Mstep: Class 16 contains 98634 members 
Mstep: Class 17 contains 82971 members 
Mstep: Class 18 contains 33858 members 
Mstep: Class 19 contains 24903 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -1.509099e+08 nChanged 34596
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 14173 members 
Mstep: Class 3 contains 25550 members 
Mstep: Class 4 contains 1945 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 240974 members 
Mstep: Class 7 contains 31003 members 
Mstep: Class 8 contains 21028 members 
Mstep: Class 9 contains 167188 members 
Mstep: Class 10 contains 89760 members 
Mstep: Class 11 contains 16797 members 
Mstep: Class 12 contains 33166 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 24281 members 
Mstep: Class 16 contains 96155 members 
Mstep: Class 17 contains 83205 members 
Mstep: Class 18 contains 33298 members 
Mstep: Class 19 contains 26160 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.509355e+08 nChanged 29501
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 13887 members 
Mstep: Class 3 contains 26449 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 238415 members 
Mstep: Class 7 contains 33743 members 
Mstep: Class 8 contains 20748 members 
Mstep: Class 9 contains 163613 members 
Mstep: Class 10 contains 89902 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 32433 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 23835 members 
Mstep: Class 16 contains 94305 members 
Mstep: Class 17 contains 83312 members 
Mstep: Class 18 contains 32746 members 
Mstep: Class 19 contains 27426 members 
Mstep: Class 20 contains 1827 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.509571e+08 nChanged 26304
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 75220 members 
Mstep: Class 2 contains 13619 members 
Mstep: Class 3 contains 27070 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 235124 members 
Mstep: Class 7 contains 36847 members 
Mstep: Class 8 contains 20489 members 
Mstep: Class 9 contains 160133 members 
Mstep: Class 10 contains 89943 members 
Mstep: Class 11 contains 16191 members 
Mstep: Class 12 contains 31788 members 
Mstep: Class 14 contains 26239 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 93009 members 
Mstep: Class 17 contains 83156 members 
Mstep: Class 18 contains 32266 members 
Mstep: Class 19 contains 28693 members 
Mstep: Class 20 contains 1827 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.509765e+08 nChanged 24779
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 13359 members 
Mstep: Class 3 contains 27640 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 231405 members 
Mstep: Class 7 contains 40141 members 
Mstep: Class 8 contains 20236 members 
Mstep: Class 9 contains 156657 members 
Mstep: Class 10 contains 90000 members 
Mstep: Class 11 contains 16162 members 
Mstep: Class 12 contains 31207 members 
Mstep: Class 14 contains 27987 members 
Mstep: Class 15 contains 23408 members 
Mstep: Class 16 contains 92185 members 
Mstep: Class 17 contains 82861 members 
Mstep: Class 18 contains 31847 members 
Mstep: Class 19 contains 29957 members 
Mstep: Class 20 contains 1827 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.509966e+08 nChanged 25021
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 28152 members 
Mstep: Class 4 contains 2398 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 227399 members 
Mstep: Class 7 contains 43624 members 
Mstep: Class 8 contains 20007 members 
Mstep: Class 9 contains 152814 members 
Mstep: Class 10 contains 90303 members 
Mstep: Class 11 contains 16188 members 
Mstep: Class 12 contains 30669 members 
Mstep: Class 14 contains 29558 members 
Mstep: Class 15 contains 23328 members 
Mstep: Class 16 contains 91663 members 
Mstep: Class 17 contains 82508 members 
Mstep: Class 18 contains 31496 members 
Mstep: Class 19 contains 31178 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.510188e+08 nChanged 26733
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 13120 members 
Mstep: Class 3 contains 28785 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 1683 members 
Mstep: Class 6 contains 223163 members 
Mstep: Class 7 contains 47111 members 
Mstep: Class 8 contains 19775 members 
Mstep: Class 9 contains 148147 members 
Mstep: Class 10 contains 90899 members 
Mstep: Class 11 contains 16228 members 
Mstep: Class 12 contains 30119 members 
Mstep: Class 14 contains 30958 members 
Mstep: Class 15 contains 23344 members 
Mstep: Class 16 contains 91290 members 
Mstep: Class 17 contains 82120 members 
Mstep: Class 18 contains 31191 members 
Mstep: Class 19 contains 32391 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.510472e+08 nChanged 28760
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 13081 members 
Mstep: Class 3 contains 29472 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 218472 members 
Mstep: Class 7 contains 50537 members 
Mstep: Class 8 contains 19577 members 
Mstep: Class 9 contains 142757 members 
Mstep: Class 10 contains 91861 members 
Mstep: Class 11 contains 16272 members 
Mstep: Class 12 contains 29570 members 
Mstep: Class 14 contains 32051 members 
Mstep: Class 15 contains 23384 members 
Mstep: Class 16 contains 91009 members 
Mstep: Class 17 contains 81793 members 
Mstep: Class 18 contains 30943 members 
Mstep: Class 19 contains 33747 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.510818e+08 nChanged 30199
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 13042 members 
Mstep: Class 3 contains 30418 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 213705 members 
Mstep: Class 7 contains 53669 members 
Mstep: Class 8 contains 19401 members 
Mstep: Class 9 contains 136395 members 
Mstep: Class 10 contains 92968 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 29048 members 
Mstep: Class 14 contains 32954 members 
Mstep: Class 15 contains 23446 members 
Mstep: Class 16 contains 90793 members 
Mstep: Class 17 contains 81507 members 
Mstep: Class 18 contains 30731 members 
Mstep: Class 19 contains 35313 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.511147e+08 nChanged 30626
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 13003 members 
Mstep: Class 3 contains 31451 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 209257 members 
Mstep: Class 7 contains 56366 members 
Mstep: Class 8 contains 19348 members 
Mstep: Class 9 contains 129166 members 
Mstep: Class 10 contains 94186 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 28632 members 
Mstep: Class 14 contains 33613 members 
Mstep: Class 15 contains 23460 members 
Mstep: Class 16 contains 90590 members 
Mstep: Class 17 contains 81388 members 
Mstep: Class 18 contains 30532 members 
Mstep: Class 19 contains 37058 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.511445e+08 nChanged 30136
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 12967 members 
Mstep: Class 3 contains 32703 members 
Mstep: Class 4 contains 3095 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 204921 members 
Mstep: Class 7 contains 58636 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 121260 members 
Mstep: Class 10 contains 95546 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 28407 members 
Mstep: Class 14 contains 34107 members 
Mstep: Class 15 contains 23399 members 
Mstep: Class 16 contains 90405 members 
Mstep: Class 17 contains 81368 members 
Mstep: Class 18 contains 30335 members 
Mstep: Class 19 contains 38840 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.511745e+08 nChanged 30576
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 12867 members 
Mstep: Class 3 contains 34014 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 199467 members 
Mstep: Class 7 contains 61940 members 
Mstep: Class 8 contains 19392 members 
Mstep: Class 9 contains 113113 members 
Mstep: Class 10 contains 97419 members 
Mstep: Class 11 contains 15896 members 
Mstep: Class 12 contains 28269 members 
Mstep: Class 14 contains 34882 members 
Mstep: Class 15 contains 23294 members 
Mstep: Class 16 contains 90195 members 
Mstep: Class 17 contains 81224 members 
Mstep: Class 18 contains 30165 members 
Mstep: Class 19 contains 40445 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.511993e+08 nChanged 29559
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 35197 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 193269 members 
Mstep: Class 7 contains 65614 members 
Mstep: Class 8 contains 19547 members 
Mstep: Class 9 contains 105479 members 
Mstep: Class 10 contains 99496 members 
Mstep: Class 11 contains 15658 members 
Mstep: Class 12 contains 28136 members 
Mstep: Class 14 contains 35531 members 
Mstep: Class 15 contains 23167 members 
Mstep: Class 16 contains 90047 members 
Mstep: Class 17 contains 81049 members 
Mstep: Class 18 contains 30018 members 
Mstep: Class 19 contains 41889 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.51219e+08 nChanged 28295
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 120456 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 36297 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 186307 members 
Mstep: Class 7 contains 69923 members 
Mstep: Class 8 contains 19747 members 
Mstep: Class 9 contains 99224 members 
Mstep: Class 10 contains 100827 members 
Mstep: Class 11 contains 15412 members 
Mstep: Class 12 contains 28024 members 
Mstep: Class 14 contains 36230 members 
Mstep: Class 15 contains 23086 members 
Mstep: Class 16 contains 89881 members 
Mstep: Class 17 contains 80719 members 
Mstep: Class 18 contains 29882 members 
Mstep: Class 19 contains 43274 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.512411e+08 nChanged 28061
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 12563 members 
Mstep: Class 3 contains 37363 members 
Mstep: Class 4 contains 3755 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 178824 members 
Mstep: Class 7 contains 75224 members 
Mstep: Class 8 contains 19862 members 
Mstep: Class 9 contains 94565 members 
Mstep: Class 10 contains 100587 members 
Mstep: Class 11 contains 15171 members 
Mstep: Class 12 contains 27930 members 
Mstep: Class 14 contains 36847 members 
Mstep: Class 15 contains 23017 members 
Mstep: Class 16 contains 89729 members 
Mstep: Class 17 contains 80294 members 
Mstep: Class 18 contains 29771 members 
Mstep: Class 19 contains 44596 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.512736e+08 nChanged 29063
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 129518 members 
Mstep: Class 2 contains 12508 members 
Mstep: Class 3 contains 38564 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 171012 members 
Mstep: Class 7 contains 81477 members 
Mstep: Class 8 contains 19783 members 
Mstep: Class 9 contains 93002 members 
Mstep: Class 10 contains 97743 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 27875 members 
Mstep: Class 14 contains 37241 members 
Mstep: Class 15 contains 22960 members 
Mstep: Class 16 contains 89584 members 
Mstep: Class 17 contains 79908 members 
Mstep: Class 18 contains 29664 members 
Mstep: Class 19 contains 45851 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.513116e+08 nChanged 29575
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 131740 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 39886 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 161439 members 
Mstep: Class 7 contains 88768 members 
Mstep: Class 8 contains 19590 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 92572 members 
Mstep: Class 11 contains 14742 members 
Mstep: Class 12 contains 27823 members 
Mstep: Class 14 contains 37488 members 
Mstep: Class 15 contains 22911 members 
Mstep: Class 16 contains 89425 members 
Mstep: Class 17 contains 79645 members 
Mstep: Class 18 contains 29597 members 
Mstep: Class 19 contains 46717 members 
Mstep: Class 20 contains 1826 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.513372e+08 nChanged 27442
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 131706 members 
Mstep: Class 2 contains 12313 members 
Mstep: Class 3 contains 41169 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 152069 members 
Mstep: Class 7 contains 96325 members 
Mstep: Class 8 contains 19338 members 
Mstep: Class 9 contains 101712 members 
Mstep: Class 10 contains 88055 members 
Mstep: Class 11 contains 14579 members 
Mstep: Class 12 contains 27783 members 
Mstep: Class 14 contains 37570 members 
Mstep: Class 15 contains 22873 members 
Mstep: Class 16 contains 89246 members 
Mstep: Class 17 contains 79535 members 
Mstep: Class 18 contains 29555 members 
Mstep: Class 19 contains 47445 members 
Mstep: Class 20 contains 1827 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.513533e+08 nChanged 23496
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 42494 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 145449 members 
Mstep: Class 7 contains 102146 members 
Mstep: Class 8 contains 19174 members 
Mstep: Class 9 contains 106139 members 
Mstep: Class 10 contains 84327 members 
Mstep: Class 11 contains 14454 members 
Mstep: Class 12 contains 27743 members 
Mstep: Class 14 contains 37562 members 
Mstep: Class 15 contains 22840 members 
Mstep: Class 16 contains 89063 members 
Mstep: Class 17 contains 79483 members 
Mstep: Class 18 contains 29547 members 
Mstep: Class 19 contains 48290 members 
Mstep: Class 20 contains 1830 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.513625e+08 nChanged 20063
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 12078 members 
Mstep: Class 3 contains 43801 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 141234 members 
Mstep: Class 7 contains 105612 members 
Mstep: Class 8 contains 19160 members 
Mstep: Class 9 contains 109938 members 
Mstep: Class 10 contains 81148 members 
Mstep: Class 11 contains 14330 members 
Mstep: Class 12 contains 27699 members 
Mstep: Class 14 contains 37494 members 
Mstep: Class 15 contains 22807 members 
Mstep: Class 16 contains 88900 members 
Mstep: Class 17 contains 79517 members 
Mstep: Class 18 contains 29531 members 
Mstep: Class 19 contains 49476 members 
Mstep: Class 20 contains 1832 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.513694e+08 nChanged 17541
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 126019 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 45068 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 138284 members 
Mstep: Class 7 contains 107465 members 
Mstep: Class 8 contains 19259 members 
Mstep: Class 9 contains 113326 members 
Mstep: Class 10 contains 78244 members 
Mstep: Class 11 contains 14235 members 
Mstep: Class 12 contains 27666 members 
Mstep: Class 14 contains 37449 members 
Mstep: Class 15 contains 22779 members 
Mstep: Class 16 contains 88726 members 
Mstep: Class 17 contains 79584 members 
Mstep: Class 18 contains 29495 members 
Mstep: Class 19 contains 50936 members 
Mstep: Class 20 contains 1835 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.513754e+08 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 46302 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 136125 members 
Mstep: Class 7 contains 108284 members 
Mstep: Class 8 contains 19424 members 
Mstep: Class 9 contains 116268 members 
Mstep: Class 10 contains 75681 members 
Mstep: Class 11 contains 14142 members 
Mstep: Class 12 contains 27632 members 
Mstep: Class 14 contains 37455 members 
Mstep: Class 15 contains 22766 members 
Mstep: Class 16 contains 88542 members 
Mstep: Class 17 contains 79583 members 
Mstep: Class 18 contains 29492 members 
Mstep: Class 19 contains 52500 members 
Mstep: Class 20 contains 1837 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.513807e+08 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 11723 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 5711 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 134137 members 
Mstep: Class 7 contains 108656 members 
Mstep: Class 8 contains 19600 members 
Mstep: Class 9 contains 118915 members 
Mstep: Class 10 contains 73384 members 
Mstep: Class 11 contains 14042 members 
Mstep: Class 12 contains 27601 members 
Mstep: Class 14 contains 37421 members 
Mstep: Class 15 contains 22809 members 
Mstep: Class 16 contains 88367 members 
Mstep: Class 17 contains 79498 members 
Mstep: Class 18 contains 29480 members 
Mstep: Class 19 contains 54035 members 
Mstep: Class 20 contains 1840 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.513856e+08 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 121679 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 48601 members 
Mstep: Class 4 contains 6060 members 
Mstep: Class 5 contains 1685 members 
Mstep: Class 6 contains 132140 members 
Mstep: Class 7 contains 108707 members 
Mstep: Class 8 contains 19776 members 
Mstep: Class 9 contains 121192 members 
Mstep: Class 10 contains 71408 members 
Mstep: Class 11 contains 13939 members 
Mstep: Class 12 contains 27575 members 
Mstep: Class 14 contains 37435 members 
Mstep: Class 15 contains 22892 members 
Mstep: Class 16 contains 88189 members 
Mstep: Class 17 contains 79403 members 
Mstep: Class 18 contains 29476 members 
Mstep: Class 19 contains 55455 members 
Mstep: Class 20 contains 1841 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.513887e+08 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 11463 members 
Mstep: Class 3 contains 49777 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 130129 members 
Mstep: Class 7 contains 108622 members 
Mstep: Class 8 contains 19888 members 
Mstep: Class 9 contains 123167 members 
Mstep: Class 10 contains 69661 members 
Mstep: Class 11 contains 13786 members 
Mstep: Class 12 contains 27538 members 
Mstep: Class 14 contains 37476 members 
Mstep: Class 15 contains 23011 members 
Mstep: Class 16 contains 88037 members 
Mstep: Class 17 contains 79262 members 
Mstep: Class 18 contains 29472 members 
Mstep: Class 19 contains 56755 members 
Mstep: Class 20 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151392800.000000 Penalty: 65094.812500
Iteration 34Q: 20 clusters Score -1.513928e+08 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 50916 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 1690 members 
Mstep: Class 6 contains 128145 members 
Mstep: Class 7 contains 108537 members 
Mstep: Class 8 contains 19996 members 
Mstep: Class 9 contains 124884 members 
Mstep: Class 10 contains 68179 members 
Mstep: Class 11 contains 13620 members 
Mstep: Class 12 contains 27489 members 
Mstep: Class 14 contains 37535 members 
Mstep: Class 15 contains 23108 members 
Mstep: Class 16 contains 87883 members 
Mstep: Class 17 contains 79050 members 
Mstep: Class 18 contains 29480 members 
Mstep: Class 19 contains 57823 members 
Mstep: Class 20 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151396144.000000 Penalty: 65094.812500
Iteration 35Q: 20 clusters Score -1.513961e+08 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 120332 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 52132 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 1690 members 
Mstep: Class 6 contains 126291 members 
Mstep: Class 7 contains 108378 members 
Mstep: Class 8 contains 20110 members 
Mstep: Class 9 contains 126386 members 
Mstep: Class 10 contains 66856 members 
Mstep: Class 11 contains 13462 members 
Mstep: Class 12 contains 27457 members 
Mstep: Class 14 contains 37641 members 
Mstep: Class 15 contains 23232 members 
Mstep: Class 16 contains 87742 members 
Mstep: Class 17 contains 78766 members 
Mstep: Class 18 contains 29465 members 
Mstep: Class 19 contains 58684 members 
Mstep: Class 20 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151399104.000000 Penalty: 65094.812500
Iteration 36Q: 20 clusters Score -1.513991e+08 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 120118 members 
Mstep: Class 2 contains 10853 members 
Mstep: Class 3 contains 53375 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 124604 members 
Mstep: Class 7 contains 108188 members 
Mstep: Class 8 contains 20182 members 
Mstep: Class 9 contains 127710 members 
Mstep: Class 10 contains 65678 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 27395 members 
Mstep: Class 14 contains 37671 members 
Mstep: Class 15 contains 23332 members 
Mstep: Class 16 contains 87629 members 
Mstep: Class 17 contains 78459 members 
Mstep: Class 18 contains 29468 members 
Mstep: Class 19 contains 59444 members 
Mstep: Class 20 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151402128.000000 Penalty: 65094.812500
Iteration 37Q: 20 clusters Score -1.514021e+08 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 54599 members 
Mstep: Class 4 contains 8746 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 123118 members 
Mstep: Class 7 contains 108070 members 
Mstep: Class 8 contains 20185 members 
Mstep: Class 9 contains 128821 members 
Mstep: Class 10 contains 64719 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 27317 members 
Mstep: Class 14 contains 37641 members 
Mstep: Class 15 contains 23443 members 
Mstep: Class 16 contains 87556 members 
Mstep: Class 17 contains 78131 members 
Mstep: Class 18 contains 29471 members 
Mstep: Class 19 contains 60052 members 
Mstep: Class 20 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151405984.000000 Penalty: 65094.812500
Iteration 38Q: 20 clusters Score -1.51406e+08 nChanged 9691
Entering ConstructFrom: 
Score: -151405984.000000 Penalty: 65094.812500
Entering ConstructFrom: 
Trying to split cluster 1 (119429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Entering Unmasked Estep 
Score: -18694348.000000 Penalty: 2899.238281
	Iteration 0F: 2 clusters Score -1.869435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -18626004.000000 Penalty: 5798.476562
	Iteration 0F: 3 clusters Score -1.8626e+07 nChanged 56910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -18660174.000000 Penalty: 5798.476562
	Iteration 1F: 3 clusters Score -1.866017e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -18662822.000000 Penalty: 5798.476562
	Iteration 2Q: 3 clusters Score -1.866282e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -18667496.000000 Penalty: 5798.476562
	Iteration 3F: 3 clusters Score -1.86675e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -18674632.000000 Penalty: 5798.476562
	Iteration 4F: 3 clusters Score -1.867463e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -18683782.000000 Penalty: 5798.476562
	Iteration 5F: 3 clusters Score -1.868378e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -18692478.000000 Penalty: 5798.476562
	Iteration 6F: 3 clusters Score -1.869248e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -18701146.000000 Penalty: 5798.476562
	Iteration 7F: 3 clusters Score -1.870115e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -18708222.000000 Penalty: 5798.476562
	Iteration 8F: 3 clusters Score -1.870822e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -18712560.000000 Penalty: 5798.476562
	Iteration 9Q: 3 clusters Score -1.871256e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -18714518.000000 Penalty: 5798.476562
	Iteration 10Q: 3 clusters Score -1.871452e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -18715506.000000 Penalty: 5798.476562
	Iteration 11Q: 3 clusters Score -1.871551e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -18715958.000000 Penalty: 5798.476562
	Iteration 12Q: 3 clusters Score -1.871596e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -18716218.000000 Penalty: 5798.476562
	Iteration 13Q: 3 clusters Score -1.871622e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -18716322.000000 Penalty: 5798.476562
	Iteration 14Q: 3 clusters Score -1.871632e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -18716448.000000 Penalty: 5798.476562
	Iteration 15Q: 3 clusters Score -1.871645e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 91485 members 
Entering Unmasked Estep 
Score: -18716502.000000 Penalty: 5798.476562
	Iteration 16Q: 3 clusters Score -1.87165e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -18716518.000000 Penalty: 5798.476562
	Iteration 17Q: 3 clusters Score -1.871652e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -18716504.000000 Penalty: 5798.476562
	Iteration 18Q: 3 clusters Score -1.87165e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -18716528.000000 Penalty: 5798.476562
	Iteration 19Q: 3 clusters Score -1.871653e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -18716510.000000 Penalty: 5798.476562
	Iteration 20F: 3 clusters Score -1.871651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -18716530.000000 Penalty: 5798.476562
	Iteration 21Q: 3 clusters Score -1.871653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -18716548.000000 Penalty: 5798.476562
	Iteration 22Q: 3 clusters Score -1.871655e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -18716550.000000 Penalty: 5798.476562
	Iteration 23Q: 3 clusters Score -1.871655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -18716562.000000 Penalty: 5798.476562
	Iteration 24Q: 3 clusters Score -1.871656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -18716544.000000 Penalty: 5798.476562
	Iteration 25Q: 3 clusters Score -1.871654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -18716538.000000 Penalty: 5798.476562
	Iteration 26Q: 3 clusters Score -1.871654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -18716548.000000 Penalty: 5798.476562
	Iteration 27Q: 3 clusters Score -1.871655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -18716546.000000 Penalty: 5798.476562
	Iteration 28Q: 3 clusters Score -1.871655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -18716552.000000 Penalty: 5798.476562
	Iteration 29Q: 3 clusters Score -1.871655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -18716548.000000 Penalty: 5798.476562
	Iteration 30Q: 3 clusters Score -1.871655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -18716546.000000 Penalty: 5798.476562
	Iteration 31Q: 3 clusters Score -1.871655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -18716540.000000 Penalty: 5798.476562
	Iteration 32Q: 3 clusters Score -1.871654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -18716536.000000 Penalty: 5798.476562
	Iteration 33Q: 3 clusters Score -1.871654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -18716536.000000 Penalty: 5798.476562
	Iteration 34F: 3 clusters Score -1.871654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 10565 members 
Mstep: Class 3 contains 55870 members 
Mstep: Class 4 contains 9441 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 121839 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Entering Unmasked Estep 
Score: -151427520.000000 Penalty: 68520.859375
Splitting cluster 1 changes total score from -151405984.000000 to -151427520.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -1588665.250000 Penalty: 2297.794922
	Iteration 0F: 2 clusters Score -1588665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1580656.875000 Penalty: 4595.589844
	Iteration 0F: 3 clusters Score -1580657 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1583374.625000 Penalty: 4595.589844
	Iteration 1F: 3 clusters Score -1583375 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1584236.750000 Penalty: 4595.589844
	Iteration 2F: 3 clusters Score -1584237 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1585582.500000 Penalty: 4595.589844
	Iteration 3F: 3 clusters Score -1585582 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1587705.125000 Penalty: 4595.589844
	Iteration 4F: 3 clusters Score -1587705 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1590425.000000 Penalty: 4595.589844
	Iteration 5F: 3 clusters Score -1590425 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1593499.250000 Penalty: 4595.589844
	Iteration 6F: 3 clusters Score -1593499 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1596446.750000 Penalty: 4595.589844
	Iteration 7F: 3 clusters Score -1596447 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1598715.375000 Penalty: 4595.589844
	Iteration 8F: 3 clusters Score -1598715 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1599807.625000 Penalty: 4595.589844
	Iteration 9Q: 3 clusters Score -1599808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1599959.875000 Penalty: 4595.589844
	Iteration 10Q: 3 clusters Score -1599960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1599998.125000 Penalty: 4595.589844
	Iteration 11Q: 3 clusters Score -1599998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1600015.500000 Penalty: 4595.589844
	Iteration 12Q: 3 clusters Score -1600016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1600016.875000 Penalty: 4595.589844
	Iteration 13Q: 3 clusters Score -1600017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1600017.625000 Penalty: 4595.589844
	Iteration 14Q: 3 clusters Score -1600018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1600023.875000 Penalty: 4595.589844
	Iteration 15Q: 3 clusters Score -1600024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1600022.375000 Penalty: 4595.589844
	Iteration 16Q: 3 clusters Score -1600022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1600024.625000 Penalty: 4595.589844
	Iteration 17Q: 3 clusters Score -1600025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1600030.500000 Penalty: 4595.589844
	Iteration 18Q: 3 clusters Score -1600030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1600030.625000 Penalty: 4595.589844
	Iteration 19Q: 3 clusters Score -1600031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1600032.250000 Penalty: 4595.589844
	Iteration 20F: 3 clusters Score -1600032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1600032.750000 Penalty: 4595.589844
	Iteration 21Q: 3 clusters Score -1600033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1600032.125000 Penalty: 4595.589844
	Iteration 22Q: 3 clusters Score -1600032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1600033.125000 Penalty: 4595.589844
	Iteration 23Q: 3 clusters Score -1600033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1600032.750000 Penalty: 4595.589844
	Iteration 24Q: 3 clusters Score -1600033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1600032.750000 Penalty: 4595.589844
	Iteration 25F: 3 clusters Score -1600033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 55870 members 
Mstep: Class 4 contains 9441 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 121839 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Entering Unmasked Estep 
Score: -151437456.000000 Penalty: 71946.898438
Splitting cluster 2 changes total score from -151405984.000000 to -151437456.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (55870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Entering Unmasked Estep 
Score: -8140464.500000 Penalty: 2710.834229
	Iteration 0F: 2 clusters Score -8140464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -8102929.500000 Penalty: 5421.668457
	Iteration 0F: 3 clusters Score -8102930 nChanged 25889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -8118536.000000 Penalty: 5421.668457
	Iteration 1F: 3 clusters Score -8118536 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -8121310.500000 Penalty: 5421.668457
	Iteration 2F: 3 clusters Score -8121310 nChanged 4337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -8124783 nChanged 4477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8128275 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8131024 nChanged 3324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -8132751.500000 Penalty: 5421.668457
	Iteration 6F: 3 clusters Score -8132752 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8133976 nChanged 2026
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8134796 nChanged 1683
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Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8135488 nChanged 1395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8135986 nChanged 1256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -8136439.500000 Penalty: 5421.668457
	Iteration 11Q: 3 clusters Score -8136440 nChanged 1109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8136863 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8137218 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -8137495.500000 Penalty: 5421.668457
	Iteration 14Q: 3 clusters Score -8137496 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8137748 nChanged 767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8137997 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8138223 nChanged 710
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Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -8138464.500000 Penalty: 5421.668457
	Iteration 18Q: 3 clusters Score -8138464 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8138711.500000 Penalty: 5421.668457
	Iteration 19Q: 3 clusters Score -8138712 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8138946 nChanged 698
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Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -8139182.000000 Penalty: 5421.668457
	Iteration 21Q: 3 clusters Score -8139182 nChanged 707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -8139411.500000 Penalty: 5421.668457
	Iteration 22Q: 3 clusters Score -8139412 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8139645 nChanged 688
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Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8139867 nChanged 646
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Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8140025 nChanged 628
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Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -8140189.500000 Penalty: 5421.668457
	Iteration 26Q: 3 clusters Score -8140190 nChanged 600
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8140390.000000 Penalty: 5421.668457
	Iteration 27Q: 3 clusters Score -8140390 nChanged 614
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Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8140572 nChanged 633
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Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8140762 nChanged 603
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Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8140928 nChanged 599
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Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8141128 nChanged 602
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Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8141308 nChanged 530
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Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8141489 nChanged 537
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Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8141692 nChanged 530
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Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8141888 nChanged 501
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Mstep: Class 1 contains 8516 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8142058 nChanged 463
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Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8142260 nChanged 413
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Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8142395 nChanged 353
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Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8142466 nChanged 294
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Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -8142549.500000 Penalty: 5421.668457
	Iteration 40F: 3 clusters Score -8142550 nChanged 264
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Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8142614 nChanged 228
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Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8142647 nChanged 214
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Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8142700 nChanged 209
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Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8142775 nChanged 179
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Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8142784 nChanged 188
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -8142843.500000 Penalty: 5421.668457
	Iteration 46Q: 3 clusters Score -8142844 nChanged 179
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Mstep: Class 1 contains 5700 members 
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	Iteration 47Q: 3 clusters Score -8142854 nChanged 170
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Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 50320 members 
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	Iteration 48Q: 3 clusters Score -8142900 nChanged 167
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8142930 nChanged 144
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 50579 members 
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	Iteration 50Q: 3 clusters Score -8142987 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8143040 nChanged 118
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Mstep: Class 1 contains 5087 members 
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	Iteration 52Q: 3 clusters Score -8143060 nChanged 134
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Mstep: Class 1 contains 4977 members 
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	Iteration 53Q: 3 clusters Score -8143069 nChanged 159
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Mstep: Class 1 contains 4848 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8143132 nChanged 144
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8143220 nChanged 151
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Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8143302 nChanged 147
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8143342 nChanged 131
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Mstep: Class 1 contains 4469 members 
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	Iteration 58Q: 3 clusters Score -8143399 nChanged 120
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Mstep: Class 1 contains 4391 members 
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	Iteration 59Q: 3 clusters Score -8143461 nChanged 116
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Mstep: Class 1 contains 4325 members 
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	Iteration 60F: 3 clusters Score -8143492 nChanged 103
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Mstep: Class 1 contains 4268 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8143526 nChanged 108
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Mstep: Class 1 contains 4200 members 
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	Iteration 62Q: 3 clusters Score -8143552 nChanged 93
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	Iteration 63Q: 3 clusters Score -8143586 nChanged 89
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	Iteration 64Q: 3 clusters Score -8143614 nChanged 86
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Mstep: Class 1 contains 4054 members 
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	Iteration 65Q: 3 clusters Score -8143642 nChanged 80
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Mstep: Class 1 contains 4020 members 
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Score: -8143656.500000 Penalty: 5421.668457
	Iteration 66Q: 3 clusters Score -8143656 nChanged 70
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Mstep: Class 1 contains 3998 members 
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	Iteration 67Q: 3 clusters Score -8143670 nChanged 49
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Mstep: Class 1 contains 3979 members 
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	Iteration 68Q: 3 clusters Score -8143668 nChanged 35
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Mstep: Class 1 contains 3966 members 
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	Iteration 69Q: 3 clusters Score -8143674 nChanged 33
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	Iteration 70Q: 3 clusters Score -8143680 nChanged 23
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	Iteration 71Q: 3 clusters Score -8143672 nChanged 13
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	Iteration 72Q: 3 clusters Score -8143680 nChanged 6
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	Iteration 73Q: 3 clusters Score -8143684 nChanged 4
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	Iteration 74Q: 3 clusters Score -8143690 nChanged 1
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	Iteration 75Q: 3 clusters Score -8143688 nChanged 3
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	Iteration 76Q: 3 clusters Score -8143678 nChanged 5
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	Iteration 77Q: 3 clusters Score -8143683 nChanged 3
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	Iteration 78Q: 3 clusters Score -8143688 nChanged 5
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	Iteration 79Q: 3 clusters Score -8143694 nChanged 8
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	Iteration 80F: 3 clusters Score -8143698 nChanged 8
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	Iteration 81Q: 3 clusters Score -8143699 nChanged 12
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	Iteration 82Q: 3 clusters Score -8143690 nChanged 9
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	Iteration 83Q: 3 clusters Score -8143687 nChanged 8
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	Iteration 84Q: 3 clusters Score -8143701 nChanged 9
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	Iteration 85Q: 3 clusters Score -8143698 nChanged 11
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	Iteration 86Q: 3 clusters Score -8143698 nChanged 12
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	Iteration 87Q: 3 clusters Score -8143700 nChanged 8
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	Iteration 88Q: 3 clusters Score -8143708 nChanged 8
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	Iteration 89Q: 3 clusters Score -8143710 nChanged 8
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	Iteration 90Q: 3 clusters Score -8143708 nChanged 8
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	Iteration 91Q: 3 clusters Score -8143702 nChanged 5
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	Iteration 92Q: 3 clusters Score -8143704 nChanged 4
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	Iteration 93Q: 3 clusters Score -8143710 nChanged 5
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	Iteration 94Q: 3 clusters Score -8143698 nChanged 3
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	Iteration 95Q: 3 clusters Score -8143699 nChanged 3
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Entering Unmasked Estep 
Score: -8143697.500000 Penalty: 5421.668457
	Iteration 96Q: 3 clusters Score -8143698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -8143699.500000 Penalty: 5421.668457
	Iteration 97Q: 3 clusters Score -8143700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -8143694.000000 Penalty: 5421.668457
	Iteration 98Q: 3 clusters Score -8143694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -8143696.000000 Penalty: 5421.668457
	Iteration 99Q: 3 clusters Score -8143696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -8143695.000000 Penalty: 5421.668457
	Iteration 100F: 3 clusters Score -8143695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -8143696.000000 Penalty: 5421.668457
	Iteration 101Q: 3 clusters Score -8143696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -8143696.000000 Penalty: 5421.668457
	Iteration 102F: 3 clusters Score -8143696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 9441 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 121839 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Entering Unmasked Estep 
Score: -151440256.000000 Penalty: 75372.945312
Splitting cluster 3 changes total score from -151405984.000000 to -151440256.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1261864.875000 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -1261865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1254848.875000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -1254849 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1258047.125000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -1258047 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1259443.250000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -1259443 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1260704.125000 Penalty: 4539.796875
	Iteration 3F: 3 clusters Score -1260704 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1261774.000000 Penalty: 4539.796875
	Iteration 4F: 3 clusters Score -1261774 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1262783.375000 Penalty: 4539.796875
	Iteration 5F: 3 clusters Score -1262783 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1263486.875000 Penalty: 4539.796875
	Iteration 6F: 3 clusters Score -1263487 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1264112.250000 Penalty: 4539.796875
	Iteration 7Q: 3 clusters Score -1264112 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1264860.375000 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -1264860 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1265743.750000 Penalty: 4539.796875
	Iteration 9F: 3 clusters Score -1265744 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1266542.125000 Penalty: 4539.796875
	Iteration 10F: 3 clusters Score -1266542 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1267207.500000 Penalty: 4539.796875
	Iteration 11F: 3 clusters Score -1267208 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1267707.750000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -1267708 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1267967.250000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -1267967 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1268092.375000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -1268092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1268147.500000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -1268148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1268173.750000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -1268174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1268184.875000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -1268185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1268196.750000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -1268197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1268199.625000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -1268200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1268202.375000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -1268202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1268208.625000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -1268209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1268210.375000 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -1268210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1268213.375000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -1268213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1268214.000000 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -1268214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1268216.625000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -1268217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1268216.000000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -1268216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1268217.125000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -1268217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1268220.375000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -1268220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1268223.250000 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -1268223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1268228.125000 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -1268228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1268230.625000 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -1268231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1268236.625000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -1268237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1268235.750000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -1268236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1268232.625000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -1268233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1268232.625000 Penalty: 4539.796875
	Iteration 35F: 3 clusters Score -1268233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 1701 members 
Mstep: Class 6 contains 121839 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Entering Unmasked Estep 
Score: -151444208.000000 Penalty: 78798.984375
Splitting cluster 4 changes total score from -151405984.000000 to -151444208.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -229869.546875 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -229869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -227702.218750 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -227702.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228765.140625 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -228765.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229858.171875 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -229858.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -230924.250000 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -230924.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -231909.484375 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -231909.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -232380.437500 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -232380.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232505.671875 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -232505.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -232623.328125 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -232623.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -232689.531250 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -232689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232724.312500 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -232724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -232748.171875 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -232748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -232766.781250 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -232766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -232779.656250 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -232779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -232806.828125 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -232806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -232833.859375 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -232833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -232840.296875 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -232840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -232841.359375 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -232841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -232848.328125 Penalty: 3689.729980
	Iteration 17F: 3 clusters Score -232848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -232856.859375 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -232856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -232858.250000 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -232858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -232858.250000 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -232858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 121839 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Entering Unmasked Estep 
Score: -151445568.000000 Penalty: 82225.023438
Splitting cluster 5 changes total score from -151405984.000000 to -151445568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (121839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Entering Unmasked Estep 
Score: -19423252.000000 Penalty: 2904.193115
	Iteration 0F: 2 clusters Score -1.942325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -19379630.000000 Penalty: 5808.386230
	Iteration 0F: 3 clusters Score -1.937963e+07 nChanged 57739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -19413494.000000 Penalty: 5808.386230
	Iteration 1F: 3 clusters Score -1.941349e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -19415316.000000 Penalty: 5808.386230
	Iteration 2Q: 3 clusters Score -1.941532e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -19418066.000000 Penalty: 5808.386230
	Iteration 3Q: 3 clusters Score -1.941807e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -19422100.000000 Penalty: 5808.386230
	Iteration 4F: 3 clusters Score -1.94221e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -19427134.000000 Penalty: 5808.386230
	Iteration 5F: 3 clusters Score -1.942713e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -19432264.000000 Penalty: 5808.386230
	Iteration 6F: 3 clusters Score -1.943226e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -19436646.000000 Penalty: 5808.386230
	Iteration 7F: 3 clusters Score -1.943665e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -19440174.000000 Penalty: 5808.386230
	Iteration 8F: 3 clusters Score -1.944017e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -19443632.000000 Penalty: 5808.386230
	Iteration 9Q: 3 clusters Score -1.944363e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -19447372.000000 Penalty: 5808.386230
	Iteration 10Q: 3 clusters Score -1.944737e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -19451602.000000 Penalty: 5808.386230
	Iteration 11Q: 3 clusters Score -1.94516e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -19455726.000000 Penalty: 5808.386230
	Iteration 12Q: 3 clusters Score -1.945573e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -19459026.000000 Penalty: 5808.386230
	Iteration 13Q: 3 clusters Score -1.945903e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -19461486.000000 Penalty: 5808.386230
	Iteration 14Q: 3 clusters Score -1.946149e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -19463616.000000 Penalty: 5808.386230
	Iteration 15Q: 3 clusters Score -1.946362e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -19465344.000000 Penalty: 5808.386230
	Iteration 16Q: 3 clusters Score -1.946534e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -19466474.000000 Penalty: 5808.386230
	Iteration 17Q: 3 clusters Score -1.946647e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -19467040.000000 Penalty: 5808.386230
	Iteration 18Q: 3 clusters Score -1.946704e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -19467356.000000 Penalty: 5808.386230
	Iteration 19Q: 3 clusters Score -1.946736e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71130 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -19467478.000000 Penalty: 5808.386230
	Iteration 20F: 3 clusters Score -1.946748e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -19467514.000000 Penalty: 5808.386230
	Iteration 21Q: 3 clusters Score -1.946751e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -19467500.000000 Penalty: 5808.386230
	Iteration 22Q: 3 clusters Score -1.94675e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -19467536.000000 Penalty: 5808.386230
	Iteration 23Q: 3 clusters Score -1.946754e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -19467530.000000 Penalty: 5808.386230
	Iteration 24Q: 3 clusters Score -1.946753e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72479 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -19467522.000000 Penalty: 5808.386230
	Iteration 25Q: 3 clusters Score -1.946752e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -19467522.000000 Penalty: 5808.386230
	Iteration 26Q: 3 clusters Score -1.946752e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -19467524.000000 Penalty: 5808.386230
	Iteration 27Q: 3 clusters Score -1.946752e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -19467544.000000 Penalty: 5808.386230
	Iteration 28Q: 3 clusters Score -1.946754e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -19467518.000000 Penalty: 5808.386230
	Iteration 29Q: 3 clusters Score -1.946752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -19467530.000000 Penalty: 5808.386230
	Iteration 30Q: 3 clusters Score -1.946753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -19467518.000000 Penalty: 5808.386230
	Iteration 31Q: 3 clusters Score -1.946752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -19467520.000000 Penalty: 5808.386230
	Iteration 32Q: 3 clusters Score -1.946752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -19467556.000000 Penalty: 5808.386230
	Iteration 33Q: 3 clusters Score -1.946756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -19467556.000000 Penalty: 5808.386230
	Iteration 34Q: 3 clusters Score -1.946756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -19467534.000000 Penalty: 5808.386230
	Iteration 35Q: 3 clusters Score -1.946753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -19467564.000000 Penalty: 5808.386230
	Iteration 36Q: 3 clusters Score -1.946756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -19467558.000000 Penalty: 5808.386230
	Iteration 37Q: 3 clusters Score -1.946756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -19467552.000000 Penalty: 5808.386230
	Iteration 38Q: 3 clusters Score -1.946755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -19467558.000000 Penalty: 5808.386230
	Iteration 39Q: 3 clusters Score -1.946756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -19467554.000000 Penalty: 5808.386230
	Iteration 40F: 3 clusters Score -1.946755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 107936 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Entering Unmasked Estep 
Score: -151482448.000000 Penalty: 85651.070312
Splitting cluster 6 changes total score from -151405984.000000 to -151482448.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (107936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Entering Unmasked Estep 
Score: -17039106.000000 Penalty: 2874.144775
	Iteration 0F: 2 clusters Score -1.703911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -16985206.000000 Penalty: 5748.289551
	Iteration 0F: 3 clusters Score -1.698521e+07 nChanged 51220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -17016824.000000 Penalty: 5748.289551
	Iteration 1F: 3 clusters Score -1.701682e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -17020192.000000 Penalty: 5748.289551
	Iteration 2F: 3 clusters Score -1.702019e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -17024648.000000 Penalty: 5748.289551
	Iteration 3F: 3 clusters Score -1.702465e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -17029494.000000 Penalty: 5748.289551
	Iteration 4F: 3 clusters Score -1.702949e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -17034128.000000 Penalty: 5748.289551
	Iteration 5F: 3 clusters Score -1.703413e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -17038644.000000 Penalty: 5748.289551
	Iteration 6F: 3 clusters Score -1.703864e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -17042598.000000 Penalty: 5748.289551
	Iteration 7F: 3 clusters Score -1.70426e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -17045732.000000 Penalty: 5748.289551
	Iteration 8Q: 3 clusters Score -1.704573e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -17048298.000000 Penalty: 5748.289551
	Iteration 9Q: 3 clusters Score -1.70483e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -17050516.000000 Penalty: 5748.289551
	Iteration 10Q: 3 clusters Score -1.705052e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -17052590.000000 Penalty: 5748.289551
	Iteration 11Q: 3 clusters Score -1.705259e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -17054500.000000 Penalty: 5748.289551
	Iteration 12Q: 3 clusters Score -1.70545e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -17056598.000000 Penalty: 5748.289551
	Iteration 13Q: 3 clusters Score -1.70566e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -17058560.000000 Penalty: 5748.289551
	Iteration 14Q: 3 clusters Score -1.705856e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -17060186.000000 Penalty: 5748.289551
	Iteration 15Q: 3 clusters Score -1.706019e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -17061394.000000 Penalty: 5748.289551
	Iteration 16Q: 3 clusters Score -1.706139e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -17062408.000000 Penalty: 5748.289551
	Iteration 17Q: 3 clusters Score -1.706241e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -17063088.000000 Penalty: 5748.289551
	Iteration 18Q: 3 clusters Score -1.706309e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88731 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -17063538.000000 Penalty: 5748.289551
	Iteration 19Q: 3 clusters Score -1.706354e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -17063832.000000 Penalty: 5748.289551
	Iteration 20F: 3 clusters Score -1.706383e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -17064032.000000 Penalty: 5748.289551
	Iteration 21Q: 3 clusters Score -1.706403e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -17064082.000000 Penalty: 5748.289551
	Iteration 22Q: 3 clusters Score -1.706408e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -17064090.000000 Penalty: 5748.289551
	Iteration 23Q: 3 clusters Score -1.706409e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -17064062.000000 Penalty: 5748.289551
	Iteration 24Q: 3 clusters Score -1.706406e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -17064026.000000 Penalty: 5748.289551
	Iteration 25Q: 3 clusters Score -1.706403e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -17064002.000000 Penalty: 5748.289551
	Iteration 26Q: 3 clusters Score -1.7064e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -17063986.000000 Penalty: 5748.289551
	Iteration 27Q: 3 clusters Score -1.706399e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -17063958.000000 Penalty: 5748.289551
	Iteration 28Q: 3 clusters Score -1.706396e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -17063988.000000 Penalty: 5748.289551
	Iteration 29Q: 3 clusters Score -1.706399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -17063982.000000 Penalty: 5748.289551
	Iteration 30Q: 3 clusters Score -1.706398e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -17063996.000000 Penalty: 5748.289551
	Iteration 31Q: 3 clusters Score -1.7064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -17064008.000000 Penalty: 5748.289551
	Iteration 32Q: 3 clusters Score -1.706401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -17064002.000000 Penalty: 5748.289551
	Iteration 33Q: 3 clusters Score -1.7064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -17063994.000000 Penalty: 5748.289551
	Iteration 34Q: 3 clusters Score -1.706399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -17063990.000000 Penalty: 5748.289551
	Iteration 35Q: 3 clusters Score -1.706399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -17063990.000000 Penalty: 5748.289551
	Iteration 36Q: 3 clusters Score -1.706399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -17063990.000000 Penalty: 5748.289551
	Iteration 37Q: 3 clusters Score -1.706399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -17063984.000000 Penalty: 5748.289551
	Iteration 38Q: 3 clusters Score -1.706398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -17063984.000000 Penalty: 5748.289551
	Iteration 39F: 3 clusters Score -1.706398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Entering Unmasked Estep 
Score: -151505920.000000 Penalty: 89077.109375
Splitting cluster 7 changes total score from -151405984.000000 to -151505920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (20172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Entering Unmasked Estep 
Score: -2798706.250000 Penalty: 2458.188721
	Iteration 0F: 2 clusters Score -2798706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2784664.000000 Penalty: 4916.377441
	Iteration 0F: 3 clusters Score -2784664 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2792012.750000 Penalty: 4916.377441
	Iteration 1F: 3 clusters Score -2792013 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2796599.250000 Penalty: 4916.377441
	Iteration 2F: 3 clusters Score -2796599 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2799688.000000 Penalty: 4916.377441
	Iteration 3F: 3 clusters Score -2799688 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2801570.250000 Penalty: 4916.377441
	Iteration 4F: 3 clusters Score -2801570 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2803078.250000 Penalty: 4916.377441
	Iteration 5F: 3 clusters Score -2803078 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2804424.500000 Penalty: 4916.377441
	Iteration 6F: 3 clusters Score -2804424 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2805805.750000 Penalty: 4916.377441
	Iteration 7F: 3 clusters Score -2805806 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2807865.250000 Penalty: 4916.377441
	Iteration 8Q: 3 clusters Score -2807865 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2809591.000000 Penalty: 4916.377441
	Iteration 9Q: 3 clusters Score -2809591 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2810680.750000 Penalty: 4916.377441
	Iteration 10Q: 3 clusters Score -2810681 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2811292.250000 Penalty: 4916.377441
	Iteration 11Q: 3 clusters Score -2811292 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2811500.500000 Penalty: 4916.377441
	Iteration 12Q: 3 clusters Score -2811500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2811586.250000 Penalty: 4916.377441
	Iteration 13Q: 3 clusters Score -2811586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2811621.250000 Penalty: 4916.377441
	Iteration 14Q: 3 clusters Score -2811621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2811656.000000 Penalty: 4916.377441
	Iteration 15Q: 3 clusters Score -2811656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2811687.000000 Penalty: 4916.377441
	Iteration 16Q: 3 clusters Score -2811687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2811710.250000 Penalty: 4916.377441
	Iteration 17Q: 3 clusters Score -2811710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2811732.750000 Penalty: 4916.377441
	Iteration 18Q: 3 clusters Score -2811733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2811753.500000 Penalty: 4916.377441
	Iteration 19Q: 3 clusters Score -2811754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2811770.250000 Penalty: 4916.377441
	Iteration 20F: 3 clusters Score -2811770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2811798.500000 Penalty: 4916.377441
	Iteration 21Q: 3 clusters Score -2811798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2811806.750000 Penalty: 4916.377441
	Iteration 22Q: 3 clusters Score -2811807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2811820.500000 Penalty: 4916.377441
	Iteration 23Q: 3 clusters Score -2811820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2811824.250000 Penalty: 4916.377441
	Iteration 24Q: 3 clusters Score -2811824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2811834.500000 Penalty: 4916.377441
	Iteration 25Q: 3 clusters Score -2811834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2811825.500000 Penalty: 4916.377441
	Iteration 26Q: 3 clusters Score -2811826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2811830.750000 Penalty: 4916.377441
	Iteration 27Q: 3 clusters Score -2811831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2811834.750000 Penalty: 4916.377441
	Iteration 28Q: 3 clusters Score -2811835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2811835.000000 Penalty: 4916.377441
	Iteration 29Q: 3 clusters Score -2811835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2811832.750000 Penalty: 4916.377441
	Iteration 30Q: 3 clusters Score -2811833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2811832.250000 Penalty: 4916.377441
	Iteration 31Q: 3 clusters Score -2811832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2811837.250000 Penalty: 4916.377441
	Iteration 32Q: 3 clusters Score -2811837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2811836.500000 Penalty: 4916.377441
	Iteration 33Q: 3 clusters Score -2811836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2811835.250000 Penalty: 4916.377441
	Iteration 34Q: 3 clusters Score -2811835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2811839.250000 Penalty: 4916.377441
	Iteration 35Q: 3 clusters Score -2811839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2811835.000000 Penalty: 4916.377441
	Iteration 36Q: 3 clusters Score -2811835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2811835.250000 Penalty: 4916.377441
	Iteration 37Q: 3 clusters Score -2811835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2811832.250000 Penalty: 4916.377441
	Iteration 38Q: 3 clusters Score -2811832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2811836.500000 Penalty: 4916.377441
	Iteration 39Q: 3 clusters Score -2811836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2811839.500000 Penalty: 4916.377441
	Iteration 40F: 3 clusters Score -2811840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 129790 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Entering Unmasked Estep 
Score: -151518400.000000 Penalty: 92503.156250
Splitting cluster 8 changes total score from -151405984.000000 to -151518400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (129790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129790 members 
Entering Unmasked Estep 
Score: -20474538.000000 Penalty: 2919.870850
	Iteration 0F: 2 clusters Score -2.047454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -20422966.000000 Penalty: 5839.741699
	Iteration 0F: 3 clusters Score -2.042297e+07 nChanged 61787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -20459176.000000 Penalty: 5839.741699
	Iteration 1F: 3 clusters Score -2.045918e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -20461136.000000 Penalty: 5839.741699
	Iteration 2Q: 3 clusters Score -2.046114e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -20463518.000000 Penalty: 5839.741699
	Iteration 3F: 3 clusters Score -2.046352e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -20465580.000000 Penalty: 5839.741699
	Iteration 4F: 3 clusters Score -2.046558e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93153 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -20467686.000000 Penalty: 5839.741699
	Iteration 5F: 3 clusters Score -2.046769e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -20470228.000000 Penalty: 5839.741699
	Iteration 6F: 3 clusters Score -2.047023e+07 nChanged 7215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -20473618.000000 Penalty: 5839.741699
	Iteration 7F: 3 clusters Score -2.047362e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -20476974.000000 Penalty: 5839.741699
	Iteration 8F: 3 clusters Score -2.047697e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -20479748.000000 Penalty: 5839.741699
	Iteration 9Q: 3 clusters Score -2.047975e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94718 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -20481582.000000 Penalty: 5839.741699
	Iteration 10Q: 3 clusters Score -2.048158e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -20482758.000000 Penalty: 5839.741699
	Iteration 11Q: 3 clusters Score -2.048276e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -20483704.000000 Penalty: 5839.741699
	Iteration 12Q: 3 clusters Score -2.04837e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -20484826.000000 Penalty: 5839.741699
	Iteration 13Q: 3 clusters Score -2.048483e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -20486114.000000 Penalty: 5839.741699
	Iteration 14Q: 3 clusters Score -2.048611e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -20487538.000000 Penalty: 5839.741699
	Iteration 15Q: 3 clusters Score -2.048754e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -20488776.000000 Penalty: 5839.741699
	Iteration 16Q: 3 clusters Score -2.048878e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -20489902.000000 Penalty: 5839.741699
	Iteration 17Q: 3 clusters Score -2.04899e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -20490946.000000 Penalty: 5839.741699
	Iteration 18Q: 3 clusters Score -2.049095e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -20491796.000000 Penalty: 5839.741699
	Iteration 19Q: 3 clusters Score -2.04918e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -20492794.000000 Penalty: 5839.741699
	Iteration 20F: 3 clusters Score -2.049279e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -20494056.000000 Penalty: 5839.741699
	Iteration 21Q: 3 clusters Score -2.049406e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -20495434.000000 Penalty: 5839.741699
	Iteration 22Q: 3 clusters Score -2.049543e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -20496942.000000 Penalty: 5839.741699
	Iteration 23Q: 3 clusters Score -2.049694e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -20498476.000000 Penalty: 5839.741699
	Iteration 24Q: 3 clusters Score -2.049848e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -20500086.000000 Penalty: 5839.741699
	Iteration 25Q: 3 clusters Score -2.050009e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -20501030.000000 Penalty: 5839.741699
	Iteration 26Q: 3 clusters Score -2.050103e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -20501490.000000 Penalty: 5839.741699
	Iteration 27Q: 3 clusters Score -2.050149e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -20501572.000000 Penalty: 5839.741699
	Iteration 28Q: 3 clusters Score -2.050157e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -20501516.000000 Penalty: 5839.741699
	Iteration 29Q: 3 clusters Score -2.050152e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -20501380.000000 Penalty: 5839.741699
	Iteration 30Q: 3 clusters Score -2.050138e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -20501174.000000 Penalty: 5839.741699
	Iteration 31Q: 3 clusters Score -2.050117e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -20500996.000000 Penalty: 5839.741699
	Iteration 32Q: 3 clusters Score -2.0501e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -20500934.000000 Penalty: 5839.741699
	Iteration 33Q: 3 clusters Score -2.050093e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -20500858.000000 Penalty: 5839.741699
	Iteration 34Q: 3 clusters Score -2.050086e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -20500806.000000 Penalty: 5839.741699
	Iteration 35Q: 3 clusters Score -2.050081e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -20500790.000000 Penalty: 5839.741699
	Iteration 36Q: 3 clusters Score -2.050079e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -20500778.000000 Penalty: 5839.741699
	Iteration 37Q: 3 clusters Score -2.050078e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -20500770.000000 Penalty: 5839.741699
	Iteration 38Q: 3 clusters Score -2.050077e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -20500742.000000 Penalty: 5839.741699
	Iteration 39Q: 3 clusters Score -2.050074e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -20501108.000000 Penalty: 5839.741699
	Iteration 40F: 3 clusters Score -2.050111e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -20500884.000000 Penalty: 5839.741699
	Iteration 41Q: 3 clusters Score -2.050088e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -20500732.000000 Penalty: 5839.741699
	Iteration 42Q: 3 clusters Score -2.050073e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -20500630.000000 Penalty: 5839.741699
	Iteration 43Q: 3 clusters Score -2.050063e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -20500540.000000 Penalty: 5839.741699
	Iteration 44Q: 3 clusters Score -2.050054e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -20500514.000000 Penalty: 5839.741699
	Iteration 45Q: 3 clusters Score -2.050051e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -20500442.000000 Penalty: 5839.741699
	Iteration 46Q: 3 clusters Score -2.050044e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -20500428.000000 Penalty: 5839.741699
	Iteration 47Q: 3 clusters Score -2.050043e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -20500352.000000 Penalty: 5839.741699
	Iteration 48Q: 3 clusters Score -2.050035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -20500298.000000 Penalty: 5839.741699
	Iteration 49Q: 3 clusters Score -2.05003e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -20500256.000000 Penalty: 5839.741699
	Iteration 50Q: 3 clusters Score -2.050026e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 89489 members 
Entering Unmasked Estep 
Score: -20500194.000000 Penalty: 5839.741699
	Iteration 51Q: 3 clusters Score -2.050019e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -20500166.000000 Penalty: 5839.741699
	Iteration 52Q: 3 clusters Score -2.050017e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -20500154.000000 Penalty: 5839.741699
	Iteration 53Q: 3 clusters Score -2.050015e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -20500146.000000 Penalty: 5839.741699
	Iteration 54Q: 3 clusters Score -2.050015e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -20500128.000000 Penalty: 5839.741699
	Iteration 55Q: 3 clusters Score -2.050013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -20500110.000000 Penalty: 5839.741699
	Iteration 56Q: 3 clusters Score -2.050011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -20500066.000000 Penalty: 5839.741699
	Iteration 57Q: 3 clusters Score -2.050007e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -20500048.000000 Penalty: 5839.741699
	Iteration 58Q: 3 clusters Score -2.050005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -20500048.000000 Penalty: 5839.741699
	Iteration 59Q: 3 clusters Score -2.050005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -20500022.000000 Penalty: 5839.741699
	Iteration 60F: 3 clusters Score -2.050002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -20500046.000000 Penalty: 5839.741699
	Iteration 61Q: 3 clusters Score -2.050005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -20500042.000000 Penalty: 5839.741699
	Iteration 62Q: 3 clusters Score -2.050004e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -20500054.000000 Penalty: 5839.741699
	Iteration 63Q: 3 clusters Score -2.050005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -20500050.000000 Penalty: 5839.741699
	Iteration 64Q: 3 clusters Score -2.050005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -20500024.000000 Penalty: 5839.741699
	Iteration 65Q: 3 clusters Score -2.050002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -20500014.000000 Penalty: 5839.741699
	Iteration 66Q: 3 clusters Score -2.050001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -20500022.000000 Penalty: 5839.741699
	Iteration 67Q: 3 clusters Score -2.050002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -20500022.000000 Penalty: 5839.741699
	Iteration 68Q: 3 clusters Score -2.050002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 89955 members 
Entering Unmasked Estep 
Score: -20500012.000000 Penalty: 5839.741699
	Iteration 69Q: 3 clusters Score -2.050001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -20500016.000000 Penalty: 5839.741699
	Iteration 70Q: 3 clusters Score -2.050002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -20500016.000000 Penalty: 5839.741699
	Iteration 71Q: 3 clusters Score -2.050002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -20500016.000000 Penalty: 5839.741699
	Iteration 72Q: 3 clusters Score -2.050002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -20500008.000000 Penalty: 5839.741699
	Iteration 73Q: 3 clusters Score -2.050001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 90008 members 
Entering Unmasked Estep 
Score: -20500002.000000 Penalty: 5839.741699
	Iteration 74Q: 3 clusters Score -2.05e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -20499988.000000 Penalty: 5839.741699
	Iteration 75Q: 3 clusters Score -2.049999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -20499986.000000 Penalty: 5839.741699
	Iteration 76Q: 3 clusters Score -2.049999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -20499960.000000 Penalty: 5839.741699
	Iteration 77Q: 3 clusters Score -2.049996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -20499976.000000 Penalty: 5839.741699
	Iteration 78Q: 3 clusters Score -2.049998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -20499956.000000 Penalty: 5839.741699
	Iteration 79Q: 3 clusters Score -2.049996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -20499962.000000 Penalty: 5839.741699
	Iteration 80F: 3 clusters Score -2.049996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -20499946.000000 Penalty: 5839.741699
	Iteration 81Q: 3 clusters Score -2.049995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -20499950.000000 Penalty: 5839.741699
	Iteration 82Q: 3 clusters Score -2.049995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -20499946.000000 Penalty: 5839.741699
	Iteration 83Q: 3 clusters Score -2.049995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -20499950.000000 Penalty: 5839.741699
	Iteration 84Q: 3 clusters Score -2.049995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -20499954.000000 Penalty: 5839.741699
	Iteration 85Q: 3 clusters Score -2.049995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -20499952.000000 Penalty: 5839.741699
	Iteration 86Q: 3 clusters Score -2.049995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -20499944.000000 Penalty: 5839.741699
	Iteration 87Q: 3 clusters Score -2.049994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -20499932.000000 Penalty: 5839.741699
	Iteration 88Q: 3 clusters Score -2.049993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -20499940.000000 Penalty: 5839.741699
	Iteration 89Q: 3 clusters Score -2.049994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -20499950.000000 Penalty: 5839.741699
	Iteration 90Q: 3 clusters Score -2.049995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -20499946.000000 Penalty: 5839.741699
	Iteration 91Q: 3 clusters Score -2.049995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -20499936.000000 Penalty: 5839.741699
	Iteration 92Q: 3 clusters Score -2.049994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -20499944.000000 Penalty: 5839.741699
	Iteration 93Q: 3 clusters Score -2.049994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -20499946.000000 Penalty: 5839.741699
	Iteration 94Q: 3 clusters Score -2.049995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -20499946.000000 Penalty: 5839.741699
	Iteration 95Q: 3 clusters Score -2.049995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -20499936.000000 Penalty: 5839.741699
	Iteration 96Q: 3 clusters Score -2.049994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -20499938.000000 Penalty: 5839.741699
	Iteration 97Q: 3 clusters Score -2.049994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -20499938.000000 Penalty: 5839.741699
	Iteration 98Q: 3 clusters Score -2.049994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -20499936.000000 Penalty: 5839.741699
	Iteration 99Q: 3 clusters Score -2.049994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 90135 members 
Entering Unmasked Estep 
Score: -20499922.000000 Penalty: 5839.741699
	Iteration 100F: 3 clusters Score -2.049992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -20499926.000000 Penalty: 5839.741699
	Iteration 101Q: 3 clusters Score -2.049993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -20499926.000000 Penalty: 5839.741699
	Iteration 102F: 3 clusters Score -2.049993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 63870 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Entering Unmasked Estep 
Score: -151540864.000000 Penalty: 95929.195312
Splitting cluster 9 changes total score from -151405984.000000 to -151540864.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (63870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Entering Unmasked Estep 
Score: -9485738.000000 Penalty: 2744.021973
	Iteration 0F: 2 clusters Score -9485738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -9442978.000000 Penalty: 5488.043945
	Iteration 0F: 3 clusters Score -9442978 nChanged 29897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -9464024.000000 Penalty: 5488.043945
	Iteration 1F: 3 clusters Score -9464024 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9471020.000000 Penalty: 5488.043945
	Iteration 2F: 3 clusters Score -9471020 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -9477850.000000 Penalty: 5488.043945
	Iteration 3F: 3 clusters Score -9477850 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -9481823.000000 Penalty: 5488.043945
	Iteration 4F: 3 clusters Score -9481823 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -9483622.000000 Penalty: 5488.043945
	Iteration 5F: 3 clusters Score -9483622 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -9484538.000000 Penalty: 5488.043945
	Iteration 6Q: 3 clusters Score -9484538 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -9485202.000000 Penalty: 5488.043945
	Iteration 7Q: 3 clusters Score -9485202 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -9485534.000000 Penalty: 5488.043945
	Iteration 8Q: 3 clusters Score -9485534 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -9485929.000000 Penalty: 5488.043945
	Iteration 9Q: 3 clusters Score -9485929 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -9486250.000000 Penalty: 5488.043945
	Iteration 10Q: 3 clusters Score -9486250 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -9486597.000000 Penalty: 5488.043945
	Iteration 11Q: 3 clusters Score -9486597 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -9486932.000000 Penalty: 5488.043945
	Iteration 12Q: 3 clusters Score -9486932 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -9487297.000000 Penalty: 5488.043945
	Iteration 13Q: 3 clusters Score -9487297 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -9487739.000000 Penalty: 5488.043945
	Iteration 14Q: 3 clusters Score -9487739 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -9488266.000000 Penalty: 5488.043945
	Iteration 15Q: 3 clusters Score -9488266 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9488802.000000 Penalty: 5488.043945
	Iteration 16Q: 3 clusters Score -9488802 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -9489277.000000 Penalty: 5488.043945
	Iteration 17Q: 3 clusters Score -9489277 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -9489697.000000 Penalty: 5488.043945
	Iteration 18Q: 3 clusters Score -9489697 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9490070.000000 Penalty: 5488.043945
	Iteration 19Q: 3 clusters Score -9490070 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -9490363.000000 Penalty: 5488.043945
	Iteration 20F: 3 clusters Score -9490363 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -9490643.000000 Penalty: 5488.043945
	Iteration 21Q: 3 clusters Score -9490643 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -9490850.000000 Penalty: 5488.043945
	Iteration 22Q: 3 clusters Score -9490850 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -9491094.000000 Penalty: 5488.043945
	Iteration 23Q: 3 clusters Score -9491094 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -9491394.000000 Penalty: 5488.043945
	Iteration 24Q: 3 clusters Score -9491394 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -9491638.000000 Penalty: 5488.043945
	Iteration 25Q: 3 clusters Score -9491638 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -9491975.000000 Penalty: 5488.043945
	Iteration 26Q: 3 clusters Score -9491975 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -9492217.000000 Penalty: 5488.043945
	Iteration 27Q: 3 clusters Score -9492217 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -9492302.000000 Penalty: 5488.043945
	Iteration 28Q: 3 clusters Score -9492302 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -9492370.000000 Penalty: 5488.043945
	Iteration 29Q: 3 clusters Score -9492370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -9492385.000000 Penalty: 5488.043945
	Iteration 30Q: 3 clusters Score -9492385 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -9492422.000000 Penalty: 5488.043945
	Iteration 31Q: 3 clusters Score -9492422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -9492414.000000 Penalty: 5488.043945
	Iteration 32Q: 3 clusters Score -9492414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -9492422.000000 Penalty: 5488.043945
	Iteration 33Q: 3 clusters Score -9492422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -9492410.000000 Penalty: 5488.043945
	Iteration 34Q: 3 clusters Score -9492410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -9492400.000000 Penalty: 5488.043945
	Iteration 35Q: 3 clusters Score -9492400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -9492419.000000 Penalty: 5488.043945
	Iteration 36Q: 3 clusters Score -9492419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -9492412.000000 Penalty: 5488.043945
	Iteration 37Q: 3 clusters Score -9492412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -9492420.000000 Penalty: 5488.043945
	Iteration 38Q: 3 clusters Score -9492420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -9492417.000000 Penalty: 5488.043945
	Iteration 39Q: 3 clusters Score -9492417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -9492421.000000 Penalty: 5488.043945
	Iteration 40F: 3 clusters Score -9492421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -9492420.000000 Penalty: 5488.043945
	Iteration 41Q: 3 clusters Score -9492420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -9492418.000000 Penalty: 5488.043945
	Iteration 42Q: 3 clusters Score -9492418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -9492410.000000 Penalty: 5488.043945
	Iteration 43Q: 3 clusters Score -9492410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -9492410.000000 Penalty: 5488.043945
	Iteration 44F: 3 clusters Score -9492410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 13040 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Entering Unmasked Estep 
Score: -151546912.000000 Penalty: 99355.242188
Splitting cluster 10 changes total score from -151405984.000000 to -151546912.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (13040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Entering Unmasked Estep 
Score: -2010646.375000 Penalty: 2349.992676
	Iteration 0F: 2 clusters Score -2010646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2001158.500000 Penalty: 4699.985352
	Iteration 0F: 3 clusters Score -2001158 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2004885.750000 Penalty: 4699.985352
	Iteration 1F: 3 clusters Score -2004886 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2006309.500000 Penalty: 4699.985352
	Iteration 2F: 3 clusters Score -2006310 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2007809.625000 Penalty: 4699.985352
	Iteration 3F: 3 clusters Score -2007810 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2009016.125000 Penalty: 4699.985352
	Iteration 4F: 3 clusters Score -2009016 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2009875.000000 Penalty: 4699.985352
	Iteration 5F: 3 clusters Score -2009875 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2010417.625000 Penalty: 4699.985352
	Iteration 6F: 3 clusters Score -2010418 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2010829.500000 Penalty: 4699.985352
	Iteration 7Q: 3 clusters Score -2010830 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2011129.375000 Penalty: 4699.985352
	Iteration 8Q: 3 clusters Score -2011129 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2011369.500000 Penalty: 4699.985352
	Iteration 9Q: 3 clusters Score -2011370 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2011546.250000 Penalty: 4699.985352
	Iteration 10Q: 3 clusters Score -2011546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2011677.125000 Penalty: 4699.985352
	Iteration 11Q: 3 clusters Score -2011677 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2011768.625000 Penalty: 4699.985352
	Iteration 12Q: 3 clusters Score -2011769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2011819.500000 Penalty: 4699.985352
	Iteration 13Q: 3 clusters Score -2011820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2011856.500000 Penalty: 4699.985352
	Iteration 14Q: 3 clusters Score -2011856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2011878.625000 Penalty: 4699.985352
	Iteration 15Q: 3 clusters Score -2011879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2011897.625000 Penalty: 4699.985352
	Iteration 16Q: 3 clusters Score -2011898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2011917.500000 Penalty: 4699.985352
	Iteration 17Q: 3 clusters Score -2011918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2011930.250000 Penalty: 4699.985352
	Iteration 18Q: 3 clusters Score -2011930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2011935.000000 Penalty: 4699.985352
	Iteration 19Q: 3 clusters Score -2011935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2011939.750000 Penalty: 4699.985352
	Iteration 20F: 3 clusters Score -2011940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2011945.250000 Penalty: 4699.985352
	Iteration 21Q: 3 clusters Score -2011945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2011950.250000 Penalty: 4699.985352
	Iteration 22Q: 3 clusters Score -2011950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2011952.875000 Penalty: 4699.985352
	Iteration 23Q: 3 clusters Score -2011953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2011954.375000 Penalty: 4699.985352
	Iteration 24Q: 3 clusters Score -2011954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2011952.250000 Penalty: 4699.985352
	Iteration 25Q: 3 clusters Score -2011952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2011951.250000 Penalty: 4699.985352
	Iteration 26Q: 3 clusters Score -2011951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2011953.875000 Penalty: 4699.985352
	Iteration 27Q: 3 clusters Score -2011954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2011952.875000 Penalty: 4699.985352
	Iteration 28Q: 3 clusters Score -2011953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2011952.875000 Penalty: 4699.985352
	Iteration 29F: 3 clusters Score -2011953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 27241 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Entering Unmasked Estep 
Score: -151547424.000000 Penalty: 102781.281250
Splitting cluster 11 changes total score from -151405984.000000 to -151547424.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (27241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Entering Unmasked Estep 
Score: -4167363.000000 Penalty: 2532.694824
	Iteration 0F: 2 clusters Score -4167363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -4148809.500000 Penalty: 5065.389648
	Iteration 0F: 3 clusters Score -4148810 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -4157668.750000 Penalty: 5065.389648
	Iteration 1F: 3 clusters Score -4157669 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4163748.750000 Penalty: 5065.389648
	Iteration 2F: 3 clusters Score -4163749 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4168793.000000 Penalty: 5065.389648
	Iteration 3F: 3 clusters Score -4168793 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4171345.750000 Penalty: 5065.389648
	Iteration 4F: 3 clusters Score -4171346 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4173298.500000 Penalty: 5065.389648
	Iteration 5F: 3 clusters Score -4173298 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4174376.500000 Penalty: 5065.389648
	Iteration 6F: 3 clusters Score -4174376 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4174963.750000 Penalty: 5065.389648
	Iteration 7Q: 3 clusters Score -4174964 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -4175348.750000 Penalty: 5065.389648
	Iteration 8Q: 3 clusters Score -4175349 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4175642.500000 Penalty: 5065.389648
	Iteration 9Q: 3 clusters Score -4175642 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4175918.250000 Penalty: 5065.389648
	Iteration 10Q: 3 clusters Score -4175918 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4176117.000000 Penalty: 5065.389648
	Iteration 11Q: 3 clusters Score -4176117 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4176309.500000 Penalty: 5065.389648
	Iteration 12Q: 3 clusters Score -4176310 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4176537.500000 Penalty: 5065.389648
	Iteration 13Q: 3 clusters Score -4176538 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -4176783.500000 Penalty: 5065.389648
	Iteration 14Q: 3 clusters Score -4176784 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4177106.000000 Penalty: 5065.389648
	Iteration 15Q: 3 clusters Score -4177106 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4177561.250000 Penalty: 5065.389648
	Iteration 16Q: 3 clusters Score -4177561 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4178149.250000 Penalty: 5065.389648
	Iteration 17Q: 3 clusters Score -4178149 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4178697.750000 Penalty: 5065.389648
	Iteration 18Q: 3 clusters Score -4178698 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4179213.750000 Penalty: 5065.389648
	Iteration 19Q: 3 clusters Score -4179214 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4179655.500000 Penalty: 5065.389648
	Iteration 20F: 3 clusters Score -4179656 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4179922.500000 Penalty: 5065.389648
	Iteration 21Q: 3 clusters Score -4179922 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -4180019.250000 Penalty: 5065.389648
	Iteration 22Q: 3 clusters Score -4180019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4180045.750000 Penalty: 5065.389648
	Iteration 23Q: 3 clusters Score -4180046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4180062.000000 Penalty: 5065.389648
	Iteration 24Q: 3 clusters Score -4180062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4180060.250000 Penalty: 5065.389648
	Iteration 25Q: 3 clusters Score -4180060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4180067.000000 Penalty: 5065.389648
	Iteration 26Q: 3 clusters Score -4180067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4180069.000000 Penalty: 5065.389648
	Iteration 27Q: 3 clusters Score -4180069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4180079.000000 Penalty: 5065.389648
	Iteration 28Q: 3 clusters Score -4180079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4180079.000000 Penalty: 5065.389648
	Iteration 29F: 3 clusters Score -4180079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 37569 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Entering Unmasked Estep 
Score: -151559888.000000 Penalty: 106207.328125
Splitting cluster 12 changes total score from -151405984.000000 to -151559888.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (37569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Entering Unmasked Estep 
Score: -5487305.500000 Penalty: 2612.415771
	Iteration 0F: 2 clusters Score -5487306 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 18698 members 
Entering Unmasked Estep 
Score: -5462003.000000 Penalty: 5224.831543
	Iteration 0F: 3 clusters Score -5462003 nChanged 17137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5474534.500000 Penalty: 5224.831543
	Iteration 1F: 3 clusters Score -5474534 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5478581.000000 Penalty: 5224.831543
	Iteration 2F: 3 clusters Score -5478581 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -5482239.500000 Penalty: 5224.831543
	Iteration 3F: 3 clusters Score -5482240 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5484590.000000 Penalty: 5224.831543
	Iteration 4F: 3 clusters Score -5484590 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -5485987.500000 Penalty: 5224.831543
	Iteration 5F: 3 clusters Score -5485988 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5486787.500000 Penalty: 5224.831543
	Iteration 6Q: 3 clusters Score -5486788 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5487159 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5487407.000000 Penalty: 5224.831543
	Iteration 8Q: 3 clusters Score -5487407 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -5487621.500000 Penalty: 5224.831543
	Iteration 9Q: 3 clusters Score -5487622 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5487808.500000 Penalty: 5224.831543
	Iteration 10Q: 3 clusters Score -5487808 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5488012.500000 Penalty: 5224.831543
	Iteration 11Q: 3 clusters Score -5488012 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5488204.000000 Penalty: 5224.831543
	Iteration 12Q: 3 clusters Score -5488204 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -5488404.500000 Penalty: 5224.831543
	Iteration 13Q: 3 clusters Score -5488404 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5488624.000000 Penalty: 5224.831543
	Iteration 14Q: 3 clusters Score -5488624 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -5488874.000000 Penalty: 5224.831543
	Iteration 15Q: 3 clusters Score -5488874 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -5489124.000000 Penalty: 5224.831543
	Iteration 16Q: 3 clusters Score -5489124 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -5489325.500000 Penalty: 5224.831543
	Iteration 17Q: 3 clusters Score -5489326 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -5489492.500000 Penalty: 5224.831543
	Iteration 18Q: 3 clusters Score -5489492 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -5489587.000000 Penalty: 5224.831543
	Iteration 19Q: 3 clusters Score -5489587 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -5489664.000000 Penalty: 5224.831543
	Iteration 20F: 3 clusters Score -5489664 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5489726.000000 Penalty: 5224.831543
	Iteration 21Q: 3 clusters Score -5489726 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -5489792.500000 Penalty: 5224.831543
	Iteration 22Q: 3 clusters Score -5489792 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -5489837.500000 Penalty: 5224.831543
	Iteration 23Q: 3 clusters Score -5489838 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -5489887.500000 Penalty: 5224.831543
	Iteration 24Q: 3 clusters Score -5489888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -5489917.000000 Penalty: 5224.831543
	Iteration 25Q: 3 clusters Score -5489917 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5489941.000000 Penalty: 5224.831543
	Iteration 26Q: 3 clusters Score -5489941 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5489949.000000 Penalty: 5224.831543
	Iteration 27Q: 3 clusters Score -5489949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -5489982.000000 Penalty: 5224.831543
	Iteration 28Q: 3 clusters Score -5489982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -5490012.500000 Penalty: 5224.831543
	Iteration 29Q: 3 clusters Score -5490012 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5490018.500000 Penalty: 5224.831543
	Iteration 30Q: 3 clusters Score -5490018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -5490028.000000 Penalty: 5224.831543
	Iteration 31Q: 3 clusters Score -5490028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -5490052.500000 Penalty: 5224.831543
	Iteration 32Q: 3 clusters Score -5490052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5490070.000000 Penalty: 5224.831543
	Iteration 33Q: 3 clusters Score -5490070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5490074.000000 Penalty: 5224.831543
	Iteration 34Q: 3 clusters Score -5490074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5490094.500000 Penalty: 5224.831543
	Iteration 35Q: 3 clusters Score -5490094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5490116.000000 Penalty: 5224.831543
	Iteration 36Q: 3 clusters Score -5490116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5490129.000000 Penalty: 5224.831543
	Iteration 37Q: 3 clusters Score -5490129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -5490142.500000 Penalty: 5224.831543
	Iteration 38Q: 3 clusters Score -5490142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5490154.500000 Penalty: 5224.831543
	Iteration 39Q: 3 clusters Score -5490154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5490170.500000 Penalty: 5224.831543
	Iteration 40F: 3 clusters Score -5490170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -5490188.500000 Penalty: 5224.831543
	Iteration 41Q: 3 clusters Score -5490188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5490196.500000 Penalty: 5224.831543
	Iteration 42Q: 3 clusters Score -5490196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5490221.000000 Penalty: 5224.831543
	Iteration 43Q: 3 clusters Score -5490221 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -5490246.500000 Penalty: 5224.831543
	Iteration 44Q: 3 clusters Score -5490246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5490298.500000 Penalty: 5224.831543
	Iteration 45Q: 3 clusters Score -5490298 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -5490402.500000 Penalty: 5224.831543
	Iteration 46Q: 3 clusters Score -5490402 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -5490520.000000 Penalty: 5224.831543
	Iteration 47Q: 3 clusters Score -5490520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -5490773.500000 Penalty: 5224.831543
	Iteration 48Q: 3 clusters Score -5490774 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5491258.500000 Penalty: 5224.831543
	Iteration 49Q: 3 clusters Score -5491258 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5491914.000000 Penalty: 5224.831543
	Iteration 50Q: 3 clusters Score -5491914 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5492507.000000 Penalty: 5224.831543
	Iteration 51Q: 3 clusters Score -5492507 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5492977.500000 Penalty: 5224.831543
	Iteration 52Q: 3 clusters Score -5492978 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -5493158.000000 Penalty: 5224.831543
	Iteration 53Q: 3 clusters Score -5493158 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -5493217.000000 Penalty: 5224.831543
	Iteration 54Q: 3 clusters Score -5493217 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5493255.000000 Penalty: 5224.831543
	Iteration 55Q: 3 clusters Score -5493255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5493284.500000 Penalty: 5224.831543
	Iteration 56Q: 3 clusters Score -5493284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -5493289.000000 Penalty: 5224.831543
	Iteration 57Q: 3 clusters Score -5493289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -5493320.000000 Penalty: 5224.831543
	Iteration 58Q: 3 clusters Score -5493320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -5493331.000000 Penalty: 5224.831543
	Iteration 59Q: 3 clusters Score -5493331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5493534.500000 Penalty: 5224.831543
	Iteration 60F: 3 clusters Score -5493534 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -5493599.000000 Penalty: 5224.831543
	Iteration 61Q: 3 clusters Score -5493599 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5493658.000000 Penalty: 5224.831543
	Iteration 62Q: 3 clusters Score -5493658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -5493704.000000 Penalty: 5224.831543
	Iteration 63Q: 3 clusters Score -5493704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -5493734.000000 Penalty: 5224.831543
	Iteration 64Q: 3 clusters Score -5493734 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5493788.500000 Penalty: 5224.831543
	Iteration 65Q: 3 clusters Score -5493788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -5493830.000000 Penalty: 5224.831543
	Iteration 66Q: 3 clusters Score -5493830 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -5493952.500000 Penalty: 5224.831543
	Iteration 67Q: 3 clusters Score -5493952 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5494238.500000 Penalty: 5224.831543
	Iteration 68Q: 3 clusters Score -5494238 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -5494764.500000 Penalty: 5224.831543
	Iteration 69Q: 3 clusters Score -5494764 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5495195.500000 Penalty: 5224.831543
	Iteration 70Q: 3 clusters Score -5495196 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -5495654.000000 Penalty: 5224.831543
	Iteration 71Q: 3 clusters Score -5495654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -5495763.500000 Penalty: 5224.831543
	Iteration 72Q: 3 clusters Score -5495764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5495784.500000 Penalty: 5224.831543
	Iteration 73Q: 3 clusters Score -5495784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5495812.500000 Penalty: 5224.831543
	Iteration 74Q: 3 clusters Score -5495812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5495810.000000 Penalty: 5224.831543
	Iteration 75Q: 3 clusters Score -5495810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -5495819.500000 Penalty: 5224.831543
	Iteration 76Q: 3 clusters Score -5495820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5495828.000000 Penalty: 5224.831543
	Iteration 77Q: 3 clusters Score -5495828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5495830.000000 Penalty: 5224.831543
	Iteration 78Q: 3 clusters Score -5495830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -5495831.000000 Penalty: 5224.831543
	Iteration 79Q: 3 clusters Score -5495831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5495823.500000 Penalty: 5224.831543
	Iteration 80F: 3 clusters Score -5495824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -5495819.500000 Penalty: 5224.831543
	Iteration 81Q: 3 clusters Score -5495820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -5495828.500000 Penalty: 5224.831543
	Iteration 82Q: 3 clusters Score -5495828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5495824.500000 Penalty: 5224.831543
	Iteration 83Q: 3 clusters Score -5495824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -5495821.500000 Penalty: 5224.831543
	Iteration 84Q: 3 clusters Score -5495822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5495821.000000 Penalty: 5224.831543
	Iteration 85Q: 3 clusters Score -5495821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -5495819.000000 Penalty: 5224.831543
	Iteration 86Q: 3 clusters Score -5495819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -5495816.500000 Penalty: 5224.831543
	Iteration 87Q: 3 clusters Score -5495816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -5495816.500000 Penalty: 5224.831543
	Iteration 88F: 3 clusters Score -5495816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 23549 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 7628 members 
Entering Unmasked Estep 
Score: -151567680.000000 Penalty: 109633.367188
Splitting cluster 14 changes total score from -151405984.000000 to -151567680.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (23549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23549 members 
Entering Unmasked Estep 
Score: -3533026.000000 Penalty: 2496.575928
	Iteration 0F: 2 clusters Score -3533026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3516746.250000 Penalty: 4993.151855
	Iteration 0F: 3 clusters Score -3516746 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3526023.750000 Penalty: 4993.151855
	Iteration 1F: 3 clusters Score -3526024 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3534901.500000 Penalty: 4993.151855
	Iteration 2F: 3 clusters Score -3534902 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3552131.250000 Penalty: 4993.151855
	Iteration 3F: 3 clusters Score -3552131 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3560736.250000 Penalty: 4993.151855
	Iteration 4F: 3 clusters Score -3560736 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3563020.000000 Penalty: 4993.151855
	Iteration 5Q: 3 clusters Score -3563020 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3564529.500000 Penalty: 4993.151855
	Iteration 6Q: 3 clusters Score -3564530 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3565431.750000 Penalty: 4993.151855
	Iteration 7Q: 3 clusters Score -3565432 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3565971.500000 Penalty: 4993.151855
	Iteration 8Q: 3 clusters Score -3565972 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3566501.250000 Penalty: 4993.151855
	Iteration 9Q: 3 clusters Score -3566501 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3567169.000000 Penalty: 4993.151855
	Iteration 10Q: 3 clusters Score -3567169 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3568121.250000 Penalty: 4993.151855
	Iteration 11Q: 3 clusters Score -3568121 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3569124.000000 Penalty: 4993.151855
	Iteration 12Q: 3 clusters Score -3569124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3569790.500000 Penalty: 4993.151855
	Iteration 13Q: 3 clusters Score -3569790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3570002.750000 Penalty: 4993.151855
	Iteration 14Q: 3 clusters Score -3570003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3570033.250000 Penalty: 4993.151855
	Iteration 15Q: 3 clusters Score -3570033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3570041.250000 Penalty: 4993.151855
	Iteration 16Q: 3 clusters Score -3570041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3570037.250000 Penalty: 4993.151855
	Iteration 17Q: 3 clusters Score -3570037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3570040.000000 Penalty: 4993.151855
	Iteration 18Q: 3 clusters Score -3570040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3570044.500000 Penalty: 4993.151855
	Iteration 19F: 3 clusters Score -3570044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3570039.250000 Penalty: 4993.151855
	Iteration 20F: 3 clusters Score -3570039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3570040.000000 Penalty: 4993.151855
	Iteration 21Q: 3 clusters Score -3570040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3570041.500000 Penalty: 4993.151855
	Iteration 22Q: 3 clusters Score -3570042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3570045.250000 Penalty: 4993.151855
	Iteration 23Q: 3 clusters Score -3570045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3570048.250000 Penalty: 4993.151855
	Iteration 24Q: 3 clusters Score -3570048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3570048.250000 Penalty: 4993.151855
	Iteration 25F: 3 clusters Score -3570048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 77751 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 6448 members 
Entering Unmasked Estep 
Score: -151603376.000000 Penalty: 113059.414062
Splitting cluster 15 changes total score from -151405984.000000 to -151603376.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (87460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Entering Unmasked Estep 
Score: -13782802.000000 Penalty: 2821.976318
	Iteration 0F: 2 clusters Score -1.37828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -13726134.000000 Penalty: 5643.952637
	Iteration 0F: 3 clusters Score -1.372613e+07 nChanged 41079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -13750401.000000 Penalty: 5643.952637
	Iteration 1F: 3 clusters Score -1.37504e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -13752221.000000 Penalty: 5643.952637
	Iteration 2Q: 3 clusters Score -1.375222e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -13755493.000000 Penalty: 5643.952637
	Iteration 3F: 3 clusters Score -1.375549e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -13760458.000000 Penalty: 5643.952637
	Iteration 4F: 3 clusters Score -1.376046e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -13765693.000000 Penalty: 5643.952637
	Iteration 5F: 3 clusters Score -1.376569e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -13769451.000000 Penalty: 5643.952637
	Iteration 6F: 3 clusters Score -1.376945e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -13771461.000000 Penalty: 5643.952637
	Iteration 7F: 3 clusters Score -1.377146e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -13772421.000000 Penalty: 5643.952637
	Iteration 8Q: 3 clusters Score -1.377242e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -13772928.000000 Penalty: 5643.952637
	Iteration 9Q: 3 clusters Score -1.377293e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -13773264.000000 Penalty: 5643.952637
	Iteration 10Q: 3 clusters Score -1.377326e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -13773490.000000 Penalty: 5643.952637
	Iteration 11Q: 3 clusters Score -1.377349e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -13773779.000000 Penalty: 5643.952637
	Iteration 12Q: 3 clusters Score -1.377378e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -13773962.000000 Penalty: 5643.952637
	Iteration 13Q: 3 clusters Score -1.377396e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -13774226.000000 Penalty: 5643.952637
	Iteration 14Q: 3 clusters Score -1.377423e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -13774575.000000 Penalty: 5643.952637
	Iteration 15Q: 3 clusters Score -1.377458e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -13774861.000000 Penalty: 5643.952637
	Iteration 16Q: 3 clusters Score -1.377486e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -13775202.000000 Penalty: 5643.952637
	Iteration 17Q: 3 clusters Score -1.37752e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -13775588.000000 Penalty: 5643.952637
	Iteration 18Q: 3 clusters Score -1.377559e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -13775972.000000 Penalty: 5643.952637
	Iteration 19Q: 3 clusters Score -1.377597e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -13776429.000000 Penalty: 5643.952637
	Iteration 20F: 3 clusters Score -1.377643e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -13776935.000000 Penalty: 5643.952637
	Iteration 21Q: 3 clusters Score -1.377694e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -13777405.000000 Penalty: 5643.952637
	Iteration 22Q: 3 clusters Score -1.37774e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -13777892.000000 Penalty: 5643.952637
	Iteration 23Q: 3 clusters Score -1.377789e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -13778449.000000 Penalty: 5643.952637
	Iteration 24Q: 3 clusters Score -1.377845e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -13778965.000000 Penalty: 5643.952637
	Iteration 25Q: 3 clusters Score -1.377896e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -13779327.000000 Penalty: 5643.952637
	Iteration 26Q: 3 clusters Score -1.377933e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -13779880.000000 Penalty: 5643.952637
	Iteration 27Q: 3 clusters Score -1.377988e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -13780352.000000 Penalty: 5643.952637
	Iteration 28Q: 3 clusters Score -1.378035e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71712 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -13780710.000000 Penalty: 5643.952637
	Iteration 29Q: 3 clusters Score -1.378071e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -13781001.000000 Penalty: 5643.952637
	Iteration 30Q: 3 clusters Score -1.3781e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -13781249.000000 Penalty: 5643.952637
	Iteration 31Q: 3 clusters Score -1.378125e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -13781465.000000 Penalty: 5643.952637
	Iteration 32Q: 3 clusters Score -1.378146e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -13781662.000000 Penalty: 5643.952637
	Iteration 33Q: 3 clusters Score -1.378166e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -13781852.000000 Penalty: 5643.952637
	Iteration 34Q: 3 clusters Score -1.378185e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -13781998.000000 Penalty: 5643.952637
	Iteration 35Q: 3 clusters Score -1.3782e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -13782138.000000 Penalty: 5643.952637
	Iteration 36Q: 3 clusters Score -1.378214e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -13782249.000000 Penalty: 5643.952637
	Iteration 37Q: 3 clusters Score -1.378225e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -13782318.000000 Penalty: 5643.952637
	Iteration 38Q: 3 clusters Score -1.378232e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -13782388.000000 Penalty: 5643.952637
	Iteration 39Q: 3 clusters Score -1.378239e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -13782407.000000 Penalty: 5643.952637
	Iteration 40F: 3 clusters Score -1.378241e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -13782407.000000 Penalty: 5643.952637
	Iteration 41Q: 3 clusters Score -1.378241e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -13782429.000000 Penalty: 5643.952637
	Iteration 42Q: 3 clusters Score -1.378243e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -13782435.000000 Penalty: 5643.952637
	Iteration 43Q: 3 clusters Score -1.378244e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -13782430.000000 Penalty: 5643.952637
	Iteration 44Q: 3 clusters Score -1.378243e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -13782423.000000 Penalty: 5643.952637
	Iteration 45Q: 3 clusters Score -1.378242e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -13782422.000000 Penalty: 5643.952637
	Iteration 46Q: 3 clusters Score -1.378242e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -13782443.000000 Penalty: 5643.952637
	Iteration 47Q: 3 clusters Score -1.378244e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -13782422.000000 Penalty: 5643.952637
	Iteration 48Q: 3 clusters Score -1.378242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -13782460.000000 Penalty: 5643.952637
	Iteration 49Q: 3 clusters Score -1.378246e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -13782440.000000 Penalty: 5643.952637
	Iteration 50Q: 3 clusters Score -1.378244e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -13782450.000000 Penalty: 5643.952637
	Iteration 51Q: 3 clusters Score -1.378245e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -13782436.000000 Penalty: 5643.952637
	Iteration 52Q: 3 clusters Score -1.378244e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -13782434.000000 Penalty: 5643.952637
	Iteration 53Q: 3 clusters Score -1.378243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -13782450.000000 Penalty: 5643.952637
	Iteration 54Q: 3 clusters Score -1.378245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -13782469.000000 Penalty: 5643.952637
	Iteration 55Q: 3 clusters Score -1.378247e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -13782473.000000 Penalty: 5643.952637
	Iteration 56Q: 3 clusters Score -1.378247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -13782477.000000 Penalty: 5643.952637
	Iteration 57Q: 3 clusters Score -1.378248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -13782487.000000 Penalty: 5643.952637
	Iteration 58Q: 3 clusters Score -1.378249e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -13782486.000000 Penalty: 5643.952637
	Iteration 59Q: 3 clusters Score -1.378249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -13782498.000000 Penalty: 5643.952637
	Iteration 60F: 3 clusters Score -1.37825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -13782494.000000 Penalty: 5643.952637
	Iteration 61Q: 3 clusters Score -1.378249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -13782499.000000 Penalty: 5643.952637
	Iteration 62Q: 3 clusters Score -1.37825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -13782494.000000 Penalty: 5643.952637
	Iteration 63Q: 3 clusters Score -1.378249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -13782511.000000 Penalty: 5643.952637
	Iteration 64Q: 3 clusters Score -1.378251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -13782517.000000 Penalty: 5643.952637
	Iteration 65Q: 3 clusters Score -1.378252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -13782528.000000 Penalty: 5643.952637
	Iteration 66Q: 3 clusters Score -1.378253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -13782518.000000 Penalty: 5643.952637
	Iteration 67Q: 3 clusters Score -1.378252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -13782522.000000 Penalty: 5643.952637
	Iteration 68Q: 3 clusters Score -1.378252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -13782512.000000 Penalty: 5643.952637
	Iteration 69Q: 3 clusters Score -1.378251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -13782525.000000 Penalty: 5643.952637
	Iteration 70Q: 3 clusters Score -1.378252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -13782523.000000 Penalty: 5643.952637
	Iteration 71Q: 3 clusters Score -1.378252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -13782507.000000 Penalty: 5643.952637
	Iteration 72Q: 3 clusters Score -1.378251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -13782518.000000 Penalty: 5643.952637
	Iteration 73Q: 3 clusters Score -1.378252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -13782518.000000 Penalty: 5643.952637
	Iteration 74Q: 3 clusters Score -1.378252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -13782516.000000 Penalty: 5643.952637
	Iteration 75Q: 3 clusters Score -1.378252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -13782532.000000 Penalty: 5643.952637
	Iteration 76Q: 3 clusters Score -1.378253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -13782525.000000 Penalty: 5643.952637
	Iteration 77Q: 3 clusters Score -1.378252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -13782518.000000 Penalty: 5643.952637
	Iteration 78Q: 3 clusters Score -1.378252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -13782524.000000 Penalty: 5643.952637
	Iteration 79Q: 3 clusters Score -1.378252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -13782517.000000 Penalty: 5643.952637
	Iteration 80F: 3 clusters Score -1.378252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -13782532.000000 Penalty: 5643.952637
	Iteration 81Q: 3 clusters Score -1.378253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -13782538.000000 Penalty: 5643.952637
	Iteration 82Q: 3 clusters Score -1.378254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -13782532.000000 Penalty: 5643.952637
	Iteration 83Q: 3 clusters Score -1.378253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -13782532.000000 Penalty: 5643.952637
	Iteration 84Q: 3 clusters Score -1.378253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -13782529.000000 Penalty: 5643.952637
	Iteration 85Q: 3 clusters Score -1.378253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -13782538.000000 Penalty: 5643.952637
	Iteration 86Q: 3 clusters Score -1.378254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -13782537.000000 Penalty: 5643.952637
	Iteration 87Q: 3 clusters Score -1.378254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -13782532.000000 Penalty: 5643.952637
	Iteration 88Q: 3 clusters Score -1.378253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -13782538.000000 Penalty: 5643.952637
	Iteration 89Q: 3 clusters Score -1.378254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -13782536.000000 Penalty: 5643.952637
	Iteration 90Q: 3 clusters Score -1.378254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -13782536.000000 Penalty: 5643.952637
	Iteration 91Q: 3 clusters Score -1.378254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -13782539.000000 Penalty: 5643.952637
	Iteration 92Q: 3 clusters Score -1.378254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -13782534.000000 Penalty: 5643.952637
	Iteration 93Q: 3 clusters Score -1.378253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -13782532.000000 Penalty: 5643.952637
	Iteration 94Q: 3 clusters Score -1.378253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -13782541.000000 Penalty: 5643.952637
	Iteration 95Q: 3 clusters Score -1.378254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -13782541.000000 Penalty: 5643.952637
	Iteration 96F: 3 clusters Score -1.378254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Entering Unmasked Estep 
Score: -12032500.000000 Penalty: 2792.794189
	Iteration 0F: 2 clusters Score -1.20325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -11980855.000000 Penalty: 5585.588379
	Iteration 0F: 3 clusters Score -1.198086e+07 nChanged 36488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -12006648.000000 Penalty: 5585.588379
	Iteration 1F: 3 clusters Score -1.200665e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -12017604.000000 Penalty: 5585.588379
	Iteration 2F: 3 clusters Score -1.20176e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -12029571.000000 Penalty: 5585.588379
	Iteration 3F: 3 clusters Score -1.202957e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -12038406.000000 Penalty: 5585.588379
	Iteration 4F: 3 clusters Score -1.203841e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -12045932.000000 Penalty: 5585.588379
	Iteration 5F: 3 clusters Score -1.204593e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -12052049.000000 Penalty: 5585.588379
	Iteration 6F: 3 clusters Score -1.205205e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -12055015.000000 Penalty: 5585.588379
	Iteration 7Q: 3 clusters Score -1.205502e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60806 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -12055949.000000 Penalty: 5585.588379
	Iteration 8Q: 3 clusters Score -1.205595e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -12056285.000000 Penalty: 5585.588379
	Iteration 9Q: 3 clusters Score -1.205628e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -12056416.000000 Penalty: 5585.588379
	Iteration 10Q: 3 clusters Score -1.205642e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -12056509.000000 Penalty: 5585.588379
	Iteration 11Q: 3 clusters Score -1.205651e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -12056541.000000 Penalty: 5585.588379
	Iteration 12Q: 3 clusters Score -1.205654e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -12056576.000000 Penalty: 5585.588379
	Iteration 13Q: 3 clusters Score -1.205658e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -12056621.000000 Penalty: 5585.588379
	Iteration 14Q: 3 clusters Score -1.205662e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -12056655.000000 Penalty: 5585.588379
	Iteration 15Q: 3 clusters Score -1.205666e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -12056658.000000 Penalty: 5585.588379
	Iteration 16Q: 3 clusters Score -1.205666e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -12056651.000000 Penalty: 5585.588379
	Iteration 17Q: 3 clusters Score -1.205665e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -12056694.000000 Penalty: 5585.588379
	Iteration 18Q: 3 clusters Score -1.205669e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -12056736.000000 Penalty: 5585.588379
	Iteration 19Q: 3 clusters Score -1.205674e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -12056743.000000 Penalty: 5585.588379
	Iteration 20F: 3 clusters Score -1.205674e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -12056761.000000 Penalty: 5585.588379
	Iteration 21Q: 3 clusters Score -1.205676e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -12056780.000000 Penalty: 5585.588379
	Iteration 22Q: 3 clusters Score -1.205678e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -12056782.000000 Penalty: 5585.588379
	Iteration 23Q: 3 clusters Score -1.205678e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -12056791.000000 Penalty: 5585.588379
	Iteration 24Q: 3 clusters Score -1.205679e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -12056792.000000 Penalty: 5585.588379
	Iteration 25Q: 3 clusters Score -1.205679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -12056790.000000 Penalty: 5585.588379
	Iteration 26Q: 3 clusters Score -1.205679e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -12056796.000000 Penalty: 5585.588379
	Iteration 27Q: 3 clusters Score -1.20568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -12056788.000000 Penalty: 5585.588379
	Iteration 28Q: 3 clusters Score -1.205679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -12056776.000000 Penalty: 5585.588379
	Iteration 29Q: 3 clusters Score -1.205678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -12056752.000000 Penalty: 5585.588379
	Iteration 30Q: 3 clusters Score -1.205675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -12056770.000000 Penalty: 5585.588379
	Iteration 31Q: 3 clusters Score -1.205677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -12056770.000000 Penalty: 5585.588379
	Iteration 32Q: 3 clusters Score -1.205677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -12056764.000000 Penalty: 5585.588379
	Iteration 33Q: 3 clusters Score -1.205676e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -12056768.000000 Penalty: 5585.588379
	Iteration 34Q: 3 clusters Score -1.205677e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -12056780.000000 Penalty: 5585.588379
	Iteration 35Q: 3 clusters Score -1.205678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -12056788.000000 Penalty: 5585.588379
	Iteration 36Q: 3 clusters Score -1.205679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -12056800.000000 Penalty: 5585.588379
	Iteration 37Q: 3 clusters Score -1.20568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -12056793.000000 Penalty: 5585.588379
	Iteration 38Q: 3 clusters Score -1.205679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -12056800.000000 Penalty: 5585.588379
	Iteration 39Q: 3 clusters Score -1.20568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -12056811.000000 Penalty: 5585.588379
	Iteration 40F: 3 clusters Score -1.205681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -12056824.000000 Penalty: 5585.588379
	Iteration 41Q: 3 clusters Score -1.205682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -12056836.000000 Penalty: 5585.588379
	Iteration 42Q: 3 clusters Score -1.205684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -12056829.000000 Penalty: 5585.588379
	Iteration 43Q: 3 clusters Score -1.205683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -12056829.000000 Penalty: 5585.588379
	Iteration 44Q: 3 clusters Score -1.205683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -12056820.000000 Penalty: 5585.588379
	Iteration 45Q: 3 clusters Score -1.205682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -12056823.000000 Penalty: 5585.588379
	Iteration 46Q: 3 clusters Score -1.205682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -12056830.000000 Penalty: 5585.588379
	Iteration 47Q: 3 clusters Score -1.205683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -12056815.000000 Penalty: 5585.588379
	Iteration 48Q: 3 clusters Score -1.205682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -12056807.000000 Penalty: 5585.588379
	Iteration 49Q: 3 clusters Score -1.205681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -12056807.000000 Penalty: 5585.588379
	Iteration 50Q: 3 clusters Score -1.205681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -12056801.000000 Penalty: 5585.588379
	Iteration 51Q: 3 clusters Score -1.20568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -12056810.000000 Penalty: 5585.588379
	Iteration 52Q: 3 clusters Score -1.205681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -12056810.000000 Penalty: 5585.588379
	Iteration 53Q: 3 clusters Score -1.205681e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -12056833.000000 Penalty: 5585.588379
	Iteration 54Q: 3 clusters Score -1.205683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -12056835.000000 Penalty: 5585.588379
	Iteration 55Q: 3 clusters Score -1.205684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -12056850.000000 Penalty: 5585.588379
	Iteration 56Q: 3 clusters Score -1.205685e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -12056854.000000 Penalty: 5585.588379
	Iteration 57Q: 3 clusters Score -1.205685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -12056844.000000 Penalty: 5585.588379
	Iteration 58Q: 3 clusters Score -1.205684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -12056839.000000 Penalty: 5585.588379
	Iteration 59Q: 3 clusters Score -1.205684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -12056832.000000 Penalty: 5585.588379
	Iteration 60F: 3 clusters Score -1.205683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -12056846.000000 Penalty: 5585.588379
	Iteration 61Q: 3 clusters Score -1.205685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -12056847.000000 Penalty: 5585.588379
	Iteration 62Q: 3 clusters Score -1.205685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -12056851.000000 Penalty: 5585.588379
	Iteration 63Q: 3 clusters Score -1.205685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -12056859.000000 Penalty: 5585.588379
	Iteration 64Q: 3 clusters Score -1.205686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -12056845.000000 Penalty: 5585.588379
	Iteration 65Q: 3 clusters Score -1.205684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -12056859.000000 Penalty: 5585.588379
	Iteration 66Q: 3 clusters Score -1.205686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -12056848.000000 Penalty: 5585.588379
	Iteration 67Q: 3 clusters Score -1.205685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -12056843.000000 Penalty: 5585.588379
	Iteration 68Q: 3 clusters Score -1.205684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -12056828.000000 Penalty: 5585.588379
	Iteration 69Q: 3 clusters Score -1.205683e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -12056840.000000 Penalty: 5585.588379
	Iteration 70Q: 3 clusters Score -1.205684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -12056831.000000 Penalty: 5585.588379
	Iteration 71Q: 3 clusters Score -1.205683e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -12056834.000000 Penalty: 5585.588379
	Iteration 72Q: 3 clusters Score -1.205683e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -12056834.000000 Penalty: 5585.588379
	Iteration 73Q: 3 clusters Score -1.205683e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -12056902.000000 Penalty: 5585.588379
	Iteration 74Q: 3 clusters Score -1.20569e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -12056971.000000 Penalty: 5585.588379
	Iteration 75Q: 3 clusters Score -1.205697e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -12057060.000000 Penalty: 5585.588379
	Iteration 76Q: 3 clusters Score -1.205706e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -12057268.000000 Penalty: 5585.588379
	Iteration 77Q: 3 clusters Score -1.205727e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -12057947.000000 Penalty: 5585.588379
	Iteration 78Q: 3 clusters Score -1.205795e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -12060017.000000 Penalty: 5585.588379
	Iteration 79Q: 3 clusters Score -1.206002e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -12061138.000000 Penalty: 5585.588379
	Iteration 80F: 3 clusters Score -1.206114e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -12061207.000000 Penalty: 5585.588379
	Iteration 81Q: 3 clusters Score -1.206121e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -12061220.000000 Penalty: 5585.588379
	Iteration 82Q: 3 clusters Score -1.206122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -12061242.000000 Penalty: 5585.588379
	Iteration 83Q: 3 clusters Score -1.206124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -12061258.000000 Penalty: 5585.588379
	Iteration 84Q: 3 clusters Score -1.206126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -12061248.000000 Penalty: 5585.588379
	Iteration 85Q: 3 clusters Score -1.206125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -12061261.000000 Penalty: 5585.588379
	Iteration 86Q: 3 clusters Score -1.206126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -12061260.000000 Penalty: 5585.588379
	Iteration 87Q: 3 clusters Score -1.206126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -12061260.000000 Penalty: 5585.588379
	Iteration 88Q: 3 clusters Score -1.206126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -12061257.000000 Penalty: 5585.588379
	Iteration 89Q: 3 clusters Score -1.206126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -12061257.000000 Penalty: 5585.588379
	Iteration 90Q: 3 clusters Score -1.206126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -12061257.000000 Penalty: 5585.588379
	Iteration 91F: 3 clusters Score -1.206126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 67650 members 
Mstep: Class 18 contains 29488 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 6448 members 
Mstep: Class 34 contains 10101 members 
Entering Unmasked Estep 
Score: -151633408.000000 Penalty: 116485.453125
Splitting cluster 17 changes total score from -151405984.000000 to -151633408.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (29488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Entering Unmasked Estep 
Score: -4483236.500000 Penalty: 2552.351074
	Iteration 0F: 2 clusters Score -4483236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4463095.500000 Penalty: 5104.702148
	Iteration 0F: 3 clusters Score -4463096 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4472488.000000 Penalty: 5104.702148
	Iteration 1F: 3 clusters Score -4472488 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4476481.500000 Penalty: 5104.702148
	Iteration 2F: 3 clusters Score -4476482 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4480453.500000 Penalty: 5104.702148
	Iteration 3F: 3 clusters Score -4480454 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4483491.500000 Penalty: 5104.702148
	Iteration 4F: 3 clusters Score -4483492 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4485638.000000 Penalty: 5104.702148
	Iteration 5F: 3 clusters Score -4485638 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -4487101.000000 Penalty: 5104.702148
	Iteration 6F: 3 clusters Score -4487101 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4488283.500000 Penalty: 5104.702148
	Iteration 7Q: 3 clusters Score -4488284 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -4489210.500000 Penalty: 5104.702148
	Iteration 8Q: 3 clusters Score -4489210 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4489805.000000 Penalty: 5104.702148
	Iteration 9Q: 3 clusters Score -4489805 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4490213.000000 Penalty: 5104.702148
	Iteration 10Q: 3 clusters Score -4490213 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4490457.000000 Penalty: 5104.702148
	Iteration 11Q: 3 clusters Score -4490457 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4490569.000000 Penalty: 5104.702148
	Iteration 12Q: 3 clusters Score -4490569 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -4490600.500000 Penalty: 5104.702148
	Iteration 13Q: 3 clusters Score -4490600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4490629.500000 Penalty: 5104.702148
	Iteration 14Q: 3 clusters Score -4490630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4490646.500000 Penalty: 5104.702148
	Iteration 15Q: 3 clusters Score -4490646 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -4490661.000000 Penalty: 5104.702148
	Iteration 16Q: 3 clusters Score -4490661 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4490675.500000 Penalty: 5104.702148
	Iteration 17Q: 3 clusters Score -4490676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4490678.000000 Penalty: 5104.702148
	Iteration 18Q: 3 clusters Score -4490678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4490691.000000 Penalty: 5104.702148
	Iteration 19Q: 3 clusters Score -4490691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4490697.000000 Penalty: 5104.702148
	Iteration 20F: 3 clusters Score -4490697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4490715.000000 Penalty: 5104.702148
	Iteration 21Q: 3 clusters Score -4490715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4490706.500000 Penalty: 5104.702148
	Iteration 22Q: 3 clusters Score -4490706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4490703.000000 Penalty: 5104.702148
	Iteration 23Q: 3 clusters Score -4490703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4490701.000000 Penalty: 5104.702148
	Iteration 24Q: 3 clusters Score -4490701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4490701.000000 Penalty: 5104.702148
	Iteration 25Q: 3 clusters Score -4490701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4490705.000000 Penalty: 5104.702148
	Iteration 26Q: 3 clusters Score -4490705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4490705.500000 Penalty: 5104.702148
	Iteration 27Q: 3 clusters Score -4490706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4490703.500000 Penalty: 5104.702148
	Iteration 28Q: 3 clusters Score -4490704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4490703.000000 Penalty: 5104.702148
	Iteration 29Q: 3 clusters Score -4490703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4490705.500000 Penalty: 5104.702148
	Iteration 30Q: 3 clusters Score -4490706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4490702.500000 Penalty: 5104.702148
	Iteration 31Q: 3 clusters Score -4490702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4490702.000000 Penalty: 5104.702148
	Iteration 32Q: 3 clusters Score -4490702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4490702.500000 Penalty: 5104.702148
	Iteration 33Q: 3 clusters Score -4490702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4490702.500000 Penalty: 5104.702148
	Iteration 34F: 3 clusters Score -4490702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 67650 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 60470 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 6448 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 17811 members 
Entering Unmasked Estep 
Score: -151639648.000000 Penalty: 119911.500000
Splitting cluster 18 changes total score from -151405984.000000 to -151639648.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (60470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Entering Unmasked Estep 
Score: -9078769.000000 Penalty: 2730.456055
	Iteration 0F: 2 clusters Score -9078769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -9038081.000000 Penalty: 5460.912109
	Iteration 0F: 3 clusters Score -9038081 nChanged 28277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -9055909.000000 Penalty: 5460.912109
	Iteration 1F: 3 clusters Score -9055909 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -9059983.000000 Penalty: 5460.912109
	Iteration 2F: 3 clusters Score -9059983 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -9065707.000000 Penalty: 5460.912109
	Iteration 3F: 3 clusters Score -9065707 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -9071611.000000 Penalty: 5460.912109
	Iteration 4F: 3 clusters Score -9071611 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -9077002.000000 Penalty: 5460.912109
	Iteration 5F: 3 clusters Score -9077002 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -9080683.000000 Penalty: 5460.912109
	Iteration 6F: 3 clusters Score -9080683 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -9082797.000000 Penalty: 5460.912109
	Iteration 7Q: 3 clusters Score -9082797 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -9083820.000000 Penalty: 5460.912109
	Iteration 8Q: 3 clusters Score -9083820 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -9084292.000000 Penalty: 5460.912109
	Iteration 9Q: 3 clusters Score -9084292 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -9084643.000000 Penalty: 5460.912109
	Iteration 10Q: 3 clusters Score -9084643 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -9084863.000000 Penalty: 5460.912109
	Iteration 11Q: 3 clusters Score -9084863 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -9085031.000000 Penalty: 5460.912109
	Iteration 12Q: 3 clusters Score -9085031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -9085112.000000 Penalty: 5460.912109
	Iteration 13Q: 3 clusters Score -9085112 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -9085201.000000 Penalty: 5460.912109
	Iteration 14Q: 3 clusters Score -9085201 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -9085250.000000 Penalty: 5460.912109
	Iteration 15Q: 3 clusters Score -9085250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -9085279.000000 Penalty: 5460.912109
	Iteration 16Q: 3 clusters Score -9085279 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -9085284.000000 Penalty: 5460.912109
	Iteration 17Q: 3 clusters Score -9085284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -9085299.000000 Penalty: 5460.912109
	Iteration 18Q: 3 clusters Score -9085299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -9085294.000000 Penalty: 5460.912109
	Iteration 19Q: 3 clusters Score -9085294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -9085301.000000 Penalty: 5460.912109
	Iteration 20F: 3 clusters Score -9085301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -9085308.000000 Penalty: 5460.912109
	Iteration 21Q: 3 clusters Score -9085308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -9085299.000000 Penalty: 5460.912109
	Iteration 22Q: 3 clusters Score -9085299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -9085308.000000 Penalty: 5460.912109
	Iteration 23Q: 3 clusters Score -9085308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -9085300.000000 Penalty: 5460.912109
	Iteration 24Q: 3 clusters Score -9085300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -9085296.000000 Penalty: 5460.912109
	Iteration 25Q: 3 clusters Score -9085296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -9085294.000000 Penalty: 5460.912109
	Iteration 26Q: 3 clusters Score -9085294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -9085298.000000 Penalty: 5460.912109
	Iteration 27Q: 3 clusters Score -9085298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -9085304.000000 Penalty: 5460.912109
	Iteration 28Q: 3 clusters Score -9085304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -9085306.000000 Penalty: 5460.912109
	Iteration 29Q: 3 clusters Score -9085306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -9085317.000000 Penalty: 5460.912109
	Iteration 30Q: 3 clusters Score -9085317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -9085301.000000 Penalty: 5460.912109
	Iteration 31Q: 3 clusters Score -9085301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -9085299.000000 Penalty: 5460.912109
	Iteration 32Q: 3 clusters Score -9085299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -9085303.000000 Penalty: 5460.912109
	Iteration 33Q: 3 clusters Score -9085303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -9085307.000000 Penalty: 5460.912109
	Iteration 34Q: 3 clusters Score -9085307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -9085308.000000 Penalty: 5460.912109
	Iteration 35Q: 3 clusters Score -9085308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -9085302.000000 Penalty: 5460.912109
	Iteration 36Q: 3 clusters Score -9085302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -9085309.000000 Penalty: 5460.912109
	Iteration 37Q: 3 clusters Score -9085309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -9085300.000000 Penalty: 5460.912109
	Iteration 38Q: 3 clusters Score -9085300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -9085300.000000 Penalty: 5460.912109
	Iteration 39Q: 3 clusters Score -9085300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -9085300.000000 Penalty: 5460.912109
	Iteration 40F: 3 clusters Score -9085300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 67650 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 50098 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 6448 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 17811 members 
Mstep: Class 36 contains 10372 members 
Entering Unmasked Estep 
Score: -151644752.000000 Penalty: 123337.539062
Splitting cluster 19 changes total score from -151405984.000000 to -151644752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -256149.281250 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -256149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -253825.750000 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -253825.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -255394.890625 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -255394.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -256906.187500 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -256906.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -257777.687500 Penalty: 3729.767334
	Iteration 3F: 3 clusters Score -257777.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -257930.843750 Penalty: 3729.767334
	Iteration 4Q: 3 clusters Score -257930.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -257972.203125 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -257972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -257981.593750 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -257981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -257983.734375 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -257983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -257983.734375 Penalty: 3729.767334
	Iteration 8F: 3 clusters Score -257983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 67650 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 50098 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 51894 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 48842 members 
Mstep: Class 26 contains 15664 members 
Mstep: Class 27 contains 16069 members 
Mstep: Class 28 contains 90134 members 
Mstep: Class 29 contains 55420 members 
Mstep: Class 30 contains 12409 members 
Mstep: Class 31 contains 4959 members 
Mstep: Class 32 contains 7628 members 
Mstep: Class 33 contains 6448 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 17811 members 
Mstep: Class 36 contains 10372 members 
Mstep: Class 37 contains 1398 members 
Entering Unmasked Estep 
Score: -151645248.000000 Penalty: 126763.585938
Splitting cluster 20 changes total score from -151405984.000000 to -151645248.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 72997 members 
Mstep: Class 7 contains 92272 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 39656 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 22282 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 87460 members 
Mstep: Class 17 contains 67650 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 50098 members 
Mstep: Class 20 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151679136.000000 Penalty: 126763.585938
Iteration 39Q: 38 clusters Score -1.516791e+08 nChanged 44739
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 5875 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 75183 members 
Mstep: Class 7 contains 92106 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 41227 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 754 members 
Mstep: Class 12 contains 22672 members 
Mstep: Class 13 contains 88835 members 
Mstep: Class 14 contains 30436 members 
Mstep: Class 15 contains 18042 members 
Mstep: Class 16 contains 87725 members 
Mstep: Class 17 contains 68822 members 
Mstep: Class 18 contains 12223 members 
Mstep: Class 19 contains 49021 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 48290 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 50106 members 
Mstep: Class 26 contains 16186 members 
Mstep: Class 27 contains 15714 members 
Mstep: Class 28 contains 90844 members 
Mstep: Class 29 contains 52323 members 
Mstep: Class 30 contains 12071 members 
Mstep: Class 31 contains 4809 members 
Mstep: Class 32 contains 7867 members 
Mstep: Class 33 contains 6244 members 
Mstep: Class 34 contains 9798 members 
Mstep: Class 35 contains 16799 members 
Mstep: Class 36 contains 9452 members 
Mstep: Class 37 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151709072.000000 Penalty: 126763.585938
Iteration 40F: 38 clusters Score -1.517091e+08 nChanged 28680
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 4862 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 6209 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 75461 members 
Mstep: Class 7 contains 91217 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 978 members 
Mstep: Class 12 contains 22225 members 
Mstep: Class 13 contains 87892 members 
Mstep: Class 14 contains 29604 members 
Mstep: Class 15 contains 17835 members 
Mstep: Class 16 contains 87277 members 
Mstep: Class 17 contains 68027 members 
Mstep: Class 18 contains 12301 members 
Mstep: Class 19 contains 47622 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 48491 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 1111 members 
Mstep: Class 25 contains 51611 members 
Mstep: Class 26 contains 17224 members 
Mstep: Class 27 contains 16508 members 
Mstep: Class 28 contains 91311 members 
Mstep: Class 29 contains 51335 members 
Mstep: Class 30 contains 12034 members 
Mstep: Class 31 contains 4772 members 
Mstep: Class 32 contains 8629 members 
Mstep: Class 33 contains 6564 members 
Mstep: Class 34 contains 9678 members 
Mstep: Class 35 contains 16490 members 
Mstep: Class 36 contains 9255 members 
Mstep: Class 37 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151721360.000000 Penalty: 126763.585938
Iteration 41Q: 38 clusters Score -1.517214e+08 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 6748 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 75611 members 
Mstep: Class 7 contains 90315 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 42215 members 
Mstep: Class 10 contains 8929 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 21936 members 
Mstep: Class 13 contains 86994 members 
Mstep: Class 14 contains 29236 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 86963 members 
Mstep: Class 17 contains 67247 members 
Mstep: Class 18 contains 12425 members 
Mstep: Class 19 contains 46964 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 6915 members 
Mstep: Class 22 contains 48685 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 52915 members 
Mstep: Class 26 contains 17971 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 91613 members 
Mstep: Class 29 contains 50370 members 
Mstep: Class 30 contains 12090 members 
Mstep: Class 31 contains 4732 members 
Mstep: Class 32 contains 9228 members 
Mstep: Class 33 contains 6714 members 
Mstep: Class 34 contains 9606 members 
Mstep: Class 35 contains 16195 members 
Mstep: Class 36 contains 9117 members 
Mstep: Class 37 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151726752.000000 Penalty: 126763.585938
Iteration 42Q: 38 clusters Score -1.517268e+08 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 7255 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 75721 members 
Mstep: Class 7 contains 89473 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 42582 members 
Mstep: Class 10 contains 9058 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 12 contains 21752 members 
Mstep: Class 13 contains 86122 members 
Mstep: Class 14 contains 29017 members 
Mstep: Class 15 contains 17392 members 
Mstep: Class 16 contains 86699 members 
Mstep: Class 17 contains 66486 members 
Mstep: Class 18 contains 12557 members 
Mstep: Class 19 contains 46642 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 7123 members 
Mstep: Class 22 contains 48708 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 1110 members 
Mstep: Class 25 contains 54117 members 
Mstep: Class 26 contains 18680 members 
Mstep: Class 27 contains 17026 members 
Mstep: Class 28 contains 91844 members 
Mstep: Class 29 contains 49530 members 
Mstep: Class 30 contains 12103 members 
Mstep: Class 31 contains 4700 members 
Mstep: Class 32 contains 9751 members 
Mstep: Class 33 contains 6815 members 
Mstep: Class 34 contains 9568 members 
Mstep: Class 35 contains 15990 members 
Mstep: Class 36 contains 8993 members 
Mstep: Class 37 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151731888.000000 Penalty: 126763.585938
Iteration 43Q: 38 clusters Score -1.517319e+08 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 4351 members 
Mstep: Class 4 contains 7767 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 75871 members 
Mstep: Class 7 contains 88703 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 42883 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 21613 members 
Mstep: Class 13 contains 85364 members 
Mstep: Class 14 contains 28848 members 
Mstep: Class 15 contains 17152 members 
Mstep: Class 16 contains 86505 members 
Mstep: Class 17 contains 65720 members 
Mstep: Class 18 contains 12691 members 
Mstep: Class 19 contains 46501 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 7306 members 
Mstep: Class 22 contains 48571 members 
Mstep: Class 23 contains 6003 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 55154 members 
Mstep: Class 26 contains 19369 members 
Mstep: Class 27 contains 17078 members 
Mstep: Class 28 contains 92007 members 
Mstep: Class 29 contains 48819 members 
Mstep: Class 30 contains 12107 members 
Mstep: Class 31 contains 4686 members 
Mstep: Class 32 contains 10213 members 
Mstep: Class 33 contains 6915 members 
Mstep: Class 34 contains 9541 members 
Mstep: Class 35 contains 15818 members 
Mstep: Class 36 contains 8898 members 
Mstep: Class 37 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151736064.000000 Penalty: 126763.585938
Iteration 44Q: 38 clusters Score -1.517361e+08 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 4274 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 75959 members 
Mstep: Class 7 contains 87911 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 43136 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 1073 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 84654 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 86377 members 
Mstep: Class 17 contains 64983 members 
Mstep: Class 18 contains 12853 members 
Mstep: Class 19 contains 46434 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 7488 members 
Mstep: Class 22 contains 48437 members 
Mstep: Class 23 contains 6224 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 56112 members 
Mstep: Class 26 contains 20155 members 
Mstep: Class 27 contains 17089 members 
Mstep: Class 28 contains 92163 members 
Mstep: Class 29 contains 48215 members 
Mstep: Class 30 contains 12112 members 
Mstep: Class 31 contains 4676 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 6971 members 
Mstep: Class 34 contains 9508 members 
Mstep: Class 35 contains 15672 members 
Mstep: Class 36 contains 8857 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151740288.000000 Penalty: 126763.585938
Iteration 45Q: 38 clusters Score -1.517403e+08 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 4200 members 
Mstep: Class 4 contains 8607 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76056 members 
Mstep: Class 7 contains 87126 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 43398 members 
Mstep: Class 10 contains 9307 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 21378 members 
Mstep: Class 13 contains 83990 members 
Mstep: Class 14 contains 28616 members 
Mstep: Class 15 contains 16620 members 
Mstep: Class 16 contains 86266 members 
Mstep: Class 17 contains 64264 members 
Mstep: Class 18 contains 13028 members 
Mstep: Class 19 contains 46234 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 7667 members 
Mstep: Class 22 contains 48260 members 
Mstep: Class 23 contains 6476 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 57061 members 
Mstep: Class 26 contains 21032 members 
Mstep: Class 27 contains 17050 members 
Mstep: Class 28 contains 92259 members 
Mstep: Class 29 contains 47683 members 
Mstep: Class 30 contains 12111 members 
Mstep: Class 31 contains 4664 members 
Mstep: Class 32 contains 10883 members 
Mstep: Class 33 contains 7008 members 
Mstep: Class 34 contains 9494 members 
Mstep: Class 35 contains 15570 members 
Mstep: Class 36 contains 8857 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151744656.000000 Penalty: 126763.585938
Iteration 46Q: 38 clusters Score -1.517447e+08 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 8959 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76198 members 
Mstep: Class 7 contains 86398 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 43625 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 21269 members 
Mstep: Class 13 contains 83536 members 
Mstep: Class 14 contains 28533 members 
Mstep: Class 15 contains 16283 members 
Mstep: Class 16 contains 86164 members 
Mstep: Class 17 contains 63547 members 
Mstep: Class 18 contains 13274 members 
Mstep: Class 19 contains 45888 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 47951 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 57889 members 
Mstep: Class 26 contains 22007 members 
Mstep: Class 27 contains 16963 members 
Mstep: Class 28 contains 92332 members 
Mstep: Class 29 contains 47215 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 4656 members 
Mstep: Class 32 contains 11144 members 
Mstep: Class 33 contains 7028 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 15467 members 
Mstep: Class 36 contains 8902 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151748512.000000 Penalty: 126763.585938
Iteration 47Q: 38 clusters Score -1.517485e+08 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 5914 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 9259 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76352 members 
Mstep: Class 7 contains 85654 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 43825 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 1089 members 
Mstep: Class 12 contains 21173 members 
Mstep: Class 13 contains 83148 members 
Mstep: Class 14 contains 28487 members 
Mstep: Class 15 contains 15848 members 
Mstep: Class 16 contains 86096 members 
Mstep: Class 17 contains 62816 members 
Mstep: Class 18 contains 13572 members 
Mstep: Class 19 contains 45495 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8015 members 
Mstep: Class 22 contains 47488 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 58722 members 
Mstep: Class 26 contains 22934 members 
Mstep: Class 27 contains 16883 members 
Mstep: Class 28 contains 92370 members 
Mstep: Class 29 contains 46837 members 
Mstep: Class 30 contains 12058 members 
Mstep: Class 31 contains 4645 members 
Mstep: Class 32 contains 11337 members 
Mstep: Class 33 contains 7042 members 
Mstep: Class 34 contains 9489 members 
Mstep: Class 35 contains 15383 members 
Mstep: Class 36 contains 8991 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151752672.000000 Penalty: 126763.585938
Iteration 48Q: 38 clusters Score -1.517527e+08 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76470 members 
Mstep: Class 7 contains 84993 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 44006 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 21076 members 
Mstep: Class 13 contains 82957 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 15383 members 
Mstep: Class 16 contains 86031 members 
Mstep: Class 17 contains 62137 members 
Mstep: Class 18 contains 13950 members 
Mstep: Class 19 contains 45137 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8149 members 
Mstep: Class 22 contains 46915 members 
Mstep: Class 23 contains 7574 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 59466 members 
Mstep: Class 26 contains 23667 members 
Mstep: Class 27 contains 16753 members 
Mstep: Class 28 contains 92424 members 
Mstep: Class 29 contains 46492 members 
Mstep: Class 30 contains 12031 members 
Mstep: Class 31 contains 4639 members 
Mstep: Class 32 contains 11488 members 
Mstep: Class 33 contains 7051 members 
Mstep: Class 34 contains 9482 members 
Mstep: Class 35 contains 15332 members 
Mstep: Class 36 contains 9087 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151758592.000000 Penalty: 126763.585938
Iteration 49Q: 38 clusters Score -1.517586e+08 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76628 members 
Mstep: Class 7 contains 84452 members 
Mstep: Class 8 contains 4550 members 
Mstep: Class 9 contains 44174 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 21019 members 
Mstep: Class 13 contains 82877 members 
Mstep: Class 14 contains 28367 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 85983 members 
Mstep: Class 17 contains 61421 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 44854 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8241 members 
Mstep: Class 22 contains 46108 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 60189 members 
Mstep: Class 26 contains 24208 members 
Mstep: Class 27 contains 16565 members 
Mstep: Class 28 contains 92453 members 
Mstep: Class 29 contains 46212 members 
Mstep: Class 30 contains 12012 members 
Mstep: Class 31 contains 4624 members 
Mstep: Class 32 contains 11597 members 
Mstep: Class 33 contains 7054 members 
Mstep: Class 34 contains 9479 members 
Mstep: Class 35 contains 15341 members 
Mstep: Class 36 contains 9139 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151762416.000000 Penalty: 126763.585938
Iteration 50Q: 38 clusters Score -1.517624e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 4494 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76728 members 
Mstep: Class 7 contains 84021 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 44347 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 20949 members 
Mstep: Class 13 contains 82899 members 
Mstep: Class 14 contains 28335 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 16 contains 85949 members 
Mstep: Class 17 contains 60511 members 
Mstep: Class 18 contains 15150 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8329 members 
Mstep: Class 22 contains 45122 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 60921 members 
Mstep: Class 26 contains 24624 members 
Mstep: Class 27 contains 16382 members 
Mstep: Class 28 contains 92465 members 
Mstep: Class 29 contains 45951 members 
Mstep: Class 30 contains 12003 members 
Mstep: Class 31 contains 4619 members 
Mstep: Class 32 contains 11686 members 
Mstep: Class 33 contains 7062 members 
Mstep: Class 34 contains 9477 members 
Mstep: Class 35 contains 15389 members 
Mstep: Class 36 contains 9187 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151765984.000000 Penalty: 126763.585938
Iteration 51Q: 38 clusters Score -1.51766e+08 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76816 members 
Mstep: Class 7 contains 83595 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 10 contains 9600 members 
Mstep: Class 11 contains 1103 members 
Mstep: Class 12 contains 20847 members 
Mstep: Class 13 contains 82999 members 
Mstep: Class 14 contains 28283 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 85911 members 
Mstep: Class 17 contains 59431 members 
Mstep: Class 18 contains 16126 members 
Mstep: Class 19 contains 44428 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8407 members 
Mstep: Class 22 contains 44087 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 61633 members 
Mstep: Class 26 contains 24895 members 
Mstep: Class 27 contains 16267 members 
Mstep: Class 28 contains 92470 members 
Mstep: Class 29 contains 45735 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 4622 members 
Mstep: Class 32 contains 11764 members 
Mstep: Class 33 contains 7069 members 
Mstep: Class 34 contains 9479 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 9242 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151771088.000000 Penalty: 126763.585938
Iteration 52Q: 38 clusters Score -1.517711e+08 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 4674 members 
Mstep: Class 4 contains 10538 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 76917 members 
Mstep: Class 7 contains 83180 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 44667 members 
Mstep: Class 10 contains 9636 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 20686 members 
Mstep: Class 13 contains 83222 members 
Mstep: Class 14 contains 28198 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 85884 members 
Mstep: Class 17 contains 58479 members 
Mstep: Class 18 contains 17063 members 
Mstep: Class 19 contains 44339 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8499 members 
Mstep: Class 22 contains 43047 members 
Mstep: Class 23 contains 8056 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 62177 members 
Mstep: Class 26 contains 25102 members 
Mstep: Class 27 contains 16184 members 
Mstep: Class 28 contains 92440 members 
Mstep: Class 29 contains 45554 members 
Mstep: Class 30 contains 11970 members 
Mstep: Class 31 contains 4615 members 
Mstep: Class 32 contains 11834 members 
Mstep: Class 33 contains 7075 members 
Mstep: Class 34 contains 9488 members 
Mstep: Class 35 contains 15581 members 
Mstep: Class 36 contains 9285 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151775792.000000 Penalty: 126763.585938
Iteration 53Q: 38 clusters Score -1.517758e+08 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77047 members 
Mstep: Class 7 contains 82737 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 44862 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 20509 members 
Mstep: Class 13 contains 83508 members 
Mstep: Class 14 contains 28116 members 
Mstep: Class 15 contains 14930 members 
Mstep: Class 16 contains 85844 members 
Mstep: Class 17 contains 58029 members 
Mstep: Class 18 contains 17538 members 
Mstep: Class 19 contains 44277 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8600 members 
Mstep: Class 22 contains 41959 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 62679 members 
Mstep: Class 26 contains 25230 members 
Mstep: Class 27 contains 16103 members 
Mstep: Class 28 contains 92381 members 
Mstep: Class 29 contains 45386 members 
Mstep: Class 30 contains 11918 members 
Mstep: Class 31 contains 4609 members 
Mstep: Class 32 contains 11890 members 
Mstep: Class 33 contains 7083 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 15724 members 
Mstep: Class 36 contains 9367 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151779632.000000 Penalty: 126763.585938
Iteration 54Q: 38 clusters Score -1.517796e+08 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 6948 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 10798 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77134 members 
Mstep: Class 7 contains 82359 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 45066 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 20376 members 
Mstep: Class 13 contains 83763 members 
Mstep: Class 14 contains 28058 members 
Mstep: Class 15 contains 14907 members 
Mstep: Class 16 contains 85817 members 
Mstep: Class 17 contains 57852 members 
Mstep: Class 18 contains 17652 members 
Mstep: Class 19 contains 44286 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8691 members 
Mstep: Class 22 contains 40941 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 63187 members 
Mstep: Class 26 contains 25280 members 
Mstep: Class 27 contains 16012 members 
Mstep: Class 28 contains 92296 members 
Mstep: Class 29 contains 45219 members 
Mstep: Class 30 contains 11865 members 
Mstep: Class 31 contains 4607 members 
Mstep: Class 32 contains 11947 members 
Mstep: Class 33 contains 7091 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 15902 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151782016.000000 Penalty: 126763.585938
Iteration 55Q: 38 clusters Score -1.51782e+08 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 4873 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77208 members 
Mstep: Class 7 contains 81931 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 45257 members 
Mstep: Class 10 contains 9702 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 20279 members 
Mstep: Class 13 contains 84051 members 
Mstep: Class 14 contains 28018 members 
Mstep: Class 15 contains 14876 members 
Mstep: Class 16 contains 85799 members 
Mstep: Class 17 contains 57794 members 
Mstep: Class 18 contains 17559 members 
Mstep: Class 19 contains 44390 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8774 members 
Mstep: Class 22 contains 39995 members 
Mstep: Class 23 contains 8099 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 63664 members 
Mstep: Class 26 contains 25313 members 
Mstep: Class 27 contains 15905 members 
Mstep: Class 28 contains 92202 members 
Mstep: Class 29 contains 45090 members 
Mstep: Class 30 contains 11836 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 11992 members 
Mstep: Class 33 contains 7101 members 
Mstep: Class 34 contains 9519 members 
Mstep: Class 35 contains 16110 members 
Mstep: Class 36 contains 9537 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151783888.000000 Penalty: 126763.585938
Iteration 56Q: 38 clusters Score -1.517839e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77227 members 
Mstep: Class 7 contains 81544 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 45452 members 
Mstep: Class 10 contains 9716 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 20185 members 
Mstep: Class 13 contains 84254 members 
Mstep: Class 14 contains 27980 members 
Mstep: Class 15 contains 14870 members 
Mstep: Class 16 contains 85795 members 
Mstep: Class 17 contains 57828 members 
Mstep: Class 18 contains 17436 members 
Mstep: Class 19 contains 44543 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 39098 members 
Mstep: Class 23 contains 8103 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 64157 members 
Mstep: Class 26 contains 25321 members 
Mstep: Class 27 contains 15772 members 
Mstep: Class 28 contains 92124 members 
Mstep: Class 29 contains 44945 members 
Mstep: Class 30 contains 11817 members 
Mstep: Class 31 contains 4592 members 
Mstep: Class 32 contains 12039 members 
Mstep: Class 33 contains 7106 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 16270 members 
Mstep: Class 36 contains 9591 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151785312.000000 Penalty: 126763.585938
Iteration 57Q: 38 clusters Score -1.517853e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 7368 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 11011 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77253 members 
Mstep: Class 7 contains 81204 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 45657 members 
Mstep: Class 10 contains 9730 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 20120 members 
Mstep: Class 13 contains 84311 members 
Mstep: Class 14 contains 27944 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 85792 members 
Mstep: Class 17 contains 57845 members 
Mstep: Class 18 contains 17246 members 
Mstep: Class 19 contains 44699 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 38319 members 
Mstep: Class 23 contains 8123 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 64628 members 
Mstep: Class 26 contains 25344 members 
Mstep: Class 27 contains 15674 members 
Mstep: Class 28 contains 92010 members 
Mstep: Class 29 contains 44814 members 
Mstep: Class 30 contains 11808 members 
Mstep: Class 31 contains 4585 members 
Mstep: Class 32 contains 12073 members 
Mstep: Class 33 contains 7112 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 16464 members 
Mstep: Class 36 contains 9651 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151786384.000000 Penalty: 126763.585938
Iteration 58Q: 38 clusters Score -1.517864e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77276 members 
Mstep: Class 7 contains 80864 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 45858 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 20053 members 
Mstep: Class 13 contains 84353 members 
Mstep: Class 14 contains 27903 members 
Mstep: Class 15 contains 14843 members 
Mstep: Class 16 contains 85800 members 
Mstep: Class 17 contains 57850 members 
Mstep: Class 18 contains 17058 members 
Mstep: Class 19 contains 44900 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 37611 members 
Mstep: Class 23 contains 8123 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 65058 members 
Mstep: Class 26 contains 25354 members 
Mstep: Class 27 contains 15597 members 
Mstep: Class 28 contains 91888 members 
Mstep: Class 29 contains 44697 members 
Mstep: Class 30 contains 11794 members 
Mstep: Class 31 contains 4579 members 
Mstep: Class 32 contains 12101 members 
Mstep: Class 33 contains 7115 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 16667 members 
Mstep: Class 36 contains 9702 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151787152.000000 Penalty: 126763.585938
Iteration 59Q: 38 clusters Score -1.517872e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 7576 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 11135 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 77318 members 
Mstep: Class 7 contains 80552 members 
Mstep: Class 8 contains 4618 members 
Mstep: Class 9 contains 46054 members 
Mstep: Class 10 contains 9750 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 19978 members 
Mstep: Class 13 contains 84328 members 
Mstep: Class 14 contains 27851 members 
Mstep: Class 15 contains 14833 members 
Mstep: Class 16 contains 85812 members 
Mstep: Class 17 contains 57880 members 
Mstep: Class 18 contains 16863 members 
Mstep: Class 19 contains 45086 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 9023 members 
Mstep: Class 22 contains 36918 members 
Mstep: Class 23 contains 8111 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 65488 members 
Mstep: Class 26 contains 25370 members 
Mstep: Class 27 contains 15532 members 
Mstep: Class 28 contains 91780 members 
Mstep: Class 29 contains 44592 members 
Mstep: Class 30 contains 11790 members 
Mstep: Class 31 contains 4573 members 
Mstep: Class 32 contains 12129 members 
Mstep: Class 33 contains 7117 members 
Mstep: Class 34 contains 9506 members 
Mstep: Class 35 contains 16895 members 
Mstep: Class 36 contains 9761 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151789648.000000 Penalty: 126763.585938
Iteration 60F: 38 clusters Score -1.517896e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 7704 members 
Mstep: Class 3 contains 5271 members 
Mstep: Class 4 contains 11150 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77348 members 
Mstep: Class 7 contains 80243 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 46225 members 
Mstep: Class 10 contains 9764 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 19926 members 
Mstep: Class 13 contains 83733 members 
Mstep: Class 14 contains 27810 members 
Mstep: Class 15 contains 14795 members 
Mstep: Class 16 contains 85831 members 
Mstep: Class 17 contains 57870 members 
Mstep: Class 18 contains 16715 members 
Mstep: Class 19 contains 44923 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 9068 members 
Mstep: Class 22 contains 36179 members 
Mstep: Class 23 contains 8089 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 66500 members 
Mstep: Class 26 contains 25626 members 
Mstep: Class 27 contains 15437 members 
Mstep: Class 28 contains 91673 members 
Mstep: Class 29 contains 44475 members 
Mstep: Class 30 contains 11790 members 
Mstep: Class 31 contains 4563 members 
Mstep: Class 32 contains 12151 members 
Mstep: Class 33 contains 7120 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 17148 members 
Mstep: Class 36 contains 9813 members 
Mstep: Class 37 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151791216.000000 Penalty: 126763.585938
Iteration 61Q: 38 clusters Score -1.517912e+08 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 7820 members 
Mstep: Class 3 contains 5479 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77367 members 
Mstep: Class 7 contains 79960 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 46408 members 
Mstep: Class 10 contains 9758 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 19887 members 
Mstep: Class 13 contains 83188 members 
Mstep: Class 14 contains 27781 members 
Mstep: Class 15 contains 14776 members 
Mstep: Class 16 contains 85851 members 
Mstep: Class 17 contains 57889 members 
Mstep: Class 18 contains 16478 members 
Mstep: Class 19 contains 44733 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9110 members 
Mstep: Class 22 contains 35475 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 67487 members 
Mstep: Class 26 contains 25810 members 
Mstep: Class 27 contains 15358 members 
Mstep: Class 28 contains 91562 members 
Mstep: Class 29 contains 44377 members 
Mstep: Class 30 contains 11804 members 
Mstep: Class 31 contains 4552 members 
Mstep: Class 32 contains 12184 members 
Mstep: Class 33 contains 7119 members 
Mstep: Class 34 contains 9499 members 
Mstep: Class 35 contains 17454 members 
Mstep: Class 36 contains 9875 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151792656.000000 Penalty: 126763.585938
Iteration 62Q: 38 clusters Score -1.517927e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 7909 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77398 members 
Mstep: Class 7 contains 79738 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 46574 members 
Mstep: Class 10 contains 9766 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 19810 members 
Mstep: Class 13 contains 82531 members 
Mstep: Class 14 contains 27753 members 
Mstep: Class 15 contains 14748 members 
Mstep: Class 16 contains 85851 members 
Mstep: Class 17 contains 57912 members 
Mstep: Class 18 contains 16176 members 
Mstep: Class 19 contains 44596 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9143 members 
Mstep: Class 22 contains 34797 members 
Mstep: Class 23 contains 8059 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 68474 members 
Mstep: Class 26 contains 25937 members 
Mstep: Class 27 contains 15270 members 
Mstep: Class 28 contains 91471 members 
Mstep: Class 29 contains 44272 members 
Mstep: Class 30 contains 11815 members 
Mstep: Class 31 contains 4548 members 
Mstep: Class 32 contains 12215 members 
Mstep: Class 33 contains 7122 members 
Mstep: Class 34 contains 9498 members 
Mstep: Class 35 contains 17853 members 
Mstep: Class 36 contains 9923 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151793840.000000 Penalty: 126763.585938
Iteration 63Q: 38 clusters Score -1.517938e+08 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 5834 members 
Mstep: Class 4 contains 11332 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77473 members 
Mstep: Class 7 contains 79504 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 46732 members 
Mstep: Class 10 contains 9775 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 19725 members 
Mstep: Class 13 contains 81827 members 
Mstep: Class 14 contains 27726 members 
Mstep: Class 15 contains 14723 members 
Mstep: Class 16 contains 85857 members 
Mstep: Class 17 contains 57949 members 
Mstep: Class 18 contains 15792 members 
Mstep: Class 19 contains 44495 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9175 members 
Mstep: Class 22 contains 34180 members 
Mstep: Class 23 contains 8041 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 69454 members 
Mstep: Class 26 contains 25996 members 
Mstep: Class 27 contains 15152 members 
Mstep: Class 28 contains 91380 members 
Mstep: Class 29 contains 44182 members 
Mstep: Class 30 contains 11818 members 
Mstep: Class 31 contains 4544 members 
Mstep: Class 32 contains 12235 members 
Mstep: Class 33 contains 7119 members 
Mstep: Class 34 contains 9499 members 
Mstep: Class 35 contains 18389 members 
Mstep: Class 36 contains 9974 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151796512.000000 Penalty: 126763.585938
Iteration 64Q: 38 clusters Score -1.517965e+08 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 7987 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 11410 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77542 members 
Mstep: Class 7 contains 79272 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 46887 members 
Mstep: Class 10 contains 9781 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 19642 members 
Mstep: Class 13 contains 81093 members 
Mstep: Class 14 contains 27715 members 
Mstep: Class 15 contains 14694 members 
Mstep: Class 16 contains 85856 members 
Mstep: Class 17 contains 57993 members 
Mstep: Class 18 contains 15346 members 
Mstep: Class 19 contains 44382 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9205 members 
Mstep: Class 22 contains 33596 members 
Mstep: Class 23 contains 8036 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 70481 members 
Mstep: Class 26 contains 26006 members 
Mstep: Class 27 contains 15029 members 
Mstep: Class 28 contains 91284 members 
Mstep: Class 29 contains 44079 members 
Mstep: Class 30 contains 11821 members 
Mstep: Class 31 contains 4539 members 
Mstep: Class 32 contains 12245 members 
Mstep: Class 33 contains 7118 members 
Mstep: Class 34 contains 9492 members 
Mstep: Class 35 contains 19074 members 
Mstep: Class 36 contains 9998 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151799104.000000 Penalty: 126763.585938
Iteration 65Q: 38 clusters Score -1.517991e+08 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 8020 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 11489 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77585 members 
Mstep: Class 7 contains 79068 members 
Mstep: Class 8 contains 4508 members 
Mstep: Class 9 contains 47059 members 
Mstep: Class 10 contains 9790 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 19569 members 
Mstep: Class 13 contains 80275 members 
Mstep: Class 14 contains 27717 members 
Mstep: Class 15 contains 14662 members 
Mstep: Class 16 contains 85856 members 
Mstep: Class 17 contains 58067 members 
Mstep: Class 18 contains 15307 members 
Mstep: Class 19 contains 44291 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9255 members 
Mstep: Class 22 contains 33029 members 
Mstep: Class 23 contains 8038 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 71525 members 
Mstep: Class 26 contains 25898 members 
Mstep: Class 27 contains 14891 members 
Mstep: Class 28 contains 91171 members 
Mstep: Class 29 contains 43984 members 
Mstep: Class 30 contains 11821 members 
Mstep: Class 31 contains 4535 members 
Mstep: Class 32 contains 12258 members 
Mstep: Class 33 contains 7113 members 
Mstep: Class 34 contains 9483 members 
Mstep: Class 35 contains 19442 members 
Mstep: Class 36 contains 10016 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800256.000000 Penalty: 126763.585938
Iteration 66Q: 38 clusters Score -1.518003e+08 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 8067 members 
Mstep: Class 3 contains 6168 members 
Mstep: Class 4 contains 11554 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77594 members 
Mstep: Class 7 contains 78895 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 47208 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 1108 members 
Mstep: Class 12 contains 19492 members 
Mstep: Class 13 contains 79315 members 
Mstep: Class 14 contains 27735 members 
Mstep: Class 15 contains 14637 members 
Mstep: Class 16 contains 85849 members 
Mstep: Class 17 contains 58169 members 
Mstep: Class 18 contains 15319 members 
Mstep: Class 19 contains 44263 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9295 members 
Mstep: Class 22 contains 32506 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 72644 members 
Mstep: Class 26 contains 25813 members 
Mstep: Class 27 contains 14750 members 
Mstep: Class 28 contains 91078 members 
Mstep: Class 29 contains 43898 members 
Mstep: Class 30 contains 11826 members 
Mstep: Class 31 contains 4533 members 
Mstep: Class 32 contains 12282 members 
Mstep: Class 33 contains 7107 members 
Mstep: Class 34 contains 9474 members 
Mstep: Class 35 contains 19636 members 
Mstep: Class 36 contains 10038 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800928.000000 Penalty: 126763.585938
Iteration 67Q: 38 clusters Score -1.518009e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77598 members 
Mstep: Class 7 contains 78718 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 47364 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 19422 members 
Mstep: Class 13 contains 78345 members 
Mstep: Class 14 contains 27739 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 85836 members 
Mstep: Class 17 contains 58254 members 
Mstep: Class 18 contains 15380 members 
Mstep: Class 19 contains 44241 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9344 members 
Mstep: Class 22 contains 31965 members 
Mstep: Class 23 contains 8053 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 73793 members 
Mstep: Class 26 contains 25734 members 
Mstep: Class 27 contains 14634 members 
Mstep: Class 28 contains 90973 members 
Mstep: Class 29 contains 43819 members 
Mstep: Class 30 contains 11828 members 
Mstep: Class 31 contains 4534 members 
Mstep: Class 32 contains 12302 members 
Mstep: Class 33 contains 7096 members 
Mstep: Class 34 contains 9468 members 
Mstep: Class 35 contains 19751 members 
Mstep: Class 36 contains 10057 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800992.000000 Penalty: 126763.585938
Iteration 68Q: 38 clusters Score -1.51801e+08 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 3 contains 6310 members 
Mstep: Class 4 contains 11625 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77615 members 
Mstep: Class 7 contains 78610 members 
Mstep: Class 8 contains 4533 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 1099 members 
Mstep: Class 12 contains 19354 members 
Mstep: Class 13 contains 77241 members 
Mstep: Class 14 contains 27740 members 
Mstep: Class 15 contains 14611 members 
Mstep: Class 16 contains 85823 members 
Mstep: Class 17 contains 58369 members 
Mstep: Class 18 contains 15452 members 
Mstep: Class 19 contains 44251 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9386 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 23 contains 8056 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 74974 members 
Mstep: Class 26 contains 25651 members 
Mstep: Class 27 contains 14526 members 
Mstep: Class 28 contains 90893 members 
Mstep: Class 29 contains 43752 members 
Mstep: Class 30 contains 11830 members 
Mstep: Class 31 contains 4532 members 
Mstep: Class 32 contains 12312 members 
Mstep: Class 33 contains 7095 members 
Mstep: Class 34 contains 9462 members 
Mstep: Class 35 contains 19817 members 
Mstep: Class 36 contains 10072 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800800.000000 Penalty: 126763.585938
Iteration 69Q: 38 clusters Score -1.518008e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 11659 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77660 members 
Mstep: Class 7 contains 78544 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 47623 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 19303 members 
Mstep: Class 13 contains 76124 members 
Mstep: Class 14 contains 27728 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 85822 members 
Mstep: Class 17 contains 58468 members 
Mstep: Class 18 contains 15555 members 
Mstep: Class 19 contains 44283 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9434 members 
Mstep: Class 22 contains 30856 members 
Mstep: Class 23 contains 8063 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 76089 members 
Mstep: Class 26 contains 25567 members 
Mstep: Class 27 contains 14425 members 
Mstep: Class 28 contains 90802 members 
Mstep: Class 29 contains 43704 members 
Mstep: Class 30 contains 11833 members 
Mstep: Class 31 contains 4529 members 
Mstep: Class 32 contains 12324 members 
Mstep: Class 33 contains 7093 members 
Mstep: Class 34 contains 9461 members 
Mstep: Class 35 contains 19846 members 
Mstep: Class 36 contains 10058 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800704.000000 Penalty: 126763.585938
Iteration 70Q: 38 clusters Score -1.518007e+08 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 6416 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77698 members 
Mstep: Class 7 contains 78516 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 47735 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 19269 members 
Mstep: Class 13 contains 74877 members 
Mstep: Class 14 contains 27713 members 
Mstep: Class 15 contains 14580 members 
Mstep: Class 16 contains 85821 members 
Mstep: Class 17 contains 58537 members 
Mstep: Class 18 contains 15639 members 
Mstep: Class 19 contains 44301 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9474 members 
Mstep: Class 22 contains 30359 members 
Mstep: Class 23 contains 8067 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 77268 members 
Mstep: Class 26 contains 25487 members 
Mstep: Class 27 contains 14325 members 
Mstep: Class 28 contains 90725 members 
Mstep: Class 29 contains 43660 members 
Mstep: Class 30 contains 11834 members 
Mstep: Class 31 contains 4523 members 
Mstep: Class 32 contains 12335 members 
Mstep: Class 33 contains 7091 members 
Mstep: Class 34 contains 9456 members 
Mstep: Class 35 contains 19874 members 
Mstep: Class 36 contains 10041 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151801088.000000 Penalty: 126763.585938
Iteration 71Q: 38 clusters Score -1.518011e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 6440 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77748 members 
Mstep: Class 7 contains 78527 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 47834 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 12 contains 19244 members 
Mstep: Class 13 contains 73563 members 
Mstep: Class 14 contains 27700 members 
Mstep: Class 15 contains 14560 members 
Mstep: Class 16 contains 85828 members 
Mstep: Class 17 contains 58596 members 
Mstep: Class 18 contains 15713 members 
Mstep: Class 19 contains 44319 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 29907 members 
Mstep: Class 23 contains 8062 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 78424 members 
Mstep: Class 26 contains 25397 members 
Mstep: Class 27 contains 14252 members 
Mstep: Class 28 contains 90662 members 
Mstep: Class 29 contains 43610 members 
Mstep: Class 30 contains 11833 members 
Mstep: Class 31 contains 4521 members 
Mstep: Class 32 contains 12355 members 
Mstep: Class 33 contains 7088 members 
Mstep: Class 34 contains 9451 members 
Mstep: Class 35 contains 19883 members 
Mstep: Class 36 contains 10030 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151801344.000000 Penalty: 126763.585938
Iteration 72Q: 38 clusters Score -1.518013e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 6471 members 
Mstep: Class 4 contains 11727 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77785 members 
Mstep: Class 7 contains 78584 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 47924 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 19225 members 
Mstep: Class 13 contains 72276 members 
Mstep: Class 14 contains 27687 members 
Mstep: Class 15 contains 14522 members 
Mstep: Class 16 contains 85834 members 
Mstep: Class 17 contains 58635 members 
Mstep: Class 18 contains 15791 members 
Mstep: Class 19 contains 44338 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 29462 members 
Mstep: Class 23 contains 8058 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 79494 members 
Mstep: Class 26 contains 25302 members 
Mstep: Class 27 contains 14188 members 
Mstep: Class 28 contains 90608 members 
Mstep: Class 29 contains 43563 members 
Mstep: Class 30 contains 11836 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 12374 members 
Mstep: Class 33 contains 7086 members 
Mstep: Class 34 contains 9446 members 
Mstep: Class 35 contains 19877 members 
Mstep: Class 36 contains 10014 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800944.000000 Penalty: 126763.585938
Iteration 73Q: 38 clusters Score -1.518009e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 8575 members 
Mstep: Class 3 contains 6509 members 
Mstep: Class 4 contains 11742 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77832 members 
Mstep: Class 7 contains 78652 members 
Mstep: Class 8 contains 4612 members 
Mstep: Class 9 contains 48013 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 1071 members 
Mstep: Class 12 contains 19204 members 
Mstep: Class 13 contains 70989 members 
Mstep: Class 14 contains 27682 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 85836 members 
Mstep: Class 17 contains 58688 members 
Mstep: Class 18 contains 15849 members 
Mstep: Class 19 contains 44322 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9563 members 
Mstep: Class 22 contains 29016 members 
Mstep: Class 23 contains 8048 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 80539 members 
Mstep: Class 26 contains 25219 members 
Mstep: Class 27 contains 14139 members 
Mstep: Class 28 contains 90557 members 
Mstep: Class 29 contains 43510 members 
Mstep: Class 30 contains 11841 members 
Mstep: Class 31 contains 4516 members 
Mstep: Class 32 contains 12394 members 
Mstep: Class 33 contains 7085 members 
Mstep: Class 34 contains 9442 members 
Mstep: Class 35 contains 19870 members 
Mstep: Class 36 contains 9979 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151800288.000000 Penalty: 126763.585938
Iteration 74Q: 38 clusters Score -1.518003e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 8686 members 
Mstep: Class 3 contains 6537 members 
Mstep: Class 4 contains 11757 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77876 members 
Mstep: Class 7 contains 78760 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 48094 members 
Mstep: Class 10 contains 9815 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 19176 members 
Mstep: Class 13 contains 69745 members 
Mstep: Class 14 contains 27670 members 
Mstep: Class 15 contains 14438 members 
Mstep: Class 16 contains 85836 members 
Mstep: Class 17 contains 58751 members 
Mstep: Class 18 contains 15928 members 
Mstep: Class 19 contains 44295 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9588 members 
Mstep: Class 22 contains 28542 members 
Mstep: Class 23 contains 8042 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 81510 members 
Mstep: Class 26 contains 25138 members 
Mstep: Class 27 contains 14091 members 
Mstep: Class 28 contains 90507 members 
Mstep: Class 29 contains 43461 members 
Mstep: Class 30 contains 11845 members 
Mstep: Class 31 contains 4511 members 
Mstep: Class 32 contains 12418 members 
Mstep: Class 33 contains 7082 members 
Mstep: Class 34 contains 9441 members 
Mstep: Class 35 contains 19861 members 
Mstep: Class 36 contains 9949 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151799520.000000 Penalty: 126763.585938
Iteration 75Q: 38 clusters Score -1.517995e+08 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 8773 members 
Mstep: Class 3 contains 6560 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77925 members 
Mstep: Class 7 contains 78868 members 
Mstep: Class 8 contains 4632 members 
Mstep: Class 9 contains 48165 members 
Mstep: Class 10 contains 9810 members 
Mstep: Class 11 contains 1064 members 
Mstep: Class 12 contains 19150 members 
Mstep: Class 13 contains 68396 members 
Mstep: Class 14 contains 27659 members 
Mstep: Class 15 contains 14396 members 
Mstep: Class 16 contains 85839 members 
Mstep: Class 17 contains 58801 members 
Mstep: Class 18 contains 16004 members 
Mstep: Class 19 contains 44289 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9611 members 
Mstep: Class 22 contains 28135 members 
Mstep: Class 23 contains 8050 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 82499 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 14035 members 
Mstep: Class 28 contains 90475 members 
Mstep: Class 29 contains 43404 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 12438 members 
Mstep: Class 33 contains 7082 members 
Mstep: Class 34 contains 9439 members 
Mstep: Class 35 contains 19844 members 
Mstep: Class 36 contains 9921 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151799440.000000 Penalty: 126763.585938
Iteration 76Q: 38 clusters Score -1.517994e+08 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 8873 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 77983 members 
Mstep: Class 7 contains 78973 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 48229 members 
Mstep: Class 10 contains 9808 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 19124 members 
Mstep: Class 13 contains 67127 members 
Mstep: Class 14 contains 27644 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 85839 members 
Mstep: Class 17 contains 58827 members 
Mstep: Class 18 contains 16070 members 
Mstep: Class 19 contains 44276 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9629 members 
Mstep: Class 22 contains 27714 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 83436 members 
Mstep: Class 26 contains 24996 members 
Mstep: Class 27 contains 13992 members 
Mstep: Class 28 contains 90448 members 
Mstep: Class 29 contains 43354 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 12456 members 
Mstep: Class 33 contains 7081 members 
Mstep: Class 34 contains 9439 members 
Mstep: Class 35 contains 19830 members 
Mstep: Class 36 contains 9898 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151799152.000000 Penalty: 126763.585938
Iteration 77Q: 38 clusters Score -1.517992e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 8951 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 11837 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78043 members 
Mstep: Class 7 contains 79125 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 48296 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 19109 members 
Mstep: Class 13 contains 65868 members 
Mstep: Class 14 contains 27620 members 
Mstep: Class 15 contains 14320 members 
Mstep: Class 16 contains 85839 members 
Mstep: Class 17 contains 58861 members 
Mstep: Class 18 contains 16147 members 
Mstep: Class 19 contains 44267 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9649 members 
Mstep: Class 22 contains 27346 members 
Mstep: Class 23 contains 8047 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 84301 members 
Mstep: Class 26 contains 24891 members 
Mstep: Class 27 contains 13937 members 
Mstep: Class 28 contains 90416 members 
Mstep: Class 29 contains 43311 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 12472 members 
Mstep: Class 33 contains 7078 members 
Mstep: Class 34 contains 9439 members 
Mstep: Class 35 contains 19819 members 
Mstep: Class 36 contains 9880 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151799232.000000 Penalty: 126763.585938
Iteration 78Q: 38 clusters Score -1.517992e+08 nChanged 3190
Entering ConstructFrom: 
Score: -151799232.000000 Penalty: 126763.585938
Entering ConstructFrom: 
Trying to split cluster 1 (38687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Entering Unmasked Estep 
Score: -6095182.000000 Penalty: 2619.688232
	Iteration 0F: 2 clusters Score -6095182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -6069002.000000 Penalty: 5239.376465
	Iteration 0F: 3 clusters Score -6069002 nChanged 17603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6078785.500000 Penalty: 5239.376465
	Iteration 1F: 3 clusters Score -6078786 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -6079406.500000 Penalty: 5239.376465
	Iteration 2Q: 3 clusters Score -6079406 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -6080209.500000 Penalty: 5239.376465
	Iteration 3Q: 3 clusters Score -6080210 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -6081249.500000 Penalty: 5239.376465
	Iteration 4F: 3 clusters Score -6081250 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6082852.000000 Penalty: 5239.376465
	Iteration 5F: 3 clusters Score -6082852 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -6085207.000000 Penalty: 5239.376465
	Iteration 6F: 3 clusters Score -6085207 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -6087974.500000 Penalty: 5239.376465
	Iteration 7F: 3 clusters Score -6087974 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6090175.000000 Penalty: 5239.376465
	Iteration 8F: 3 clusters Score -6090175 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6091386.500000 Penalty: 5239.376465
	Iteration 9Q: 3 clusters Score -6091386 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6092056.500000 Penalty: 5239.376465
	Iteration 10Q: 3 clusters Score -6092056 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6092415.000000 Penalty: 5239.376465
	Iteration 11Q: 3 clusters Score -6092415 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6092691.000000 Penalty: 5239.376465
	Iteration 12Q: 3 clusters Score -6092691 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6092860.500000 Penalty: 5239.376465
	Iteration 13Q: 3 clusters Score -6092860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6092942.500000 Penalty: 5239.376465
	Iteration 14Q: 3 clusters Score -6092942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6093022.500000 Penalty: 5239.376465
	Iteration 15Q: 3 clusters Score -6093022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6093096.000000 Penalty: 5239.376465
	Iteration 16Q: 3 clusters Score -6093096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6093178.500000 Penalty: 5239.376465
	Iteration 17Q: 3 clusters Score -6093178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6093266.500000 Penalty: 5239.376465
	Iteration 18Q: 3 clusters Score -6093266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6093335.500000 Penalty: 5239.376465
	Iteration 19Q: 3 clusters Score -6093336 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6093382.500000 Penalty: 5239.376465
	Iteration 20F: 3 clusters Score -6093382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6093404.500000 Penalty: 5239.376465
	Iteration 21Q: 3 clusters Score -6093404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6093401.000000 Penalty: 5239.376465
	Iteration 22Q: 3 clusters Score -6093401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6093428.000000 Penalty: 5239.376465
	Iteration 23Q: 3 clusters Score -6093428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6093435.500000 Penalty: 5239.376465
	Iteration 24Q: 3 clusters Score -6093436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6093443.500000 Penalty: 5239.376465
	Iteration 25Q: 3 clusters Score -6093444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6093469.500000 Penalty: 5239.376465
	Iteration 26Q: 3 clusters Score -6093470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6093480.500000 Penalty: 5239.376465
	Iteration 27Q: 3 clusters Score -6093480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6093507.000000 Penalty: 5239.376465
	Iteration 28Q: 3 clusters Score -6093507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6093502.500000 Penalty: 5239.376465
	Iteration 29Q: 3 clusters Score -6093502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6093520.500000 Penalty: 5239.376465
	Iteration 30Q: 3 clusters Score -6093520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6093510.000000 Penalty: 5239.376465
	Iteration 31Q: 3 clusters Score -6093510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6093543.000000 Penalty: 5239.376465
	Iteration 32Q: 3 clusters Score -6093543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6093545.500000 Penalty: 5239.376465
	Iteration 33Q: 3 clusters Score -6093546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6093574.000000 Penalty: 5239.376465
	Iteration 34Q: 3 clusters Score -6093574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6093599.500000 Penalty: 5239.376465
	Iteration 35Q: 3 clusters Score -6093600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6093622.000000 Penalty: 5239.376465
	Iteration 36Q: 3 clusters Score -6093622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6093628.500000 Penalty: 5239.376465
	Iteration 37Q: 3 clusters Score -6093628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6093635.500000 Penalty: 5239.376465
	Iteration 38Q: 3 clusters Score -6093636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6093640.000000 Penalty: 5239.376465
	Iteration 39Q: 3 clusters Score -6093640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6093637.500000 Penalty: 5239.376465
	Iteration 40F: 3 clusters Score -6093638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6093639.000000 Penalty: 5239.376465
	Iteration 41Q: 3 clusters Score -6093639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6093636.500000 Penalty: 5239.376465
	Iteration 42Q: 3 clusters Score -6093636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6093640.500000 Penalty: 5239.376465
	Iteration 43Q: 3 clusters Score -6093640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6093647.000000 Penalty: 5239.376465
	Iteration 44Q: 3 clusters Score -6093647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6093654.500000 Penalty: 5239.376465
	Iteration 45Q: 3 clusters Score -6093654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6093665.000000 Penalty: 5239.376465
	Iteration 46Q: 3 clusters Score -6093665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6093677.500000 Penalty: 5239.376465
	Iteration 47Q: 3 clusters Score -6093678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6093684.000000 Penalty: 5239.376465
	Iteration 48Q: 3 clusters Score -6093684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6093678.500000 Penalty: 5239.376465
	Iteration 49Q: 3 clusters Score -6093678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6093690.000000 Penalty: 5239.376465
	Iteration 50Q: 3 clusters Score -6093690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6093688.000000 Penalty: 5239.376465
	Iteration 51Q: 3 clusters Score -6093688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6093689.500000 Penalty: 5239.376465
	Iteration 52Q: 3 clusters Score -6093690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6093697.500000 Penalty: 5239.376465
	Iteration 53Q: 3 clusters Score -6093698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6093700.500000 Penalty: 5239.376465
	Iteration 54Q: 3 clusters Score -6093700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6093703.500000 Penalty: 5239.376465
	Iteration 55Q: 3 clusters Score -6093704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6093703.000000 Penalty: 5239.376465
	Iteration 56Q: 3 clusters Score -6093703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6093712.000000 Penalty: 5239.376465
	Iteration 57Q: 3 clusters Score -6093712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6093709.500000 Penalty: 5239.376465
	Iteration 58Q: 3 clusters Score -6093710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6093701.000000 Penalty: 5239.376465
	Iteration 59Q: 3 clusters Score -6093701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6093715.500000 Penalty: 5239.376465
	Iteration 60F: 3 clusters Score -6093716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6093722.500000 Penalty: 5239.376465
	Iteration 61Q: 3 clusters Score -6093722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6093730.500000 Penalty: 5239.376465
	Iteration 62Q: 3 clusters Score -6093730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6093730.500000 Penalty: 5239.376465
	Iteration 63Q: 3 clusters Score -6093730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6093738.500000 Penalty: 5239.376465
	Iteration 64Q: 3 clusters Score -6093738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6093745.000000 Penalty: 5239.376465
	Iteration 65Q: 3 clusters Score -6093745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6093740.000000 Penalty: 5239.376465
	Iteration 66Q: 3 clusters Score -6093740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6093751.000000 Penalty: 5239.376465
	Iteration 67Q: 3 clusters Score -6093751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6093743.000000 Penalty: 5239.376465
	Iteration 68Q: 3 clusters Score -6093743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6093760.500000 Penalty: 5239.376465
	Iteration 69Q: 3 clusters Score -6093760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6093762.500000 Penalty: 5239.376465
	Iteration 70Q: 3 clusters Score -6093762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6093770.000000 Penalty: 5239.376465
	Iteration 71Q: 3 clusters Score -6093770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6093771.500000 Penalty: 5239.376465
	Iteration 72Q: 3 clusters Score -6093772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6093764.000000 Penalty: 5239.376465
	Iteration 73Q: 3 clusters Score -6093764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6093768.500000 Penalty: 5239.376465
	Iteration 74Q: 3 clusters Score -6093768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6093770.000000 Penalty: 5239.376465
	Iteration 75Q: 3 clusters Score -6093770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6093773.000000 Penalty: 5239.376465
	Iteration 76Q: 3 clusters Score -6093773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6093778.500000 Penalty: 5239.376465
	Iteration 77Q: 3 clusters Score -6093778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6093778.500000 Penalty: 5239.376465
	Iteration 78F: 3 clusters Score -6093778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -1379643.000000 Penalty: 2258.090088
	Iteration 0F: 2 clusters Score -1379643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1372619.500000 Penalty: 4516.180176
	Iteration 0F: 3 clusters Score -1372620 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1374813.125000 Penalty: 4516.180176
	Iteration 1F: 3 clusters Score -1374813 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1375423.375000 Penalty: 4516.180176
	Iteration 2F: 3 clusters Score -1375423 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1376041.000000 Penalty: 4516.180176
	Iteration 3F: 3 clusters Score -1376041 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1376617.750000 Penalty: 4516.180176
	Iteration 4F: 3 clusters Score -1376618 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1377115.750000 Penalty: 4516.180176
	Iteration 5F: 3 clusters Score -1377116 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1377535.750000 Penalty: 4516.180176
	Iteration 6F: 3 clusters Score -1377536 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1377897.625000 Penalty: 4516.180176
	Iteration 7Q: 3 clusters Score -1377898 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1378196.625000 Penalty: 4516.180176
	Iteration 8Q: 3 clusters Score -1378197 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1378472.125000 Penalty: 4516.180176
	Iteration 9Q: 3 clusters Score -1378472 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1378713.875000 Penalty: 4516.180176
	Iteration 10Q: 3 clusters Score -1378714 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1378895.375000 Penalty: 4516.180176
	Iteration 11Q: 3 clusters Score -1378895 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1379010.125000 Penalty: 4516.180176
	Iteration 12Q: 3 clusters Score -1379010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1379087.625000 Penalty: 4516.180176
	Iteration 13Q: 3 clusters Score -1379088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1379136.375000 Penalty: 4516.180176
	Iteration 14Q: 3 clusters Score -1379136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1379167.250000 Penalty: 4516.180176
	Iteration 15Q: 3 clusters Score -1379167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1379190.625000 Penalty: 4516.180176
	Iteration 16Q: 3 clusters Score -1379191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1379216.750000 Penalty: 4516.180176
	Iteration 17Q: 3 clusters Score -1379217 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1379263.500000 Penalty: 4516.180176
	Iteration 18Q: 3 clusters Score -1379264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1379325.875000 Penalty: 4516.180176
	Iteration 19Q: 3 clusters Score -1379326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1379389.000000 Penalty: 4516.180176
	Iteration 20F: 3 clusters Score -1379389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1379444.750000 Penalty: 4516.180176
	Iteration 21Q: 3 clusters Score -1379445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1379513.250000 Penalty: 4516.180176
	Iteration 22Q: 3 clusters Score -1379513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1379582.750000 Penalty: 4516.180176
	Iteration 23Q: 3 clusters Score -1379583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1379641.250000 Penalty: 4516.180176
	Iteration 24Q: 3 clusters Score -1379641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1379684.000000 Penalty: 4516.180176
	Iteration 25Q: 3 clusters Score -1379684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1379703.000000 Penalty: 4516.180176
	Iteration 26Q: 3 clusters Score -1379703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1379712.000000 Penalty: 4516.180176
	Iteration 27Q: 3 clusters Score -1379712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1379718.625000 Penalty: 4516.180176
	Iteration 28Q: 3 clusters Score -1379719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1379720.250000 Penalty: 4516.180176
	Iteration 29Q: 3 clusters Score -1379720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1379722.375000 Penalty: 4516.180176
	Iteration 30Q: 3 clusters Score -1379722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1379724.500000 Penalty: 4516.180176
	Iteration 31Q: 3 clusters Score -1379724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1379726.000000 Penalty: 4516.180176
	Iteration 32Q: 3 clusters Score -1379726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1379723.875000 Penalty: 4516.180176
	Iteration 33Q: 3 clusters Score -1379724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1379723.875000 Penalty: 4516.180176
	Iteration 34F: 3 clusters Score -1379724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1379724.250000 Penalty: 4516.180176
	Iteration 35Q: 3 clusters Score -1379724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1379723.250000 Penalty: 4516.180176
	Iteration 36Q: 3 clusters Score -1379723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1379725.375000 Penalty: 4516.180176
	Iteration 37Q: 3 clusters Score -1379725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1379726.625000 Penalty: 4516.180176
	Iteration 38Q: 3 clusters Score -1379727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1379724.125000 Penalty: 4516.180176
	Iteration 39Q: 3 clusters Score -1379724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1379722.875000 Penalty: 4516.180176
	Iteration 40F: 3 clusters Score -1379723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1379726.250000 Penalty: 4516.180176
	Iteration 41Q: 3 clusters Score -1379726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1379725.250000 Penalty: 4516.180176
	Iteration 42Q: 3 clusters Score -1379725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1379725.750000 Penalty: 4516.180176
	Iteration 43Q: 3 clusters Score -1379726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1379725.625000 Penalty: 4516.180176
	Iteration 44Q: 3 clusters Score -1379726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1379726.500000 Penalty: 4516.180176
	Iteration 45Q: 3 clusters Score -1379726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1379727.250000 Penalty: 4516.180176
	Iteration 46Q: 3 clusters Score -1379727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1379728.125000 Penalty: 4516.180176
	Iteration 47Q: 3 clusters Score -1379728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1379728.875000 Penalty: 4516.180176
	Iteration 48Q: 3 clusters Score -1379729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1379729.375000 Penalty: 4516.180176
	Iteration 49Q: 3 clusters Score -1379729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1379728.750000 Penalty: 4516.180176
	Iteration 50Q: 3 clusters Score -1379729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1379730.125000 Penalty: 4516.180176
	Iteration 51Q: 3 clusters Score -1379730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1379731.875000 Penalty: 4516.180176
	Iteration 52Q: 3 clusters Score -1379732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1379732.375000 Penalty: 4516.180176
	Iteration 53Q: 3 clusters Score -1379732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1379729.625000 Penalty: 4516.180176
	Iteration 54Q: 3 clusters Score -1379730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1379729.750000 Penalty: 4516.180176
	Iteration 55Q: 3 clusters Score -1379730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1379729.250000 Penalty: 4516.180176
	Iteration 56Q: 3 clusters Score -1379729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1379731.375000 Penalty: 4516.180176
	Iteration 57Q: 3 clusters Score -1379731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1379731.500000 Penalty: 4516.180176
	Iteration 58Q: 3 clusters Score -1379732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1379734.000000 Penalty: 4516.180176
	Iteration 59Q: 3 clusters Score -1379734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1379732.125000 Penalty: 4516.180176
	Iteration 60F: 3 clusters Score -1379732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1379730.125000 Penalty: 4516.180176
	Iteration 61Q: 3 clusters Score -1379730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1379734.250000 Penalty: 4516.180176
	Iteration 62Q: 3 clusters Score -1379734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1379732.625000 Penalty: 4516.180176
	Iteration 63Q: 3 clusters Score -1379733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1379732.625000 Penalty: 4516.180176
	Iteration 64F: 3 clusters Score -1379733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 4272 members 
Entering Unmasked Estep 
Score: -151797120.000000 Penalty: 130189.625000
Splitting cluster 2 changes total score from -151799232.000000 to -151797120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -996279.375000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -996279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -990716.812500 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -990716.8 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -992249.875000 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -992249.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -992665.250000 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -992665.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -993064.187500 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -993064.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -993519.375000 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -993519.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -993993.625000 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -993993.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -994451.750000 Penalty: 4367.763672
	Iteration 6F: 3 clusters Score -994451.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -994877.875000 Penalty: 4367.763672
	Iteration 7F: 3 clusters Score -994877.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -995220.625000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -995220.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -995492.500000 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -995492.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -995760.500000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -995760.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -996114.187500 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -996114.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -996567.875000 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -996567.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -996875.562500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -996875.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -997020.437500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -997020.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -997085.437500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -997085.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -997126.750000 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -997126.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -997159.750000 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -997159.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -997194.250000 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -997194.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -997224.437500 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -997224.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -997265.062500 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -997265.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -997310.875000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -997310.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -997376.250000 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -997376.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -997460.562500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -997460.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -997545.062500 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -997545.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -997601.687500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -997601.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -997645.937500 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -997645.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -997671.937500 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -997671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -997688.687500 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -997688.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -997700.062500 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -997700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -997704.000000 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -997704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -997708.812500 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -997708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -997711.750000 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -997711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -997714.375000 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -997714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -997714.375000 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -997714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -997714.375000 Penalty: 4367.763672
	Iteration 35F: 3 clusters Score -997714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2646 members 
Entering Unmasked Estep 
Score: -151798480.000000 Penalty: 130189.625000
Splitting cluster 3 changes total score from -151799232.000000 to -151798480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Entering Unmasked Estep 
Score: -1592127.500000 Penalty: 2326.490723
	Iteration 0F: 2 clusters Score -1592128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1583400.750000 Penalty: 4652.981445
	Iteration 0F: 3 clusters Score -1583401 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1587119.875000 Penalty: 4652.981445
	Iteration 1F: 3 clusters Score -1587120 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1588878.125000 Penalty: 4652.981445
	Iteration 2F: 3 clusters Score -1588878 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1590392.875000 Penalty: 4652.981445
	Iteration 3F: 3 clusters Score -1590393 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1591205.500000 Penalty: 4652.981445
	Iteration 4F: 3 clusters Score -1591206 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1591562.250000 Penalty: 4652.981445
	Iteration 5F: 3 clusters Score -1591562 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1591739.625000 Penalty: 4652.981445
	Iteration 6Q: 3 clusters Score -1591740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1591863.000000 Penalty: 4652.981445
	Iteration 7Q: 3 clusters Score -1591863 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1591955.000000 Penalty: 4652.981445
	Iteration 8Q: 3 clusters Score -1591955 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1592031.625000 Penalty: 4652.981445
	Iteration 9Q: 3 clusters Score -1592032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1592086.625000 Penalty: 4652.981445
	Iteration 10Q: 3 clusters Score -1592087 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1592125.000000 Penalty: 4652.981445
	Iteration 11Q: 3 clusters Score -1592125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1592171.625000 Penalty: 4652.981445
	Iteration 12Q: 3 clusters Score -1592172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1592221.625000 Penalty: 4652.981445
	Iteration 13Q: 3 clusters Score -1592222 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1592281.125000 Penalty: 4652.981445
	Iteration 14Q: 3 clusters Score -1592281 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1592352.125000 Penalty: 4652.981445
	Iteration 15Q: 3 clusters Score -1592352 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1592408.000000 Penalty: 4652.981445
	Iteration 16Q: 3 clusters Score -1592408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1592464.875000 Penalty: 4652.981445
	Iteration 17Q: 3 clusters Score -1592465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1592528.875000 Penalty: 4652.981445
	Iteration 18Q: 3 clusters Score -1592529 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1592599.750000 Penalty: 4652.981445
	Iteration 19Q: 3 clusters Score -1592600 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1592675.375000 Penalty: 4652.981445
	Iteration 20F: 3 clusters Score -1592675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1592768.875000 Penalty: 4652.981445
	Iteration 21Q: 3 clusters Score -1592769 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1592850.375000 Penalty: 4652.981445
	Iteration 22Q: 3 clusters Score -1592850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1592941.000000 Penalty: 4652.981445
	Iteration 23Q: 3 clusters Score -1592941 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1593029.500000 Penalty: 4652.981445
	Iteration 24Q: 3 clusters Score -1593030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1593091.000000 Penalty: 4652.981445
	Iteration 25Q: 3 clusters Score -1593091 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1593147.750000 Penalty: 4652.981445
	Iteration 26Q: 3 clusters Score -1593148 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1593206.000000 Penalty: 4652.981445
	Iteration 27Q: 3 clusters Score -1593206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1593251.500000 Penalty: 4652.981445
	Iteration 28Q: 3 clusters Score -1593252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1593293.000000 Penalty: 4652.981445
	Iteration 29Q: 3 clusters Score -1593293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1593328.125000 Penalty: 4652.981445
	Iteration 30Q: 3 clusters Score -1593328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1593355.750000 Penalty: 4652.981445
	Iteration 31Q: 3 clusters Score -1593356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1593377.625000 Penalty: 4652.981445
	Iteration 32Q: 3 clusters Score -1593378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1593394.750000 Penalty: 4652.981445
	Iteration 33Q: 3 clusters Score -1593395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1593406.625000 Penalty: 4652.981445
	Iteration 34Q: 3 clusters Score -1593407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1593412.750000 Penalty: 4652.981445
	Iteration 35Q: 3 clusters Score -1593413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1593416.125000 Penalty: 4652.981445
	Iteration 36Q: 3 clusters Score -1593416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1593417.500000 Penalty: 4652.981445
	Iteration 37Q: 3 clusters Score -1593418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1593419.750000 Penalty: 4652.981445
	Iteration 38Q: 3 clusters Score -1593420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1593421.625000 Penalty: 4652.981445
	Iteration 39Q: 3 clusters Score -1593422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1593427.875000 Penalty: 4652.981445
	Iteration 40F: 3 clusters Score -1593428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1593438.750000 Penalty: 4652.981445
	Iteration 41Q: 3 clusters Score -1593439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1593444.000000 Penalty: 4652.981445
	Iteration 42Q: 3 clusters Score -1593444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1593447.375000 Penalty: 4652.981445
	Iteration 43Q: 3 clusters Score -1593447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1593447.125000 Penalty: 4652.981445
	Iteration 44Q: 3 clusters Score -1593447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1593449.625000 Penalty: 4652.981445
	Iteration 45Q: 3 clusters Score -1593450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1593450.375000 Penalty: 4652.981445
	Iteration 46Q: 3 clusters Score -1593450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1593450.500000 Penalty: 4652.981445
	Iteration 47Q: 3 clusters Score -1593450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1593449.500000 Penalty: 4652.981445
	Iteration 48Q: 3 clusters Score -1593450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1593449.500000 Penalty: 4652.981445
	Iteration 49F: 3 clusters Score -1593450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 10561 members 
Entering Unmasked Estep 
Score: -151798576.000000 Penalty: 130189.625000
Splitting cluster 4 changes total score from -151799232.000000 to -151798576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -75033.484375 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -75033.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73583.789062 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -73583.79 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73949.125000 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -73949.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74164.718750 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -74164.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74309.773438 Penalty: 3147.435547
	Iteration 3F: 3 clusters Score -74309.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74445.062500 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -74445.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74546.023438 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -74546.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74670.304688 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -74670.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74742.937500 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -74742.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74785.718750 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -74785.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74890.312500 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -74890.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74929.695312 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -74929.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74961.421875 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -74961.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -74966.648438 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -74966.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74971.140625 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -74971.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74977.820312 Penalty: 3147.435547
	Iteration 14Q: 3 clusters Score -74977.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74980.312500 Penalty: 3147.435547
	Iteration 15F: 3 clusters Score -74980.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75065.414062 Penalty: 3147.435547
	Iteration 16Q: 3 clusters Score -75065.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75108.781250 Penalty: 3147.435547
	Iteration 17Q: 3 clusters Score -75108.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75113.937500 Penalty: 3147.435547
	Iteration 18Q: 3 clusters Score -75113.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75113.937500 Penalty: 3147.435547
	Iteration 19F: 3 clusters Score -75113.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 370 members 
Entering Unmasked Estep 
Score: -151796496.000000 Penalty: 130189.625000
Splitting cluster 5 changes total score from -151799232.000000 to -151796496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (78082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Entering Unmasked Estep 
Score: -12429427.000000 Penalty: 2793.847656
	Iteration 0F: 2 clusters Score -1.242943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -12379460.000000 Penalty: 5587.695312
	Iteration 0F: 3 clusters Score -1.237946e+07 nChanged 36691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -12400286.000000 Penalty: 5587.695312
	Iteration 1F: 3 clusters Score -1.240029e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -12401373.000000 Penalty: 5587.695312
	Iteration 2Q: 3 clusters Score -1.240137e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -12403013.000000 Penalty: 5587.695312
	Iteration 3F: 3 clusters Score -1.240301e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -12405707.000000 Penalty: 5587.695312
	Iteration 4F: 3 clusters Score -1.240571e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -12410018.000000 Penalty: 5587.695312
	Iteration 5F: 3 clusters Score -1.241002e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66073 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -12415794.000000 Penalty: 5587.695312
	Iteration 6F: 3 clusters Score -1.241579e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -12420933.000000 Penalty: 5587.695312
	Iteration 7F: 3 clusters Score -1.242093e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -12424435.000000 Penalty: 5587.695312
	Iteration 8Q: 3 clusters Score -1.242444e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12426003.000000 Penalty: 5587.695312
	Iteration 9Q: 3 clusters Score -1.2426e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12426543.000000 Penalty: 5587.695312
	Iteration 10Q: 3 clusters Score -1.242654e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12426730.000000 Penalty: 5587.695312
	Iteration 11Q: 3 clusters Score -1.242673e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12426809.000000 Penalty: 5587.695312
	Iteration 12Q: 3 clusters Score -1.242681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12426827.000000 Penalty: 5587.695312
	Iteration 13Q: 3 clusters Score -1.242683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12426869.000000 Penalty: 5587.695312
	Iteration 14Q: 3 clusters Score -1.242687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12426909.000000 Penalty: 5587.695312
	Iteration 15Q: 3 clusters Score -1.242691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12426916.000000 Penalty: 5587.695312
	Iteration 16Q: 3 clusters Score -1.242692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12426920.000000 Penalty: 5587.695312
	Iteration 17Q: 3 clusters Score -1.242692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12426928.000000 Penalty: 5587.695312
	Iteration 18Q: 3 clusters Score -1.242693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12426928.000000 Penalty: 5587.695312
	Iteration 19Q: 3 clusters Score -1.242693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12426920.000000 Penalty: 5587.695312
	Iteration 20F: 3 clusters Score -1.242692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12426928.000000 Penalty: 5587.695312
	Iteration 21Q: 3 clusters Score -1.242693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12426931.000000 Penalty: 5587.695312
	Iteration 22Q: 3 clusters Score -1.242693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12426914.000000 Penalty: 5587.695312
	Iteration 23Q: 3 clusters Score -1.242691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12426925.000000 Penalty: 5587.695312
	Iteration 24Q: 3 clusters Score -1.242692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12426925.000000 Penalty: 5587.695312
	Iteration 25F: 3 clusters Score -1.242692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Entering Unmasked Estep 
Score: -12660909.000000 Penalty: 2797.558105
	Iteration 0F: 2 clusters Score -1.266091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -12609836.000000 Penalty: 5595.116211
	Iteration 0F: 3 clusters Score -1.260984e+07 nChanged 37392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -12630761.000000 Penalty: 5595.116211
	Iteration 1F: 3 clusters Score -1.263076e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -12631539.000000 Penalty: 5595.116211
	Iteration 2Q: 3 clusters Score -1.263154e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -12632504.000000 Penalty: 5595.116211
	Iteration 3Q: 3 clusters Score -1.26325e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -12633880.000000 Penalty: 5595.116211
	Iteration 4Q: 3 clusters Score -1.263388e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -12636438.000000 Penalty: 5595.116211
	Iteration 5F: 3 clusters Score -1.263644e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -12640870.000000 Penalty: 5595.116211
	Iteration 6F: 3 clusters Score -1.264087e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -12646942.000000 Penalty: 5595.116211
	Iteration 7F: 3 clusters Score -1.264694e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -12652800.000000 Penalty: 5595.116211
	Iteration 8F: 3 clusters Score -1.26528e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -12656355.000000 Penalty: 5595.116211
	Iteration 9F: 3 clusters Score -1.265636e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -12657701.000000 Penalty: 5595.116211
	Iteration 10Q: 3 clusters Score -1.26577e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -12658168.000000 Penalty: 5595.116211
	Iteration 11Q: 3 clusters Score -1.265817e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -12658358.000000 Penalty: 5595.116211
	Iteration 12Q: 3 clusters Score -1.265836e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -12658401.000000 Penalty: 5595.116211
	Iteration 13Q: 3 clusters Score -1.26584e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -12658421.000000 Penalty: 5595.116211
	Iteration 14Q: 3 clusters Score -1.265842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -12658458.000000 Penalty: 5595.116211
	Iteration 15Q: 3 clusters Score -1.265846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -12658460.000000 Penalty: 5595.116211
	Iteration 16Q: 3 clusters Score -1.265846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -12658458.000000 Penalty: 5595.116211
	Iteration 17Q: 3 clusters Score -1.265846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -12658468.000000 Penalty: 5595.116211
	Iteration 18Q: 3 clusters Score -1.265847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -12658478.000000 Penalty: 5595.116211
	Iteration 19Q: 3 clusters Score -1.265848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -12658481.000000 Penalty: 5595.116211
	Iteration 20F: 3 clusters Score -1.265848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -671071.437500 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -671071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -666842.500000 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -666842.5 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -668545.312500 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -668545.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -670182.625000 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -670182.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -671776.562500 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -671776.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -672810.937500 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -672810.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -673248.750000 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -673248.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -673480.812500 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -673480.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -673603.437500 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -673603.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -673681.000000 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -673681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -673725.125000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -673725.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -673769.125000 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -673769.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -673822.812500 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -673822.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -673874.312500 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -673874.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -673921.000000 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -673921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -673983.312500 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -673983.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -674035.187500 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -674035.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -674088.375000 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -674088.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -674135.750000 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -674135.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -674168.437500 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -674168.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -674190.000000 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -674190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -674210.375000 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -674210.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -674227.937500 Penalty: 4189.811035
	Iteration 21Q: 3 clusters Score -674227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -674240.000000 Penalty: 4189.811035
	Iteration 22Q: 3 clusters Score -674240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -674252.312500 Penalty: 4189.811035
	Iteration 23Q: 3 clusters Score -674252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -674259.187500 Penalty: 4189.811035
	Iteration 24Q: 3 clusters Score -674259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -674260.937500 Penalty: 4189.811035
	Iteration 25Q: 3 clusters Score -674260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -674264.625000 Penalty: 4189.811035
	Iteration 26Q: 3 clusters Score -674264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -674268.437500 Penalty: 4189.811035
	Iteration 27Q: 3 clusters Score -674268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -674268.562500 Penalty: 4189.811035
	Iteration 28Q: 3 clusters Score -674268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -674268.625000 Penalty: 4189.811035
	Iteration 29Q: 3 clusters Score -674268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -674268.625000 Penalty: 4189.811035
	Iteration 30F: 3 clusters Score -674268.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Entering Unmasked Estep 
Score: -151800400.000000 Penalty: 130189.625000
Splitting cluster 8 changes total score from -151799232.000000 to -151800400.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 9 (48345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Entering Unmasked Estep 
Score: -7619543.500000 Penalty: 2674.957275
	Iteration 0F: 2 clusters Score -7619544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -7586940.000000 Penalty: 5349.914551
	Iteration 0F: 3 clusters Score -7586940 nChanged 22312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -7599536.500000 Penalty: 5349.914551
	Iteration 1F: 3 clusters Score -7599536 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -7600421.500000 Penalty: 5349.914551
	Iteration 2Q: 3 clusters Score -7600422 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -7601392.000000 Penalty: 5349.914551
	Iteration 3Q: 3 clusters Score -7601392 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -7602369.500000 Penalty: 5349.914551
	Iteration 4Q: 3 clusters Score -7602370 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -7603503.500000 Penalty: 5349.914551
	Iteration 5Q: 3 clusters Score -7603504 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -7604662.000000 Penalty: 5349.914551
	Iteration 6F: 3 clusters Score -7604662 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -7605866.500000 Penalty: 5349.914551
	Iteration 7Q: 3 clusters Score -7605866 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -7606851.500000 Penalty: 5349.914551
	Iteration 8Q: 3 clusters Score -7606852 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -7607741.000000 Penalty: 5349.914551
	Iteration 9Q: 3 clusters Score -7607741 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7608597.500000 Penalty: 5349.914551
	Iteration 10Q: 3 clusters Score -7608598 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -7609474.000000 Penalty: 5349.914551
	Iteration 11Q: 3 clusters Score -7609474 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -7610394.500000 Penalty: 5349.914551
	Iteration 12Q: 3 clusters Score -7610394 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -7611326.000000 Penalty: 5349.914551
	Iteration 13Q: 3 clusters Score -7611326 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7612262.500000 Penalty: 5349.914551
	Iteration 14Q: 3 clusters Score -7612262 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7613097.000000 Penalty: 5349.914551
	Iteration 15Q: 3 clusters Score -7613097 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -7613946.000000 Penalty: 5349.914551
	Iteration 16Q: 3 clusters Score -7613946 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7614669.000000 Penalty: 5349.914551
	Iteration 17Q: 3 clusters Score -7614669 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -7615337.000000 Penalty: 5349.914551
	Iteration 18Q: 3 clusters Score -7615337 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -7615848.500000 Penalty: 5349.914551
	Iteration 19Q: 3 clusters Score -7615848 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -7616292.000000 Penalty: 5349.914551
	Iteration 20F: 3 clusters Score -7616292 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -7616562.500000 Penalty: 5349.914551
	Iteration 21Q: 3 clusters Score -7616562 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -7616807.000000 Penalty: 5349.914551
	Iteration 22Q: 3 clusters Score -7616807 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -7616961.500000 Penalty: 5349.914551
	Iteration 23Q: 3 clusters Score -7616962 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -7617065.000000 Penalty: 5349.914551
	Iteration 24Q: 3 clusters Score -7617065 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -7617149.500000 Penalty: 5349.914551
	Iteration 25Q: 3 clusters Score -7617150 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -7617196.000000 Penalty: 5349.914551
	Iteration 26Q: 3 clusters Score -7617196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -7617238.000000 Penalty: 5349.914551
	Iteration 27Q: 3 clusters Score -7617238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -7617299.500000 Penalty: 5349.914551
	Iteration 28Q: 3 clusters Score -7617300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -7617362.500000 Penalty: 5349.914551
	Iteration 29Q: 3 clusters Score -7617362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -7617394.000000 Penalty: 5349.914551
	Iteration 30Q: 3 clusters Score -7617394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -7617430.500000 Penalty: 5349.914551
	Iteration 31Q: 3 clusters Score -7617430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -7617442.000000 Penalty: 5349.914551
	Iteration 32Q: 3 clusters Score -7617442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -7617465.500000 Penalty: 5349.914551
	Iteration 33Q: 3 clusters Score -7617466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -7617497.000000 Penalty: 5349.914551
	Iteration 34Q: 3 clusters Score -7617497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -7617513.500000 Penalty: 5349.914551
	Iteration 35Q: 3 clusters Score -7617514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -7617521.500000 Penalty: 5349.914551
	Iteration 36Q: 3 clusters Score -7617522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -7617532.500000 Penalty: 5349.914551
	Iteration 37Q: 3 clusters Score -7617532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -7617550.000000 Penalty: 5349.914551
	Iteration 38Q: 3 clusters Score -7617550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -7617571.000000 Penalty: 5349.914551
	Iteration 39Q: 3 clusters Score -7617571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -7617574.000000 Penalty: 5349.914551
	Iteration 40F: 3 clusters Score -7617574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -7617572.000000 Penalty: 5349.914551
	Iteration 41Q: 3 clusters Score -7617572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -7617579.000000 Penalty: 5349.914551
	Iteration 42Q: 3 clusters Score -7617579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -7617573.500000 Penalty: 5349.914551
	Iteration 43Q: 3 clusters Score -7617574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -7617586.000000 Penalty: 5349.914551
	Iteration 44Q: 3 clusters Score -7617586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -7617593.000000 Penalty: 5349.914551
	Iteration 45Q: 3 clusters Score -7617593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -7617600.000000 Penalty: 5349.914551
	Iteration 46Q: 3 clusters Score -7617600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -7617609.500000 Penalty: 5349.914551
	Iteration 47Q: 3 clusters Score -7617610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -7617625.500000 Penalty: 5349.914551
	Iteration 48Q: 3 clusters Score -7617626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -7617631.000000 Penalty: 5349.914551
	Iteration 49Q: 3 clusters Score -7617631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7617636.500000 Penalty: 5349.914551
	Iteration 50Q: 3 clusters Score -7617636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -7617626.000000 Penalty: 5349.914551
	Iteration 51Q: 3 clusters Score -7617626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -7617636.500000 Penalty: 5349.914551
	Iteration 52Q: 3 clusters Score -7617636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -7617651.500000 Penalty: 5349.914551
	Iteration 53Q: 3 clusters Score -7617652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -7617645.000000 Penalty: 5349.914551
	Iteration 54Q: 3 clusters Score -7617645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -7617643.500000 Penalty: 5349.914551
	Iteration 55Q: 3 clusters Score -7617644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -7617644.000000 Penalty: 5349.914551
	Iteration 56Q: 3 clusters Score -7617644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -7617643.000000 Penalty: 5349.914551
	Iteration 57Q: 3 clusters Score -7617643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -7617643.000000 Penalty: 5349.914551
	Iteration 58Q: 3 clusters Score -7617643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -7617648.000000 Penalty: 5349.914551
	Iteration 59Q: 3 clusters Score -7617648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -7617653.500000 Penalty: 5349.914551
	Iteration 60F: 3 clusters Score -7617654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -7617648.500000 Penalty: 5349.914551
	Iteration 61Q: 3 clusters Score -7617648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -7617647.500000 Penalty: 5349.914551
	Iteration 62Q: 3 clusters Score -7617648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -7617657.000000 Penalty: 5349.914551
	Iteration 63Q: 3 clusters Score -7617657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -7617657.500000 Penalty: 5349.914551
	Iteration 64Q: 3 clusters Score -7617658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -7617662.500000 Penalty: 5349.914551
	Iteration 65Q: 3 clusters Score -7617662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -7617664.500000 Penalty: 5349.914551
	Iteration 66Q: 3 clusters Score -7617664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -7617674.000000 Penalty: 5349.914551
	Iteration 67Q: 3 clusters Score -7617674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -7617672.000000 Penalty: 5349.914551
	Iteration 68Q: 3 clusters Score -7617672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -7617669.000000 Penalty: 5349.914551
	Iteration 69Q: 3 clusters Score -7617669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -7617664.500000 Penalty: 5349.914551
	Iteration 70Q: 3 clusters Score -7617664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -7617665.000000 Penalty: 5349.914551
	Iteration 71Q: 3 clusters Score -7617665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -7617667.000000 Penalty: 5349.914551
	Iteration 72Q: 3 clusters Score -7617667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -7617664.500000 Penalty: 5349.914551
	Iteration 73Q: 3 clusters Score -7617664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -7617667.500000 Penalty: 5349.914551
	Iteration 74Q: 3 clusters Score -7617668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -7617668.000000 Penalty: 5349.914551
	Iteration 75Q: 3 clusters Score -7617668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -7617669.500000 Penalty: 5349.914551
	Iteration 76Q: 3 clusters Score -7617670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -7617669.000000 Penalty: 5349.914551
	Iteration 77Q: 3 clusters Score -7617669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -7617669.500000 Penalty: 5349.914551
	Iteration 78Q: 3 clusters Score -7617670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -7617671.000000 Penalty: 5349.914551
	Iteration 79Q: 3 clusters Score -7617671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -7617667.500000 Penalty: 5349.914551
	Iteration 80F: 3 clusters Score -7617668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -7617669.500000 Penalty: 5349.914551
	Iteration 81Q: 3 clusters Score -7617670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -7617669.500000 Penalty: 5349.914551
	Iteration 82F: 3 clusters Score -7617670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Entering Unmasked Estep 
Score: -1471884.125000 Penalty: 2279.508301
	Iteration 0F: 2 clusters Score -1471884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1464382.375000 Penalty: 4559.016602
	Iteration 0F: 3 clusters Score -1464382 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1466949.750000 Penalty: 4559.016602
	Iteration 1F: 3 clusters Score -1466950 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1468319.875000 Penalty: 4559.016602
	Iteration 2F: 3 clusters Score -1468320 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1469880.500000 Penalty: 4559.016602
	Iteration 3F: 3 clusters Score -1469880 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1470985.375000 Penalty: 4559.016602
	Iteration 4F: 3 clusters Score -1470985 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1471690.875000 Penalty: 4559.016602
	Iteration 5F: 3 clusters Score -1471691 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1472137.500000 Penalty: 4559.016602
	Iteration 6Q: 3 clusters Score -1472138 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1472358.125000 Penalty: 4559.016602
	Iteration 7Q: 3 clusters Score -1472358 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1472496.875000 Penalty: 4559.016602
	Iteration 8Q: 3 clusters Score -1472497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1472597.375000 Penalty: 4559.016602
	Iteration 9Q: 3 clusters Score -1472597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1472698.250000 Penalty: 4559.016602
	Iteration 10Q: 3 clusters Score -1472698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1472803.000000 Penalty: 4559.016602
	Iteration 11Q: 3 clusters Score -1472803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1473030.750000 Penalty: 4559.016602
	Iteration 12Q: 3 clusters Score -1473031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1473250.000000 Penalty: 4559.016602
	Iteration 13Q: 3 clusters Score -1473250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1473333.375000 Penalty: 4559.016602
	Iteration 14Q: 3 clusters Score -1473333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1473362.125000 Penalty: 4559.016602
	Iteration 15Q: 3 clusters Score -1473362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1473377.500000 Penalty: 4559.016602
	Iteration 16Q: 3 clusters Score -1473378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1473379.000000 Penalty: 4559.016602
	Iteration 17Q: 3 clusters Score -1473379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1473375.000000 Penalty: 4559.016602
	Iteration 18Q: 3 clusters Score -1473375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1473376.625000 Penalty: 4559.016602
	Iteration 19Q: 3 clusters Score -1473377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1473376.500000 Penalty: 4559.016602
	Iteration 20F: 3 clusters Score -1473376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1473377.625000 Penalty: 4559.016602
	Iteration 21Q: 3 clusters Score -1473378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1473377.625000 Penalty: 4559.016602
	Iteration 22F: 3 clusters Score -1473378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Entering Unmasked Estep 
Score: -151800880.000000 Penalty: 133615.671875
Splitting cluster 10 changes total score from -151799232.000000 to -151800880.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 11 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -146384.375000 Penalty: 1723.326538
	Iteration 0F: 2 clusters Score -146384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144567.203125 Penalty: 3446.653076
	Iteration 0F: 3 clusters Score -144567.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145315.828125 Penalty: 3446.653076
	Iteration 1F: 3 clusters Score -145315.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -146237.921875 Penalty: 3446.653076
	Iteration 2F: 3 clusters Score -146237.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -147059.343750 Penalty: 3446.653076
	Iteration 3F: 3 clusters Score -147059.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147258.812500 Penalty: 3446.653076
	Iteration 4F: 3 clusters Score -147258.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -147376.484375 Penalty: 3446.653076
	Iteration 5Q: 3 clusters Score -147376.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147413.265625 Penalty: 3446.653076
	Iteration 6Q: 3 clusters Score -147413.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -147419.890625 Penalty: 3446.653076
	Iteration 7Q: 3 clusters Score -147419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -147428.390625 Penalty: 3446.653076
	Iteration 8Q: 3 clusters Score -147428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147431.906250 Penalty: 3446.653076
	Iteration 9Q: 3 clusters Score -147431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147443.765625 Penalty: 3446.653076
	Iteration 10Q: 3 clusters Score -147443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147448.359375 Penalty: 3446.653076
	Iteration 11Q: 3 clusters Score -147448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147448.359375 Penalty: 3446.653076
	Iteration 12F: 3 clusters Score -147448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 19092 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Entering Unmasked Estep 
Score: -151800176.000000 Penalty: 137041.718750
Splitting cluster 11 changes total score from -151799232.000000 to -151800176.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 12 (19092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Entering Unmasked Estep 
Score: -2949908.750000 Penalty: 2444.542236
	Iteration 0F: 2 clusters Score -2949909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2936442.250000 Penalty: 4889.084473
	Iteration 0F: 3 clusters Score -2936442 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2940924.750000 Penalty: 4889.084473
	Iteration 1F: 3 clusters Score -2940925 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2941665.000000 Penalty: 4889.084473
	Iteration 2F: 3 clusters Score -2941665 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2943343.500000 Penalty: 4889.084473
	Iteration 3F: 3 clusters Score -2943344 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2945483.500000 Penalty: 4889.084473
	Iteration 4F: 3 clusters Score -2945484 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2947097.500000 Penalty: 4889.084473
	Iteration 5F: 3 clusters Score -2947098 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2948305.000000 Penalty: 4889.084473
	Iteration 6F: 3 clusters Score -2948305 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2949231.500000 Penalty: 4889.084473
	Iteration 7F: 3 clusters Score -2949232 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2950005.750000 Penalty: 4889.084473
	Iteration 8Q: 3 clusters Score -2950006 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2950683.250000 Penalty: 4889.084473
	Iteration 9Q: 3 clusters Score -2950683 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2951309.250000 Penalty: 4889.084473
	Iteration 10Q: 3 clusters Score -2951309 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2951955.500000 Penalty: 4889.084473
	Iteration 11Q: 3 clusters Score -2951956 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2952516.000000 Penalty: 4889.084473
	Iteration 12Q: 3 clusters Score -2952516 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2952864.500000 Penalty: 4889.084473
	Iteration 13Q: 3 clusters Score -2952864 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2953103.000000 Penalty: 4889.084473
	Iteration 14Q: 3 clusters Score -2953103 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2953235.750000 Penalty: 4889.084473
	Iteration 15Q: 3 clusters Score -2953236 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2953312.750000 Penalty: 4889.084473
	Iteration 16Q: 3 clusters Score -2953313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2953351.750000 Penalty: 4889.084473
	Iteration 17Q: 3 clusters Score -2953352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2953371.750000 Penalty: 4889.084473
	Iteration 18Q: 3 clusters Score -2953372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2953386.250000 Penalty: 4889.084473
	Iteration 19Q: 3 clusters Score -2953386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2953386.500000 Penalty: 4889.084473
	Iteration 20F: 3 clusters Score -2953386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2953394.250000 Penalty: 4889.084473
	Iteration 21Q: 3 clusters Score -2953394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2953398.750000 Penalty: 4889.084473
	Iteration 22Q: 3 clusters Score -2953399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2953396.500000 Penalty: 4889.084473
	Iteration 23Q: 3 clusters Score -2953396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2953397.500000 Penalty: 4889.084473
	Iteration 24Q: 3 clusters Score -2953398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2953398.500000 Penalty: 4889.084473
	Iteration 25Q: 3 clusters Score -2953398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2953402.000000 Penalty: 4889.084473
	Iteration 26Q: 3 clusters Score -2953402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2953403.250000 Penalty: 4889.084473
	Iteration 27Q: 3 clusters Score -2953403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2953403.250000 Penalty: 4889.084473
	Iteration 28F: 3 clusters Score -2953403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 27606 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Entering Unmasked Estep 
Score: -151802896.000000 Penalty: 140467.750000
Splitting cluster 12 changes total score from -151799232.000000 to -151802896.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 13 (64671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Entering Unmasked Estep 
Score: -9920506.000000 Penalty: 2747.113037
	Iteration 0F: 2 clusters Score -9920506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -9877218.000000 Penalty: 5494.226074
	Iteration 0F: 3 clusters Score -9877218 nChanged 30142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -9894649.000000 Penalty: 5494.226074
	Iteration 1F: 3 clusters Score -9894649 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -9895822.000000 Penalty: 5494.226074
	Iteration 2Q: 3 clusters Score -9895822 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9896959.000000 Penalty: 5494.226074
	Iteration 3Q: 3 clusters Score -9896959 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -9898181.000000 Penalty: 5494.226074
	Iteration 4Q: 3 clusters Score -9898181 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -9899498.000000 Penalty: 5494.226074
	Iteration 5Q: 3 clusters Score -9899498 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -9900877.000000 Penalty: 5494.226074
	Iteration 6Q: 3 clusters Score -9900877 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -9901914.000000 Penalty: 5494.226074
	Iteration 7Q: 3 clusters Score -9901914 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -9902837.000000 Penalty: 5494.226074
	Iteration 8Q: 3 clusters Score -9902837 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -9903707.000000 Penalty: 5494.226074
	Iteration 9Q: 3 clusters Score -9903707 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -9904610.000000 Penalty: 5494.226074
	Iteration 10Q: 3 clusters Score -9904610 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -9905695.000000 Penalty: 5494.226074
	Iteration 11Q: 3 clusters Score -9905695 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -9907183.000000 Penalty: 5494.226074
	Iteration 12Q: 3 clusters Score -9907183 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -9908871.000000 Penalty: 5494.226074
	Iteration 13Q: 3 clusters Score -9908871 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -9911093.000000 Penalty: 5494.226074
	Iteration 14Q: 3 clusters Score -9911093 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -9913328.000000 Penalty: 5494.226074
	Iteration 15Q: 3 clusters Score -9913328 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -9915116.000000 Penalty: 5494.226074
	Iteration 16Q: 3 clusters Score -9915116 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -9916376.000000 Penalty: 5494.226074
	Iteration 17Q: 3 clusters Score -9916376 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -9917214.000000 Penalty: 5494.226074
	Iteration 18Q: 3 clusters Score -9917214 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -9917713.000000 Penalty: 5494.226074
	Iteration 19Q: 3 clusters Score -9917713 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -9918036.000000 Penalty: 5494.226074
	Iteration 20F: 3 clusters Score -9918036 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -9918179.000000 Penalty: 5494.226074
	Iteration 21Q: 3 clusters Score -9918179 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -9918322.000000 Penalty: 5494.226074
	Iteration 22Q: 3 clusters Score -9918322 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -9918392.000000 Penalty: 5494.226074
	Iteration 23Q: 3 clusters Score -9918392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -9918453.000000 Penalty: 5494.226074
	Iteration 24Q: 3 clusters Score -9918453 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -9918486.000000 Penalty: 5494.226074
	Iteration 25Q: 3 clusters Score -9918486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -9918520.000000 Penalty: 5494.226074
	Iteration 26Q: 3 clusters Score -9918520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -9918523.000000 Penalty: 5494.226074
	Iteration 27Q: 3 clusters Score -9918523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -9918535.000000 Penalty: 5494.226074
	Iteration 28Q: 3 clusters Score -9918535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -9918552.000000 Penalty: 5494.226074
	Iteration 29Q: 3 clusters Score -9918552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -9918570.000000 Penalty: 5494.226074
	Iteration 30Q: 3 clusters Score -9918570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -9918572.000000 Penalty: 5494.226074
	Iteration 31Q: 3 clusters Score -9918572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -9918582.000000 Penalty: 5494.226074
	Iteration 32Q: 3 clusters Score -9918582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -9918593.000000 Penalty: 5494.226074
	Iteration 33Q: 3 clusters Score -9918593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -9918590.000000 Penalty: 5494.226074
	Iteration 34Q: 3 clusters Score -9918590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -9918598.000000 Penalty: 5494.226074
	Iteration 35Q: 3 clusters Score -9918598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -9918600.000000 Penalty: 5494.226074
	Iteration 36Q: 3 clusters Score -9918600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -9918590.000000 Penalty: 5494.226074
	Iteration 37Q: 3 clusters Score -9918590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -9918598.000000 Penalty: 5494.226074
	Iteration 38Q: 3 clusters Score -9918598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -9918597.000000 Penalty: 5494.226074
	Iteration 39Q: 3 clusters Score -9918597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -9918603.000000 Penalty: 5494.226074
	Iteration 40F: 3 clusters Score -9918603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -9918600.000000 Penalty: 5494.226074
	Iteration 41Q: 3 clusters Score -9918600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -9918608.000000 Penalty: 5494.226074
	Iteration 42Q: 3 clusters Score -9918608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -9918609.000000 Penalty: 5494.226074
	Iteration 43Q: 3 clusters Score -9918609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -9918607.000000 Penalty: 5494.226074
	Iteration 44Q: 3 clusters Score -9918607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -9918607.000000 Penalty: 5494.226074
	Iteration 45Q: 3 clusters Score -9918607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -9918607.000000 Penalty: 5494.226074
	Iteration 46Q: 3 clusters Score -9918607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -9918600.000000 Penalty: 5494.226074
	Iteration 47Q: 3 clusters Score -9918600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -9918611.000000 Penalty: 5494.226074
	Iteration 48Q: 3 clusters Score -9918611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -9918609.000000 Penalty: 5494.226074
	Iteration 49Q: 3 clusters Score -9918609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -9918610.000000 Penalty: 5494.226074
	Iteration 50Q: 3 clusters Score -9918610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -9918612.000000 Penalty: 5494.226074
	Iteration 51Q: 3 clusters Score -9918612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -9918612.000000 Penalty: 5494.226074
	Iteration 52Q: 3 clusters Score -9918612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -9918615.000000 Penalty: 5494.226074
	Iteration 53Q: 3 clusters Score -9918615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -9918615.000000 Penalty: 5494.226074
	Iteration 54F: 3 clusters Score -9918615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Entering Unmasked Estep 
Score: -4049406.000000 Penalty: 2535.995361
	Iteration 0F: 2 clusters Score -4049406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4030313.000000 Penalty: 5071.990723
	Iteration 0F: 3 clusters Score -4030313 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4037944.500000 Penalty: 5071.990723
	Iteration 1F: 3 clusters Score -4037944 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4039625.500000 Penalty: 5071.990723
	Iteration 2F: 3 clusters Score -4039626 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4041271.500000 Penalty: 5071.990723
	Iteration 3F: 3 clusters Score -4041272 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4042627.250000 Penalty: 5071.990723
	Iteration 4F: 3 clusters Score -4042627 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4043908.250000 Penalty: 5071.990723
	Iteration 5F: 3 clusters Score -4043908 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4045088.000000 Penalty: 5071.990723
	Iteration 6F: 3 clusters Score -4045088 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4045933.500000 Penalty: 5071.990723
	Iteration 7Q: 3 clusters Score -4045934 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4046469.250000 Penalty: 5071.990723
	Iteration 8Q: 3 clusters Score -4046469 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4046819.750000 Penalty: 5071.990723
	Iteration 9Q: 3 clusters Score -4046820 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4047086.000000 Penalty: 5071.990723
	Iteration 10Q: 3 clusters Score -4047086 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4047372.250000 Penalty: 5071.990723
	Iteration 11Q: 3 clusters Score -4047372 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4047659.250000 Penalty: 5071.990723
	Iteration 12Q: 3 clusters Score -4047659 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4047996.500000 Penalty: 5071.990723
	Iteration 13Q: 3 clusters Score -4047996 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4048345.500000 Penalty: 5071.990723
	Iteration 14Q: 3 clusters Score -4048346 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4048702.250000 Penalty: 5071.990723
	Iteration 15Q: 3 clusters Score -4048702 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4049068.750000 Penalty: 5071.990723
	Iteration 16Q: 3 clusters Score -4049069 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4049482.500000 Penalty: 5071.990723
	Iteration 17Q: 3 clusters Score -4049482 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4049870.750000 Penalty: 5071.990723
	Iteration 18Q: 3 clusters Score -4049871 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4050240.500000 Penalty: 5071.990723
	Iteration 19Q: 3 clusters Score -4050240 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4050604.750000 Penalty: 5071.990723
	Iteration 20F: 3 clusters Score -4050605 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4050955.250000 Penalty: 5071.990723
	Iteration 21Q: 3 clusters Score -4050955 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4051247.500000 Penalty: 5071.990723
	Iteration 22Q: 3 clusters Score -4051248 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4051506.000000 Penalty: 5071.990723
	Iteration 23Q: 3 clusters Score -4051506 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4051750.000000 Penalty: 5071.990723
	Iteration 24Q: 3 clusters Score -4051750 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4051968.500000 Penalty: 5071.990723
	Iteration 25Q: 3 clusters Score -4051968 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4052099.750000 Penalty: 5071.990723
	Iteration 26Q: 3 clusters Score -4052100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4052224.750000 Penalty: 5071.990723
	Iteration 27Q: 3 clusters Score -4052225 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4052303.250000 Penalty: 5071.990723
	Iteration 28Q: 3 clusters Score -4052303 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4052361.250000 Penalty: 5071.990723
	Iteration 29Q: 3 clusters Score -4052361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4052405.750000 Penalty: 5071.990723
	Iteration 30Q: 3 clusters Score -4052406 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4052448.250000 Penalty: 5071.990723
	Iteration 31Q: 3 clusters Score -4052448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -4052466.250000 Penalty: 5071.990723
	Iteration 32Q: 3 clusters Score -4052466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4052479.250000 Penalty: 5071.990723
	Iteration 33Q: 3 clusters Score -4052479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4052478.750000 Penalty: 5071.990723
	Iteration 34Q: 3 clusters Score -4052479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4052490.500000 Penalty: 5071.990723
	Iteration 35Q: 3 clusters Score -4052490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4052487.500000 Penalty: 5071.990723
	Iteration 36Q: 3 clusters Score -4052488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4052485.000000 Penalty: 5071.990723
	Iteration 37Q: 3 clusters Score -4052485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4052495.750000 Penalty: 5071.990723
	Iteration 38Q: 3 clusters Score -4052496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4052498.000000 Penalty: 5071.990723
	Iteration 39Q: 3 clusters Score -4052498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4052493.750000 Penalty: 5071.990723
	Iteration 40F: 3 clusters Score -4052494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4052492.750000 Penalty: 5071.990723
	Iteration 41Q: 3 clusters Score -4052493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4052496.500000 Penalty: 5071.990723
	Iteration 42Q: 3 clusters Score -4052496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4052496.750000 Penalty: 5071.990723
	Iteration 43Q: 3 clusters Score -4052497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4052495.250000 Penalty: 5071.990723
	Iteration 44Q: 3 clusters Score -4052495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4052496.500000 Penalty: 5071.990723
	Iteration 45Q: 3 clusters Score -4052496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4052497.500000 Penalty: 5071.990723
	Iteration 46Q: 3 clusters Score -4052498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4052501.000000 Penalty: 5071.990723
	Iteration 47Q: 3 clusters Score -4052501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4052500.750000 Penalty: 5071.990723
	Iteration 48Q: 3 clusters Score -4052501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -4052500.000000 Penalty: 5071.990723
	Iteration 49Q: 3 clusters Score -4052500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4052502.000000 Penalty: 5071.990723
	Iteration 50Q: 3 clusters Score -4052502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4052503.000000 Penalty: 5071.990723
	Iteration 51Q: 3 clusters Score -4052503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4052503.000000 Penalty: 5071.990723
	Iteration 52F: 3 clusters Score -4052503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 14296 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Entering Unmasked Estep 
Score: -151804720.000000 Penalty: 143893.796875
Splitting cluster 14 changes total score from -151799232.000000 to -151804720.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 15 (14296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Entering Unmasked Estep 
Score: -2188354.500000 Penalty: 2372.798096
	Iteration 0F: 2 clusters Score -2188354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2177957.250000 Penalty: 4745.596191
	Iteration 0F: 3 clusters Score -2177957 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2181336.000000 Penalty: 4745.596191
	Iteration 1F: 3 clusters Score -2181336 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2181848.000000 Penalty: 4745.596191
	Iteration 2F: 3 clusters Score -2181848 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2182358.500000 Penalty: 4745.596191
	Iteration 3F: 3 clusters Score -2182358 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2183004.250000 Penalty: 4745.596191
	Iteration 4F: 3 clusters Score -2183004 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2183961.250000 Penalty: 4745.596191
	Iteration 5F: 3 clusters Score -2183961 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2185350.000000 Penalty: 4745.596191
	Iteration 6F: 3 clusters Score -2185350 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2187056.750000 Penalty: 4745.596191
	Iteration 7F: 3 clusters Score -2187057 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2188868.750000 Penalty: 4745.596191
	Iteration 8F: 3 clusters Score -2188869 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2190463.750000 Penalty: 4745.596191
	Iteration 9F: 3 clusters Score -2190464 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2191581.750000 Penalty: 4745.596191
	Iteration 10F: 3 clusters Score -2191582 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2192626.750000 Penalty: 4745.596191
	Iteration 11Q: 3 clusters Score -2192627 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2193386.000000 Penalty: 4745.596191
	Iteration 12Q: 3 clusters Score -2193386 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2193639.000000 Penalty: 4745.596191
	Iteration 13Q: 3 clusters Score -2193639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2193686.000000 Penalty: 4745.596191
	Iteration 14Q: 3 clusters Score -2193686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2193706.250000 Penalty: 4745.596191
	Iteration 15Q: 3 clusters Score -2193706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2193700.750000 Penalty: 4745.596191
	Iteration 16Q: 3 clusters Score -2193701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2193705.250000 Penalty: 4745.596191
	Iteration 17Q: 3 clusters Score -2193705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2193708.500000 Penalty: 4745.596191
	Iteration 18Q: 3 clusters Score -2193708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2193706.500000 Penalty: 4745.596191
	Iteration 19Q: 3 clusters Score -2193706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2193706.500000 Penalty: 4745.596191
	Iteration 20F: 3 clusters Score -2193706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 58885 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Entering Unmasked Estep 
Score: -151809904.000000 Penalty: 147319.843750
Splitting cluster 15 changes total score from -151799232.000000 to -151809904.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (85841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Entering Unmasked Estep 
Score: -13537934.000000 Penalty: 2817.342529
	Iteration 0F: 2 clusters Score -1.353793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -13481594.000000 Penalty: 5634.685059
	Iteration 0F: 3 clusters Score -1.348159e+07 nChanged 40444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -13504818.000000 Penalty: 5634.685059
	Iteration 1F: 3 clusters Score -1.350482e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -13506329.000000 Penalty: 5634.685059
	Iteration 2Q: 3 clusters Score -1.350633e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -13508828.000000 Penalty: 5634.685059
	Iteration 3F: 3 clusters Score -1.350883e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -13512966.000000 Penalty: 5634.685059
	Iteration 4F: 3 clusters Score -1.351297e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -13518155.000000 Penalty: 5634.685059
	Iteration 5F: 3 clusters Score -1.351816e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -13522399.000000 Penalty: 5634.685059
	Iteration 6F: 3 clusters Score -1.35224e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -13525137.000000 Penalty: 5634.685059
	Iteration 7F: 3 clusters Score -1.352514e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -13526568.000000 Penalty: 5634.685059
	Iteration 8Q: 3 clusters Score -1.352657e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -13527378.000000 Penalty: 5634.685059
	Iteration 9Q: 3 clusters Score -1.352738e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -13527753.000000 Penalty: 5634.685059
	Iteration 10Q: 3 clusters Score -1.352775e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -13528036.000000 Penalty: 5634.685059
	Iteration 11Q: 3 clusters Score -1.352804e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -13528264.000000 Penalty: 5634.685059
	Iteration 12Q: 3 clusters Score -1.352826e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -13528521.000000 Penalty: 5634.685059
	Iteration 13Q: 3 clusters Score -1.352852e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -13528840.000000 Penalty: 5634.685059
	Iteration 14Q: 3 clusters Score -1.352884e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -13529233.000000 Penalty: 5634.685059
	Iteration 15Q: 3 clusters Score -1.352923e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -13529603.000000 Penalty: 5634.685059
	Iteration 16Q: 3 clusters Score -1.35296e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -13530122.000000 Penalty: 5634.685059
	Iteration 17Q: 3 clusters Score -1.353012e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -13530572.000000 Penalty: 5634.685059
	Iteration 18Q: 3 clusters Score -1.353057e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -13531025.000000 Penalty: 5634.685059
	Iteration 19Q: 3 clusters Score -1.353102e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -13531644.000000 Penalty: 5634.685059
	Iteration 20F: 3 clusters Score -1.353164e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -13532255.000000 Penalty: 5634.685059
	Iteration 21Q: 3 clusters Score -1.353226e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -13532831.000000 Penalty: 5634.685059
	Iteration 22Q: 3 clusters Score -1.353283e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -13533371.000000 Penalty: 5634.685059
	Iteration 23Q: 3 clusters Score -1.353337e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -13533930.000000 Penalty: 5634.685059
	Iteration 24Q: 3 clusters Score -1.353393e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -13534411.000000 Penalty: 5634.685059
	Iteration 25Q: 3 clusters Score -1.353441e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -13534867.000000 Penalty: 5634.685059
	Iteration 26Q: 3 clusters Score -1.353487e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -13535203.000000 Penalty: 5634.685059
	Iteration 27Q: 3 clusters Score -1.35352e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -13535552.000000 Penalty: 5634.685059
	Iteration 28Q: 3 clusters Score -1.353555e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -13535799.000000 Penalty: 5634.685059
	Iteration 29Q: 3 clusters Score -1.35358e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -13536132.000000 Penalty: 5634.685059
	Iteration 30Q: 3 clusters Score -1.353613e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -13536292.000000 Penalty: 5634.685059
	Iteration 31Q: 3 clusters Score -1.353629e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -13536454.000000 Penalty: 5634.685059
	Iteration 32Q: 3 clusters Score -1.353645e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -13536634.000000 Penalty: 5634.685059
	Iteration 33Q: 3 clusters Score -1.353663e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -13536770.000000 Penalty: 5634.685059
	Iteration 34Q: 3 clusters Score -1.353677e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -13536882.000000 Penalty: 5634.685059
	Iteration 35Q: 3 clusters Score -1.353688e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -13536957.000000 Penalty: 5634.685059
	Iteration 36Q: 3 clusters Score -1.353696e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -13537061.000000 Penalty: 5634.685059
	Iteration 37Q: 3 clusters Score -1.353706e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -13537084.000000 Penalty: 5634.685059
	Iteration 38Q: 3 clusters Score -1.353708e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -13537133.000000 Penalty: 5634.685059
	Iteration 39Q: 3 clusters Score -1.353713e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -13537148.000000 Penalty: 5634.685059
	Iteration 40F: 3 clusters Score -1.353715e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -13537106.000000 Penalty: 5634.685059
	Iteration 41Q: 3 clusters Score -1.353711e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -13537137.000000 Penalty: 5634.685059
	Iteration 42Q: 3 clusters Score -1.353714e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -13537139.000000 Penalty: 5634.685059
	Iteration 43Q: 3 clusters Score -1.353714e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -13537157.000000 Penalty: 5634.685059
	Iteration 44Q: 3 clusters Score -1.353716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -13537154.000000 Penalty: 5634.685059
	Iteration 45Q: 3 clusters Score -1.353715e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -13537187.000000 Penalty: 5634.685059
	Iteration 46Q: 3 clusters Score -1.353719e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -13537226.000000 Penalty: 5634.685059
	Iteration 47Q: 3 clusters Score -1.353723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -13537214.000000 Penalty: 5634.685059
	Iteration 48Q: 3 clusters Score -1.353721e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -13537235.000000 Penalty: 5634.685059
	Iteration 49Q: 3 clusters Score -1.353724e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -13537215.000000 Penalty: 5634.685059
	Iteration 50Q: 3 clusters Score -1.353722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -13537208.000000 Penalty: 5634.685059
	Iteration 51Q: 3 clusters Score -1.353721e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -13537219.000000 Penalty: 5634.685059
	Iteration 52Q: 3 clusters Score -1.353722e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -13537247.000000 Penalty: 5634.685059
	Iteration 53Q: 3 clusters Score -1.353725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -13537235.000000 Penalty: 5634.685059
	Iteration 54Q: 3 clusters Score -1.353724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -13537228.000000 Penalty: 5634.685059
	Iteration 55Q: 3 clusters Score -1.353723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -13537236.000000 Penalty: 5634.685059
	Iteration 56Q: 3 clusters Score -1.353724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -13537232.000000 Penalty: 5634.685059
	Iteration 57Q: 3 clusters Score -1.353723e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -13537239.000000 Penalty: 5634.685059
	Iteration 58Q: 3 clusters Score -1.353724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -13537229.000000 Penalty: 5634.685059
	Iteration 59Q: 3 clusters Score -1.353723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -13537239.000000 Penalty: 5634.685059
	Iteration 60F: 3 clusters Score -1.353724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -13537245.000000 Penalty: 5634.685059
	Iteration 61Q: 3 clusters Score -1.353724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -13537240.000000 Penalty: 5634.685059
	Iteration 62Q: 3 clusters Score -1.353724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -13537253.000000 Penalty: 5634.685059
	Iteration 63Q: 3 clusters Score -1.353725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -13537257.000000 Penalty: 5634.685059
	Iteration 64Q: 3 clusters Score -1.353726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -13537277.000000 Penalty: 5634.685059
	Iteration 65Q: 3 clusters Score -1.353728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -13537263.000000 Penalty: 5634.685059
	Iteration 66Q: 3 clusters Score -1.353726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -13537253.000000 Penalty: 5634.685059
	Iteration 67Q: 3 clusters Score -1.353725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -13537253.000000 Penalty: 5634.685059
	Iteration 68Q: 3 clusters Score -1.353725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -13537250.000000 Penalty: 5634.685059
	Iteration 69Q: 3 clusters Score -1.353725e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -13537249.000000 Penalty: 5634.685059
	Iteration 70Q: 3 clusters Score -1.353725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -13537246.000000 Penalty: 5634.685059
	Iteration 71Q: 3 clusters Score -1.353725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -13537258.000000 Penalty: 5634.685059
	Iteration 72Q: 3 clusters Score -1.353726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -13537259.000000 Penalty: 5634.685059
	Iteration 73Q: 3 clusters Score -1.353726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -13537254.000000 Penalty: 5634.685059
	Iteration 74Q: 3 clusters Score -1.353725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -13537250.000000 Penalty: 5634.685059
	Iteration 75Q: 3 clusters Score -1.353725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -13537260.000000 Penalty: 5634.685059
	Iteration 76Q: 3 clusters Score -1.353726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -13537269.000000 Penalty: 5634.685059
	Iteration 77Q: 3 clusters Score -1.353727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -13537268.000000 Penalty: 5634.685059
	Iteration 78Q: 3 clusters Score -1.353727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -13537276.000000 Penalty: 5634.685059
	Iteration 79Q: 3 clusters Score -1.353728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -13537274.000000 Penalty: 5634.685059
	Iteration 80F: 3 clusters Score -1.353727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -13537273.000000 Penalty: 5634.685059
	Iteration 81Q: 3 clusters Score -1.353727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -13537264.000000 Penalty: 5634.685059
	Iteration 82Q: 3 clusters Score -1.353726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -13537259.000000 Penalty: 5634.685059
	Iteration 83Q: 3 clusters Score -1.353726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -13537258.000000 Penalty: 5634.685059
	Iteration 84Q: 3 clusters Score -1.353726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -13537261.000000 Penalty: 5634.685059
	Iteration 85Q: 3 clusters Score -1.353726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -13537265.000000 Penalty: 5634.685059
	Iteration 86Q: 3 clusters Score -1.353726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -13537262.000000 Penalty: 5634.685059
	Iteration 87Q: 3 clusters Score -1.353726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -13537260.000000 Penalty: 5634.685059
	Iteration 88Q: 3 clusters Score -1.353726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -13537262.000000 Penalty: 5634.685059
	Iteration 89Q: 3 clusters Score -1.353726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -13537258.000000 Penalty: 5634.685059
	Iteration 90Q: 3 clusters Score -1.353726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -13537261.000000 Penalty: 5634.685059
	Iteration 91Q: 3 clusters Score -1.353726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -13537261.000000 Penalty: 5634.685059
	Iteration 92F: 3 clusters Score -1.353726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Entering Unmasked Estep 
Score: -9144633.000000 Penalty: 2723.868652
	Iteration 0F: 2 clusters Score -9144633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -9105173.000000 Penalty: 5447.737305
	Iteration 0F: 3 clusters Score -9105173 nChanged 27402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -9123604.000000 Penalty: 5447.737305
	Iteration 1F: 3 clusters Score -9123604 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -9129835.000000 Penalty: 5447.737305
	Iteration 2F: 3 clusters Score -9129835 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -9138312.000000 Penalty: 5447.737305
	Iteration 3F: 3 clusters Score -9138312 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -9145055.000000 Penalty: 5447.737305
	Iteration 4F: 3 clusters Score -9145055 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -9148467.000000 Penalty: 5447.737305
	Iteration 5F: 3 clusters Score -9148467 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -9150332.000000 Penalty: 5447.737305
	Iteration 6Q: 3 clusters Score -9150332 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -9151468.000000 Penalty: 5447.737305
	Iteration 7Q: 3 clusters Score -9151468 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -9152110.000000 Penalty: 5447.737305
	Iteration 8Q: 3 clusters Score -9152110 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -9152513.000000 Penalty: 5447.737305
	Iteration 9Q: 3 clusters Score -9152513 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -9152760.000000 Penalty: 5447.737305
	Iteration 10Q: 3 clusters Score -9152760 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -9152901.000000 Penalty: 5447.737305
	Iteration 11Q: 3 clusters Score -9152901 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -9153031.000000 Penalty: 5447.737305
	Iteration 12Q: 3 clusters Score -9153031 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -9153146.000000 Penalty: 5447.737305
	Iteration 13Q: 3 clusters Score -9153146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -9153247.000000 Penalty: 5447.737305
	Iteration 14Q: 3 clusters Score -9153247 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -9153320.000000 Penalty: 5447.737305
	Iteration 15Q: 3 clusters Score -9153320 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -9153350.000000 Penalty: 5447.737305
	Iteration 16Q: 3 clusters Score -9153350 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -9153382.000000 Penalty: 5447.737305
	Iteration 17Q: 3 clusters Score -9153382 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -9153392.000000 Penalty: 5447.737305
	Iteration 18Q: 3 clusters Score -9153392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -9153423.000000 Penalty: 5447.737305
	Iteration 19Q: 3 clusters Score -9153423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -9153430.000000 Penalty: 5447.737305
	Iteration 20F: 3 clusters Score -9153430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -9153433.000000 Penalty: 5447.737305
	Iteration 21Q: 3 clusters Score -9153433 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -9153430.000000 Penalty: 5447.737305
	Iteration 22Q: 3 clusters Score -9153430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -9153449.000000 Penalty: 5447.737305
	Iteration 23Q: 3 clusters Score -9153449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -9153463.000000 Penalty: 5447.737305
	Iteration 24Q: 3 clusters Score -9153463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -9153463.000000 Penalty: 5447.737305
	Iteration 25Q: 3 clusters Score -9153463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -9153444.000000 Penalty: 5447.737305
	Iteration 26Q: 3 clusters Score -9153444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -9153447.000000 Penalty: 5447.737305
	Iteration 27Q: 3 clusters Score -9153447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -9153457.000000 Penalty: 5447.737305
	Iteration 28Q: 3 clusters Score -9153457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -9153464.000000 Penalty: 5447.737305
	Iteration 29Q: 3 clusters Score -9153464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -9153464.000000 Penalty: 5447.737305
	Iteration 30Q: 3 clusters Score -9153464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -9153464.000000 Penalty: 5447.737305
	Iteration 31Q: 3 clusters Score -9153464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -9153462.000000 Penalty: 5447.737305
	Iteration 32Q: 3 clusters Score -9153462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -9153475.000000 Penalty: 5447.737305
	Iteration 33Q: 3 clusters Score -9153475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -9153471.000000 Penalty: 5447.737305
	Iteration 34Q: 3 clusters Score -9153471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -9153476.000000 Penalty: 5447.737305
	Iteration 35Q: 3 clusters Score -9153476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -9153474.000000 Penalty: 5447.737305
	Iteration 36Q: 3 clusters Score -9153474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -9153485.000000 Penalty: 5447.737305
	Iteration 37Q: 3 clusters Score -9153485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -9153481.000000 Penalty: 5447.737305
	Iteration 38Q: 3 clusters Score -9153481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -9153481.000000 Penalty: 5447.737305
	Iteration 39Q: 3 clusters Score -9153481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -9153481.000000 Penalty: 5447.737305
	Iteration 40F: 3 clusters Score -9153481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Entering Unmasked Estep 
Score: -151819920.000000 Penalty: 150745.890625
Splitting cluster 17 changes total score from -151799232.000000 to -151819920.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (16232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Entering Unmasked Estep 
Score: -2541343.750000 Penalty: 2404.295654
	Iteration 0F: 2 clusters Score -2541344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2529695.250000 Penalty: 4808.591309
	Iteration 0F: 3 clusters Score -2529695 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2533827.750000 Penalty: 4808.591309
	Iteration 1F: 3 clusters Score -2533828 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2534735.500000 Penalty: 4808.591309
	Iteration 2F: 3 clusters Score -2534736 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2535803.250000 Penalty: 4808.591309
	Iteration 3F: 3 clusters Score -2535803 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2536730.750000 Penalty: 4808.591309
	Iteration 4F: 3 clusters Score -2536731 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2537564.250000 Penalty: 4808.591309
	Iteration 5F: 3 clusters Score -2537564 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2538286.750000 Penalty: 4808.591309
	Iteration 6F: 3 clusters Score -2538287 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2539029.000000 Penalty: 4808.591309
	Iteration 7F: 3 clusters Score -2539029 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2539873.000000 Penalty: 4808.591309
	Iteration 8F: 3 clusters Score -2539873 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2540692.500000 Penalty: 4808.591309
	Iteration 9F: 3 clusters Score -2540692 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2541583.500000 Penalty: 4808.591309
	Iteration 10F: 3 clusters Score -2541584 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2542384.000000 Penalty: 4808.591309
	Iteration 11F: 3 clusters Score -2542384 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2542993.250000 Penalty: 4808.591309
	Iteration 12Q: 3 clusters Score -2542993 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2543354.000000 Penalty: 4808.591309
	Iteration 13Q: 3 clusters Score -2543354 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2543543.750000 Penalty: 4808.591309
	Iteration 14Q: 3 clusters Score -2543544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2543614.000000 Penalty: 4808.591309
	Iteration 15Q: 3 clusters Score -2543614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2543667.250000 Penalty: 4808.591309
	Iteration 16Q: 3 clusters Score -2543667 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2543693.750000 Penalty: 4808.591309
	Iteration 17Q: 3 clusters Score -2543694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2543701.250000 Penalty: 4808.591309
	Iteration 18Q: 3 clusters Score -2543701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2543698.250000 Penalty: 4808.591309
	Iteration 19Q: 3 clusters Score -2543698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2543716.250000 Penalty: 4808.591309
	Iteration 20F: 3 clusters Score -2543716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2543722.500000 Penalty: 4808.591309
	Iteration 21Q: 3 clusters Score -2543722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2543725.250000 Penalty: 4808.591309
	Iteration 22Q: 3 clusters Score -2543725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2543727.250000 Penalty: 4808.591309
	Iteration 23Q: 3 clusters Score -2543727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2543725.000000 Penalty: 4808.591309
	Iteration 24Q: 3 clusters Score -2543725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2543723.750000 Penalty: 4808.591309
	Iteration 25Q: 3 clusters Score -2543724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2543725.500000 Penalty: 4808.591309
	Iteration 26Q: 3 clusters Score -2543726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2543727.000000 Penalty: 4808.591309
	Iteration 27Q: 3 clusters Score -2543727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2543725.000000 Penalty: 4808.591309
	Iteration 28Q: 3 clusters Score -2543725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2543725.000000 Penalty: 4808.591309
	Iteration 29Q: 3 clusters Score -2543725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2543724.750000 Penalty: 4808.591309
	Iteration 30Q: 3 clusters Score -2543725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2543724.750000 Penalty: 4808.591309
	Iteration 31F: 3 clusters Score -2543725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Entering Unmasked Estep 
Score: -151820768.000000 Penalty: 154171.921875
Splitting cluster 18 changes total score from -151799232.000000 to -151820768.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 19 (44258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Entering Unmasked Estep 
Score: -6633557.500000 Penalty: 2653.052246
	Iteration 0F: 2 clusters Score -6633558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -6603460.000000 Penalty: 5306.104492
	Iteration 0F: 3 clusters Score -6603460 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -6615239.000000 Penalty: 5306.104492
	Iteration 1F: 3 clusters Score -6615239 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -6616625.500000 Penalty: 5306.104492
	Iteration 2F: 3 clusters Score -6616626 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -6618241.000000 Penalty: 5306.104492
	Iteration 3F: 3 clusters Score -6618241 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -6619905.000000 Penalty: 5306.104492
	Iteration 4F: 3 clusters Score -6619905 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6621596.000000 Penalty: 5306.104492
	Iteration 5F: 3 clusters Score -6621596 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -6623213.500000 Penalty: 5306.104492
	Iteration 6F: 3 clusters Score -6623214 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -6624778.500000 Penalty: 5306.104492
	Iteration 7F: 3 clusters Score -6624778 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -6626301.000000 Penalty: 5306.104492
	Iteration 8F: 3 clusters Score -6626301 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -6627564.000000 Penalty: 5306.104492
	Iteration 9Q: 3 clusters Score -6627564 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -6628556.000000 Penalty: 5306.104492
	Iteration 10Q: 3 clusters Score -6628556 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -6629314.000000 Penalty: 5306.104492
	Iteration 11Q: 3 clusters Score -6629314 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -6629934.500000 Penalty: 5306.104492
	Iteration 12Q: 3 clusters Score -6629934 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -6630354.000000 Penalty: 5306.104492
	Iteration 13Q: 3 clusters Score -6630354 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -6630688.000000 Penalty: 5306.104492
	Iteration 14Q: 3 clusters Score -6630688 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -6630955.000000 Penalty: 5306.104492
	Iteration 15Q: 3 clusters Score -6630955 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6631146.000000 Penalty: 5306.104492
	Iteration 16Q: 3 clusters Score -6631146 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6631333.000000 Penalty: 5306.104492
	Iteration 17Q: 3 clusters Score -6631333 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -6631435.500000 Penalty: 5306.104492
	Iteration 18Q: 3 clusters Score -6631436 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -6631548.500000 Penalty: 5306.104492
	Iteration 19Q: 3 clusters Score -6631548 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -6631621.000000 Penalty: 5306.104492
	Iteration 20F: 3 clusters Score -6631621 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -6631663.000000 Penalty: 5306.104492
	Iteration 21Q: 3 clusters Score -6631663 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6631696.000000 Penalty: 5306.104492
	Iteration 22Q: 3 clusters Score -6631696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -6631726.000000 Penalty: 5306.104492
	Iteration 23Q: 3 clusters Score -6631726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6631759.000000 Penalty: 5306.104492
	Iteration 24Q: 3 clusters Score -6631759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -6631765.000000 Penalty: 5306.104492
	Iteration 25Q: 3 clusters Score -6631765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6631777.000000 Penalty: 5306.104492
	Iteration 26Q: 3 clusters Score -6631777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -6631791.500000 Penalty: 5306.104492
	Iteration 27Q: 3 clusters Score -6631792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -6631794.500000 Penalty: 5306.104492
	Iteration 28Q: 3 clusters Score -6631794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -6631811.000000 Penalty: 5306.104492
	Iteration 29Q: 3 clusters Score -6631811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -6631822.000000 Penalty: 5306.104492
	Iteration 30Q: 3 clusters Score -6631822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6631824.000000 Penalty: 5306.104492
	Iteration 31Q: 3 clusters Score -6631824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -6631833.000000 Penalty: 5306.104492
	Iteration 32Q: 3 clusters Score -6631833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6631843.000000 Penalty: 5306.104492
	Iteration 33Q: 3 clusters Score -6631843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6631854.500000 Penalty: 5306.104492
	Iteration 34Q: 3 clusters Score -6631854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -6631860.500000 Penalty: 5306.104492
	Iteration 35Q: 3 clusters Score -6631860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -6631862.000000 Penalty: 5306.104492
	Iteration 36Q: 3 clusters Score -6631862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6631864.000000 Penalty: 5306.104492
	Iteration 37Q: 3 clusters Score -6631864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6631864.500000 Penalty: 5306.104492
	Iteration 38Q: 3 clusters Score -6631864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -6631875.000000 Penalty: 5306.104492
	Iteration 39Q: 3 clusters Score -6631875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6631878.500000 Penalty: 5306.104492
	Iteration 40F: 3 clusters Score -6631878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -6631868.500000 Penalty: 5306.104492
	Iteration 41Q: 3 clusters Score -6631868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -6631874.500000 Penalty: 5306.104492
	Iteration 42Q: 3 clusters Score -6631874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -6631875.500000 Penalty: 5306.104492
	Iteration 43Q: 3 clusters Score -6631876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -6631876.500000 Penalty: 5306.104492
	Iteration 44Q: 3 clusters Score -6631876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -6631875.500000 Penalty: 5306.104492
	Iteration 45Q: 3 clusters Score -6631876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -6631882.500000 Penalty: 5306.104492
	Iteration 46Q: 3 clusters Score -6631882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -6631879.000000 Penalty: 5306.104492
	Iteration 47Q: 3 clusters Score -6631879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6631880.500000 Penalty: 5306.104492
	Iteration 48Q: 3 clusters Score -6631880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -6631883.500000 Penalty: 5306.104492
	Iteration 49Q: 3 clusters Score -6631884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -6631885.000000 Penalty: 5306.104492
	Iteration 50Q: 3 clusters Score -6631885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -6631887.500000 Penalty: 5306.104492
	Iteration 51Q: 3 clusters Score -6631888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -6631885.000000 Penalty: 5306.104492
	Iteration 52Q: 3 clusters Score -6631885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6631885.000000 Penalty: 5306.104492
	Iteration 53Q: 3 clusters Score -6631885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -6631883.000000 Penalty: 5306.104492
	Iteration 54Q: 3 clusters Score -6631883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6631887.000000 Penalty: 5306.104492
	Iteration 55Q: 3 clusters Score -6631887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -6631886.000000 Penalty: 5306.104492
	Iteration 56Q: 3 clusters Score -6631886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -6631888.000000 Penalty: 5306.104492
	Iteration 57Q: 3 clusters Score -6631888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -6631890.000000 Penalty: 5306.104492
	Iteration 58Q: 3 clusters Score -6631890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6631892.000000 Penalty: 5306.104492
	Iteration 59Q: 3 clusters Score -6631892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6631885.500000 Penalty: 5306.104492
	Iteration 60F: 3 clusters Score -6631886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -6631883.000000 Penalty: 5306.104492
	Iteration 61Q: 3 clusters Score -6631883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6631884.000000 Penalty: 5306.104492
	Iteration 62Q: 3 clusters Score -6631884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6631888.500000 Penalty: 5306.104492
	Iteration 63Q: 3 clusters Score -6631888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -6631888.500000 Penalty: 5306.104492
	Iteration 64F: 3 clusters Score -6631888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -57072.375000 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -57072.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55696.347656 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -55696.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55932.281250 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -55932.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56096.937500 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -56096.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -56257.296875 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -56257.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -56379.628906 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -56379.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56446.136719 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -56446.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56479.894531 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -56479.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56544.625000 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -56544.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56585.511719 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -56585.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56612.953125 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -56612.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56638.035156 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -56638.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56654.160156 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -56654.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56654.269531 Penalty: 3006.482422
	Iteration 12F: 3 clusters Score -56654.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56669.335938 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -56669.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56700.144531 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -56700.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56726.257812 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -56726.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56743.492188 Penalty: 3006.482422
	Iteration 16Q: 3 clusters Score -56743.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56772.183594 Penalty: 3006.482422
	Iteration 17Q: 3 clusters Score -56772.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56822.187500 Penalty: 3006.482422
	Iteration 18Q: 3 clusters Score -56822.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56845.605469 Penalty: 3006.482422
	Iteration 19Q: 3 clusters Score -56845.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56857.667969 Penalty: 3006.482422
	Iteration 20F: 3 clusters Score -56857.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56863.000000 Penalty: 3006.482422
	Iteration 21Q: 3 clusters Score -56863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56863.000000 Penalty: 3006.482422
	Iteration 22F: 3 clusters Score -56863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Entering Unmasked Estep 
Score: -1472226.500000 Penalty: 2275.816895
	Iteration 0F: 2 clusters Score -1472226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1464754.375000 Penalty: 4551.633789
	Iteration 0F: 3 clusters Score -1464754 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1467121.125000 Penalty: 4551.633789
	Iteration 1F: 3 clusters Score -1467121 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1467814.750000 Penalty: 4551.633789
	Iteration 2F: 3 clusters Score -1467815 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1468618.000000 Penalty: 4551.633789
	Iteration 3F: 3 clusters Score -1468618 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1469454.500000 Penalty: 4551.633789
	Iteration 4F: 3 clusters Score -1469454 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1470175.875000 Penalty: 4551.633789
	Iteration 5F: 3 clusters Score -1470176 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1470753.750000 Penalty: 4551.633789
	Iteration 6F: 3 clusters Score -1470754 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1471068.375000 Penalty: 4551.633789
	Iteration 7Q: 3 clusters Score -1471068 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1471196.750000 Penalty: 4551.633789
	Iteration 8Q: 3 clusters Score -1471197 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1471274.750000 Penalty: 4551.633789
	Iteration 9Q: 3 clusters Score -1471275 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1471331.000000 Penalty: 4551.633789
	Iteration 10Q: 3 clusters Score -1471331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1471368.875000 Penalty: 4551.633789
	Iteration 11Q: 3 clusters Score -1471369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1471396.250000 Penalty: 4551.633789
	Iteration 12Q: 3 clusters Score -1471396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1471416.125000 Penalty: 4551.633789
	Iteration 13Q: 3 clusters Score -1471416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1471429.125000 Penalty: 4551.633789
	Iteration 14Q: 3 clusters Score -1471429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1471439.250000 Penalty: 4551.633789
	Iteration 15Q: 3 clusters Score -1471439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1471446.625000 Penalty: 4551.633789
	Iteration 16Q: 3 clusters Score -1471447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1471458.375000 Penalty: 4551.633789
	Iteration 17Q: 3 clusters Score -1471458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1471468.250000 Penalty: 4551.633789
	Iteration 18Q: 3 clusters Score -1471468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1471484.375000 Penalty: 4551.633789
	Iteration 19Q: 3 clusters Score -1471484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1471494.875000 Penalty: 4551.633789
	Iteration 20F: 3 clusters Score -1471495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1471503.000000 Penalty: 4551.633789
	Iteration 21Q: 3 clusters Score -1471503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1471515.750000 Penalty: 4551.633789
	Iteration 22Q: 3 clusters Score -1471516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1471534.250000 Penalty: 4551.633789
	Iteration 23Q: 3 clusters Score -1471534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1471548.125000 Penalty: 4551.633789
	Iteration 24Q: 3 clusters Score -1471548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1471566.625000 Penalty: 4551.633789
	Iteration 25Q: 3 clusters Score -1471567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1471591.625000 Penalty: 4551.633789
	Iteration 26Q: 3 clusters Score -1471592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1471608.750000 Penalty: 4551.633789
	Iteration 27Q: 3 clusters Score -1471609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1471633.000000 Penalty: 4551.633789
	Iteration 28Q: 3 clusters Score -1471633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1471642.875000 Penalty: 4551.633789
	Iteration 29Q: 3 clusters Score -1471643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1471664.750000 Penalty: 4551.633789
	Iteration 30Q: 3 clusters Score -1471665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1471671.125000 Penalty: 4551.633789
	Iteration 31Q: 3 clusters Score -1471671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1471683.875000 Penalty: 4551.633789
	Iteration 32Q: 3 clusters Score -1471684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1471687.750000 Penalty: 4551.633789
	Iteration 33Q: 3 clusters Score -1471688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1471700.000000 Penalty: 4551.633789
	Iteration 34Q: 3 clusters Score -1471700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1471707.625000 Penalty: 4551.633789
	Iteration 35Q: 3 clusters Score -1471708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1471713.875000 Penalty: 4551.633789
	Iteration 36Q: 3 clusters Score -1471714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1471721.000000 Penalty: 4551.633789
	Iteration 37Q: 3 clusters Score -1471721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1471722.750000 Penalty: 4551.633789
	Iteration 38Q: 3 clusters Score -1471723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1471725.875000 Penalty: 4551.633789
	Iteration 39Q: 3 clusters Score -1471726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1471730.875000 Penalty: 4551.633789
	Iteration 40F: 3 clusters Score -1471731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1471732.000000 Penalty: 4551.633789
	Iteration 41Q: 3 clusters Score -1471732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1471734.750000 Penalty: 4551.633789
	Iteration 42Q: 3 clusters Score -1471735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1471739.625000 Penalty: 4551.633789
	Iteration 43Q: 3 clusters Score -1471740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1471741.625000 Penalty: 4551.633789
	Iteration 44Q: 3 clusters Score -1471742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1471748.500000 Penalty: 4551.633789
	Iteration 45Q: 3 clusters Score -1471748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1471752.875000 Penalty: 4551.633789
	Iteration 46Q: 3 clusters Score -1471753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1471756.500000 Penalty: 4551.633789
	Iteration 47Q: 3 clusters Score -1471756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1471754.875000 Penalty: 4551.633789
	Iteration 48Q: 3 clusters Score -1471755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1471754.000000 Penalty: 4551.633789
	Iteration 49Q: 3 clusters Score -1471754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1471755.375000 Penalty: 4551.633789
	Iteration 50Q: 3 clusters Score -1471755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1471757.500000 Penalty: 4551.633789
	Iteration 51Q: 3 clusters Score -1471758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1471758.750000 Penalty: 4551.633789
	Iteration 52Q: 3 clusters Score -1471759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1471763.375000 Penalty: 4551.633789
	Iteration 53Q: 3 clusters Score -1471763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1471765.250000 Penalty: 4551.633789
	Iteration 54Q: 3 clusters Score -1471765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1471765.750000 Penalty: 4551.633789
	Iteration 55Q: 3 clusters Score -1471766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1471764.500000 Penalty: 4551.633789
	Iteration 56Q: 3 clusters Score -1471764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1471768.125000 Penalty: 4551.633789
	Iteration 57Q: 3 clusters Score -1471768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1471768.000000 Penalty: 4551.633789
	Iteration 58Q: 3 clusters Score -1471768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1471772.750000 Penalty: 4551.633789
	Iteration 59Q: 3 clusters Score -1471773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1471772.250000 Penalty: 4551.633789
	Iteration 60F: 3 clusters Score -1471772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1471774.875000 Penalty: 4551.633789
	Iteration 61Q: 3 clusters Score -1471775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1471774.125000 Penalty: 4551.633789
	Iteration 62Q: 3 clusters Score -1471774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1471775.000000 Penalty: 4551.633789
	Iteration 63Q: 3 clusters Score -1471775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1471777.500000 Penalty: 4551.633789
	Iteration 64Q: 3 clusters Score -1471778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1471778.000000 Penalty: 4551.633789
	Iteration 65Q: 3 clusters Score -1471778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1471779.750000 Penalty: 4551.633789
	Iteration 66Q: 3 clusters Score -1471780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1471782.125000 Penalty: 4551.633789
	Iteration 67Q: 3 clusters Score -1471782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1471785.250000 Penalty: 4551.633789
	Iteration 68Q: 3 clusters Score -1471785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1471782.750000 Penalty: 4551.633789
	Iteration 69Q: 3 clusters Score -1471783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1471786.875000 Penalty: 4551.633789
	Iteration 70Q: 3 clusters Score -1471787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1471786.000000 Penalty: 4551.633789
	Iteration 71Q: 3 clusters Score -1471786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1471786.625000 Penalty: 4551.633789
	Iteration 72Q: 3 clusters Score -1471787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1471788.250000 Penalty: 4551.633789
	Iteration 73Q: 3 clusters Score -1471788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1471787.125000 Penalty: 4551.633789
	Iteration 74Q: 3 clusters Score -1471787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1471786.875000 Penalty: 4551.633789
	Iteration 75Q: 3 clusters Score -1471787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1471789.125000 Penalty: 4551.633789
	Iteration 76Q: 3 clusters Score -1471789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1471789.250000 Penalty: 4551.633789
	Iteration 77Q: 3 clusters Score -1471789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1471788.125000 Penalty: 4551.633789
	Iteration 78Q: 3 clusters Score -1471788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1471789.500000 Penalty: 4551.633789
	Iteration 79Q: 3 clusters Score -1471790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1471789.500000 Penalty: 4551.633789
	Iteration 80F: 3 clusters Score -1471790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Entering Unmasked Estep 
Score: -3931019.500000 Penalty: 2530.426514
	Iteration 0F: 2 clusters Score -3931020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3912354.750000 Penalty: 5060.853027
	Iteration 0F: 3 clusters Score -3912355 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3919406.750000 Penalty: 5060.853027
	Iteration 1F: 3 clusters Score -3919407 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3920356.000000 Penalty: 5060.853027
	Iteration 2F: 3 clusters Score -3920356 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3921497.250000 Penalty: 5060.853027
	Iteration 3F: 3 clusters Score -3921497 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3922819.750000 Penalty: 5060.853027
	Iteration 4F: 3 clusters Score -3922820 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3924096.250000 Penalty: 5060.853027
	Iteration 5F: 3 clusters Score -3924096 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3925117.250000 Penalty: 5060.853027
	Iteration 6F: 3 clusters Score -3925117 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3925790.000000 Penalty: 5060.853027
	Iteration 7Q: 3 clusters Score -3925790 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3926229.000000 Penalty: 5060.853027
	Iteration 8Q: 3 clusters Score -3926229 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3926560.250000 Penalty: 5060.853027
	Iteration 9Q: 3 clusters Score -3926560 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3926789.750000 Penalty: 5060.853027
	Iteration 10Q: 3 clusters Score -3926790 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3926954.250000 Penalty: 5060.853027
	Iteration 11Q: 3 clusters Score -3926954 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3927085.500000 Penalty: 5060.853027
	Iteration 12Q: 3 clusters Score -3927086 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3927221.500000 Penalty: 5060.853027
	Iteration 13Q: 3 clusters Score -3927222 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3927337.500000 Penalty: 5060.853027
	Iteration 14Q: 3 clusters Score -3927338 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3927452.500000 Penalty: 5060.853027
	Iteration 15Q: 3 clusters Score -3927452 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3927597.750000 Penalty: 5060.853027
	Iteration 16Q: 3 clusters Score -3927598 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3927677.000000 Penalty: 5060.853027
	Iteration 17Q: 3 clusters Score -3927677 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3927776.250000 Penalty: 5060.853027
	Iteration 18Q: 3 clusters Score -3927776 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3927863.500000 Penalty: 5060.853027
	Iteration 19Q: 3 clusters Score -3927864 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3927945.500000 Penalty: 5060.853027
	Iteration 20F: 3 clusters Score -3927946 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3928020.250000 Penalty: 5060.853027
	Iteration 21Q: 3 clusters Score -3928020 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3928080.500000 Penalty: 5060.853027
	Iteration 22Q: 3 clusters Score -3928080 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3928160.500000 Penalty: 5060.853027
	Iteration 23Q: 3 clusters Score -3928160 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3928270.500000 Penalty: 5060.853027
	Iteration 24Q: 3 clusters Score -3928270 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3928344.250000 Penalty: 5060.853027
	Iteration 25Q: 3 clusters Score -3928344 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3928420.000000 Penalty: 5060.853027
	Iteration 26Q: 3 clusters Score -3928420 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3928528.250000 Penalty: 5060.853027
	Iteration 27Q: 3 clusters Score -3928528 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3928634.250000 Penalty: 5060.853027
	Iteration 28Q: 3 clusters Score -3928634 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3928734.750000 Penalty: 5060.853027
	Iteration 29Q: 3 clusters Score -3928735 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3928828.250000 Penalty: 5060.853027
	Iteration 30Q: 3 clusters Score -3928828 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3928931.500000 Penalty: 5060.853027
	Iteration 31Q: 3 clusters Score -3928932 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3929021.500000 Penalty: 5060.853027
	Iteration 32Q: 3 clusters Score -3929022 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3929113.000000 Penalty: 5060.853027
	Iteration 33Q: 3 clusters Score -3929113 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3929182.500000 Penalty: 5060.853027
	Iteration 34Q: 3 clusters Score -3929182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3929264.750000 Penalty: 5060.853027
	Iteration 35Q: 3 clusters Score -3929265 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3929308.750000 Penalty: 5060.853027
	Iteration 36Q: 3 clusters Score -3929309 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3929355.000000 Penalty: 5060.853027
	Iteration 37Q: 3 clusters Score -3929355 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3929390.750000 Penalty: 5060.853027
	Iteration 38Q: 3 clusters Score -3929391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3929409.750000 Penalty: 5060.853027
	Iteration 39Q: 3 clusters Score -3929410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3929425.250000 Penalty: 5060.853027
	Iteration 40F: 3 clusters Score -3929425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3929446.500000 Penalty: 5060.853027
	Iteration 41Q: 3 clusters Score -3929446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3929467.750000 Penalty: 5060.853027
	Iteration 42Q: 3 clusters Score -3929468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3929476.500000 Penalty: 5060.853027
	Iteration 43Q: 3 clusters Score -3929476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3929490.750000 Penalty: 5060.853027
	Iteration 44Q: 3 clusters Score -3929491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3929509.250000 Penalty: 5060.853027
	Iteration 45Q: 3 clusters Score -3929509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3929522.750000 Penalty: 5060.853027
	Iteration 46Q: 3 clusters Score -3929523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3929523.250000 Penalty: 5060.853027
	Iteration 47Q: 3 clusters Score -3929523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3929527.750000 Penalty: 5060.853027
	Iteration 48Q: 3 clusters Score -3929528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3929540.500000 Penalty: 5060.853027
	Iteration 49Q: 3 clusters Score -3929540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3929538.250000 Penalty: 5060.853027
	Iteration 50Q: 3 clusters Score -3929538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3929545.000000 Penalty: 5060.853027
	Iteration 51Q: 3 clusters Score -3929545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3929545.250000 Penalty: 5060.853027
	Iteration 52Q: 3 clusters Score -3929545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3929540.750000 Penalty: 5060.853027
	Iteration 53Q: 3 clusters Score -3929541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3929552.500000 Penalty: 5060.853027
	Iteration 54Q: 3 clusters Score -3929552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3929551.250000 Penalty: 5060.853027
	Iteration 55Q: 3 clusters Score -3929551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3929555.500000 Penalty: 5060.853027
	Iteration 56Q: 3 clusters Score -3929556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3929563.000000 Penalty: 5060.853027
	Iteration 57Q: 3 clusters Score -3929563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3929572.000000 Penalty: 5060.853027
	Iteration 58Q: 3 clusters Score -3929572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3929574.750000 Penalty: 5060.853027
	Iteration 59Q: 3 clusters Score -3929575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3929588.750000 Penalty: 5060.853027
	Iteration 60F: 3 clusters Score -3929589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3929597.250000 Penalty: 5060.853027
	Iteration 61Q: 3 clusters Score -3929597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3929605.000000 Penalty: 5060.853027
	Iteration 62Q: 3 clusters Score -3929605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3929606.250000 Penalty: 5060.853027
	Iteration 63Q: 3 clusters Score -3929606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3929616.750000 Penalty: 5060.853027
	Iteration 64Q: 3 clusters Score -3929617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3929621.500000 Penalty: 5060.853027
	Iteration 65Q: 3 clusters Score -3929622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3929623.750000 Penalty: 5060.853027
	Iteration 66Q: 3 clusters Score -3929624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3929630.250000 Penalty: 5060.853027
	Iteration 67Q: 3 clusters Score -3929630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3929641.250000 Penalty: 5060.853027
	Iteration 68Q: 3 clusters Score -3929641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3929643.000000 Penalty: 5060.853027
	Iteration 69Q: 3 clusters Score -3929643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3929643.250000 Penalty: 5060.853027
	Iteration 70Q: 3 clusters Score -3929643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3929649.000000 Penalty: 5060.853027
	Iteration 71Q: 3 clusters Score -3929649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3929655.500000 Penalty: 5060.853027
	Iteration 72Q: 3 clusters Score -3929656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3929659.750000 Penalty: 5060.853027
	Iteration 73Q: 3 clusters Score -3929660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3929663.000000 Penalty: 5060.853027
	Iteration 74Q: 3 clusters Score -3929663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3929665.750000 Penalty: 5060.853027
	Iteration 75Q: 3 clusters Score -3929666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3929665.500000 Penalty: 5060.853027
	Iteration 76Q: 3 clusters Score -3929666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3929669.750000 Penalty: 5060.853027
	Iteration 77Q: 3 clusters Score -3929670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3929675.000000 Penalty: 5060.853027
	Iteration 78Q: 3 clusters Score -3929675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3929675.250000 Penalty: 5060.853027
	Iteration 79Q: 3 clusters Score -3929675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3929682.750000 Penalty: 5060.853027
	Iteration 80F: 3 clusters Score -3929683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3929689.000000 Penalty: 5060.853027
	Iteration 81Q: 3 clusters Score -3929689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3929690.500000 Penalty: 5060.853027
	Iteration 82Q: 3 clusters Score -3929690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3929688.750000 Penalty: 5060.853027
	Iteration 83Q: 3 clusters Score -3929689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3929690.000000 Penalty: 5060.853027
	Iteration 84Q: 3 clusters Score -3929690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3929703.000000 Penalty: 5060.853027
	Iteration 85Q: 3 clusters Score -3929703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3929706.000000 Penalty: 5060.853027
	Iteration 86Q: 3 clusters Score -3929706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3929704.000000 Penalty: 5060.853027
	Iteration 87Q: 3 clusters Score -3929704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3929707.250000 Penalty: 5060.853027
	Iteration 88Q: 3 clusters Score -3929707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3929709.750000 Penalty: 5060.853027
	Iteration 89Q: 3 clusters Score -3929710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3929708.000000 Penalty: 5060.853027
	Iteration 90Q: 3 clusters Score -3929708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3929714.750000 Penalty: 5060.853027
	Iteration 91Q: 3 clusters Score -3929715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3929716.000000 Penalty: 5060.853027
	Iteration 92Q: 3 clusters Score -3929716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3929718.500000 Penalty: 5060.853027
	Iteration 93Q: 3 clusters Score -3929718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3929723.000000 Penalty: 5060.853027
	Iteration 94Q: 3 clusters Score -3929723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3929729.750000 Penalty: 5060.853027
	Iteration 95Q: 3 clusters Score -3929730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3929731.000000 Penalty: 5060.853027
	Iteration 96Q: 3 clusters Score -3929731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3929741.000000 Penalty: 5060.853027
	Iteration 97Q: 3 clusters Score -3929741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3929743.000000 Penalty: 5060.853027
	Iteration 98Q: 3 clusters Score -3929743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3929744.750000 Penalty: 5060.853027
	Iteration 99Q: 3 clusters Score -3929745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3929744.750000 Penalty: 5060.853027
	Iteration 100F: 3 clusters Score -3929745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3929744.750000 Penalty: 5060.853027
	Iteration 101Q: 3 clusters Score -3929745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3929747.250000 Penalty: 5060.853027
	Iteration 102Q: 3 clusters Score -3929747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3929747.250000 Penalty: 5060.853027
	Iteration 103F: 3 clusters Score -3929747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Entering Unmasked Estep 
Score: -1140522.750000 Penalty: 2230.216064
	Iteration 0F: 2 clusters Score -1140523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1134201.625000 Penalty: 4460.432129
	Iteration 0F: 3 clusters Score -1134202 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1136907.875000 Penalty: 4460.432129
	Iteration 1F: 3 clusters Score -1136908 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1138950.625000 Penalty: 4460.432129
	Iteration 2F: 3 clusters Score -1138951 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1140678.125000 Penalty: 4460.432129
	Iteration 3F: 3 clusters Score -1140678 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1141672.375000 Penalty: 4460.432129
	Iteration 4F: 3 clusters Score -1141672 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1142450.000000 Penalty: 4460.432129
	Iteration 5F: 3 clusters Score -1142450 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1143186.000000 Penalty: 4460.432129
	Iteration 6F: 3 clusters Score -1143186 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1143844.125000 Penalty: 4460.432129
	Iteration 7F: 3 clusters Score -1143844 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1144412.125000 Penalty: 4460.432129
	Iteration 8Q: 3 clusters Score -1144412 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1144822.500000 Penalty: 4460.432129
	Iteration 9Q: 3 clusters Score -1144822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1145095.375000 Penalty: 4460.432129
	Iteration 10Q: 3 clusters Score -1145095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1145207.500000 Penalty: 4460.432129
	Iteration 11Q: 3 clusters Score -1145208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1145248.250000 Penalty: 4460.432129
	Iteration 12Q: 3 clusters Score -1145248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1145271.875000 Penalty: 4460.432129
	Iteration 13Q: 3 clusters Score -1145272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1145284.500000 Penalty: 4460.432129
	Iteration 14Q: 3 clusters Score -1145284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1145288.250000 Penalty: 4460.432129
	Iteration 15Q: 3 clusters Score -1145288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1145287.875000 Penalty: 4460.432129
	Iteration 16Q: 3 clusters Score -1145288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1145288.750000 Penalty: 4460.432129
	Iteration 17Q: 3 clusters Score -1145289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1145287.000000 Penalty: 4460.432129
	Iteration 18Q: 3 clusters Score -1145287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1145287.000000 Penalty: 4460.432129
	Iteration 19F: 3 clusters Score -1145287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 1109 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Entering Unmasked Estep 
Score: -151824240.000000 Penalty: 157597.968750
Splitting cluster 23 changes total score from -151799232.000000 to -151824240.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 24 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -157308.265625 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -157308.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155348.359375 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -155348.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155824.046875 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -155824 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -156130.781250 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -156130.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -156472.531250 Penalty: 3477.562012
	Iteration 3F: 3 clusters Score -156472.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -156868.500000 Penalty: 3477.562012
	Iteration 4F: 3 clusters Score -156868.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157483.140625 Penalty: 3477.562012
	Iteration 5F: 3 clusters Score -157483.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157976.078125 Penalty: 3477.562012
	Iteration 6F: 3 clusters Score -157976.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -158275.687500 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -158275.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158416.093750 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -158416.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158533.906250 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -158533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158622.437500 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -158622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158701.437500 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -158701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158727.984375 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -158728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -158729.843750 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -158729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -158729.843750 Penalty: 3477.562012
	Iteration 14F: 3 clusters Score -158729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Entering Unmasked Estep 
Score: -151824000.000000 Penalty: 161024.015625
Splitting cluster 24 changes total score from -151799232.000000 to -151824000.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 25 (85152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Entering Unmasked Estep 
Score: -13718012.000000 Penalty: 2815.343750
	Iteration 0F: 2 clusters Score -1.371801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -13663792.000000 Penalty: 5630.687500
	Iteration 0F: 3 clusters Score -1.366379e+07 nChanged 39929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -13686807.000000 Penalty: 5630.687500
	Iteration 1F: 3 clusters Score -1.368681e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -13687619.000000 Penalty: 5630.687500
	Iteration 2Q: 3 clusters Score -1.368762e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -13688974.000000 Penalty: 5630.687500
	Iteration 3Q: 3 clusters Score -1.368897e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -13691269.000000 Penalty: 5630.687500
	Iteration 4F: 3 clusters Score -1.369127e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -13695142.000000 Penalty: 5630.687500
	Iteration 5F: 3 clusters Score -1.369514e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 67104 members 
Entering Unmasked Estep 
Score: -13701200.000000 Penalty: 5630.687500
	Iteration 6F: 3 clusters Score -1.37012e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -13707981.000000 Penalty: 5630.687500
	Iteration 7F: 3 clusters Score -1.370798e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -13712636.000000 Penalty: 5630.687500
	Iteration 8F: 3 clusters Score -1.371264e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -13714773.000000 Penalty: 5630.687500
	Iteration 9Q: 3 clusters Score -1.371477e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -13715631.000000 Penalty: 5630.687500
	Iteration 10Q: 3 clusters Score -1.371563e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -13716019.000000 Penalty: 5630.687500
	Iteration 11Q: 3 clusters Score -1.371602e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -13716139.000000 Penalty: 5630.687500
	Iteration 12Q: 3 clusters Score -1.371614e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -13716233.000000 Penalty: 5630.687500
	Iteration 13Q: 3 clusters Score -1.371623e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -13716272.000000 Penalty: 5630.687500
	Iteration 14Q: 3 clusters Score -1.371627e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -13716297.000000 Penalty: 5630.687500
	Iteration 15Q: 3 clusters Score -1.37163e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 83708 members 
Entering Unmasked Estep 
Score: -13716297.000000 Penalty: 5630.687500
	Iteration 16Q: 3 clusters Score -1.37163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -13716317.000000 Penalty: 5630.687500
	Iteration 17Q: 3 clusters Score -1.371632e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -13716302.000000 Penalty: 5630.687500
	Iteration 18Q: 3 clusters Score -1.37163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -13716323.000000 Penalty: 5630.687500
	Iteration 19Q: 3 clusters Score -1.371632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -13716318.000000 Penalty: 5630.687500
	Iteration 20F: 3 clusters Score -1.371632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -13716329.000000 Penalty: 5630.687500
	Iteration 21Q: 3 clusters Score -1.371633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -13716330.000000 Penalty: 5630.687500
	Iteration 22Q: 3 clusters Score -1.371633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -13716333.000000 Penalty: 5630.687500
	Iteration 23Q: 3 clusters Score -1.371633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -13716335.000000 Penalty: 5630.687500
	Iteration 24Q: 3 clusters Score -1.371634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -13716327.000000 Penalty: 5630.687500
	Iteration 25Q: 3 clusters Score -1.371633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -13716330.000000 Penalty: 5630.687500
	Iteration 26Q: 3 clusters Score -1.371633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -13716335.000000 Penalty: 5630.687500
	Iteration 27Q: 3 clusters Score -1.371634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -13716338.000000 Penalty: 5630.687500
	Iteration 28Q: 3 clusters Score -1.371634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -13716348.000000 Penalty: 5630.687500
	Iteration 29Q: 3 clusters Score -1.371635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -13716348.000000 Penalty: 5630.687500
	Iteration 30Q: 3 clusters Score -1.371635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -13716345.000000 Penalty: 5630.687500
	Iteration 31Q: 3 clusters Score -1.371634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -13716345.000000 Penalty: 5630.687500
	Iteration 32F: 3 clusters Score -1.371634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Entering Unmasked Estep 
Score: -3908733.250000 Penalty: 2509.562500
	Iteration 0F: 2 clusters Score -3908733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3891431.000000 Penalty: 5019.125000
	Iteration 0F: 3 clusters Score -3891431 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3897591.500000 Penalty: 5019.125000
	Iteration 1F: 3 clusters Score -3897592 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3898497.250000 Penalty: 5019.125000
	Iteration 2F: 3 clusters Score -3898497 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3899769.250000 Penalty: 5019.125000
	Iteration 3F: 3 clusters Score -3899769 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3901350.250000 Penalty: 5019.125000
	Iteration 4F: 3 clusters Score -3901350 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3902850.500000 Penalty: 5019.125000
	Iteration 5F: 3 clusters Score -3902850 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3904182.250000 Penalty: 5019.125000
	Iteration 6F: 3 clusters Score -3904182 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3905445.750000 Penalty: 5019.125000
	Iteration 7F: 3 clusters Score -3905446 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3906695.750000 Penalty: 5019.125000
	Iteration 8F: 3 clusters Score -3906696 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3907745.750000 Penalty: 5019.125000
	Iteration 9Q: 3 clusters Score -3907746 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3908491.500000 Penalty: 5019.125000
	Iteration 10Q: 3 clusters Score -3908492 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3908961.500000 Penalty: 5019.125000
	Iteration 11Q: 3 clusters Score -3908962 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3909214.500000 Penalty: 5019.125000
	Iteration 12Q: 3 clusters Score -3909214 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3909373.000000 Penalty: 5019.125000
	Iteration 13Q: 3 clusters Score -3909373 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3909482.000000 Penalty: 5019.125000
	Iteration 14Q: 3 clusters Score -3909482 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3909571.500000 Penalty: 5019.125000
	Iteration 15Q: 3 clusters Score -3909572 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3909648.500000 Penalty: 5019.125000
	Iteration 16Q: 3 clusters Score -3909648 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3909706.250000 Penalty: 5019.125000
	Iteration 17Q: 3 clusters Score -3909706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3909733.500000 Penalty: 5019.125000
	Iteration 18Q: 3 clusters Score -3909734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3909747.000000 Penalty: 5019.125000
	Iteration 19Q: 3 clusters Score -3909747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3909760.500000 Penalty: 5019.125000
	Iteration 20F: 3 clusters Score -3909760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3909790.250000 Penalty: 5019.125000
	Iteration 21Q: 3 clusters Score -3909790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3909780.000000 Penalty: 5019.125000
	Iteration 22Q: 3 clusters Score -3909780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3909783.250000 Penalty: 5019.125000
	Iteration 23Q: 3 clusters Score -3909783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3909780.500000 Penalty: 5019.125000
	Iteration 24Q: 3 clusters Score -3909780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3909798.750000 Penalty: 5019.125000
	Iteration 25Q: 3 clusters Score -3909799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3909808.500000 Penalty: 5019.125000
	Iteration 26Q: 3 clusters Score -3909808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3909801.000000 Penalty: 5019.125000
	Iteration 27Q: 3 clusters Score -3909801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3909804.000000 Penalty: 5019.125000
	Iteration 28Q: 3 clusters Score -3909804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3909815.000000 Penalty: 5019.125000
	Iteration 29Q: 3 clusters Score -3909815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3909818.000000 Penalty: 5019.125000
	Iteration 30Q: 3 clusters Score -3909818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3909820.500000 Penalty: 5019.125000
	Iteration 31Q: 3 clusters Score -3909820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3909816.500000 Penalty: 5019.125000
	Iteration 32Q: 3 clusters Score -3909816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3909815.000000 Penalty: 5019.125000
	Iteration 33Q: 3 clusters Score -3909815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3909824.000000 Penalty: 5019.125000
	Iteration 34Q: 3 clusters Score -3909824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3909829.000000 Penalty: 5019.125000
	Iteration 35Q: 3 clusters Score -3909829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3909821.750000 Penalty: 5019.125000
	Iteration 36Q: 3 clusters Score -3909822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3909821.750000 Penalty: 5019.125000
	Iteration 37Q: 3 clusters Score -3909822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -3909825.000000 Penalty: 5019.125000
	Iteration 38Q: 3 clusters Score -3909825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3909822.250000 Penalty: 5019.125000
	Iteration 39Q: 3 clusters Score -3909822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3909825.250000 Penalty: 5019.125000
	Iteration 40F: 3 clusters Score -3909825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3909820.000000 Penalty: 5019.125000
	Iteration 41Q: 3 clusters Score -3909820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3909820.250000 Penalty: 5019.125000
	Iteration 42Q: 3 clusters Score -3909820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3909819.000000 Penalty: 5019.125000
	Iteration 43Q: 3 clusters Score -3909819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3909813.750000 Penalty: 5019.125000
	Iteration 44Q: 3 clusters Score -3909814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3909819.250000 Penalty: 5019.125000
	Iteration 45Q: 3 clusters Score -3909819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3909821.750000 Penalty: 5019.125000
	Iteration 46Q: 3 clusters Score -3909822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3909826.750000 Penalty: 5019.125000
	Iteration 47Q: 3 clusters Score -3909827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3909827.000000 Penalty: 5019.125000
	Iteration 48Q: 3 clusters Score -3909827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3909832.000000 Penalty: 5019.125000
	Iteration 49Q: 3 clusters Score -3909832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3909837.250000 Penalty: 5019.125000
	Iteration 50Q: 3 clusters Score -3909837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3909835.750000 Penalty: 5019.125000
	Iteration 51Q: 3 clusters Score -3909836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3909828.500000 Penalty: 5019.125000
	Iteration 52Q: 3 clusters Score -3909828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3909829.500000 Penalty: 5019.125000
	Iteration 53Q: 3 clusters Score -3909830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3909827.250000 Penalty: 5019.125000
	Iteration 54Q: 3 clusters Score -3909827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3909831.750000 Penalty: 5019.125000
	Iteration 55Q: 3 clusters Score -3909832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3909846.750000 Penalty: 5019.125000
	Iteration 56Q: 3 clusters Score -3909847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3909841.750000 Penalty: 5019.125000
	Iteration 57Q: 3 clusters Score -3909842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3909848.000000 Penalty: 5019.125000
	Iteration 58Q: 3 clusters Score -3909848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3909846.250000 Penalty: 5019.125000
	Iteration 59Q: 3 clusters Score -3909846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3909841.250000 Penalty: 5019.125000
	Iteration 60F: 3 clusters Score -3909841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3909846.750000 Penalty: 5019.125000
	Iteration 61Q: 3 clusters Score -3909847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3909851.250000 Penalty: 5019.125000
	Iteration 62Q: 3 clusters Score -3909851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3909843.750000 Penalty: 5019.125000
	Iteration 63Q: 3 clusters Score -3909844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3909845.250000 Penalty: 5019.125000
	Iteration 64Q: 3 clusters Score -3909845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3909843.750000 Penalty: 5019.125000
	Iteration 65Q: 3 clusters Score -3909844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3909853.750000 Penalty: 5019.125000
	Iteration 66Q: 3 clusters Score -3909854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3909853.000000 Penalty: 5019.125000
	Iteration 67Q: 3 clusters Score -3909853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3909850.250000 Penalty: 5019.125000
	Iteration 68Q: 3 clusters Score -3909850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3909855.500000 Penalty: 5019.125000
	Iteration 69Q: 3 clusters Score -3909856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3909858.750000 Penalty: 5019.125000
	Iteration 70Q: 3 clusters Score -3909859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3909857.500000 Penalty: 5019.125000
	Iteration 71Q: 3 clusters Score -3909858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3909861.750000 Penalty: 5019.125000
	Iteration 72Q: 3 clusters Score -3909862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3909855.750000 Penalty: 5019.125000
	Iteration 73Q: 3 clusters Score -3909856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3909866.500000 Penalty: 5019.125000
	Iteration 74Q: 3 clusters Score -3909866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3909867.500000 Penalty: 5019.125000
	Iteration 75Q: 3 clusters Score -3909868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3909863.250000 Penalty: 5019.125000
	Iteration 76Q: 3 clusters Score -3909863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3909863.000000 Penalty: 5019.125000
	Iteration 77Q: 3 clusters Score -3909863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3909865.250000 Penalty: 5019.125000
	Iteration 78Q: 3 clusters Score -3909865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3909859.250000 Penalty: 5019.125000
	Iteration 79Q: 3 clusters Score -3909859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3909858.750000 Penalty: 5019.125000
	Iteration 80F: 3 clusters Score -3909859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3909855.500000 Penalty: 5019.125000
	Iteration 81Q: 3 clusters Score -3909856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3909859.250000 Penalty: 5019.125000
	Iteration 82Q: 3 clusters Score -3909859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3909866.000000 Penalty: 5019.125000
	Iteration 83Q: 3 clusters Score -3909866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3909866.250000 Penalty: 5019.125000
	Iteration 84Q: 3 clusters Score -3909866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3909870.000000 Penalty: 5019.125000
	Iteration 85Q: 3 clusters Score -3909870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3909871.250000 Penalty: 5019.125000
	Iteration 86Q: 3 clusters Score -3909871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3909874.250000 Penalty: 5019.125000
	Iteration 87Q: 3 clusters Score -3909874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3909865.000000 Penalty: 5019.125000
	Iteration 88Q: 3 clusters Score -3909865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3909860.500000 Penalty: 5019.125000
	Iteration 89Q: 3 clusters Score -3909860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3909858.000000 Penalty: 5019.125000
	Iteration 90Q: 3 clusters Score -3909858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3909862.750000 Penalty: 5019.125000
	Iteration 91Q: 3 clusters Score -3909863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3909860.500000 Penalty: 5019.125000
	Iteration 92Q: 3 clusters Score -3909860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3909859.500000 Penalty: 5019.125000
	Iteration 93Q: 3 clusters Score -3909860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3909860.000000 Penalty: 5019.125000
	Iteration 94Q: 3 clusters Score -3909860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3909862.500000 Penalty: 5019.125000
	Iteration 95Q: 3 clusters Score -3909862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -3909861.500000 Penalty: 5019.125000
	Iteration 96Q: 3 clusters Score -3909862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3909857.500000 Penalty: 5019.125000
	Iteration 97Q: 3 clusters Score -3909858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3909862.750000 Penalty: 5019.125000
	Iteration 98Q: 3 clusters Score -3909863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3909864.000000 Penalty: 5019.125000
	Iteration 99Q: 3 clusters Score -3909864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3909864.500000 Penalty: 5019.125000
	Iteration 100F: 3 clusters Score -3909864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3909864.500000 Penalty: 5019.125000
	Iteration 101Q: 3 clusters Score -3909864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3909868.750000 Penalty: 5019.125000
	Iteration 102Q: 3 clusters Score -3909869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3909868.250000 Penalty: 5019.125000
	Iteration 103Q: 3 clusters Score -3909868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3909867.750000 Penalty: 5019.125000
	Iteration 104Q: 3 clusters Score -3909868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3909865.500000 Penalty: 5019.125000
	Iteration 105Q: 3 clusters Score -3909866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3909862.750000 Penalty: 5019.125000
	Iteration 106Q: 3 clusters Score -3909863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3909867.500000 Penalty: 5019.125000
	Iteration 107Q: 3 clusters Score -3909868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3909867.000000 Penalty: 5019.125000
	Iteration 108Q: 3 clusters Score -3909867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3909865.500000 Penalty: 5019.125000
	Iteration 109Q: 3 clusters Score -3909866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3909867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3909866.750000 Penalty: 5019.125000
	Iteration 111F: 3 clusters Score -3909867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Entering Unmasked Estep 
Score: -151824432.000000 Penalty: 164450.046875
Splitting cluster 26 changes total score from -151799232.000000 to -151824432.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 27 (13886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Entering Unmasked Estep 
Score: -1973699.500000 Penalty: 2365.581787
	Iteration 0F: 2 clusters Score -1973700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1963624.875000 Penalty: 4731.163574
	Iteration 0F: 3 clusters Score -1963625 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1967221.000000 Penalty: 4731.163574
	Iteration 1F: 3 clusters Score -1967221 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1968530.500000 Penalty: 4731.163574
	Iteration 2F: 3 clusters Score -1968530 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1969864.875000 Penalty: 4731.163574
	Iteration 3F: 3 clusters Score -1969865 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1970779.000000 Penalty: 4731.163574
	Iteration 4F: 3 clusters Score -1970779 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1971268.875000 Penalty: 4731.163574
	Iteration 5F: 3 clusters Score -1971269 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1971599.125000 Penalty: 4731.163574
	Iteration 6Q: 3 clusters Score -1971599 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1971822.750000 Penalty: 4731.163574
	Iteration 7Q: 3 clusters Score -1971823 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1972003.500000 Penalty: 4731.163574
	Iteration 8Q: 3 clusters Score -1972004 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1972156.875000 Penalty: 4731.163574
	Iteration 9Q: 3 clusters Score -1972157 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1972339.000000 Penalty: 4731.163574
	Iteration 10Q: 3 clusters Score -1972339 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1972519.250000 Penalty: 4731.163574
	Iteration 11Q: 3 clusters Score -1972519 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1972666.750000 Penalty: 4731.163574
	Iteration 12Q: 3 clusters Score -1972667 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1972808.375000 Penalty: 4731.163574
	Iteration 13Q: 3 clusters Score -1972808 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1972942.250000 Penalty: 4731.163574
	Iteration 14Q: 3 clusters Score -1972942 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1973079.500000 Penalty: 4731.163574
	Iteration 15Q: 3 clusters Score -1973080 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1973194.375000 Penalty: 4731.163574
	Iteration 16Q: 3 clusters Score -1973194 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1973278.125000 Penalty: 4731.163574
	Iteration 17Q: 3 clusters Score -1973278 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1973330.250000 Penalty: 4731.163574
	Iteration 18Q: 3 clusters Score -1973330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1973374.625000 Penalty: 4731.163574
	Iteration 19Q: 3 clusters Score -1973375 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1973400.750000 Penalty: 4731.163574
	Iteration 20F: 3 clusters Score -1973401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1973424.375000 Penalty: 4731.163574
	Iteration 21Q: 3 clusters Score -1973424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1973436.125000 Penalty: 4731.163574
	Iteration 22Q: 3 clusters Score -1973436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1973444.375000 Penalty: 4731.163574
	Iteration 23Q: 3 clusters Score -1973444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1973454.250000 Penalty: 4731.163574
	Iteration 24Q: 3 clusters Score -1973454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1973462.250000 Penalty: 4731.163574
	Iteration 25Q: 3 clusters Score -1973462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1973472.375000 Penalty: 4731.163574
	Iteration 26Q: 3 clusters Score -1973472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1973486.500000 Penalty: 4731.163574
	Iteration 27Q: 3 clusters Score -1973486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1973499.875000 Penalty: 4731.163574
	Iteration 28Q: 3 clusters Score -1973500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1973519.125000 Penalty: 4731.163574
	Iteration 29Q: 3 clusters Score -1973519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1973538.000000 Penalty: 4731.163574
	Iteration 30Q: 3 clusters Score -1973538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1973559.250000 Penalty: 4731.163574
	Iteration 31Q: 3 clusters Score -1973559 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1973584.500000 Penalty: 4731.163574
	Iteration 32Q: 3 clusters Score -1973584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1973610.125000 Penalty: 4731.163574
	Iteration 33Q: 3 clusters Score -1973610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1973618.375000 Penalty: 4731.163574
	Iteration 34Q: 3 clusters Score -1973618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1973631.750000 Penalty: 4731.163574
	Iteration 35Q: 3 clusters Score -1973632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1973640.625000 Penalty: 4731.163574
	Iteration 36Q: 3 clusters Score -1973641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1973650.250000 Penalty: 4731.163574
	Iteration 37Q: 3 clusters Score -1973650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1973665.250000 Penalty: 4731.163574
	Iteration 38Q: 3 clusters Score -1973665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1973671.375000 Penalty: 4731.163574
	Iteration 39Q: 3 clusters Score -1973671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1973682.000000 Penalty: 4731.163574
	Iteration 40F: 3 clusters Score -1973682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1973692.125000 Penalty: 4731.163574
	Iteration 41Q: 3 clusters Score -1973692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1973699.250000 Penalty: 4731.163574
	Iteration 42Q: 3 clusters Score -1973699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1973712.250000 Penalty: 4731.163574
	Iteration 43Q: 3 clusters Score -1973712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1973712.125000 Penalty: 4731.163574
	Iteration 44Q: 3 clusters Score -1973712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1973712.750000 Penalty: 4731.163574
	Iteration 45Q: 3 clusters Score -1973713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1973717.500000 Penalty: 4731.163574
	Iteration 46Q: 3 clusters Score -1973718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1973729.125000 Penalty: 4731.163574
	Iteration 47Q: 3 clusters Score -1973729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1973734.000000 Penalty: 4731.163574
	Iteration 48Q: 3 clusters Score -1973734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1973733.000000 Penalty: 4731.163574
	Iteration 49Q: 3 clusters Score -1973733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1973738.625000 Penalty: 4731.163574
	Iteration 50Q: 3 clusters Score -1973739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1973739.375000 Penalty: 4731.163574
	Iteration 51Q: 3 clusters Score -1973739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1973748.250000 Penalty: 4731.163574
	Iteration 52Q: 3 clusters Score -1973748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1973757.500000 Penalty: 4731.163574
	Iteration 53Q: 3 clusters Score -1973758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1973769.875000 Penalty: 4731.163574
	Iteration 54Q: 3 clusters Score -1973770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1973787.375000 Penalty: 4731.163574
	Iteration 55Q: 3 clusters Score -1973787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1973803.875000 Penalty: 4731.163574
	Iteration 56Q: 3 clusters Score -1973804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1973835.000000 Penalty: 4731.163574
	Iteration 57Q: 3 clusters Score -1973835 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1973863.875000 Penalty: 4731.163574
	Iteration 58Q: 3 clusters Score -1973864 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1973907.625000 Penalty: 4731.163574
	Iteration 59Q: 3 clusters Score -1973908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1973953.875000 Penalty: 4731.163574
	Iteration 60F: 3 clusters Score -1973954 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1974030.750000 Penalty: 4731.163574
	Iteration 61Q: 3 clusters Score -1974031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1974099.000000 Penalty: 4731.163574
	Iteration 62Q: 3 clusters Score -1974099 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1974178.500000 Penalty: 4731.163574
	Iteration 63Q: 3 clusters Score -1974178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1974236.000000 Penalty: 4731.163574
	Iteration 64Q: 3 clusters Score -1974236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1974290.875000 Penalty: 4731.163574
	Iteration 65Q: 3 clusters Score -1974291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1974338.625000 Penalty: 4731.163574
	Iteration 66Q: 3 clusters Score -1974339 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1974388.500000 Penalty: 4731.163574
	Iteration 67Q: 3 clusters Score -1974388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1974426.125000 Penalty: 4731.163574
	Iteration 68Q: 3 clusters Score -1974426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1974464.875000 Penalty: 4731.163574
	Iteration 69Q: 3 clusters Score -1974465 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1974526.375000 Penalty: 4731.163574
	Iteration 70Q: 3 clusters Score -1974526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1974568.000000 Penalty: 4731.163574
	Iteration 71Q: 3 clusters Score -1974568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1974606.500000 Penalty: 4731.163574
	Iteration 72Q: 3 clusters Score -1974606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1974636.875000 Penalty: 4731.163574
	Iteration 73Q: 3 clusters Score -1974637 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1974663.875000 Penalty: 4731.163574
	Iteration 74Q: 3 clusters Score -1974664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1974673.250000 Penalty: 4731.163574
	Iteration 75Q: 3 clusters Score -1974673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1974679.000000 Penalty: 4731.163574
	Iteration 76Q: 3 clusters Score -1974679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1974682.625000 Penalty: 4731.163574
	Iteration 77Q: 3 clusters Score -1974683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1974690.375000 Penalty: 4731.163574
	Iteration 78Q: 3 clusters Score -1974690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1974686.000000 Penalty: 4731.163574
	Iteration 79Q: 3 clusters Score -1974686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1974687.500000 Penalty: 4731.163574
	Iteration 80F: 3 clusters Score -1974688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1974687.625000 Penalty: 4731.163574
	Iteration 81Q: 3 clusters Score -1974688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1974689.750000 Penalty: 4731.163574
	Iteration 82Q: 3 clusters Score -1974690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1974690.500000 Penalty: 4731.163574
	Iteration 83Q: 3 clusters Score -1974690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1974686.625000 Penalty: 4731.163574
	Iteration 84Q: 3 clusters Score -1974687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1974692.500000 Penalty: 4731.163574
	Iteration 85Q: 3 clusters Score -1974692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1974696.000000 Penalty: 4731.163574
	Iteration 86Q: 3 clusters Score -1974696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1974696.000000 Penalty: 4731.163574
	Iteration 87Q: 3 clusters Score -1974696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1974695.875000 Penalty: 4731.163574
	Iteration 88Q: 3 clusters Score -1974696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1974693.750000 Penalty: 4731.163574
	Iteration 89Q: 3 clusters Score -1974694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1974700.125000 Penalty: 4731.163574
	Iteration 90Q: 3 clusters Score -1974700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1974703.000000 Penalty: 4731.163574
	Iteration 91Q: 3 clusters Score -1974703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1974705.375000 Penalty: 4731.163574
	Iteration 92Q: 3 clusters Score -1974705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1974705.375000 Penalty: 4731.163574
	Iteration 93Q: 3 clusters Score -1974705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1974708.750000 Penalty: 4731.163574
	Iteration 94Q: 3 clusters Score -1974709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1974712.500000 Penalty: 4731.163574
	Iteration 95Q: 3 clusters Score -1974712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1974714.750000 Penalty: 4731.163574
	Iteration 96Q: 3 clusters Score -1974715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1974712.875000 Penalty: 4731.163574
	Iteration 97Q: 3 clusters Score -1974713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1974714.125000 Penalty: 4731.163574
	Iteration 98Q: 3 clusters Score -1974714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1974717.375000 Penalty: 4731.163574
	Iteration 99Q: 3 clusters Score -1974717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1974716.750000 Penalty: 4731.163574
	Iteration 100F: 3 clusters Score -1974717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 43273 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Entering Unmasked Estep 
Score: -151824432.000000 Penalty: 167876.093750
Splitting cluster 27 changes total score from -151799232.000000 to -151824432.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (90401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Entering Unmasked Estep 
Score: -14325699.000000 Penalty: 2830.178467
	Iteration 0F: 2 clusters Score -1.43257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -14270505.000000 Penalty: 5660.356934
	Iteration 0F: 3 clusters Score -1.42705e+07 nChanged 42631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -14294880.000000 Penalty: 5660.356934
	Iteration 1F: 3 clusters Score -1.429488e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -14295956.000000 Penalty: 5660.356934
	Iteration 2Q: 3 clusters Score -1.429596e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -14297298.000000 Penalty: 5660.356934
	Iteration 3Q: 3 clusters Score -1.42973e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -14299142.000000 Penalty: 5660.356934
	Iteration 4F: 3 clusters Score -1.429914e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -14301525.000000 Penalty: 5660.356934
	Iteration 5F: 3 clusters Score -1.430152e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -14304535.000000 Penalty: 5660.356934
	Iteration 6F: 3 clusters Score -1.430454e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -14307886.000000 Penalty: 5660.356934
	Iteration 7F: 3 clusters Score -1.430789e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -14311491.000000 Penalty: 5660.356934
	Iteration 8F: 3 clusters Score -1.431149e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -14315005.000000 Penalty: 5660.356934
	Iteration 9F: 3 clusters Score -1.4315e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -14317739.000000 Penalty: 5660.356934
	Iteration 10Q: 3 clusters Score -1.431774e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -14319871.000000 Penalty: 5660.356934
	Iteration 11Q: 3 clusters Score -1.431987e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -14321331.000000 Penalty: 5660.356934
	Iteration 12Q: 3 clusters Score -1.432133e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -14322223.000000 Penalty: 5660.356934
	Iteration 13Q: 3 clusters Score -1.432222e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14322632.000000 Penalty: 5660.356934
	Iteration 14Q: 3 clusters Score -1.432263e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14322892.000000 Penalty: 5660.356934
	Iteration 15Q: 3 clusters Score -1.432289e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14323034.000000 Penalty: 5660.356934
	Iteration 16Q: 3 clusters Score -1.432303e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14323119.000000 Penalty: 5660.356934
	Iteration 17Q: 3 clusters Score -1.432312e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14323189.000000 Penalty: 5660.356934
	Iteration 18Q: 3 clusters Score -1.432319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14323209.000000 Penalty: 5660.356934
	Iteration 19Q: 3 clusters Score -1.432321e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -14323248.000000 Penalty: 5660.356934
	Iteration 20F: 3 clusters Score -1.432325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14323265.000000 Penalty: 5660.356934
	Iteration 21Q: 3 clusters Score -1.432326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14323295.000000 Penalty: 5660.356934
	Iteration 22Q: 3 clusters Score -1.43233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14323305.000000 Penalty: 5660.356934
	Iteration 23Q: 3 clusters Score -1.43233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14323316.000000 Penalty: 5660.356934
	Iteration 24Q: 3 clusters Score -1.432332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14323319.000000 Penalty: 5660.356934
	Iteration 25Q: 3 clusters Score -1.432332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14323320.000000 Penalty: 5660.356934
	Iteration 26Q: 3 clusters Score -1.432332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14323333.000000 Penalty: 5660.356934
	Iteration 27Q: 3 clusters Score -1.432333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14323336.000000 Penalty: 5660.356934
	Iteration 28Q: 3 clusters Score -1.432334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14323336.000000 Penalty: 5660.356934
	Iteration 29Q: 3 clusters Score -1.432334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14323344.000000 Penalty: 5660.356934
	Iteration 30Q: 3 clusters Score -1.432334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14323344.000000 Penalty: 5660.356934
	Iteration 31F: 3 clusters Score -1.432334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Entering Unmasked Estep 
Score: -6427443.000000 Penalty: 2647.470459
	Iteration 0F: 2 clusters Score -6427443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6398200.500000 Penalty: 5294.940918
	Iteration 0F: 3 clusters Score -6398200 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -6409668.000000 Penalty: 5294.940918
	Iteration 1F: 3 clusters Score -6409668 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6411027.500000 Penalty: 5294.940918
	Iteration 2F: 3 clusters Score -6411028 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -6412888.500000 Penalty: 5294.940918
	Iteration 3F: 3 clusters Score -6412888 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -6415356.000000 Penalty: 5294.940918
	Iteration 4F: 3 clusters Score -6415356 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -6418344.500000 Penalty: 5294.940918
	Iteration 5F: 3 clusters Score -6418344 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -6420710.000000 Penalty: 5294.940918
	Iteration 6F: 3 clusters Score -6420710 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -6422389.500000 Penalty: 5294.940918
	Iteration 7F: 3 clusters Score -6422390 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -6423438.000000 Penalty: 5294.940918
	Iteration 8Q: 3 clusters Score -6423438 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -6424122.500000 Penalty: 5294.940918
	Iteration 9Q: 3 clusters Score -6424122 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -6424578.000000 Penalty: 5294.940918
	Iteration 10Q: 3 clusters Score -6424578 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -6424831.500000 Penalty: 5294.940918
	Iteration 11Q: 3 clusters Score -6424832 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -6425044.000000 Penalty: 5294.940918
	Iteration 12Q: 3 clusters Score -6425044 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -6425254.500000 Penalty: 5294.940918
	Iteration 13Q: 3 clusters Score -6425254 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6425446.500000 Penalty: 5294.940918
	Iteration 14Q: 3 clusters Score -6425446 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -6425650.000000 Penalty: 5294.940918
	Iteration 15Q: 3 clusters Score -6425650 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -6425864.000000 Penalty: 5294.940918
	Iteration 16Q: 3 clusters Score -6425864 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -6426079.500000 Penalty: 5294.940918
	Iteration 17Q: 3 clusters Score -6426080 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6426283.000000 Penalty: 5294.940918
	Iteration 18Q: 3 clusters Score -6426283 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -6426420.000000 Penalty: 5294.940918
	Iteration 19Q: 3 clusters Score -6426420 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -6426530.500000 Penalty: 5294.940918
	Iteration 20F: 3 clusters Score -6426530 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -6426595.000000 Penalty: 5294.940918
	Iteration 21Q: 3 clusters Score -6426595 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6426654.000000 Penalty: 5294.940918
	Iteration 22Q: 3 clusters Score -6426654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -6426687.000000 Penalty: 5294.940918
	Iteration 23Q: 3 clusters Score -6426687 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -6426742.000000 Penalty: 5294.940918
	Iteration 24Q: 3 clusters Score -6426742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -6426764.000000 Penalty: 5294.940918
	Iteration 25Q: 3 clusters Score -6426764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -6426789.500000 Penalty: 5294.940918
	Iteration 26Q: 3 clusters Score -6426790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6426828.000000 Penalty: 5294.940918
	Iteration 27Q: 3 clusters Score -6426828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -6426838.500000 Penalty: 5294.940918
	Iteration 28Q: 3 clusters Score -6426838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6426842.000000 Penalty: 5294.940918
	Iteration 29Q: 3 clusters Score -6426842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -6426861.500000 Penalty: 5294.940918
	Iteration 30Q: 3 clusters Score -6426862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -6426867.500000 Penalty: 5294.940918
	Iteration 31Q: 3 clusters Score -6426868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6426888.500000 Penalty: 5294.940918
	Iteration 32Q: 3 clusters Score -6426888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6426909.000000 Penalty: 5294.940918
	Iteration 33Q: 3 clusters Score -6426909 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -6426938.500000 Penalty: 5294.940918
	Iteration 34Q: 3 clusters Score -6426938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -6426954.500000 Penalty: 5294.940918
	Iteration 35Q: 3 clusters Score -6426954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -6426976.500000 Penalty: 5294.940918
	Iteration 36Q: 3 clusters Score -6426976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6426991.500000 Penalty: 5294.940918
	Iteration 37Q: 3 clusters Score -6426992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6427009.000000 Penalty: 5294.940918
	Iteration 38Q: 3 clusters Score -6427009 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -6427036.000000 Penalty: 5294.940918
	Iteration 39Q: 3 clusters Score -6427036 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6427076.000000 Penalty: 5294.940918
	Iteration 40F: 3 clusters Score -6427076 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -6427074.500000 Penalty: 5294.940918
	Iteration 41Q: 3 clusters Score -6427074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6427121.000000 Penalty: 5294.940918
	Iteration 42Q: 3 clusters Score -6427121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6427139.500000 Penalty: 5294.940918
	Iteration 43Q: 3 clusters Score -6427140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6427171.500000 Penalty: 5294.940918
	Iteration 44Q: 3 clusters Score -6427172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -6427209.500000 Penalty: 5294.940918
	Iteration 45Q: 3 clusters Score -6427210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -6427246.000000 Penalty: 5294.940918
	Iteration 46Q: 3 clusters Score -6427246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -6427277.500000 Penalty: 5294.940918
	Iteration 47Q: 3 clusters Score -6427278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6427319.000000 Penalty: 5294.940918
	Iteration 48Q: 3 clusters Score -6427319 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -6427363.500000 Penalty: 5294.940918
	Iteration 49Q: 3 clusters Score -6427364 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -6427388.000000 Penalty: 5294.940918
	Iteration 50Q: 3 clusters Score -6427388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6427400.000000 Penalty: 5294.940918
	Iteration 51Q: 3 clusters Score -6427400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6427427.500000 Penalty: 5294.940918
	Iteration 52Q: 3 clusters Score -6427428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -6427452.000000 Penalty: 5294.940918
	Iteration 53Q: 3 clusters Score -6427452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6427444.000000 Penalty: 5294.940918
	Iteration 54Q: 3 clusters Score -6427444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -6427458.500000 Penalty: 5294.940918
	Iteration 55Q: 3 clusters Score -6427458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6427467.000000 Penalty: 5294.940918
	Iteration 56Q: 3 clusters Score -6427467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6427475.000000 Penalty: 5294.940918
	Iteration 57Q: 3 clusters Score -6427475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6427480.500000 Penalty: 5294.940918
	Iteration 58Q: 3 clusters Score -6427480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -6427497.500000 Penalty: 5294.940918
	Iteration 59Q: 3 clusters Score -6427498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6427482.000000 Penalty: 5294.940918
	Iteration 60F: 3 clusters Score -6427482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6427489.000000 Penalty: 5294.940918
	Iteration 61Q: 3 clusters Score -6427489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -6427491.000000 Penalty: 5294.940918
	Iteration 62Q: 3 clusters Score -6427491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -6427490.500000 Penalty: 5294.940918
	Iteration 63Q: 3 clusters Score -6427490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -6427484.000000 Penalty: 5294.940918
	Iteration 64Q: 3 clusters Score -6427484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6427491.000000 Penalty: 5294.940918
	Iteration 65Q: 3 clusters Score -6427491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6427494.000000 Penalty: 5294.940918
	Iteration 66Q: 3 clusters Score -6427494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -6427492.500000 Penalty: 5294.940918
	Iteration 67Q: 3 clusters Score -6427492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -6427494.500000 Penalty: 5294.940918
	Iteration 68Q: 3 clusters Score -6427494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6427500.000000 Penalty: 5294.940918
	Iteration 69Q: 3 clusters Score -6427500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6427502.000000 Penalty: 5294.940918
	Iteration 70Q: 3 clusters Score -6427502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -6427501.000000 Penalty: 5294.940918
	Iteration 71Q: 3 clusters Score -6427501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -6427506.500000 Penalty: 5294.940918
	Iteration 72Q: 3 clusters Score -6427506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6427499.000000 Penalty: 5294.940918
	Iteration 73Q: 3 clusters Score -6427499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -6427505.500000 Penalty: 5294.940918
	Iteration 74Q: 3 clusters Score -6427506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6427503.500000 Penalty: 5294.940918
	Iteration 75Q: 3 clusters Score -6427504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -6427503.500000 Penalty: 5294.940918
	Iteration 76F: 3 clusters Score -6427504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 4509 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Entering Unmasked Estep 
Score: -151823936.000000 Penalty: 171302.140625
Splitting cluster 29 changes total score from -151799232.000000 to -151823936.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 30 (11840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Entering Unmasked Estep 
Score: -1835132.250000 Penalty: 2326.051270
	Iteration 0F: 2 clusters Score -1835132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1826383.375000 Penalty: 4652.102539
	Iteration 0F: 3 clusters Score -1826383 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1829023.500000 Penalty: 4652.102539
	Iteration 1F: 3 clusters Score -1829024 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1829439.750000 Penalty: 4652.102539
	Iteration 2F: 3 clusters Score -1829440 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1829831.250000 Penalty: 4652.102539
	Iteration 3F: 3 clusters Score -1829831 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1830237.625000 Penalty: 4652.102539
	Iteration 4F: 3 clusters Score -1830238 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1830775.750000 Penalty: 4652.102539
	Iteration 5F: 3 clusters Score -1830776 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1831495.250000 Penalty: 4652.102539
	Iteration 6F: 3 clusters Score -1831495 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1832276.750000 Penalty: 4652.102539
	Iteration 7F: 3 clusters Score -1832277 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1832860.375000 Penalty: 4652.102539
	Iteration 8F: 3 clusters Score -1832860 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1833215.250000 Penalty: 4652.102539
	Iteration 9F: 3 clusters Score -1833215 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1833400.250000 Penalty: 4652.102539
	Iteration 10Q: 3 clusters Score -1833400 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1833494.250000 Penalty: 4652.102539
	Iteration 11Q: 3 clusters Score -1833494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1833540.125000 Penalty: 4652.102539
	Iteration 12Q: 3 clusters Score -1833540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1833555.500000 Penalty: 4652.102539
	Iteration 13Q: 3 clusters Score -1833556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1833571.750000 Penalty: 4652.102539
	Iteration 14Q: 3 clusters Score -1833572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1833575.625000 Penalty: 4652.102539
	Iteration 15Q: 3 clusters Score -1833576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1833585.750000 Penalty: 4652.102539
	Iteration 16Q: 3 clusters Score -1833586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1833594.375000 Penalty: 4652.102539
	Iteration 17Q: 3 clusters Score -1833594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1833596.750000 Penalty: 4652.102539
	Iteration 18Q: 3 clusters Score -1833597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1833595.375000 Penalty: 4652.102539
	Iteration 19Q: 3 clusters Score -1833595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1833601.375000 Penalty: 4652.102539
	Iteration 20F: 3 clusters Score -1833601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1833607.000000 Penalty: 4652.102539
	Iteration 21Q: 3 clusters Score -1833607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1833608.500000 Penalty: 4652.102539
	Iteration 22Q: 3 clusters Score -1833608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1833604.750000 Penalty: 4652.102539
	Iteration 23Q: 3 clusters Score -1833605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1833602.625000 Penalty: 4652.102539
	Iteration 24Q: 3 clusters Score -1833603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1833602.375000 Penalty: 4652.102539
	Iteration 25Q: 3 clusters Score -1833602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1833602.250000 Penalty: 4652.102539
	Iteration 26Q: 3 clusters Score -1833602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1833602.875000 Penalty: 4652.102539
	Iteration 27Q: 3 clusters Score -1833603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1833605.375000 Penalty: 4652.102539
	Iteration 28Q: 3 clusters Score -1833605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1833604.250000 Penalty: 4652.102539
	Iteration 29Q: 3 clusters Score -1833604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1833606.625000 Penalty: 4652.102539
	Iteration 30Q: 3 clusters Score -1833607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1833606.625000 Penalty: 4652.102539
	Iteration 31F: 3 clusters Score -1833607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -707253.187500 Penalty: 2086.630127
	Iteration 0F: 2 clusters Score -707253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -703000.812500 Penalty: 4173.260254
	Iteration 0F: 3 clusters Score -703000.8 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -704035.250000 Penalty: 4173.260254
	Iteration 1F: 3 clusters Score -704035.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -704384.312500 Penalty: 4173.260254
	Iteration 2F: 3 clusters Score -704384.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -704762.062500 Penalty: 4173.260254
	Iteration 3F: 3 clusters Score -704762.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -705264.875000 Penalty: 4173.260254
	Iteration 4F: 3 clusters Score -705264.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -706032.562500 Penalty: 4173.260254
	Iteration 5F: 3 clusters Score -706032.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -707198.875000 Penalty: 4173.260254
	Iteration 6F: 3 clusters Score -707198.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -707741.625000 Penalty: 4173.260254
	Iteration 7F: 3 clusters Score -707741.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -707913.250000 Penalty: 4173.260254
	Iteration 8Q: 3 clusters Score -707913.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -707989.250000 Penalty: 4173.260254
	Iteration 9Q: 3 clusters Score -707989.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -708051.062500 Penalty: 4173.260254
	Iteration 10Q: 3 clusters Score -708051.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -708103.250000 Penalty: 4173.260254
	Iteration 11Q: 3 clusters Score -708103.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -708162.250000 Penalty: 4173.260254
	Iteration 12Q: 3 clusters Score -708162.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -708202.812500 Penalty: 4173.260254
	Iteration 13Q: 3 clusters Score -708202.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -708236.062500 Penalty: 4173.260254
	Iteration 14Q: 3 clusters Score -708236.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -708254.437500 Penalty: 4173.260254
	Iteration 15Q: 3 clusters Score -708254.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -708274.000000 Penalty: 4173.260254
	Iteration 16Q: 3 clusters Score -708274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -708291.875000 Penalty: 4173.260254
	Iteration 17Q: 3 clusters Score -708291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -708310.000000 Penalty: 4173.260254
	Iteration 18Q: 3 clusters Score -708310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -708318.937500 Penalty: 4173.260254
	Iteration 19Q: 3 clusters Score -708318.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -708335.312500 Penalty: 4173.260254
	Iteration 20F: 3 clusters Score -708335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -708350.687500 Penalty: 4173.260254
	Iteration 21Q: 3 clusters Score -708350.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -708362.250000 Penalty: 4173.260254
	Iteration 22Q: 3 clusters Score -708362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -708374.687500 Penalty: 4173.260254
	Iteration 23Q: 3 clusters Score -708374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -708381.875000 Penalty: 4173.260254
	Iteration 24Q: 3 clusters Score -708381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -708393.000000 Penalty: 4173.260254
	Iteration 25Q: 3 clusters Score -708393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -708398.125000 Penalty: 4173.260254
	Iteration 26Q: 3 clusters Score -708398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -708400.312500 Penalty: 4173.260254
	Iteration 27Q: 3 clusters Score -708400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -708403.812500 Penalty: 4173.260254
	Iteration 28Q: 3 clusters Score -708403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -708406.437500 Penalty: 4173.260254
	Iteration 29Q: 3 clusters Score -708406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -708407.125000 Penalty: 4173.260254
	Iteration 30Q: 3 clusters Score -708407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -708406.687500 Penalty: 4173.260254
	Iteration 31Q: 3 clusters Score -708406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -708406.687500 Penalty: 4173.260254
	Iteration 32F: 3 clusters Score -708406.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 12480 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Mstep: Class 51 contains 3497 members 
Entering Unmasked Estep 
Score: -151824032.000000 Penalty: 174728.187500
Splitting cluster 31 changes total score from -151799232.000000 to -151824032.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 32 (12480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Entering Unmasked Estep 
Score: -1870399.500000 Penalty: 2339.106934
	Iteration 0F: 2 clusters Score -1870400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1861254.250000 Penalty: 4678.213867
	Iteration 0F: 3 clusters Score -1861254 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1864182.375000 Penalty: 4678.213867
	Iteration 1F: 3 clusters Score -1864182 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1864638.500000 Penalty: 4678.213867
	Iteration 2F: 3 clusters Score -1864638 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1865023.875000 Penalty: 4678.213867
	Iteration 3F: 3 clusters Score -1865024 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1865384.500000 Penalty: 4678.213867
	Iteration 4F: 3 clusters Score -1865384 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1865772.375000 Penalty: 4678.213867
	Iteration 5F: 3 clusters Score -1865772 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1866196.750000 Penalty: 4678.213867
	Iteration 6Q: 3 clusters Score -1866197 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1866627.625000 Penalty: 4678.213867
	Iteration 7Q: 3 clusters Score -1866628 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1867061.250000 Penalty: 4678.213867
	Iteration 8Q: 3 clusters Score -1867061 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1867511.125000 Penalty: 4678.213867
	Iteration 9Q: 3 clusters Score -1867511 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1867866.500000 Penalty: 4678.213867
	Iteration 10Q: 3 clusters Score -1867866 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1868150.500000 Penalty: 4678.213867
	Iteration 11Q: 3 clusters Score -1868150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1868337.000000 Penalty: 4678.213867
	Iteration 12Q: 3 clusters Score -1868337 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1868496.125000 Penalty: 4678.213867
	Iteration 13Q: 3 clusters Score -1868496 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1868620.750000 Penalty: 4678.213867
	Iteration 14Q: 3 clusters Score -1868621 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1868754.750000 Penalty: 4678.213867
	Iteration 15Q: 3 clusters Score -1868755 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1868906.625000 Penalty: 4678.213867
	Iteration 16Q: 3 clusters Score -1868907 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1869039.875000 Penalty: 4678.213867
	Iteration 17Q: 3 clusters Score -1869040 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1869169.750000 Penalty: 4678.213867
	Iteration 18Q: 3 clusters Score -1869170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1869294.250000 Penalty: 4678.213867
	Iteration 19Q: 3 clusters Score -1869294 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1869410.250000 Penalty: 4678.213867
	Iteration 20F: 3 clusters Score -1869410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1869517.375000 Penalty: 4678.213867
	Iteration 21Q: 3 clusters Score -1869517 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1869615.250000 Penalty: 4678.213867
	Iteration 22Q: 3 clusters Score -1869615 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1869723.375000 Penalty: 4678.213867
	Iteration 23Q: 3 clusters Score -1869723 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1869813.000000 Penalty: 4678.213867
	Iteration 24Q: 3 clusters Score -1869813 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1869875.000000 Penalty: 4678.213867
	Iteration 25Q: 3 clusters Score -1869875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1869926.875000 Penalty: 4678.213867
	Iteration 26Q: 3 clusters Score -1869927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1869992.250000 Penalty: 4678.213867
	Iteration 27Q: 3 clusters Score -1869992 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1870066.500000 Penalty: 4678.213867
	Iteration 28Q: 3 clusters Score -1870066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1870135.375000 Penalty: 4678.213867
	Iteration 29Q: 3 clusters Score -1870135 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1870225.375000 Penalty: 4678.213867
	Iteration 30Q: 3 clusters Score -1870225 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1870355.000000 Penalty: 4678.213867
	Iteration 31Q: 3 clusters Score -1870355 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1870509.250000 Penalty: 4678.213867
	Iteration 32Q: 3 clusters Score -1870509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1870678.125000 Penalty: 4678.213867
	Iteration 33Q: 3 clusters Score -1870678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1870793.125000 Penalty: 4678.213867
	Iteration 34Q: 3 clusters Score -1870793 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1870849.500000 Penalty: 4678.213867
	Iteration 35Q: 3 clusters Score -1870850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1870875.750000 Penalty: 4678.213867
	Iteration 36Q: 3 clusters Score -1870876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1870888.875000 Penalty: 4678.213867
	Iteration 37Q: 3 clusters Score -1870889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1870909.500000 Penalty: 4678.213867
	Iteration 38Q: 3 clusters Score -1870910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1870913.000000 Penalty: 4678.213867
	Iteration 39Q: 3 clusters Score -1870913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1870919.875000 Penalty: 4678.213867
	Iteration 40F: 3 clusters Score -1870920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1870925.875000 Penalty: 4678.213867
	Iteration 41Q: 3 clusters Score -1870926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1870931.000000 Penalty: 4678.213867
	Iteration 42Q: 3 clusters Score -1870931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1870940.375000 Penalty: 4678.213867
	Iteration 43Q: 3 clusters Score -1870940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1870944.000000 Penalty: 4678.213867
	Iteration 44Q: 3 clusters Score -1870944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1870943.000000 Penalty: 4678.213867
	Iteration 45Q: 3 clusters Score -1870943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1870943.875000 Penalty: 4678.213867
	Iteration 46Q: 3 clusters Score -1870944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1870953.375000 Penalty: 4678.213867
	Iteration 47Q: 3 clusters Score -1870953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1870954.625000 Penalty: 4678.213867
	Iteration 48Q: 3 clusters Score -1870955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1870963.750000 Penalty: 4678.213867
	Iteration 49Q: 3 clusters Score -1870964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1870967.875000 Penalty: 4678.213867
	Iteration 50Q: 3 clusters Score -1870968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1870974.500000 Penalty: 4678.213867
	Iteration 51Q: 3 clusters Score -1870974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1870979.625000 Penalty: 4678.213867
	Iteration 52Q: 3 clusters Score -1870980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1870984.125000 Penalty: 4678.213867
	Iteration 53Q: 3 clusters Score -1870984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1870995.500000 Penalty: 4678.213867
	Iteration 54Q: 3 clusters Score -1870996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1870991.000000 Penalty: 4678.213867
	Iteration 55Q: 3 clusters Score -1870991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1870992.500000 Penalty: 4678.213867
	Iteration 56Q: 3 clusters Score -1870992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1870992.500000 Penalty: 4678.213867
	Iteration 57Q: 3 clusters Score -1870992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1870994.125000 Penalty: 4678.213867
	Iteration 58Q: 3 clusters Score -1870994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1870998.625000 Penalty: 4678.213867
	Iteration 59Q: 3 clusters Score -1870999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1870998.625000 Penalty: 4678.213867
	Iteration 60F: 3 clusters Score -1870999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1871001.000000 Penalty: 4678.213867
	Iteration 61Q: 3 clusters Score -1871001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1871004.750000 Penalty: 4678.213867
	Iteration 62Q: 3 clusters Score -1871005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1871004.750000 Penalty: 4678.213867
	Iteration 63Q: 3 clusters Score -1871005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1871005.125000 Penalty: 4678.213867
	Iteration 64Q: 3 clusters Score -1871005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1871005.625000 Penalty: 4678.213867
	Iteration 65Q: 3 clusters Score -1871006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1871007.500000 Penalty: 4678.213867
	Iteration 66Q: 3 clusters Score -1871008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1871005.375000 Penalty: 4678.213867
	Iteration 67Q: 3 clusters Score -1871005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1871006.875000 Penalty: 4678.213867
	Iteration 68Q: 3 clusters Score -1871007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1871007.250000 Penalty: 4678.213867
	Iteration 69Q: 3 clusters Score -1871007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1871009.625000 Penalty: 4678.213867
	Iteration 70Q: 3 clusters Score -1871010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1871009.625000 Penalty: 4678.213867
	Iteration 71Q: 3 clusters Score -1871010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1871009.625000 Penalty: 4678.213867
	Iteration 72F: 3 clusters Score -1871010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 7077 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Mstep: Class 51 contains 3497 members 
Mstep: Class 52 contains 3852 members 
Entering Unmasked Estep 
Score: -151823712.000000 Penalty: 178154.218750
Splitting cluster 32 changes total score from -151799232.000000 to -151823712.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 33 (7077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Entering Unmasked Estep 
Score: -1096230.625000 Penalty: 2198.422119
	Iteration 0F: 2 clusters Score -1096231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1090460.000000 Penalty: 4396.844238
	Iteration 0F: 3 clusters Score -1090460 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1092066.250000 Penalty: 4396.844238
	Iteration 1F: 3 clusters Score -1092066 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1092774.250000 Penalty: 4396.844238
	Iteration 2F: 3 clusters Score -1092774 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1093829.750000 Penalty: 4396.844238
	Iteration 3F: 3 clusters Score -1093830 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1095550.375000 Penalty: 4396.844238
	Iteration 4F: 3 clusters Score -1095550 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1097208.500000 Penalty: 4396.844238
	Iteration 5F: 3 clusters Score -1097208 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1098034.875000 Penalty: 4396.844238
	Iteration 6F: 3 clusters Score -1098035 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1098591.250000 Penalty: 4396.844238
	Iteration 7Q: 3 clusters Score -1098591 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1099347.875000 Penalty: 4396.844238
	Iteration 8Q: 3 clusters Score -1099348 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1101190.250000 Penalty: 4396.844238
	Iteration 9F: 3 clusters Score -1101190 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1103252.000000 Penalty: 4396.844238
	Iteration 10Q: 3 clusters Score -1103252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1103569.625000 Penalty: 4396.844238
	Iteration 11Q: 3 clusters Score -1103570 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1103817.000000 Penalty: 4396.844238
	Iteration 12Q: 3 clusters Score -1103817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1104015.000000 Penalty: 4396.844238
	Iteration 13Q: 3 clusters Score -1104015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1104211.875000 Penalty: 4396.844238
	Iteration 14Q: 3 clusters Score -1104212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1104401.125000 Penalty: 4396.844238
	Iteration 15Q: 3 clusters Score -1104401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1104598.000000 Penalty: 4396.844238
	Iteration 16Q: 3 clusters Score -1104598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1104864.250000 Penalty: 4396.844238
	Iteration 17Q: 3 clusters Score -1104864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1105233.750000 Penalty: 4396.844238
	Iteration 18Q: 3 clusters Score -1105234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1105354.500000 Penalty: 4396.844238
	Iteration 19Q: 3 clusters Score -1105354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1105358.375000 Penalty: 4396.844238
	Iteration 20F: 3 clusters Score -1105358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1105359.750000 Penalty: 4396.844238
	Iteration 21Q: 3 clusters Score -1105360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1105359.750000 Penalty: 4396.844238
	Iteration 22F: 3 clusters Score -1105360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 19815 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Mstep: Class 51 contains 3497 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 4500 members 
Entering Unmasked Estep 
Score: -151833248.000000 Penalty: 181580.265625
Splitting cluster 33 changes total score from -151799232.000000 to -151833248.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 34 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -1506535.250000 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -1506535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1499177.750000 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -1499178 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1501305.875000 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -1501306 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1501611.250000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -1501611 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1501823.250000 Penalty: 4539.639648
	Iteration 3F: 3 clusters Score -1501823 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1501970.625000 Penalty: 4539.639648
	Iteration 4Q: 3 clusters Score -1501971 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1502127.750000 Penalty: 4539.639648
	Iteration 5Q: 3 clusters Score -1502128 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1502290.625000 Penalty: 4539.639648
	Iteration 6Q: 3 clusters Score -1502291 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1502471.375000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -1502471 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1502664.250000 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -1502664 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1502900.625000 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -1502901 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1503139.625000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -1503140 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1503370.375000 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -1503370 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1503577.500000 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -1503578 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1503772.750000 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -1503773 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1503943.250000 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -1503943 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1504087.750000 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -1504088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1504200.625000 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -1504201 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1504285.000000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -1504285 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1504332.250000 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -1504332 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1504393.125000 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -1504393 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1504438.500000 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -1504438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1504475.375000 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -1504475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1504510.500000 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -1504510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1504556.750000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -1504557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1504615.125000 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -1504615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1504661.625000 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -1504662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1504706.875000 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -1504707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1504729.750000 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -1504730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1504746.500000 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -1504746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1504758.375000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -1504758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1504768.750000 Penalty: 4539.639648
	Iteration 30Q: 3 clusters Score -1504769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1504777.750000 Penalty: 4539.639648
	Iteration 31Q: 3 clusters Score -1504778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1504785.625000 Penalty: 4539.639648
	Iteration 32Q: 3 clusters Score -1504786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1504792.125000 Penalty: 4539.639648
	Iteration 33Q: 3 clusters Score -1504792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1504799.250000 Penalty: 4539.639648
	Iteration 34Q: 3 clusters Score -1504799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1504805.750000 Penalty: 4539.639648
	Iteration 35Q: 3 clusters Score -1504806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1504811.250000 Penalty: 4539.639648
	Iteration 36Q: 3 clusters Score -1504811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1504813.625000 Penalty: 4539.639648
	Iteration 37Q: 3 clusters Score -1504814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1504815.250000 Penalty: 4539.639648
	Iteration 38Q: 3 clusters Score -1504815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1504815.500000 Penalty: 4539.639648
	Iteration 39Q: 3 clusters Score -1504816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1504815.125000 Penalty: 4539.639648
	Iteration 40F: 3 clusters Score -1504815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1504814.250000 Penalty: 4539.639648
	Iteration 41Q: 3 clusters Score -1504814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1504817.625000 Penalty: 4539.639648
	Iteration 42Q: 3 clusters Score -1504818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1504817.625000 Penalty: 4539.639648
	Iteration 43Q: 3 clusters Score -1504818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1504815.750000 Penalty: 4539.639648
	Iteration 44Q: 3 clusters Score -1504816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1504816.625000 Penalty: 4539.639648
	Iteration 45Q: 3 clusters Score -1504817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1504816.625000 Penalty: 4539.639648
	Iteration 46F: 3 clusters Score -1504817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Entering Unmasked Estep 
Score: -3030495.000000 Penalty: 2453.760254
	Iteration 0F: 2 clusters Score -3030495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3016662.750000 Penalty: 4907.520508
	Iteration 0F: 3 clusters Score -3016663 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3022085.750000 Penalty: 4907.520508
	Iteration 1F: 3 clusters Score -3022086 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3024624.250000 Penalty: 4907.520508
	Iteration 2F: 3 clusters Score -3024624 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3027899.250000 Penalty: 4907.520508
	Iteration 3F: 3 clusters Score -3027899 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3030385.000000 Penalty: 4907.520508
	Iteration 4F: 3 clusters Score -3030385 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3031914.250000 Penalty: 4907.520508
	Iteration 5F: 3 clusters Score -3031914 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3032749.750000 Penalty: 4907.520508
	Iteration 6F: 3 clusters Score -3032750 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3033162.500000 Penalty: 4907.520508
	Iteration 7Q: 3 clusters Score -3033162 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3033386.250000 Penalty: 4907.520508
	Iteration 8Q: 3 clusters Score -3033386 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3033511.750000 Penalty: 4907.520508
	Iteration 9Q: 3 clusters Score -3033512 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3033592.250000 Penalty: 4907.520508
	Iteration 10Q: 3 clusters Score -3033592 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3033687.500000 Penalty: 4907.520508
	Iteration 11Q: 3 clusters Score -3033688 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3033762.250000 Penalty: 4907.520508
	Iteration 12Q: 3 clusters Score -3033762 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3033832.250000 Penalty: 4907.520508
	Iteration 13Q: 3 clusters Score -3033832 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3033897.250000 Penalty: 4907.520508
	Iteration 14Q: 3 clusters Score -3033897 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3033949.500000 Penalty: 4907.520508
	Iteration 15Q: 3 clusters Score -3033950 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3034006.750000 Penalty: 4907.520508
	Iteration 16Q: 3 clusters Score -3034007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3034046.500000 Penalty: 4907.520508
	Iteration 17Q: 3 clusters Score -3034046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3034066.250000 Penalty: 4907.520508
	Iteration 18Q: 3 clusters Score -3034066 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3034089.250000 Penalty: 4907.520508
	Iteration 19Q: 3 clusters Score -3034089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3034114.000000 Penalty: 4907.520508
	Iteration 20F: 3 clusters Score -3034114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3034131.250000 Penalty: 4907.520508
	Iteration 21Q: 3 clusters Score -3034131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3034147.250000 Penalty: 4907.520508
	Iteration 22Q: 3 clusters Score -3034147 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3034172.250000 Penalty: 4907.520508
	Iteration 23Q: 3 clusters Score -3034172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3034189.000000 Penalty: 4907.520508
	Iteration 24Q: 3 clusters Score -3034189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3034215.750000 Penalty: 4907.520508
	Iteration 25Q: 3 clusters Score -3034216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3034259.250000 Penalty: 4907.520508
	Iteration 26Q: 3 clusters Score -3034259 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3034326.250000 Penalty: 4907.520508
	Iteration 27Q: 3 clusters Score -3034326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3034465.750000 Penalty: 4907.520508
	Iteration 28Q: 3 clusters Score -3034466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3034665.250000 Penalty: 4907.520508
	Iteration 29Q: 3 clusters Score -3034665 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3034863.250000 Penalty: 4907.520508
	Iteration 30Q: 3 clusters Score -3034863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3034980.500000 Penalty: 4907.520508
	Iteration 31Q: 3 clusters Score -3034980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3035027.750000 Penalty: 4907.520508
	Iteration 32Q: 3 clusters Score -3035028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3035064.000000 Penalty: 4907.520508
	Iteration 33Q: 3 clusters Score -3035064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3035071.250000 Penalty: 4907.520508
	Iteration 34Q: 3 clusters Score -3035071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3035098.000000 Penalty: 4907.520508
	Iteration 35Q: 3 clusters Score -3035098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3035104.250000 Penalty: 4907.520508
	Iteration 36Q: 3 clusters Score -3035104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3035111.500000 Penalty: 4907.520508
	Iteration 37Q: 3 clusters Score -3035112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3035133.250000 Penalty: 4907.520508
	Iteration 38Q: 3 clusters Score -3035133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3035142.000000 Penalty: 4907.520508
	Iteration 39Q: 3 clusters Score -3035142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3035139.000000 Penalty: 4907.520508
	Iteration 40F: 3 clusters Score -3035139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3035144.500000 Penalty: 4907.520508
	Iteration 41Q: 3 clusters Score -3035144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3035136.500000 Penalty: 4907.520508
	Iteration 42Q: 3 clusters Score -3035136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3035134.250000 Penalty: 4907.520508
	Iteration 43Q: 3 clusters Score -3035134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3035138.000000 Penalty: 4907.520508
	Iteration 44Q: 3 clusters Score -3035138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3035143.250000 Penalty: 4907.520508
	Iteration 45Q: 3 clusters Score -3035143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3035142.750000 Penalty: 4907.520508
	Iteration 46Q: 3 clusters Score -3035143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3035140.000000 Penalty: 4907.520508
	Iteration 47Q: 3 clusters Score -3035140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3035147.500000 Penalty: 4907.520508
	Iteration 48Q: 3 clusters Score -3035148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3035148.000000 Penalty: 4907.520508
	Iteration 49Q: 3 clusters Score -3035148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3035148.500000 Penalty: 4907.520508
	Iteration 50Q: 3 clusters Score -3035148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3035152.500000 Penalty: 4907.520508
	Iteration 51Q: 3 clusters Score -3035152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3035152.000000 Penalty: 4907.520508
	Iteration 52Q: 3 clusters Score -3035152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3035150.000000 Penalty: 4907.520508
	Iteration 53Q: 3 clusters Score -3035150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3035151.000000 Penalty: 4907.520508
	Iteration 54Q: 3 clusters Score -3035151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3035146.250000 Penalty: 4907.520508
	Iteration 55Q: 3 clusters Score -3035146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3035149.000000 Penalty: 4907.520508
	Iteration 56Q: 3 clusters Score -3035149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3035150.250000 Penalty: 4907.520508
	Iteration 57Q: 3 clusters Score -3035150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3035154.750000 Penalty: 4907.520508
	Iteration 58Q: 3 clusters Score -3035155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3035154.750000 Penalty: 4907.520508
	Iteration 59F: 3 clusters Score -3035155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 9857 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Mstep: Class 51 contains 3497 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 4500 members 
Mstep: Class 54 contains 15412 members 
Entering Unmasked Estep 
Score: -151836912.000000 Penalty: 185006.312500
Splitting cluster 35 changes total score from -151799232.000000 to -151836912.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 36 (9857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Entering Unmasked Estep 
Score: -1462510.875000 Penalty: 2280.592529
	Iteration 0F: 2 clusters Score -1462511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1454993.875000 Penalty: 4561.185059
	Iteration 0F: 3 clusters Score -1454994 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1457340.000000 Penalty: 4561.185059
	Iteration 1F: 3 clusters Score -1457340 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1457781.125000 Penalty: 4561.185059
	Iteration 2F: 3 clusters Score -1457781 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1458250.750000 Penalty: 4561.185059
	Iteration 3F: 3 clusters Score -1458251 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1458769.750000 Penalty: 4561.185059
	Iteration 4F: 3 clusters Score -1458770 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1459282.375000 Penalty: 4561.185059
	Iteration 5F: 3 clusters Score -1459282 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1459855.875000 Penalty: 4561.185059
	Iteration 6F: 3 clusters Score -1459856 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1460465.625000 Penalty: 4561.185059
	Iteration 7F: 3 clusters Score -1460466 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1461075.000000 Penalty: 4561.185059
	Iteration 8F: 3 clusters Score -1461075 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1461607.375000 Penalty: 4561.185059
	Iteration 9Q: 3 clusters Score -1461607 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1462102.125000 Penalty: 4561.185059
	Iteration 10Q: 3 clusters Score -1462102 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1462558.750000 Penalty: 4561.185059
	Iteration 11Q: 3 clusters Score -1462559 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1462998.000000 Penalty: 4561.185059
	Iteration 12Q: 3 clusters Score -1462998 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1463481.125000 Penalty: 4561.185059
	Iteration 13Q: 3 clusters Score -1463481 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1463850.125000 Penalty: 4561.185059
	Iteration 14Q: 3 clusters Score -1463850 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1464028.875000 Penalty: 4561.185059
	Iteration 15Q: 3 clusters Score -1464029 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1464113.750000 Penalty: 4561.185059
	Iteration 16Q: 3 clusters Score -1464114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1464160.500000 Penalty: 4561.185059
	Iteration 17Q: 3 clusters Score -1464160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1464191.000000 Penalty: 4561.185059
	Iteration 18Q: 3 clusters Score -1464191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1464219.500000 Penalty: 4561.185059
	Iteration 19Q: 3 clusters Score -1464220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1464242.500000 Penalty: 4561.185059
	Iteration 20F: 3 clusters Score -1464242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1464264.750000 Penalty: 4561.185059
	Iteration 21Q: 3 clusters Score -1464265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1464281.250000 Penalty: 4561.185059
	Iteration 22Q: 3 clusters Score -1464281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1464294.750000 Penalty: 4561.185059
	Iteration 23Q: 3 clusters Score -1464295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1464310.375000 Penalty: 4561.185059
	Iteration 24Q: 3 clusters Score -1464310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1464326.375000 Penalty: 4561.185059
	Iteration 25Q: 3 clusters Score -1464326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1464328.750000 Penalty: 4561.185059
	Iteration 26Q: 3 clusters Score -1464329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1464336.000000 Penalty: 4561.185059
	Iteration 27Q: 3 clusters Score -1464336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1464352.625000 Penalty: 4561.185059
	Iteration 28Q: 3 clusters Score -1464353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1464354.375000 Penalty: 4561.185059
	Iteration 29Q: 3 clusters Score -1464354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1464364.000000 Penalty: 4561.185059
	Iteration 30Q: 3 clusters Score -1464364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1464364.500000 Penalty: 4561.185059
	Iteration 31Q: 3 clusters Score -1464364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1464372.875000 Penalty: 4561.185059
	Iteration 32Q: 3 clusters Score -1464373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1464379.500000 Penalty: 4561.185059
	Iteration 33Q: 3 clusters Score -1464380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1464387.375000 Penalty: 4561.185059
	Iteration 34Q: 3 clusters Score -1464387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1464389.875000 Penalty: 4561.185059
	Iteration 35Q: 3 clusters Score -1464390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1464393.750000 Penalty: 4561.185059
	Iteration 36Q: 3 clusters Score -1464394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1464395.125000 Penalty: 4561.185059
	Iteration 37Q: 3 clusters Score -1464395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1464399.125000 Penalty: 4561.185059
	Iteration 38Q: 3 clusters Score -1464399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1464398.875000 Penalty: 4561.185059
	Iteration 39Q: 3 clusters Score -1464399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1464402.125000 Penalty: 4561.185059
	Iteration 40F: 3 clusters Score -1464402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1464400.250000 Penalty: 4561.185059
	Iteration 41Q: 3 clusters Score -1464400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1464399.375000 Penalty: 4561.185059
	Iteration 42Q: 3 clusters Score -1464399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1464399.375000 Penalty: 4561.185059
	Iteration 43F: 3 clusters Score -1464399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 5183 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Mstep: Class 51 contains 3497 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 4500 members 
Mstep: Class 54 contains 15412 members 
Mstep: Class 55 contains 4674 members 
Entering Unmasked Estep 
Score: -151837616.000000 Penalty: 188432.359375
Splitting cluster 36 changes total score from -151799232.000000 to -151837616.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 37 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -200492.046875 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -200492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -198324.515625 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -198324.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -198757.765625 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -198757.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -199149.937500 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -199149.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -199496.171875 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -199496.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -199787.812500 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -199787.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -200260.031250 Penalty: 3593.844971
	Iteration 5F: 3 clusters Score -200260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -200927.515625 Penalty: 3593.844971
	Iteration 6F: 3 clusters Score -200927.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -201312.468750 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -201312.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -201478.296875 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -201478.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -201503.312500 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -201503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -201503.312500 Penalty: 3593.844971
	Iteration 10F: 3 clusters Score -201503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 5183 members 
Mstep: Class 37 contains 903 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 2270 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 17897 members 
Mstep: Class 43 contains 7158 members 
Mstep: Class 44 contains 42121 members 
Mstep: Class 45 contains 7118 members 
Mstep: Class 46 contains 5735 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9817 members 
Mstep: Class 49 contains 6489 members 
Mstep: Class 50 contains 4777 members 
Mstep: Class 51 contains 3497 members 
Mstep: Class 52 contains 3852 members 
Mstep: Class 53 contains 4500 members 
Mstep: Class 54 contains 15412 members 
Mstep: Class 55 contains 4674 members 
Mstep: Class 56 contains 499 members 
Entering Unmasked Estep 
Score: -151837008.000000 Penalty: 191858.390625
Splitting cluster 37 changes total score from -151799232.000000 to -151837008.000000
So it's getting split into cluster 56.
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 9002 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 11861 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 78082 members 
Mstep: Class 7 contains 79259 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 48345 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 220 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 64671 members 
Mstep: Class 14 contains 9709 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 85841 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 9669 members 
Mstep: Class 22 contains 26993 members 
Mstep: Class 23 contains 2310 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 90401 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 9438 members 
Mstep: Class 35 contains 4403 members 
Mstep: Class 36 contains 5183 members 
Mstep: Class 37 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151849296.000000 Penalty: 191858.390625
Iteration 79Q: 57 clusters Score -1.518493e+08 nChanged 19357
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 78101 members 
Mstep: Class 7 contains 79736 members 
Mstep: Class 8 contains 1734 members 
Mstep: Class 9 contains 48611 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 11 contains 217 members 
Mstep: Class 12 contains 3881 members 
Mstep: Class 13 contains 63866 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 7389 members 
Mstep: Class 16 contains 86571 members 
Mstep: Class 17 contains 17025 members 
Mstep: Class 18 contains 9095 members 
Mstep: Class 19 contains 44179 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 9762 members 
Mstep: Class 22 contains 27412 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 85998 members 
Mstep: Class 26 contains 15309 members 
Mstep: Class 27 contains 7610 members 
Mstep: Class 28 contains 90823 members 
Mstep: Class 29 contains 37922 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 1177 members 
Mstep: Class 32 contains 8623 members 
Mstep: Class 33 contains 2767 members 
Mstep: Class 34 contains 9496 members 
Mstep: Class 35 contains 4607 members 
Mstep: Class 36 contains 5441 members 
Mstep: Class 37 contains 908 members 
Mstep: Class 38 contains 2498 members 
Mstep: Class 39 contains 2099 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 14593 members 
Mstep: Class 42 contains 16746 members 
Mstep: Class 43 contains 7009 members 
Mstep: Class 44 contains 41741 members 
Mstep: Class 45 contains 6621 members 
Mstep: Class 46 contains 5315 members 
Mstep: Class 47 contains 756 members 
Mstep: Class 48 contains 9344 members 
Mstep: Class 49 contains 6776 members 
Mstep: Class 50 contains 4738 members 
Mstep: Class 51 contains 3450 members 
Mstep: Class 52 contains 3805 members 
Mstep: Class 53 contains 4460 members 
Mstep: Class 54 contains 14966 members 
Mstep: Class 55 contains 4508 members 
Mstep: Class 56 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151862400.000000 Penalty: 191858.390625
Iteration 80F: 57 clusters Score -1.518624e+08 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 8881 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 11710 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 78131 members 
Mstep: Class 7 contains 79880 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 48667 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3822 members 
Mstep: Class 13 contains 62718 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 85793 members 
Mstep: Class 17 contains 16472 members 
Mstep: Class 18 contains 9083 members 
Mstep: Class 19 contains 42822 members 
Mstep: Class 20 contains 416 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 22 contains 25918 members 
Mstep: Class 23 contains 2266 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 86748 members 
Mstep: Class 26 contains 15317 members 
Mstep: Class 27 contains 7382 members 
Mstep: Class 28 contains 90821 members 
Mstep: Class 29 contains 37150 members 
Mstep: Class 30 contains 11649 members 
Mstep: Class 31 contains 1219 members 
Mstep: Class 32 contains 8369 members 
Mstep: Class 33 contains 2822 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4613 members 
Mstep: Class 36 contains 5549 members 
Mstep: Class 37 contains 910 members 
Mstep: Class 38 contains 2653 members 
Mstep: Class 39 contains 2200 members 
Mstep: Class 40 contains 1341 members 
Mstep: Class 41 contains 14631 members 
Mstep: Class 42 contains 17717 members 
Mstep: Class 43 contains 7100 members 
Mstep: Class 44 contains 43723 members 
Mstep: Class 45 contains 6980 members 
Mstep: Class 46 contains 5532 members 
Mstep: Class 47 contains 763 members 
Mstep: Class 48 contains 9632 members 
Mstep: Class 49 contains 7485 members 
Mstep: Class 50 contains 5299 members 
Mstep: Class 51 contains 3454 members 
Mstep: Class 52 contains 4032 members 
Mstep: Class 53 contains 4496 members 
Mstep: Class 54 contains 14977 members 
Mstep: Class 55 contains 4809 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151869232.000000 Penalty: 191858.390625
Iteration 81Q: 57 clusters Score -1.518692e+08 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 8798 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 11454 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 78249 members 
Mstep: Class 7 contains 80070 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 48746 members 
Mstep: Class 10 contains 7748 members 
Mstep: Class 11 contains 225 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 61793 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 85250 members 
Mstep: Class 17 contains 16183 members 
Mstep: Class 18 contains 9115 members 
Mstep: Class 19 contains 41642 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 9382 members 
Mstep: Class 22 contains 24784 members 
Mstep: Class 23 contains 2259 members 
Mstep: Class 24 contains 349 members 
Mstep: Class 25 contains 87423 members 
Mstep: Class 26 contains 15287 members 
Mstep: Class 27 contains 7305 members 
Mstep: Class 28 contains 90888 members 
Mstep: Class 29 contains 36573 members 
Mstep: Class 30 contains 11516 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 32 contains 8230 members 
Mstep: Class 33 contains 2849 members 
Mstep: Class 34 contains 9506 members 
Mstep: Class 35 contains 4622 members 
Mstep: Class 36 contains 5653 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 2768 members 
Mstep: Class 39 contains 2229 members 
Mstep: Class 40 contains 1668 members 
Mstep: Class 41 contains 14725 members 
Mstep: Class 42 contains 18362 members 
Mstep: Class 43 contains 7143 members 
Mstep: Class 44 contains 45054 members 
Mstep: Class 45 contains 7136 members 
Mstep: Class 46 contains 5601 members 
Mstep: Class 47 contains 766 members 
Mstep: Class 48 contains 9813 members 
Mstep: Class 49 contains 7872 members 
Mstep: Class 50 contains 5594 members 
Mstep: Class 51 contains 3459 members 
Mstep: Class 52 contains 4136 members 
Mstep: Class 53 contains 4506 members 
Mstep: Class 54 contains 14935 members 
Mstep: Class 55 contains 4988 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151871264.000000 Penalty: 191858.390625
Iteration 82Q: 57 clusters Score -1.518713e+08 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 8742 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78386 members 
Mstep: Class 7 contains 80266 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 48814 members 
Mstep: Class 10 contains 7788 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3786 members 
Mstep: Class 13 contains 60896 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 7277 members 
Mstep: Class 16 contains 84856 members 
Mstep: Class 17 contains 16025 members 
Mstep: Class 18 contains 9150 members 
Mstep: Class 19 contains 40571 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 9285 members 
Mstep: Class 22 contains 23871 members 
Mstep: Class 23 contains 2259 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 88066 members 
Mstep: Class 26 contains 15260 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 90930 members 
Mstep: Class 29 contains 36068 members 
Mstep: Class 30 contains 11386 members 
Mstep: Class 31 contains 1251 members 
Mstep: Class 32 contains 8117 members 
Mstep: Class 33 contains 2872 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 4631 members 
Mstep: Class 36 contains 5746 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 2852 members 
Mstep: Class 39 contains 2263 members 
Mstep: Class 40 contains 1895 members 
Mstep: Class 41 contains 14761 members 
Mstep: Class 42 contains 18808 members 
Mstep: Class 43 contains 7161 members 
Mstep: Class 44 contains 46152 members 
Mstep: Class 45 contains 7222 members 
Mstep: Class 46 contains 5619 members 
Mstep: Class 47 contains 771 members 
Mstep: Class 48 contains 9973 members 
Mstep: Class 49 contains 8123 members 
Mstep: Class 50 contains 5843 members 
Mstep: Class 51 contains 3464 members 
Mstep: Class 52 contains 4204 members 
Mstep: Class 53 contains 4507 members 
Mstep: Class 54 contains 14877 members 
Mstep: Class 55 contains 5134 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151872944.000000 Penalty: 191858.390625
Iteration 83Q: 57 clusters Score -1.518729e+08 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 8709 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 11196 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 78536 members 
Mstep: Class 7 contains 80450 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 48877 members 
Mstep: Class 10 contains 7838 members 
Mstep: Class 11 contains 228 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 60151 members 
Mstep: Class 14 contains 9789 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 84555 members 
Mstep: Class 17 contains 15940 members 
Mstep: Class 18 contains 9166 members 
Mstep: Class 19 contains 39659 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 9200 members 
Mstep: Class 22 contains 23134 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 88588 members 
Mstep: Class 26 contains 15208 members 
Mstep: Class 27 contains 7224 members 
Mstep: Class 28 contains 90957 members 
Mstep: Class 29 contains 35637 members 
Mstep: Class 30 contains 11288 members 
Mstep: Class 31 contains 1261 members 
Mstep: Class 32 contains 8023 members 
Mstep: Class 33 contains 2880 members 
Mstep: Class 34 contains 9509 members 
Mstep: Class 35 contains 4635 members 
Mstep: Class 36 contains 5821 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 2289 members 
Mstep: Class 40 contains 2047 members 
Mstep: Class 41 contains 14797 members 
Mstep: Class 42 contains 19183 members 
Mstep: Class 43 contains 7188 members 
Mstep: Class 44 contains 47000 members 
Mstep: Class 45 contains 7330 members 
Mstep: Class 46 contains 5623 members 
Mstep: Class 47 contains 775 members 
Mstep: Class 48 contains 10120 members 
Mstep: Class 49 contains 8312 members 
Mstep: Class 50 contains 6047 members 
Mstep: Class 51 contains 3470 members 
Mstep: Class 52 contains 4235 members 
Mstep: Class 53 contains 4513 members 
Mstep: Class 54 contains 14811 members 
Mstep: Class 55 contains 5241 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151873824.000000 Penalty: 191858.390625
Iteration 84Q: 57 clusters Score -1.518738e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 11114 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 78665 members 
Mstep: Class 7 contains 80624 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 48938 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 59461 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 15 contains 7244 members 
Mstep: Class 16 contains 84299 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 9183 members 
Mstep: Class 19 contains 38891 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 22516 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 338 members 
Mstep: Class 25 contains 89090 members 
Mstep: Class 26 contains 15129 members 
Mstep: Class 27 contains 7215 members 
Mstep: Class 28 contains 90975 members 
Mstep: Class 29 contains 35263 members 
Mstep: Class 30 contains 11202 members 
Mstep: Class 31 contains 1273 members 
Mstep: Class 32 contains 7941 members 
Mstep: Class 33 contains 2886 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 4633 members 
Mstep: Class 36 contains 5890 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3028 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 14818 members 
Mstep: Class 42 contains 19459 members 
Mstep: Class 43 contains 7209 members 
Mstep: Class 44 contains 47677 members 
Mstep: Class 45 contains 7426 members 
Mstep: Class 46 contains 5644 members 
Mstep: Class 47 contains 781 members 
Mstep: Class 48 contains 10250 members 
Mstep: Class 49 contains 8438 members 
Mstep: Class 50 contains 6225 members 
Mstep: Class 51 contains 3470 members 
Mstep: Class 52 contains 4272 members 
Mstep: Class 53 contains 4514 members 
Mstep: Class 54 contains 14748 members 
Mstep: Class 55 contains 5330 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151874576.000000 Penalty: 191858.390625
Iteration 85Q: 57 clusters Score -1.518746e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 8689 members 
Mstep: Class 3 contains 6782 members 
Mstep: Class 4 contains 11065 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 78784 members 
Mstep: Class 7 contains 80756 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 49006 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 58802 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 7213 members 
Mstep: Class 16 contains 84106 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 9195 members 
Mstep: Class 19 contains 38261 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 9078 members 
Mstep: Class 22 contains 21944 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 331 members 
Mstep: Class 25 contains 89568 members 
Mstep: Class 26 contains 15056 members 
Mstep: Class 27 contains 7220 members 
Mstep: Class 28 contains 90973 members 
Mstep: Class 29 contains 34907 members 
Mstep: Class 30 contains 11143 members 
Mstep: Class 31 contains 1282 members 
Mstep: Class 32 contains 7890 members 
Mstep: Class 33 contains 2891 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 4639 members 
Mstep: Class 36 contains 5941 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 40 contains 2260 members 
Mstep: Class 41 contains 14861 members 
Mstep: Class 42 contains 19687 members 
Mstep: Class 43 contains 7224 members 
Mstep: Class 44 contains 48241 members 
Mstep: Class 45 contains 7524 members 
Mstep: Class 46 contains 5648 members 
Mstep: Class 47 contains 788 members 
Mstep: Class 48 contains 10350 members 
Mstep: Class 49 contains 8530 members 
Mstep: Class 50 contains 6404 members 
Mstep: Class 51 contains 3471 members 
Mstep: Class 52 contains 4293 members 
Mstep: Class 53 contains 4517 members 
Mstep: Class 54 contains 14684 members 
Mstep: Class 55 contains 5431 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875216.000000 Penalty: 191858.390625
Iteration 86Q: 57 clusters Score -1.518752e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 8707 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 11052 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 78860 members 
Mstep: Class 7 contains 80873 members 
Mstep: Class 8 contains 1539 members 
Mstep: Class 9 contains 49089 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 58200 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 7162 members 
Mstep: Class 16 contains 83925 members 
Mstep: Class 17 contains 15795 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 37792 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 9029 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 328 members 
Mstep: Class 25 contains 90024 members 
Mstep: Class 26 contains 14997 members 
Mstep: Class 27 contains 7227 members 
Mstep: Class 28 contains 90974 members 
Mstep: Class 29 contains 34537 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1291 members 
Mstep: Class 32 contains 7858 members 
Mstep: Class 33 contains 2897 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 4639 members 
Mstep: Class 36 contains 5993 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3117 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 14891 members 
Mstep: Class 42 contains 19888 members 
Mstep: Class 43 contains 7236 members 
Mstep: Class 44 contains 48640 members 
Mstep: Class 45 contains 7598 members 
Mstep: Class 46 contains 5644 members 
Mstep: Class 47 contains 791 members 
Mstep: Class 48 contains 10440 members 
Mstep: Class 49 contains 8604 members 
Mstep: Class 50 contains 6588 members 
Mstep: Class 51 contains 3469 members 
Mstep: Class 52 contains 4309 members 
Mstep: Class 53 contains 4518 members 
Mstep: Class 54 contains 14642 members 
Mstep: Class 55 contains 5524 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151875776.000000 Penalty: 191858.390625
Iteration 87Q: 57 clusters Score -1.518758e+08 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 6831 members 
Mstep: Class 4 contains 11047 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 78938 members 
Mstep: Class 7 contains 80954 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 49147 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 57720 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 7120 members 
Mstep: Class 16 contains 83777 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 18 contains 9211 members 
Mstep: Class 19 contains 37362 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8987 members 
Mstep: Class 22 contains 21017 members 
Mstep: Class 23 contains 2272 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 90396 members 
Mstep: Class 26 contains 14934 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 90978 members 
Mstep: Class 29 contains 34195 members 
Mstep: Class 30 contains 11081 members 
Mstep: Class 31 contains 1298 members 
Mstep: Class 32 contains 7824 members 
Mstep: Class 33 contains 2899 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4645 members 
Mstep: Class 36 contains 6041 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3133 members 
Mstep: Class 39 contains 2411 members 
Mstep: Class 40 contains 2370 members 
Mstep: Class 41 contains 14895 members 
Mstep: Class 42 contains 20034 members 
Mstep: Class 43 contains 7245 members 
Mstep: Class 44 contains 48957 members 
Mstep: Class 45 contains 7675 members 
Mstep: Class 46 contains 5634 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10525 members 
Mstep: Class 49 contains 8678 members 
Mstep: Class 50 contains 6778 members 
Mstep: Class 51 contains 3468 members 
Mstep: Class 52 contains 4318 members 
Mstep: Class 53 contains 4522 members 
Mstep: Class 54 contains 14603 members 
Mstep: Class 55 contains 5597 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876288.000000 Penalty: 191858.390625
Iteration 88Q: 57 clusters Score -1.518763e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 8790 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 11054 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79000 members 
Mstep: Class 7 contains 81046 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 49200 members 
Mstep: Class 10 contains 8050 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3767 members 
Mstep: Class 13 contains 57287 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 7053 members 
Mstep: Class 16 contains 83613 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 36988 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8961 members 
Mstep: Class 22 contains 20654 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 90719 members 
Mstep: Class 26 contains 14877 members 
Mstep: Class 27 contains 7300 members 
Mstep: Class 28 contains 90990 members 
Mstep: Class 29 contains 33847 members 
Mstep: Class 30 contains 11069 members 
Mstep: Class 31 contains 1298 members 
Mstep: Class 32 contains 7811 members 
Mstep: Class 33 contains 2902 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 4645 members 
Mstep: Class 36 contains 6083 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3135 members 
Mstep: Class 39 contains 2432 members 
Mstep: Class 40 contains 2406 members 
Mstep: Class 41 contains 14899 members 
Mstep: Class 42 contains 20171 members 
Mstep: Class 43 contains 7247 members 
Mstep: Class 44 contains 49206 members 
Mstep: Class 45 contains 7738 members 
Mstep: Class 46 contains 5625 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10595 members 
Mstep: Class 49 contains 8746 members 
Mstep: Class 50 contains 6961 members 
Mstep: Class 51 contains 3470 members 
Mstep: Class 52 contains 4327 members 
Mstep: Class 53 contains 4526 members 
Mstep: Class 54 contains 14576 members 
Mstep: Class 55 contains 5689 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877024.000000 Penalty: 191858.390625
Iteration 89Q: 57 clusters Score -1.51877e+08 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 8829 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79043 members 
Mstep: Class 7 contains 81113 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 49262 members 
Mstep: Class 10 contains 8087 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 56871 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 7000 members 
Mstep: Class 16 contains 83470 members 
Mstep: Class 17 contains 15782 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 36700 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8946 members 
Mstep: Class 22 contains 20313 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 91057 members 
Mstep: Class 26 contains 14817 members 
Mstep: Class 27 contains 7348 members 
Mstep: Class 28 contains 90983 members 
Mstep: Class 29 contains 33536 members 
Mstep: Class 30 contains 11058 members 
Mstep: Class 31 contains 1303 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 2904 members 
Mstep: Class 34 contains 9510 members 
Mstep: Class 35 contains 4644 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3138 members 
Mstep: Class 39 contains 2463 members 
Mstep: Class 40 contains 2428 members 
Mstep: Class 41 contains 14908 members 
Mstep: Class 42 contains 20291 members 
Mstep: Class 43 contains 7259 members 
Mstep: Class 44 contains 49399 members 
Mstep: Class 45 contains 7792 members 
Mstep: Class 46 contains 5614 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10660 members 
Mstep: Class 49 contains 8801 members 
Mstep: Class 50 contains 7132 members 
Mstep: Class 51 contains 3469 members 
Mstep: Class 52 contains 4337 members 
Mstep: Class 53 contains 4529 members 
Mstep: Class 54 contains 14563 members 
Mstep: Class 55 contains 5749 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877184.000000 Penalty: 191858.390625
Iteration 90Q: 57 clusters Score -1.518772e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 8873 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 11096 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79093 members 
Mstep: Class 7 contains 81159 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 49323 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 56532 members 
Mstep: Class 14 contains 9970 members 
Mstep: Class 15 contains 6955 members 
Mstep: Class 16 contains 83348 members 
Mstep: Class 17 contains 15781 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 36409 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8930 members 
Mstep: Class 22 contains 19996 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 91385 members 
Mstep: Class 26 contains 14789 members 
Mstep: Class 27 contains 7389 members 
Mstep: Class 28 contains 90998 members 
Mstep: Class 29 contains 33223 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 1308 members 
Mstep: Class 32 contains 7774 members 
Mstep: Class 33 contains 2909 members 
Mstep: Class 34 contains 9509 members 
Mstep: Class 35 contains 4647 members 
Mstep: Class 36 contains 6147 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3116 members 
Mstep: Class 39 contains 2493 members 
Mstep: Class 40 contains 2445 members 
Mstep: Class 41 contains 14910 members 
Mstep: Class 42 contains 20388 members 
Mstep: Class 43 contains 7261 members 
Mstep: Class 44 contains 49590 members 
Mstep: Class 45 contains 7843 members 
Mstep: Class 46 contains 5600 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10705 members 
Mstep: Class 49 contains 8872 members 
Mstep: Class 50 contains 7317 members 
Mstep: Class 51 contains 3471 members 
Mstep: Class 52 contains 4334 members 
Mstep: Class 53 contains 4534 members 
Mstep: Class 54 contains 14550 members 
Mstep: Class 55 contains 5806 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877248.000000 Penalty: 191858.390625
Iteration 91Q: 57 clusters Score -1.518772e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 6890 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79136 members 
Mstep: Class 7 contains 81228 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 49365 members 
Mstep: Class 10 contains 8145 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3734 members 
Mstep: Class 13 contains 56216 members 
Mstep: Class 14 contains 10002 members 
Mstep: Class 15 contains 6918 members 
Mstep: Class 16 contains 83227 members 
Mstep: Class 17 contains 15774 members 
Mstep: Class 18 contains 9210 members 
Mstep: Class 19 contains 36165 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 19766 members 
Mstep: Class 23 contains 2274 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 91664 members 
Mstep: Class 26 contains 14750 members 
Mstep: Class 27 contains 7410 members 
Mstep: Class 28 contains 91019 members 
Mstep: Class 29 contains 32877 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 1315 members 
Mstep: Class 32 contains 7755 members 
Mstep: Class 33 contains 2911 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4651 members 
Mstep: Class 36 contains 6165 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3129 members 
Mstep: Class 39 contains 2521 members 
Mstep: Class 40 contains 2458 members 
Mstep: Class 41 contains 14906 members 
Mstep: Class 42 contains 20479 members 
Mstep: Class 43 contains 7260 members 
Mstep: Class 44 contains 49742 members 
Mstep: Class 45 contains 7878 members 
Mstep: Class 46 contains 5594 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10749 members 
Mstep: Class 49 contains 8928 members 
Mstep: Class 50 contains 7512 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4339 members 
Mstep: Class 53 contains 4535 members 
Mstep: Class 54 contains 14532 members 
Mstep: Class 55 contains 5860 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877072.000000 Penalty: 191858.390625
Iteration 92Q: 57 clusters Score -1.518771e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 6895 members 
Mstep: Class 4 contains 11140 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79169 members 
Mstep: Class 7 contains 81293 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 49401 members 
Mstep: Class 10 contains 8179 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 55904 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 6890 members 
Mstep: Class 16 contains 83126 members 
Mstep: Class 17 contains 15770 members 
Mstep: Class 18 contains 9206 members 
Mstep: Class 19 contains 35953 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8894 members 
Mstep: Class 22 contains 19550 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 91938 members 
Mstep: Class 26 contains 14715 members 
Mstep: Class 27 contains 7430 members 
Mstep: Class 28 contains 91044 members 
Mstep: Class 29 contains 32527 members 
Mstep: Class 30 contains 11018 members 
Mstep: Class 31 contains 1317 members 
Mstep: Class 32 contains 7745 members 
Mstep: Class 33 contains 2914 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4654 members 
Mstep: Class 36 contains 6191 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3146 members 
Mstep: Class 39 contains 2544 members 
Mstep: Class 40 contains 2464 members 
Mstep: Class 41 contains 14900 members 
Mstep: Class 42 contains 20547 members 
Mstep: Class 43 contains 7261 members 
Mstep: Class 44 contains 49869 members 
Mstep: Class 45 contains 7906 members 
Mstep: Class 46 contains 5579 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10793 members 
Mstep: Class 49 contains 8982 members 
Mstep: Class 50 contains 7711 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4338 members 
Mstep: Class 53 contains 4536 members 
Mstep: Class 54 contains 14526 members 
Mstep: Class 55 contains 5890 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877120.000000 Penalty: 191858.390625
Iteration 93Q: 57 clusters Score -1.518771e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 8997 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 11160 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79189 members 
Mstep: Class 7 contains 81362 members 
Mstep: Class 8 contains 1523 members 
Mstep: Class 9 contains 49424 members 
Mstep: Class 10 contains 8208 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 55595 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 6872 members 
Mstep: Class 16 contains 83042 members 
Mstep: Class 17 contains 15771 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 35813 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 19353 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 92167 members 
Mstep: Class 26 contains 14676 members 
Mstep: Class 27 contains 7432 members 
Mstep: Class 28 contains 91056 members 
Mstep: Class 29 contains 32203 members 
Mstep: Class 30 contains 11014 members 
Mstep: Class 31 contains 1320 members 
Mstep: Class 32 contains 7751 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4659 members 
Mstep: Class 36 contains 6204 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3174 members 
Mstep: Class 39 contains 2558 members 
Mstep: Class 40 contains 2476 members 
Mstep: Class 41 contains 14886 members 
Mstep: Class 42 contains 20595 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 49936 members 
Mstep: Class 45 contains 7931 members 
Mstep: Class 46 contains 5570 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10853 members 
Mstep: Class 49 contains 9044 members 
Mstep: Class 50 contains 7929 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4337 members 
Mstep: Class 53 contains 4537 members 
Mstep: Class 54 contains 14518 members 
Mstep: Class 55 contains 5918 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876864.000000 Penalty: 191858.390625
Iteration 94Q: 57 clusters Score -1.518769e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 9045 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79204 members 
Mstep: Class 7 contains 81411 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 49440 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 55330 members 
Mstep: Class 14 contains 10063 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 82977 members 
Mstep: Class 17 contains 15768 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 35689 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8874 members 
Mstep: Class 22 contains 19181 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 92390 members 
Mstep: Class 26 contains 14645 members 
Mstep: Class 27 contains 7430 members 
Mstep: Class 28 contains 91077 members 
Mstep: Class 29 contains 31867 members 
Mstep: Class 30 contains 11007 members 
Mstep: Class 31 contains 1323 members 
Mstep: Class 32 contains 7748 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4659 members 
Mstep: Class 36 contains 6210 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3182 members 
Mstep: Class 39 contains 2572 members 
Mstep: Class 40 contains 2477 members 
Mstep: Class 41 contains 14869 members 
Mstep: Class 42 contains 20627 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 49998 members 
Mstep: Class 45 contains 7956 members 
Mstep: Class 46 contains 5566 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10900 members 
Mstep: Class 49 contains 9111 members 
Mstep: Class 50 contains 8142 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4336 members 
Mstep: Class 53 contains 4539 members 
Mstep: Class 54 contains 14509 members 
Mstep: Class 55 contains 5945 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876768.000000 Penalty: 191858.390625
Iteration 95Q: 57 clusters Score -1.518768e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 6921 members 
Mstep: Class 4 contains 11221 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79220 members 
Mstep: Class 7 contains 81481 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 49447 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 55045 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 82918 members 
Mstep: Class 17 contains 15770 members 
Mstep: Class 18 contains 9208 members 
Mstep: Class 19 contains 35581 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8865 members 
Mstep: Class 22 contains 19042 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 92582 members 
Mstep: Class 26 contains 14617 members 
Mstep: Class 27 contains 7438 members 
Mstep: Class 28 contains 91098 members 
Mstep: Class 29 contains 31548 members 
Mstep: Class 30 contains 11003 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 7752 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 4657 members 
Mstep: Class 36 contains 6230 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3205 members 
Mstep: Class 39 contains 2581 members 
Mstep: Class 40 contains 2490 members 
Mstep: Class 41 contains 14868 members 
Mstep: Class 42 contains 20640 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 50045 members 
Mstep: Class 45 contains 7971 members 
Mstep: Class 46 contains 5552 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10946 members 
Mstep: Class 49 contains 9149 members 
Mstep: Class 50 contains 8378 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4335 members 
Mstep: Class 53 contains 4538 members 
Mstep: Class 54 contains 14497 members 
Mstep: Class 55 contains 5978 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876960.000000 Penalty: 191858.390625
Iteration 96Q: 57 clusters Score -1.51877e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 11246 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79242 members 
Mstep: Class 7 contains 81541 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 49473 members 
Mstep: Class 10 contains 8299 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 54811 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 82874 members 
Mstep: Class 17 contains 15777 members 
Mstep: Class 18 contains 9213 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8852 members 
Mstep: Class 22 contains 18908 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 92753 members 
Mstep: Class 26 contains 14585 members 
Mstep: Class 27 contains 7441 members 
Mstep: Class 28 contains 91108 members 
Mstep: Class 29 contains 31217 members 
Mstep: Class 30 contains 11002 members 
Mstep: Class 31 contains 1331 members 
Mstep: Class 32 contains 7754 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4656 members 
Mstep: Class 36 contains 6250 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3230 members 
Mstep: Class 39 contains 2599 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 14860 members 
Mstep: Class 42 contains 20656 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 50087 members 
Mstep: Class 45 contains 7986 members 
Mstep: Class 46 contains 5537 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 10979 members 
Mstep: Class 49 contains 9192 members 
Mstep: Class 50 contains 8608 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4336 members 
Mstep: Class 53 contains 4537 members 
Mstep: Class 54 contains 14486 members 
Mstep: Class 55 contains 5994 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151876976.000000 Penalty: 191858.390625
Iteration 97Q: 57 clusters Score -1.51877e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 9122 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 11261 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79263 members 
Mstep: Class 7 contains 81587 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 49478 members 
Mstep: Class 10 contains 8324 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3716 members 
Mstep: Class 13 contains 54608 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 82846 members 
Mstep: Class 17 contains 15779 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 35373 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8839 members 
Mstep: Class 22 contains 18798 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 92907 members 
Mstep: Class 26 contains 14574 members 
Mstep: Class 27 contains 7448 members 
Mstep: Class 28 contains 91108 members 
Mstep: Class 29 contains 30904 members 
Mstep: Class 30 contains 11004 members 
Mstep: Class 31 contains 1335 members 
Mstep: Class 32 contains 7753 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 4656 members 
Mstep: Class 36 contains 6268 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3255 members 
Mstep: Class 39 contains 2604 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 14857 members 
Mstep: Class 42 contains 20665 members 
Mstep: Class 43 contains 7264 members 
Mstep: Class 44 contains 50122 members 
Mstep: Class 45 contains 8004 members 
Mstep: Class 46 contains 5525 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11010 members 
Mstep: Class 49 contains 9216 members 
Mstep: Class 50 contains 8860 members 
Mstep: Class 51 contains 3471 members 
Mstep: Class 52 contains 4334 members 
Mstep: Class 53 contains 4537 members 
Mstep: Class 54 contains 14478 members 
Mstep: Class 55 contains 6007 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877280.000000 Penalty: 191858.390625
Iteration 98Q: 57 clusters Score -1.518773e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 9143 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79274 members 
Mstep: Class 7 contains 81637 members 
Mstep: Class 8 contains 1511 members 
Mstep: Class 9 contains 49495 members 
Mstep: Class 10 contains 8352 members 
Mstep: Class 11 contains 227 members 
Mstep: Class 12 contains 3717 members 
Mstep: Class 13 contains 54418 members 
Mstep: Class 14 contains 10139 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 82823 members 
Mstep: Class 17 contains 15777 members 
Mstep: Class 18 contains 9215 members 
Mstep: Class 19 contains 35274 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8829 members 
Mstep: Class 22 contains 18720 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93045 members 
Mstep: Class 26 contains 14558 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 91107 members 
Mstep: Class 29 contains 30608 members 
Mstep: Class 30 contains 11003 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 7755 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 4659 members 
Mstep: Class 36 contains 6285 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3274 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 2507 members 
Mstep: Class 41 contains 14856 members 
Mstep: Class 42 contains 20676 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 50164 members 
Mstep: Class 45 contains 8027 members 
Mstep: Class 46 contains 5517 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11033 members 
Mstep: Class 49 contains 9226 members 
Mstep: Class 50 contains 9066 members 
Mstep: Class 51 contains 3469 members 
Mstep: Class 52 contains 4331 members 
Mstep: Class 53 contains 4537 members 
Mstep: Class 54 contains 14469 members 
Mstep: Class 55 contains 6026 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877504.000000 Penalty: 191858.390625
Iteration 99Q: 57 clusters Score -1.518775e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79286 members 
Mstep: Class 7 contains 81680 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 49498 members 
Mstep: Class 10 contains 8368 members 
Mstep: Class 11 contains 228 members 
Mstep: Class 12 contains 3719 members 
Mstep: Class 13 contains 54243 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 6828 members 
Mstep: Class 16 contains 82794 members 
Mstep: Class 17 contains 15784 members 
Mstep: Class 18 contains 9217 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8824 members 
Mstep: Class 22 contains 18636 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93192 members 
Mstep: Class 26 contains 14529 members 
Mstep: Class 27 contains 7447 members 
Mstep: Class 28 contains 91106 members 
Mstep: Class 29 contains 30353 members 
Mstep: Class 30 contains 11003 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7747 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 4661 members 
Mstep: Class 36 contains 6302 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3284 members 
Mstep: Class 39 contains 2621 members 
Mstep: Class 40 contains 2509 members 
Mstep: Class 41 contains 14846 members 
Mstep: Class 42 contains 20695 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 50190 members 
Mstep: Class 45 contains 8043 members 
Mstep: Class 46 contains 5514 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11052 members 
Mstep: Class 49 contains 9239 members 
Mstep: Class 50 contains 9268 members 
Mstep: Class 51 contains 3470 members 
Mstep: Class 52 contains 4328 members 
Mstep: Class 53 contains 4537 members 
Mstep: Class 54 contains 14463 members 
Mstep: Class 55 contains 6041 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877536.000000 Penalty: 191858.390625
Iteration 100F: 57 clusters Score -1.518775e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79299 members 
Mstep: Class 7 contains 81709 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 49508 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 54087 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 82767 members 
Mstep: Class 17 contains 15792 members 
Mstep: Class 18 contains 9219 members 
Mstep: Class 19 contains 35119 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8818 members 
Mstep: Class 22 contains 18540 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93319 members 
Mstep: Class 26 contains 14517 members 
Mstep: Class 27 contains 7445 members 
Mstep: Class 28 contains 91110 members 
Mstep: Class 29 contains 30074 members 
Mstep: Class 30 contains 11001 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 7738 members 
Mstep: Class 33 contains 2918 members 
Mstep: Class 34 contains 9508 members 
Mstep: Class 35 contains 4661 members 
Mstep: Class 36 contains 6314 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3331 members 
Mstep: Class 39 contains 2655 members 
Mstep: Class 40 contains 2514 members 
Mstep: Class 41 contains 14836 members 
Mstep: Class 42 contains 20708 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 50221 members 
Mstep: Class 45 contains 8054 members 
Mstep: Class 46 contains 5506 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11066 members 
Mstep: Class 49 contains 9256 members 
Mstep: Class 50 contains 9468 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4325 members 
Mstep: Class 53 contains 4537 members 
Mstep: Class 54 contains 14460 members 
Mstep: Class 55 contains 6057 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877664.000000 Penalty: 191858.390625
Iteration 101Q: 57 clusters Score -1.518777e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79312 members 
Mstep: Class 7 contains 81742 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 49520 members 
Mstep: Class 10 contains 8393 members 
Mstep: Class 11 contains 230 members 
Mstep: Class 12 contains 3719 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 10182 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 82733 members 
Mstep: Class 17 contains 15797 members 
Mstep: Class 18 contains 9219 members 
Mstep: Class 19 contains 35054 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8807 members 
Mstep: Class 22 contains 18456 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93426 members 
Mstep: Class 26 contains 14497 members 
Mstep: Class 27 contains 7443 members 
Mstep: Class 28 contains 91133 members 
Mstep: Class 29 contains 29769 members 
Mstep: Class 30 contains 11000 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7737 members 
Mstep: Class 33 contains 2919 members 
Mstep: Class 34 contains 9506 members 
Mstep: Class 35 contains 4659 members 
Mstep: Class 36 contains 6322 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 2681 members 
Mstep: Class 40 contains 2520 members 
Mstep: Class 41 contains 14825 members 
Mstep: Class 42 contains 20715 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 50251 members 
Mstep: Class 45 contains 8070 members 
Mstep: Class 46 contains 5494 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11075 members 
Mstep: Class 49 contains 9275 members 
Mstep: Class 50 contains 9673 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4326 members 
Mstep: Class 53 contains 4539 members 
Mstep: Class 54 contains 14459 members 
Mstep: Class 55 contains 6085 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877664.000000 Penalty: 191858.390625
Iteration 102Q: 57 clusters Score -1.518777e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 6927 members 
Mstep: Class 4 contains 11325 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79319 members 
Mstep: Class 7 contains 81787 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 49524 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 13 contains 53869 members 
Mstep: Class 14 contains 10191 members 
Mstep: Class 15 contains 6827 members 
Mstep: Class 16 contains 82700 members 
Mstep: Class 17 contains 15797 members 
Mstep: Class 18 contains 9219 members 
Mstep: Class 19 contains 34994 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8797 members 
Mstep: Class 22 contains 18370 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93514 members 
Mstep: Class 26 contains 14479 members 
Mstep: Class 27 contains 7442 members 
Mstep: Class 28 contains 91144 members 
Mstep: Class 29 contains 29474 members 
Mstep: Class 30 contains 11000 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7732 members 
Mstep: Class 33 contains 2919 members 
Mstep: Class 34 contains 9503 members 
Mstep: Class 35 contains 4658 members 
Mstep: Class 36 contains 6338 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3394 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2528 members 
Mstep: Class 41 contains 14811 members 
Mstep: Class 42 contains 20728 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50273 members 
Mstep: Class 45 contains 8086 members 
Mstep: Class 46 contains 5476 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11084 members 
Mstep: Class 49 contains 9299 members 
Mstep: Class 50 contains 9892 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4325 members 
Mstep: Class 53 contains 4540 members 
Mstep: Class 54 contains 14458 members 
Mstep: Class 55 contains 6109 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877744.000000 Penalty: 191858.390625
Iteration 103Q: 57 clusters Score -1.518777e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 6924 members 
Mstep: Class 4 contains 11337 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79320 members 
Mstep: Class 7 contains 81820 members 
Mstep: Class 8 contains 1498 members 
Mstep: Class 9 contains 49526 members 
Mstep: Class 10 contains 8403 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53775 members 
Mstep: Class 14 contains 10208 members 
Mstep: Class 15 contains 6826 members 
Mstep: Class 16 contains 82671 members 
Mstep: Class 17 contains 15800 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 34943 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8792 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93603 members 
Mstep: Class 26 contains 14459 members 
Mstep: Class 27 contains 7443 members 
Mstep: Class 28 contains 91145 members 
Mstep: Class 29 contains 29193 members 
Mstep: Class 30 contains 10999 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7730 members 
Mstep: Class 33 contains 2920 members 
Mstep: Class 34 contains 9503 members 
Mstep: Class 35 contains 4658 members 
Mstep: Class 36 contains 6334 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3418 members 
Mstep: Class 39 contains 2736 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14803 members 
Mstep: Class 42 contains 20735 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50288 members 
Mstep: Class 45 contains 8097 members 
Mstep: Class 46 contains 5471 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11096 members 
Mstep: Class 49 contains 9323 members 
Mstep: Class 50 contains 10124 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4328 members 
Mstep: Class 53 contains 4542 members 
Mstep: Class 54 contains 14455 members 
Mstep: Class 55 contains 6128 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877664.000000 Penalty: 191858.390625
Iteration 104Q: 57 clusters Score -1.518777e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 11356 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79323 members 
Mstep: Class 7 contains 81839 members 
Mstep: Class 8 contains 1494 members 
Mstep: Class 9 contains 49531 members 
Mstep: Class 10 contains 8407 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 53701 members 
Mstep: Class 14 contains 10218 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 82654 members 
Mstep: Class 17 contains 15793 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 19 contains 34884 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 18237 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93667 members 
Mstep: Class 26 contains 14437 members 
Mstep: Class 27 contains 7450 members 
Mstep: Class 28 contains 91135 members 
Mstep: Class 29 contains 28941 members 
Mstep: Class 30 contains 10996 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7723 members 
Mstep: Class 33 contains 2920 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4660 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 2537 members 
Mstep: Class 41 contains 14804 members 
Mstep: Class 42 contains 20736 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 50317 members 
Mstep: Class 45 contains 8107 members 
Mstep: Class 46 contains 5459 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11111 members 
Mstep: Class 49 contains 9342 members 
Mstep: Class 50 contains 10338 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4326 members 
Mstep: Class 53 contains 4543 members 
Mstep: Class 54 contains 14450 members 
Mstep: Class 55 contains 6147 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877808.000000 Penalty: 191858.390625
Iteration 105Q: 57 clusters Score -1.518778e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 6912 members 
Mstep: Class 4 contains 11380 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79323 members 
Mstep: Class 7 contains 81856 members 
Mstep: Class 8 contains 1492 members 
Mstep: Class 9 contains 49542 members 
Mstep: Class 10 contains 8407 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 53623 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6822 members 
Mstep: Class 16 contains 82625 members 
Mstep: Class 17 contains 15791 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 34847 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 18189 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93725 members 
Mstep: Class 26 contains 14422 members 
Mstep: Class 27 contains 7450 members 
Mstep: Class 28 contains 91111 members 
Mstep: Class 29 contains 28724 members 
Mstep: Class 30 contains 10997 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7716 members 
Mstep: Class 33 contains 2921 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4660 members 
Mstep: Class 36 contains 6337 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3459 members 
Mstep: Class 39 contains 2789 members 
Mstep: Class 40 contains 2539 members 
Mstep: Class 41 contains 14801 members 
Mstep: Class 42 contains 20737 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50337 members 
Mstep: Class 45 contains 8118 members 
Mstep: Class 46 contains 5444 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11129 members 
Mstep: Class 49 contains 9367 members 
Mstep: Class 50 contains 10538 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4326 members 
Mstep: Class 53 contains 4543 members 
Mstep: Class 54 contains 14446 members 
Mstep: Class 55 contains 6153 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877904.000000 Penalty: 191858.390625
Iteration 106Q: 57 clusters Score -1.518779e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 6906 members 
Mstep: Class 4 contains 11404 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79321 members 
Mstep: Class 7 contains 81874 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 9 contains 49561 members 
Mstep: Class 10 contains 8405 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 53565 members 
Mstep: Class 14 contains 10232 members 
Mstep: Class 15 contains 6828 members 
Mstep: Class 16 contains 82597 members 
Mstep: Class 17 contains 15789 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 34798 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 18137 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93776 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 91091 members 
Mstep: Class 29 contains 28505 members 
Mstep: Class 30 contains 10998 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7712 members 
Mstep: Class 33 contains 2922 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4661 members 
Mstep: Class 36 contains 6341 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3468 members 
Mstep: Class 39 contains 2818 members 
Mstep: Class 40 contains 2540 members 
Mstep: Class 41 contains 14799 members 
Mstep: Class 42 contains 20755 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 50359 members 
Mstep: Class 45 contains 8134 members 
Mstep: Class 46 contains 5429 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11150 members 
Mstep: Class 49 contains 9390 members 
Mstep: Class 50 contains 10719 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4321 members 
Mstep: Class 53 contains 4543 members 
Mstep: Class 54 contains 14441 members 
Mstep: Class 55 contains 6154 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878000.000000 Penalty: 191858.390625
Iteration 107Q: 57 clusters Score -1.51878e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 9277 members 
Mstep: Class 3 contains 6908 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79321 members 
Mstep: Class 7 contains 81880 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 49564 members 
Mstep: Class 10 contains 8404 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 53509 members 
Mstep: Class 14 contains 10235 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 82573 members 
Mstep: Class 17 contains 15787 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 34761 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 18099 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93826 members 
Mstep: Class 26 contains 14379 members 
Mstep: Class 27 contains 7462 members 
Mstep: Class 28 contains 91079 members 
Mstep: Class 29 contains 28299 members 
Mstep: Class 30 contains 10998 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7707 members 
Mstep: Class 33 contains 2922 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4664 members 
Mstep: Class 36 contains 6344 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3465 members 
Mstep: Class 39 contains 2851 members 
Mstep: Class 40 contains 2539 members 
Mstep: Class 41 contains 14796 members 
Mstep: Class 42 contains 20767 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 50371 members 
Mstep: Class 45 contains 8147 members 
Mstep: Class 46 contains 5411 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11170 members 
Mstep: Class 49 contains 9411 members 
Mstep: Class 50 contains 10888 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4321 members 
Mstep: Class 53 contains 4545 members 
Mstep: Class 54 contains 14433 members 
Mstep: Class 55 contains 6162 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878064.000000 Penalty: 191858.390625
Iteration 108Q: 57 clusters Score -1.518781e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 6909 members 
Mstep: Class 4 contains 11446 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79329 members 
Mstep: Class 7 contains 81893 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 49561 members 
Mstep: Class 10 contains 8399 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 53465 members 
Mstep: Class 14 contains 10246 members 
Mstep: Class 15 contains 6847 members 
Mstep: Class 16 contains 82555 members 
Mstep: Class 17 contains 15792 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 19 contains 34720 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 18059 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93867 members 
Mstep: Class 26 contains 14350 members 
Mstep: Class 27 contains 7466 members 
Mstep: Class 28 contains 91071 members 
Mstep: Class 29 contains 28094 members 
Mstep: Class 30 contains 10997 members 
Mstep: Class 31 contains 1338 members 
Mstep: Class 32 contains 7704 members 
Mstep: Class 33 contains 2922 members 
Mstep: Class 34 contains 9505 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 6347 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3472 members 
Mstep: Class 39 contains 2882 members 
Mstep: Class 40 contains 2539 members 
Mstep: Class 41 contains 14793 members 
Mstep: Class 42 contains 20769 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50376 members 
Mstep: Class 45 contains 8152 members 
Mstep: Class 46 contains 5394 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11192 members 
Mstep: Class 49 contains 9431 members 
Mstep: Class 50 contains 11063 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4321 members 
Mstep: Class 53 contains 4546 members 
Mstep: Class 54 contains 14431 members 
Mstep: Class 55 contains 6167 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878224.000000 Penalty: 191858.390625
Iteration 109Q: 57 clusters Score -1.518782e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 6911 members 
Mstep: Class 4 contains 11458 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79333 members 
Mstep: Class 7 contains 81919 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49571 members 
Mstep: Class 10 contains 8385 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 53414 members 
Mstep: Class 14 contains 10261 members 
Mstep: Class 15 contains 6848 members 
Mstep: Class 16 contains 82532 members 
Mstep: Class 17 contains 15797 members 
Mstep: Class 18 contains 9234 members 
Mstep: Class 19 contains 34687 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 18020 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93904 members 
Mstep: Class 26 contains 14324 members 
Mstep: Class 27 contains 7465 members 
Mstep: Class 28 contains 91062 members 
Mstep: Class 29 contains 27898 members 
Mstep: Class 30 contains 10995 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 7698 members 
Mstep: Class 33 contains 2922 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4662 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3482 members 
Mstep: Class 39 contains 2911 members 
Mstep: Class 40 contains 2537 members 
Mstep: Class 41 contains 14787 members 
Mstep: Class 42 contains 20777 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 50377 members 
Mstep: Class 45 contains 8174 members 
Mstep: Class 46 contains 5384 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11207 members 
Mstep: Class 49 contains 9444 members 
Mstep: Class 50 contains 11228 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4321 members 
Mstep: Class 53 contains 4547 members 
Mstep: Class 54 contains 14431 members 
Mstep: Class 55 contains 6174 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878272.000000 Penalty: 191858.390625
Iteration 110Q: 57 clusters Score -1.518783e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 9327 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 11484 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79341 members 
Mstep: Class 7 contains 81944 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 49574 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 53367 members 
Mstep: Class 14 contains 10273 members 
Mstep: Class 15 contains 6849 members 
Mstep: Class 16 contains 82504 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 19 contains 34660 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 17977 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93945 members 
Mstep: Class 26 contains 14309 members 
Mstep: Class 27 contains 7461 members 
Mstep: Class 28 contains 91036 members 
Mstep: Class 29 contains 27747 members 
Mstep: Class 30 contains 10992 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 7697 members 
Mstep: Class 33 contains 2923 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4662 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3482 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 2539 members 
Mstep: Class 41 contains 14786 members 
Mstep: Class 42 contains 20789 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 50374 members 
Mstep: Class 45 contains 8187 members 
Mstep: Class 46 contains 5377 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11220 members 
Mstep: Class 49 contains 9455 members 
Mstep: Class 50 contains 11376 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4321 members 
Mstep: Class 53 contains 4548 members 
Mstep: Class 54 contains 14424 members 
Mstep: Class 55 contains 6180 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878368.000000 Penalty: 191858.390625
Iteration 111Q: 57 clusters Score -1.518784e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 9328 members 
Mstep: Class 3 contains 6917 members 
Mstep: Class 4 contains 11503 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79345 members 
Mstep: Class 7 contains 81962 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 49571 members 
Mstep: Class 10 contains 8353 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 53330 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 6853 members 
Mstep: Class 16 contains 82481 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 19 contains 34639 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 17943 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 93986 members 
Mstep: Class 26 contains 14286 members 
Mstep: Class 27 contains 7453 members 
Mstep: Class 28 contains 91023 members 
Mstep: Class 29 contains 27613 members 
Mstep: Class 30 contains 10991 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 7697 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 6350 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3485 members 
Mstep: Class 39 contains 2946 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 14782 members 
Mstep: Class 42 contains 20801 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 50364 members 
Mstep: Class 45 contains 8199 members 
Mstep: Class 46 contains 5375 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11233 members 
Mstep: Class 49 contains 9470 members 
Mstep: Class 50 contains 11521 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 4320 members 
Mstep: Class 53 contains 4548 members 
Mstep: Class 54 contains 14421 members 
Mstep: Class 55 contains 6183 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878448.000000 Penalty: 191858.390625
Iteration 112Q: 57 clusters Score -1.518784e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 11517 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79345 members 
Mstep: Class 7 contains 81978 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 49564 members 
Mstep: Class 10 contains 8340 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 53310 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 6858 members 
Mstep: Class 16 contains 82464 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 19 contains 34605 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 17907 members 
Mstep: Class 23 contains 2286 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94021 members 
Mstep: Class 26 contains 14266 members 
Mstep: Class 27 contains 7452 members 
Mstep: Class 28 contains 91007 members 
Mstep: Class 29 contains 27466 members 
Mstep: Class 30 contains 10986 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 32 contains 7694 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4664 members 
Mstep: Class 36 contains 6351 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3490 members 
Mstep: Class 39 contains 2968 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14780 members 
Mstep: Class 42 contains 20809 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 50373 members 
Mstep: Class 45 contains 8204 members 
Mstep: Class 46 contains 5370 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11241 members 
Mstep: Class 49 contains 9482 members 
Mstep: Class 50 contains 11676 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4319 members 
Mstep: Class 53 contains 4548 members 
Mstep: Class 54 contains 14421 members 
Mstep: Class 55 contains 6185 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878288.000000 Penalty: 191858.390625
Iteration 113Q: 57 clusters Score -1.518783e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 9335 members 
Mstep: Class 3 contains 6924 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79352 members 
Mstep: Class 7 contains 82000 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 49559 members 
Mstep: Class 10 contains 8321 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 53271 members 
Mstep: Class 14 contains 10276 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 82447 members 
Mstep: Class 17 contains 15835 members 
Mstep: Class 18 contains 9231 members 
Mstep: Class 19 contains 34576 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94064 members 
Mstep: Class 26 contains 14240 members 
Mstep: Class 27 contains 7450 members 
Mstep: Class 28 contains 90996 members 
Mstep: Class 29 contains 27318 members 
Mstep: Class 30 contains 10985 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7692 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 6352 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3494 members 
Mstep: Class 39 contains 2994 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14774 members 
Mstep: Class 42 contains 20814 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 50377 members 
Mstep: Class 45 contains 8211 members 
Mstep: Class 46 contains 5363 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11252 members 
Mstep: Class 49 contains 9490 members 
Mstep: Class 50 contains 11823 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4319 members 
Mstep: Class 53 contains 4548 members 
Mstep: Class 54 contains 14417 members 
Mstep: Class 55 contains 6190 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878224.000000 Penalty: 191858.390625
Iteration 114Q: 57 clusters Score -1.518782e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 9338 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 11561 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79360 members 
Mstep: Class 7 contains 82023 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 49547 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 53235 members 
Mstep: Class 14 contains 10278 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 82426 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 34544 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 17844 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94103 members 
Mstep: Class 26 contains 14223 members 
Mstep: Class 27 contains 7451 members 
Mstep: Class 28 contains 90987 members 
Mstep: Class 29 contains 27177 members 
Mstep: Class 30 contains 10984 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7692 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 6354 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3499 members 
Mstep: Class 39 contains 3014 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 14775 members 
Mstep: Class 42 contains 20821 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50380 members 
Mstep: Class 45 contains 8210 members 
Mstep: Class 46 contains 5354 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11261 members 
Mstep: Class 49 contains 9493 members 
Mstep: Class 50 contains 11965 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4318 members 
Mstep: Class 53 contains 4548 members 
Mstep: Class 54 contains 14414 members 
Mstep: Class 55 contains 6199 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878368.000000 Penalty: 191858.390625
Iteration 115Q: 57 clusters Score -1.518784e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 9345 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 11572 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79363 members 
Mstep: Class 7 contains 82039 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49538 members 
Mstep: Class 10 contains 8296 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53201 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 15 contains 6868 members 
Mstep: Class 16 contains 82405 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 34520 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 17802 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94137 members 
Mstep: Class 26 contains 14204 members 
Mstep: Class 27 contains 7453 members 
Mstep: Class 28 contains 90976 members 
Mstep: Class 29 contains 27047 members 
Mstep: Class 30 contains 10982 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7693 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9503 members 
Mstep: Class 35 contains 4664 members 
Mstep: Class 36 contains 6358 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3506 members 
Mstep: Class 39 contains 3036 members 
Mstep: Class 40 contains 2554 members 
Mstep: Class 41 contains 14776 members 
Mstep: Class 42 contains 20832 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50381 members 
Mstep: Class 45 contains 8217 members 
Mstep: Class 46 contains 5345 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11273 members 
Mstep: Class 49 contains 9496 members 
Mstep: Class 50 contains 12101 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4317 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14413 members 
Mstep: Class 55 contains 6204 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878208.000000 Penalty: 191858.390625
Iteration 116Q: 57 clusters Score -1.518782e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79367 members 
Mstep: Class 7 contains 82053 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49538 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53157 members 
Mstep: Class 14 contains 10292 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 82385 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 34498 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 17769 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94179 members 
Mstep: Class 26 contains 14186 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90973 members 
Mstep: Class 29 contains 26932 members 
Mstep: Class 30 contains 10981 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7693 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 6362 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 14775 members 
Mstep: Class 42 contains 20830 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 50379 members 
Mstep: Class 45 contains 8231 members 
Mstep: Class 46 contains 5336 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11288 members 
Mstep: Class 49 contains 9504 members 
Mstep: Class 50 contains 12229 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4317 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14410 members 
Mstep: Class 55 contains 6211 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151878256.000000 Penalty: 191858.390625
Iteration 117Q: 57 clusters Score -1.518783e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 11591 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79368 members 
Mstep: Class 7 contains 82068 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49542 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53112 members 
Mstep: Class 14 contains 10291 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 82364 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 9231 members 
Mstep: Class 19 contains 34471 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8765 members 
Mstep: Class 22 contains 17738 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94223 members 
Mstep: Class 26 contains 14172 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90980 members 
Mstep: Class 29 contains 26809 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7692 members 
Mstep: Class 33 contains 2924 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4664 members 
Mstep: Class 36 contains 6365 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3517 members 
Mstep: Class 39 contains 3067 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 14772 members 
Mstep: Class 42 contains 20839 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 50377 members 
Mstep: Class 45 contains 8242 members 
Mstep: Class 46 contains 5334 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11298 members 
Mstep: Class 49 contains 9511 members 
Mstep: Class 50 contains 12351 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4317 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14407 members 
Mstep: Class 55 contains 6214 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151877984.000000 Penalty: 191858.390625
Iteration 118Q: 57 clusters Score -1.51878e+08 nChanged 506
Entering ConstructFrom: 
Score: -151877984.000000 Penalty: 191858.390625
Entering ConstructFrom: 
Trying to split cluster 1 (42826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Entering Unmasked Estep 
Score: -6742220.500000 Penalty: 2644.895508
	Iteration 0F: 2 clusters Score -6742220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -6713344.500000 Penalty: 5289.791016
	Iteration 0F: 3 clusters Score -6713344 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -6724463.500000 Penalty: 5289.791016
	Iteration 1F: 3 clusters Score -6724464 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -6725086.000000 Penalty: 5289.791016
	Iteration 2Q: 3 clusters Score -6725086 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6725695.000000 Penalty: 5289.791016
	Iteration 3Q: 3 clusters Score -6725695 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -6726369.500000 Penalty: 5289.791016
	Iteration 4Q: 3 clusters Score -6726370 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -6726980.000000 Penalty: 5289.791016
	Iteration 5Q: 3 clusters Score -6726980 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -6727659.000000 Penalty: 5289.791016
	Iteration 6Q: 3 clusters Score -6727659 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -6728380.500000 Penalty: 5289.791016
	Iteration 7Q: 3 clusters Score -6728380 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -6729145.000000 Penalty: 5289.791016
	Iteration 8Q: 3 clusters Score -6729145 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -6730101.000000 Penalty: 5289.791016
	Iteration 9Q: 3 clusters Score -6730101 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -6731251.000000 Penalty: 5289.791016
	Iteration 10Q: 3 clusters Score -6731251 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6732342.500000 Penalty: 5289.791016
	Iteration 11Q: 3 clusters Score -6732342 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -6733404.000000 Penalty: 5289.791016
	Iteration 12Q: 3 clusters Score -6733404 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -6734457.500000 Penalty: 5289.791016
	Iteration 13Q: 3 clusters Score -6734458 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -6735319.500000 Penalty: 5289.791016
	Iteration 14Q: 3 clusters Score -6735320 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -6736101.000000 Penalty: 5289.791016
	Iteration 15Q: 3 clusters Score -6736101 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6736791.500000 Penalty: 5289.791016
	Iteration 16Q: 3 clusters Score -6736792 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -6737383.500000 Penalty: 5289.791016
	Iteration 17Q: 3 clusters Score -6737384 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -6737881.500000 Penalty: 5289.791016
	Iteration 18Q: 3 clusters Score -6737882 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -6738347.000000 Penalty: 5289.791016
	Iteration 19Q: 3 clusters Score -6738347 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -6738758.500000 Penalty: 5289.791016
	Iteration 20F: 3 clusters Score -6738758 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -6739062.000000 Penalty: 5289.791016
	Iteration 21Q: 3 clusters Score -6739062 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -6739273.000000 Penalty: 5289.791016
	Iteration 22Q: 3 clusters Score -6739273 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -6739434.000000 Penalty: 5289.791016
	Iteration 23Q: 3 clusters Score -6739434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6739581.500000 Penalty: 5289.791016
	Iteration 24Q: 3 clusters Score -6739582 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -6739715.500000 Penalty: 5289.791016
	Iteration 25Q: 3 clusters Score -6739716 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -6739837.500000 Penalty: 5289.791016
	Iteration 26Q: 3 clusters Score -6739838 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6739970.000000 Penalty: 5289.791016
	Iteration 27Q: 3 clusters Score -6739970 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6740069.000000 Penalty: 5289.791016
	Iteration 28Q: 3 clusters Score -6740069 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -6740183.000000 Penalty: 5289.791016
	Iteration 29Q: 3 clusters Score -6740183 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6740248.000000 Penalty: 5289.791016
	Iteration 30Q: 3 clusters Score -6740248 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -6740323.500000 Penalty: 5289.791016
	Iteration 31Q: 3 clusters Score -6740324 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -6740386.500000 Penalty: 5289.791016
	Iteration 32Q: 3 clusters Score -6740386 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6740418.000000 Penalty: 5289.791016
	Iteration 33Q: 3 clusters Score -6740418 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -6740478.500000 Penalty: 5289.791016
	Iteration 34Q: 3 clusters Score -6740478 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6740520.000000 Penalty: 5289.791016
	Iteration 35Q: 3 clusters Score -6740520 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6740573.000000 Penalty: 5289.791016
	Iteration 36Q: 3 clusters Score -6740573 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -6740609.500000 Penalty: 5289.791016
	Iteration 37Q: 3 clusters Score -6740610 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6740670.500000 Penalty: 5289.791016
	Iteration 38Q: 3 clusters Score -6740670 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6740678.000000 Penalty: 5289.791016
	Iteration 39Q: 3 clusters Score -6740678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6740700.000000 Penalty: 5289.791016
	Iteration 40F: 3 clusters Score -6740700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6740708.000000 Penalty: 5289.791016
	Iteration 41Q: 3 clusters Score -6740708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6740739.000000 Penalty: 5289.791016
	Iteration 42Q: 3 clusters Score -6740739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6740765.000000 Penalty: 5289.791016
	Iteration 43Q: 3 clusters Score -6740765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6740779.000000 Penalty: 5289.791016
	Iteration 44Q: 3 clusters Score -6740779 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6740808.000000 Penalty: 5289.791016
	Iteration 45Q: 3 clusters Score -6740808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6740827.500000 Penalty: 5289.791016
	Iteration 46Q: 3 clusters Score -6740828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6740855.000000 Penalty: 5289.791016
	Iteration 47Q: 3 clusters Score -6740855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6740857.000000 Penalty: 5289.791016
	Iteration 48Q: 3 clusters Score -6740857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6740864.000000 Penalty: 5289.791016
	Iteration 49Q: 3 clusters Score -6740864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6740890.000000 Penalty: 5289.791016
	Iteration 50Q: 3 clusters Score -6740890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6740914.000000 Penalty: 5289.791016
	Iteration 51Q: 3 clusters Score -6740914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6740919.500000 Penalty: 5289.791016
	Iteration 52Q: 3 clusters Score -6740920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6740921.000000 Penalty: 5289.791016
	Iteration 53Q: 3 clusters Score -6740921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6740919.000000 Penalty: 5289.791016
	Iteration 54Q: 3 clusters Score -6740919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6740914.000000 Penalty: 5289.791016
	Iteration 55Q: 3 clusters Score -6740914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6740939.000000 Penalty: 5289.791016
	Iteration 56Q: 3 clusters Score -6740939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6740937.500000 Penalty: 5289.791016
	Iteration 57Q: 3 clusters Score -6740938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6740945.000000 Penalty: 5289.791016
	Iteration 58Q: 3 clusters Score -6740945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6740937.500000 Penalty: 5289.791016
	Iteration 59Q: 3 clusters Score -6740938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6740940.500000 Penalty: 5289.791016
	Iteration 60F: 3 clusters Score -6740940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6740960.500000 Penalty: 5289.791016
	Iteration 61Q: 3 clusters Score -6740960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6740964.000000 Penalty: 5289.791016
	Iteration 62Q: 3 clusters Score -6740964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6740972.500000 Penalty: 5289.791016
	Iteration 63Q: 3 clusters Score -6740972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6740990.500000 Penalty: 5289.791016
	Iteration 64Q: 3 clusters Score -6740990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6740997.500000 Penalty: 5289.791016
	Iteration 65Q: 3 clusters Score -6740998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6741015.000000 Penalty: 5289.791016
	Iteration 66Q: 3 clusters Score -6741015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6741005.500000 Penalty: 5289.791016
	Iteration 67Q: 3 clusters Score -6741006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6740997.000000 Penalty: 5289.791016
	Iteration 68Q: 3 clusters Score -6740997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6741004.000000 Penalty: 5289.791016
	Iteration 69Q: 3 clusters Score -6741004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6741000.000000 Penalty: 5289.791016
	Iteration 70Q: 3 clusters Score -6741000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6741002.500000 Penalty: 5289.791016
	Iteration 71Q: 3 clusters Score -6741002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6741002.500000 Penalty: 5289.791016
	Iteration 72Q: 3 clusters Score -6741002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6741004.000000 Penalty: 5289.791016
	Iteration 73Q: 3 clusters Score -6741004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6741008.000000 Penalty: 5289.791016
	Iteration 74Q: 3 clusters Score -6741008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6741002.000000 Penalty: 5289.791016
	Iteration 75Q: 3 clusters Score -6741002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6741004.500000 Penalty: 5289.791016
	Iteration 76Q: 3 clusters Score -6741004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6741007.000000 Penalty: 5289.791016
	Iteration 77Q: 3 clusters Score -6741007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6741015.500000 Penalty: 5289.791016
	Iteration 78Q: 3 clusters Score -6741016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6741009.000000 Penalty: 5289.791016
	Iteration 79Q: 3 clusters Score -6741009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6741019.000000 Penalty: 5289.791016
	Iteration 80F: 3 clusters Score -6741019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6741016.000000 Penalty: 5289.791016
	Iteration 81Q: 3 clusters Score -6741016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6741020.500000 Penalty: 5289.791016
	Iteration 82Q: 3 clusters Score -6741020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6741020.500000 Penalty: 5289.791016
	Iteration 83F: 3 clusters Score -6741020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Entering Unmasked Estep 
Score: -1427598.500000 Penalty: 2268.079590
	Iteration 0F: 2 clusters Score -1427598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1420281.500000 Penalty: 4536.159180
	Iteration 0F: 3 clusters Score -1420282 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1422628.125000 Penalty: 4536.159180
	Iteration 1F: 3 clusters Score -1422628 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1423117.750000 Penalty: 4536.159180
	Iteration 2F: 3 clusters Score -1423118 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1423545.875000 Penalty: 4536.159180
	Iteration 3F: 3 clusters Score -1423546 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1423922.125000 Penalty: 4536.159180
	Iteration 4F: 3 clusters Score -1423922 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1424313.500000 Penalty: 4536.159180
	Iteration 5F: 3 clusters Score -1424314 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1424738.375000 Penalty: 4536.159180
	Iteration 6F: 3 clusters Score -1424738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1425302.875000 Penalty: 4536.159180
	Iteration 7F: 3 clusters Score -1425303 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1425837.750000 Penalty: 4536.159180
	Iteration 8F: 3 clusters Score -1425838 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1426220.750000 Penalty: 4536.159180
	Iteration 9F: 3 clusters Score -1426221 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1426437.250000 Penalty: 4536.159180
	Iteration 10Q: 3 clusters Score -1426437 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1426604.750000 Penalty: 4536.159180
	Iteration 11Q: 3 clusters Score -1426605 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1426725.000000 Penalty: 4536.159180
	Iteration 12Q: 3 clusters Score -1426725 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1426798.875000 Penalty: 4536.159180
	Iteration 13Q: 3 clusters Score -1426799 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1426876.500000 Penalty: 4536.159180
	Iteration 14Q: 3 clusters Score -1426876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1426937.375000 Penalty: 4536.159180
	Iteration 15Q: 3 clusters Score -1426937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1426981.125000 Penalty: 4536.159180
	Iteration 16Q: 3 clusters Score -1426981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1427007.500000 Penalty: 4536.159180
	Iteration 17Q: 3 clusters Score -1427008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1427021.250000 Penalty: 4536.159180
	Iteration 18Q: 3 clusters Score -1427021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1427039.000000 Penalty: 4536.159180
	Iteration 19Q: 3 clusters Score -1427039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1427041.750000 Penalty: 4536.159180
	Iteration 20F: 3 clusters Score -1427042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1427047.500000 Penalty: 4536.159180
	Iteration 21Q: 3 clusters Score -1427048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1427054.750000 Penalty: 4536.159180
	Iteration 22Q: 3 clusters Score -1427055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1427063.875000 Penalty: 4536.159180
	Iteration 23Q: 3 clusters Score -1427064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1427069.875000 Penalty: 4536.159180
	Iteration 24Q: 3 clusters Score -1427070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1427073.875000 Penalty: 4536.159180
	Iteration 25Q: 3 clusters Score -1427074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1427073.625000 Penalty: 4536.159180
	Iteration 26Q: 3 clusters Score -1427074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1427079.500000 Penalty: 4536.159180
	Iteration 27Q: 3 clusters Score -1427080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1427085.500000 Penalty: 4536.159180
	Iteration 28Q: 3 clusters Score -1427086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1427087.750000 Penalty: 4536.159180
	Iteration 29Q: 3 clusters Score -1427088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1427086.000000 Penalty: 4536.159180
	Iteration 30Q: 3 clusters Score -1427086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1427089.125000 Penalty: 4536.159180
	Iteration 31Q: 3 clusters Score -1427089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1427089.750000 Penalty: 4536.159180
	Iteration 32Q: 3 clusters Score -1427090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1427092.625000 Penalty: 4536.159180
	Iteration 33Q: 3 clusters Score -1427093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1427092.625000 Penalty: 4536.159180
	Iteration 34F: 3 clusters Score -1427093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Entering Unmasked Estep 
Score: -1035388.062500 Penalty: 2193.466797
	Iteration 0F: 2 clusters Score -1035388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1029622.250000 Penalty: 4386.933594
	Iteration 0F: 3 clusters Score -1029622 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1031158.000000 Penalty: 4386.933594
	Iteration 1F: 3 clusters Score -1031158 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1031452.937500 Penalty: 4386.933594
	Iteration 2F: 3 clusters Score -1031453 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1031695.000000 Penalty: 4386.933594
	Iteration 3F: 3 clusters Score -1031695 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1031903.812500 Penalty: 4386.933594
	Iteration 4Q: 3 clusters Score -1031904 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1032082.250000 Penalty: 4386.933594
	Iteration 5Q: 3 clusters Score -1032082 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1032261.375000 Penalty: 4386.933594
	Iteration 6Q: 3 clusters Score -1032261 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1032435.562500 Penalty: 4386.933594
	Iteration 7Q: 3 clusters Score -1032436 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1032620.062500 Penalty: 4386.933594
	Iteration 8Q: 3 clusters Score -1032620 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1032858.562500 Penalty: 4386.933594
	Iteration 9Q: 3 clusters Score -1032859 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1033193.500000 Penalty: 4386.933594
	Iteration 10Q: 3 clusters Score -1033194 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1033566.687500 Penalty: 4386.933594
	Iteration 11F: 3 clusters Score -1033567 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1033876.500000 Penalty: 4386.933594
	Iteration 12Q: 3 clusters Score -1033876 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1034092.125000 Penalty: 4386.933594
	Iteration 13Q: 3 clusters Score -1034092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1034229.437500 Penalty: 4386.933594
	Iteration 14Q: 3 clusters Score -1034229 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1034322.625000 Penalty: 4386.933594
	Iteration 15Q: 3 clusters Score -1034323 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1034411.812500 Penalty: 4386.933594
	Iteration 16Q: 3 clusters Score -1034412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1034489.812500 Penalty: 4386.933594
	Iteration 17Q: 3 clusters Score -1034490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1034539.187500 Penalty: 4386.933594
	Iteration 18Q: 3 clusters Score -1034539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1034580.125000 Penalty: 4386.933594
	Iteration 19Q: 3 clusters Score -1034580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1034598.187500 Penalty: 4386.933594
	Iteration 20F: 3 clusters Score -1034598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1034609.000000 Penalty: 4386.933594
	Iteration 21Q: 3 clusters Score -1034609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1034622.187500 Penalty: 4386.933594
	Iteration 22Q: 3 clusters Score -1034622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1034633.062500 Penalty: 4386.933594
	Iteration 23Q: 3 clusters Score -1034633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1034642.312500 Penalty: 4386.933594
	Iteration 24Q: 3 clusters Score -1034642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1034651.250000 Penalty: 4386.933594
	Iteration 25Q: 3 clusters Score -1034651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1034660.812500 Penalty: 4386.933594
	Iteration 26Q: 3 clusters Score -1034661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1034664.437500 Penalty: 4386.933594
	Iteration 27Q: 3 clusters Score -1034664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1034667.375000 Penalty: 4386.933594
	Iteration 28Q: 3 clusters Score -1034667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1034673.812500 Penalty: 4386.933594
	Iteration 29Q: 3 clusters Score -1034674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1034675.687500 Penalty: 4386.933594
	Iteration 30Q: 3 clusters Score -1034676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1034676.125000 Penalty: 4386.933594
	Iteration 31Q: 3 clusters Score -1034676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1034675.875000 Penalty: 4386.933594
	Iteration 32Q: 3 clusters Score -1034676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1034679.125000 Penalty: 4386.933594
	Iteration 33Q: 3 clusters Score -1034679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1034681.625000 Penalty: 4386.933594
	Iteration 34Q: 3 clusters Score -1034682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1034682.937500 Penalty: 4386.933594
	Iteration 35Q: 3 clusters Score -1034683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1034682.812500 Penalty: 4386.933594
	Iteration 36Q: 3 clusters Score -1034683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1034684.500000 Penalty: 4386.933594
	Iteration 37Q: 3 clusters Score -1034684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1034686.437500 Penalty: 4386.933594
	Iteration 38Q: 3 clusters Score -1034686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1034688.375000 Penalty: 4386.933594
	Iteration 39Q: 3 clusters Score -1034688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1034690.125000 Penalty: 4386.933594
	Iteration 40F: 3 clusters Score -1034690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1034691.437500 Penalty: 4386.933594
	Iteration 41Q: 3 clusters Score -1034691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1034693.125000 Penalty: 4386.933594
	Iteration 42Q: 3 clusters Score -1034693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1034691.937500 Penalty: 4386.933594
	Iteration 43Q: 3 clusters Score -1034692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1034692.687500 Penalty: 4386.933594
	Iteration 44Q: 3 clusters Score -1034693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1034693.062500 Penalty: 4386.933594
	Iteration 45Q: 3 clusters Score -1034693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1034694.625000 Penalty: 4386.933594
	Iteration 46Q: 3 clusters Score -1034695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1034693.937500 Penalty: 4386.933594
	Iteration 47Q: 3 clusters Score -1034694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1034693.937500 Penalty: 4386.933594
	Iteration 48Q: 3 clusters Score -1034694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1034693.937500 Penalty: 4386.933594
	Iteration 49F: 3 clusters Score -1034694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -1571195.500000 Penalty: 2321.143555
	Iteration 0F: 2 clusters Score -1571196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1562453.250000 Penalty: 4642.287109
	Iteration 0F: 3 clusters Score -1562453 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1565635.000000 Penalty: 4642.287109
	Iteration 1F: 3 clusters Score -1565635 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1566751.625000 Penalty: 4642.287109
	Iteration 2F: 3 clusters Score -1566752 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1567882.000000 Penalty: 4642.287109
	Iteration 3F: 3 clusters Score -1567882 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1568758.125000 Penalty: 4642.287109
	Iteration 4F: 3 clusters Score -1568758 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1569393.875000 Penalty: 4642.287109
	Iteration 5F: 3 clusters Score -1569394 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1569834.875000 Penalty: 4642.287109
	Iteration 6F: 3 clusters Score -1569835 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1570092.875000 Penalty: 4642.287109
	Iteration 7Q: 3 clusters Score -1570093 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1570236.875000 Penalty: 4642.287109
	Iteration 8Q: 3 clusters Score -1570237 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1570319.250000 Penalty: 4642.287109
	Iteration 9Q: 3 clusters Score -1570319 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1570382.250000 Penalty: 4642.287109
	Iteration 10Q: 3 clusters Score -1570382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1570418.375000 Penalty: 4642.287109
	Iteration 11Q: 3 clusters Score -1570418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1570451.000000 Penalty: 4642.287109
	Iteration 12Q: 3 clusters Score -1570451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1570481.625000 Penalty: 4642.287109
	Iteration 13Q: 3 clusters Score -1570482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1570513.875000 Penalty: 4642.287109
	Iteration 14Q: 3 clusters Score -1570514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1570549.500000 Penalty: 4642.287109
	Iteration 15Q: 3 clusters Score -1570550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1570584.875000 Penalty: 4642.287109
	Iteration 16Q: 3 clusters Score -1570585 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1570616.625000 Penalty: 4642.287109
	Iteration 17Q: 3 clusters Score -1570617 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1570647.375000 Penalty: 4642.287109
	Iteration 18Q: 3 clusters Score -1570647 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1570687.625000 Penalty: 4642.287109
	Iteration 19Q: 3 clusters Score -1570688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1570722.750000 Penalty: 4642.287109
	Iteration 20F: 3 clusters Score -1570723 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1570756.125000 Penalty: 4642.287109
	Iteration 21Q: 3 clusters Score -1570756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1570789.750000 Penalty: 4642.287109
	Iteration 22Q: 3 clusters Score -1570790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1570830.500000 Penalty: 4642.287109
	Iteration 23Q: 3 clusters Score -1570830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1570871.750000 Penalty: 4642.287109
	Iteration 24Q: 3 clusters Score -1570872 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1570920.500000 Penalty: 4642.287109
	Iteration 25Q: 3 clusters Score -1570920 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1570977.125000 Penalty: 4642.287109
	Iteration 26Q: 3 clusters Score -1570977 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1571031.375000 Penalty: 4642.287109
	Iteration 27Q: 3 clusters Score -1571031 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1571085.000000 Penalty: 4642.287109
	Iteration 28Q: 3 clusters Score -1571085 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1571131.750000 Penalty: 4642.287109
	Iteration 29Q: 3 clusters Score -1571132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1571167.375000 Penalty: 4642.287109
	Iteration 30Q: 3 clusters Score -1571167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1571211.000000 Penalty: 4642.287109
	Iteration 31Q: 3 clusters Score -1571211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1571245.250000 Penalty: 4642.287109
	Iteration 32Q: 3 clusters Score -1571245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1571274.375000 Penalty: 4642.287109
	Iteration 33Q: 3 clusters Score -1571274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1571317.125000 Penalty: 4642.287109
	Iteration 34Q: 3 clusters Score -1571317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1571347.250000 Penalty: 4642.287109
	Iteration 35Q: 3 clusters Score -1571347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1571373.625000 Penalty: 4642.287109
	Iteration 36Q: 3 clusters Score -1571374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1571414.125000 Penalty: 4642.287109
	Iteration 37Q: 3 clusters Score -1571414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1571448.125000 Penalty: 4642.287109
	Iteration 38Q: 3 clusters Score -1571448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1571476.500000 Penalty: 4642.287109
	Iteration 39Q: 3 clusters Score -1571476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1571497.875000 Penalty: 4642.287109
	Iteration 40F: 3 clusters Score -1571498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1571529.625000 Penalty: 4642.287109
	Iteration 41Q: 3 clusters Score -1571530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1571543.000000 Penalty: 4642.287109
	Iteration 42Q: 3 clusters Score -1571543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1571555.625000 Penalty: 4642.287109
	Iteration 43Q: 3 clusters Score -1571556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1571568.375000 Penalty: 4642.287109
	Iteration 44Q: 3 clusters Score -1571568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1571572.625000 Penalty: 4642.287109
	Iteration 45Q: 3 clusters Score -1571573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1571583.000000 Penalty: 4642.287109
	Iteration 46Q: 3 clusters Score -1571583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1571589.000000 Penalty: 4642.287109
	Iteration 47Q: 3 clusters Score -1571589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1571592.750000 Penalty: 4642.287109
	Iteration 48Q: 3 clusters Score -1571593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1571596.000000 Penalty: 4642.287109
	Iteration 49Q: 3 clusters Score -1571596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1571600.000000 Penalty: 4642.287109
	Iteration 50Q: 3 clusters Score -1571600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1571600.500000 Penalty: 4642.287109
	Iteration 51Q: 3 clusters Score -1571600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1571600.250000 Penalty: 4642.287109
	Iteration 52Q: 3 clusters Score -1571600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1571602.375000 Penalty: 4642.287109
	Iteration 53Q: 3 clusters Score -1571602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1571601.875000 Penalty: 4642.287109
	Iteration 54Q: 3 clusters Score -1571602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1571601.250000 Penalty: 4642.287109
	Iteration 55Q: 3 clusters Score -1571601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1571602.625000 Penalty: 4642.287109
	Iteration 56Q: 3 clusters Score -1571603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1571600.500000 Penalty: 4642.287109
	Iteration 57Q: 3 clusters Score -1571600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1571601.125000 Penalty: 4642.287109
	Iteration 58Q: 3 clusters Score -1571601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1571601.125000 Penalty: 4642.287109
	Iteration 59F: 3 clusters Score -1571601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 10446 members 
Entering Unmasked Estep 
Score: -151877424.000000 Penalty: 195284.437500
Splitting cluster 4 changes total score from -151877984.000000 to -151877424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74148.687500 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74148.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72735.750000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -72735.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73032.265625 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73032.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73185.148438 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73185.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73283.789062 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -73283.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73428.773438 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -73428.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73575.429688 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -73575.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73714.312500 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -73714.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73818.046875 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -73818.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73891.882812 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -73891.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73931.843750 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -73931.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73964.078125 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -73964.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73995.078125 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -73995.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74019.632812 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -74019.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74021.625000 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -74021.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74026.296875 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -74026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74036.976562 Penalty: 3140.425049
	Iteration 15F: 3 clusters Score -74036.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74075.601562 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -74075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74079.625000 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -74079.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74080.906250 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -74080.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74080.906250 Penalty: 3140.425049
	Iteration 19F: 3 clusters Score -74080.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Entering Unmasked Estep 
Score: -12631031.000000 Penalty: 2797.923828
	Iteration 0F: 2 clusters Score -1.263103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12580591.000000 Penalty: 5595.847656
	Iteration 0F: 3 clusters Score -1.258059e+07 nChanged 37272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -12601724.000000 Penalty: 5595.847656
	Iteration 1F: 3 clusters Score -1.260172e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -12602632.000000 Penalty: 5595.847656
	Iteration 2Q: 3 clusters Score -1.260263e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -12603808.000000 Penalty: 5595.847656
	Iteration 3Q: 3 clusters Score -1.260381e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -12605777.000000 Penalty: 5595.847656
	Iteration 4F: 3 clusters Score -1.260578e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -12608915.000000 Penalty: 5595.847656
	Iteration 5F: 3 clusters Score -1.260892e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -12613177.000000 Penalty: 5595.847656
	Iteration 6F: 3 clusters Score -1.261318e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -12618069.000000 Penalty: 5595.847656
	Iteration 7F: 3 clusters Score -1.261807e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -12622451.000000 Penalty: 5595.847656
	Iteration 8F: 3 clusters Score -1.262245e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -12625515.000000 Penalty: 5595.847656
	Iteration 9Q: 3 clusters Score -1.262552e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12627227.000000 Penalty: 5595.847656
	Iteration 10Q: 3 clusters Score -1.262723e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12627962.000000 Penalty: 5595.847656
	Iteration 11Q: 3 clusters Score -1.262796e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12628205.000000 Penalty: 5595.847656
	Iteration 12Q: 3 clusters Score -1.26282e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12628356.000000 Penalty: 5595.847656
	Iteration 13Q: 3 clusters Score -1.262836e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12628469.000000 Penalty: 5595.847656
	Iteration 14Q: 3 clusters Score -1.262847e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -12628509.000000 Penalty: 5595.847656
	Iteration 15Q: 3 clusters Score -1.262851e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -12628533.000000 Penalty: 5595.847656
	Iteration 16Q: 3 clusters Score -1.262853e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12628575.000000 Penalty: 5595.847656
	Iteration 17Q: 3 clusters Score -1.262858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12628604.000000 Penalty: 5595.847656
	Iteration 18Q: 3 clusters Score -1.26286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12628624.000000 Penalty: 5595.847656
	Iteration 19Q: 3 clusters Score -1.262862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12628638.000000 Penalty: 5595.847656
	Iteration 20F: 3 clusters Score -1.262864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -12628643.000000 Penalty: 5595.847656
	Iteration 21Q: 3 clusters Score -1.262864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12628656.000000 Penalty: 5595.847656
	Iteration 22Q: 3 clusters Score -1.262866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12628665.000000 Penalty: 5595.847656
	Iteration 23Q: 3 clusters Score -1.262866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12628658.000000 Penalty: 5595.847656
	Iteration 24Q: 3 clusters Score -1.262866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12628659.000000 Penalty: 5595.847656
	Iteration 25Q: 3 clusters Score -1.262866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12628664.000000 Penalty: 5595.847656
	Iteration 26Q: 3 clusters Score -1.262866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -12628667.000000 Penalty: 5595.847656
	Iteration 27Q: 3 clusters Score -1.262867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12628667.000000 Penalty: 5595.847656
	Iteration 28Q: 3 clusters Score -1.262867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12628676.000000 Penalty: 5595.847656
	Iteration 29Q: 3 clusters Score -1.262868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12628671.000000 Penalty: 5595.847656
	Iteration 30Q: 3 clusters Score -1.262867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12628672.000000 Penalty: 5595.847656
	Iteration 31Q: 3 clusters Score -1.262867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12628672.000000 Penalty: 5595.847656
	Iteration 32Q: 3 clusters Score -1.262867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12628672.000000 Penalty: 5595.847656
	Iteration 33F: 3 clusters Score -1.262867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (82081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Entering Unmasked Estep 
Score: -13098401.000000 Penalty: 2806.234619
	Iteration 0F: 2 clusters Score -1.30984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -13046390.000000 Penalty: 5612.469238
	Iteration 0F: 3 clusters Score -1.304639e+07 nChanged 38529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -13068205.000000 Penalty: 5612.469238
	Iteration 1F: 3 clusters Score -1.30682e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -13068988.000000 Penalty: 5612.469238
	Iteration 2Q: 3 clusters Score -1.306899e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -13069839.000000 Penalty: 5612.469238
	Iteration 3Q: 3 clusters Score -1.306984e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -13071021.000000 Penalty: 5612.469238
	Iteration 4Q: 3 clusters Score -1.307102e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -13072635.000000 Penalty: 5612.469238
	Iteration 5Q: 3 clusters Score -1.307264e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -13075066.000000 Penalty: 5612.469238
	Iteration 6F: 3 clusters Score -1.307507e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -13078285.000000 Penalty: 5612.469238
	Iteration 7F: 3 clusters Score -1.307828e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -13082583.000000 Penalty: 5612.469238
	Iteration 8F: 3 clusters Score -1.308258e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -13087300.000000 Penalty: 5612.469238
	Iteration 9F: 3 clusters Score -1.30873e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -13091186.000000 Penalty: 5612.469238
	Iteration 10F: 3 clusters Score -1.309119e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -13093829.000000 Penalty: 5612.469238
	Iteration 11Q: 3 clusters Score -1.309383e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -13094961.000000 Penalty: 5612.469238
	Iteration 12Q: 3 clusters Score -1.309496e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -13095542.000000 Penalty: 5612.469238
	Iteration 13Q: 3 clusters Score -1.309554e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -13095878.000000 Penalty: 5612.469238
	Iteration 14Q: 3 clusters Score -1.309588e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -13096009.000000 Penalty: 5612.469238
	Iteration 15Q: 3 clusters Score -1.309601e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -13096106.000000 Penalty: 5612.469238
	Iteration 16Q: 3 clusters Score -1.309611e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -13096176.000000 Penalty: 5612.469238
	Iteration 17Q: 3 clusters Score -1.309618e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -13096207.000000 Penalty: 5612.469238
	Iteration 18Q: 3 clusters Score -1.309621e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -13096230.000000 Penalty: 5612.469238
	Iteration 19Q: 3 clusters Score -1.309623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -13096231.000000 Penalty: 5612.469238
	Iteration 20F: 3 clusters Score -1.309623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -13096241.000000 Penalty: 5612.469238
	Iteration 21Q: 3 clusters Score -1.309624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -13096251.000000 Penalty: 5612.469238
	Iteration 22Q: 3 clusters Score -1.309625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -13096261.000000 Penalty: 5612.469238
	Iteration 23Q: 3 clusters Score -1.309626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -13096271.000000 Penalty: 5612.469238
	Iteration 24Q: 3 clusters Score -1.309627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -13096270.000000 Penalty: 5612.469238
	Iteration 25Q: 3 clusters Score -1.309627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -13096266.000000 Penalty: 5612.469238
	Iteration 26Q: 3 clusters Score -1.309627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -13096270.000000 Penalty: 5612.469238
	Iteration 27Q: 3 clusters Score -1.309627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -13096289.000000 Penalty: 5612.469238
	Iteration 28Q: 3 clusters Score -1.309629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -13096288.000000 Penalty: 5612.469238
	Iteration 29Q: 3 clusters Score -1.309629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -13096291.000000 Penalty: 5612.469238
	Iteration 30Q: 3 clusters Score -1.309629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -13096288.000000 Penalty: 5612.469238
	Iteration 31Q: 3 clusters Score -1.309629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -13096288.000000 Penalty: 5612.469238
	Iteration 32Q: 3 clusters Score -1.309629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -13096290.000000 Penalty: 5612.469238
	Iteration 33Q: 3 clusters Score -1.309629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -13096290.000000 Penalty: 5612.469238
	Iteration 34Q: 3 clusters Score -1.309629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -13096294.000000 Penalty: 5612.469238
	Iteration 35Q: 3 clusters Score -1.309629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -13096285.000000 Penalty: 5612.469238
	Iteration 36Q: 3 clusters Score -1.309628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -13096289.000000 Penalty: 5612.469238
	Iteration 37Q: 3 clusters Score -1.309629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -13096280.000000 Penalty: 5612.469238
	Iteration 38Q: 3 clusters Score -1.309628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -13096274.000000 Penalty: 5612.469238
	Iteration 39Q: 3 clusters Score -1.309627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -13096270.000000 Penalty: 5612.469238
	Iteration 40F: 3 clusters Score -1.309627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -13096271.000000 Penalty: 5612.469238
	Iteration 41Q: 3 clusters Score -1.309627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -13096269.000000 Penalty: 5612.469238
	Iteration 42Q: 3 clusters Score -1.309627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -13096264.000000 Penalty: 5612.469238
	Iteration 43Q: 3 clusters Score -1.309626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -13096264.000000 Penalty: 5612.469238
	Iteration 44Q: 3 clusters Score -1.309626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -13096264.000000 Penalty: 5612.469238
	Iteration 45F: 3 clusters Score -1.309626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -223179.406250 Penalty: 1809.678589
	Iteration 0F: 2 clusters Score -223179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -220908.875000 Penalty: 3619.357178
	Iteration 0F: 3 clusters Score -220908.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221321.734375 Penalty: 3619.357178
	Iteration 1F: 3 clusters Score -221321.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -221497.515625 Penalty: 3619.357178
	Iteration 2F: 3 clusters Score -221497.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -221574.875000 Penalty: 3619.357178
	Iteration 3Q: 3 clusters Score -221574.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221635.515625 Penalty: 3619.357178
	Iteration 4Q: 3 clusters Score -221635.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -221673.187500 Penalty: 3619.357178
	Iteration 5Q: 3 clusters Score -221673.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -221699.546875 Penalty: 3619.357178
	Iteration 6Q: 3 clusters Score -221699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -221718.265625 Penalty: 3619.357178
	Iteration 7Q: 3 clusters Score -221718.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -221729.390625 Penalty: 3619.357178
	Iteration 8Q: 3 clusters Score -221729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -221745.625000 Penalty: 3619.357178
	Iteration 9Q: 3 clusters Score -221745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -221766.296875 Penalty: 3619.357178
	Iteration 10Q: 3 clusters Score -221766.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -221782.796875 Penalty: 3619.357178
	Iteration 11Q: 3 clusters Score -221782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -221793.140625 Penalty: 3619.357178
	Iteration 12Q: 3 clusters Score -221793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -221812.078125 Penalty: 3619.357178
	Iteration 13Q: 3 clusters Score -221812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -221824.859375 Penalty: 3619.357178
	Iteration 14Q: 3 clusters Score -221824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221830.859375 Penalty: 3619.357178
	Iteration 15Q: 3 clusters Score -221830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -221835.046875 Penalty: 3619.357178
	Iteration 16Q: 3 clusters Score -221835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -221837.703125 Penalty: 3619.357178
	Iteration 17Q: 3 clusters Score -221837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -221842.453125 Penalty: 3619.357178
	Iteration 18Q: 3 clusters Score -221842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -221846.531250 Penalty: 3619.357178
	Iteration 19Q: 3 clusters Score -221846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -221849.046875 Penalty: 3619.357178
	Iteration 20F: 3 clusters Score -221849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -221853.031250 Penalty: 3619.357178
	Iteration 21Q: 3 clusters Score -221853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -221858.468750 Penalty: 3619.357178
	Iteration 22Q: 3 clusters Score -221858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -221866.750000 Penalty: 3619.357178
	Iteration 23Q: 3 clusters Score -221866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -221873.296875 Penalty: 3619.357178
	Iteration 24Q: 3 clusters Score -221873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -221881.390625 Penalty: 3619.357178
	Iteration 25Q: 3 clusters Score -221881.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -221896.171875 Penalty: 3619.357178
	Iteration 26Q: 3 clusters Score -221896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -221908.109375 Penalty: 3619.357178
	Iteration 27Q: 3 clusters Score -221908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -221916.390625 Penalty: 3619.357178
	Iteration 28Q: 3 clusters Score -221916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -221921.562500 Penalty: 3619.357178
	Iteration 29Q: 3 clusters Score -221921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -221923.875000 Penalty: 3619.357178
	Iteration 30Q: 3 clusters Score -221923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -221926.890625 Penalty: 3619.357178
	Iteration 31Q: 3 clusters Score -221926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -221929.406250 Penalty: 3619.357178
	Iteration 32Q: 3 clusters Score -221929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -221930.578125 Penalty: 3619.357178
	Iteration 33Q: 3 clusters Score -221930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221931.671875 Penalty: 3619.357178
	Iteration 34Q: 3 clusters Score -221931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221933.781250 Penalty: 3619.357178
	Iteration 35Q: 3 clusters Score -221933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -221936.015625 Penalty: 3619.357178
	Iteration 36Q: 3 clusters Score -221936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -221938.906250 Penalty: 3619.357178
	Iteration 37Q: 3 clusters Score -221938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -221941.234375 Penalty: 3619.357178
	Iteration 38Q: 3 clusters Score -221941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -221941.234375 Penalty: 3619.357178
	Iteration 39F: 3 clusters Score -221941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Entering Unmasked Estep 
Score: -7807580.000000 Penalty: 2681.017822
	Iteration 0F: 2 clusters Score -7807580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -7774276.500000 Penalty: 5362.035645
	Iteration 0F: 3 clusters Score -7774276 nChanged 22944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -7786853.500000 Penalty: 5362.035645
	Iteration 1F: 3 clusters Score -7786854 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -7787480.000000 Penalty: 5362.035645
	Iteration 2Q: 3 clusters Score -7787480 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -7788047.500000 Penalty: 5362.035645
	Iteration 3Q: 3 clusters Score -7788048 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -7788623.000000 Penalty: 5362.035645
	Iteration 4Q: 3 clusters Score -7788623 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -7789144.500000 Penalty: 5362.035645
	Iteration 5Q: 3 clusters Score -7789144 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -7789681.500000 Penalty: 5362.035645
	Iteration 6Q: 3 clusters Score -7789682 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -7790275.000000 Penalty: 5362.035645
	Iteration 7Q: 3 clusters Score -7790275 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -7790889.000000 Penalty: 5362.035645
	Iteration 8Q: 3 clusters Score -7790889 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -7791537.500000 Penalty: 5362.035645
	Iteration 9Q: 3 clusters Score -7791538 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -7792228.500000 Penalty: 5362.035645
	Iteration 10Q: 3 clusters Score -7792228 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -7793175.000000 Penalty: 5362.035645
	Iteration 11Q: 3 clusters Score -7793175 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -7794206.000000 Penalty: 5362.035645
	Iteration 12Q: 3 clusters Score -7794206 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -7795480.000000 Penalty: 5362.035645
	Iteration 13Q: 3 clusters Score -7795480 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -7796745.500000 Penalty: 5362.035645
	Iteration 14Q: 3 clusters Score -7796746 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -7797636.500000 Penalty: 5362.035645
	Iteration 15Q: 3 clusters Score -7797636 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -7798032.500000 Penalty: 5362.035645
	Iteration 16Q: 3 clusters Score -7798032 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7798346.500000 Penalty: 5362.035645
	Iteration 17Q: 3 clusters Score -7798346 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -7798547.000000 Penalty: 5362.035645
	Iteration 18Q: 3 clusters Score -7798547 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -7798751.000000 Penalty: 5362.035645
	Iteration 19Q: 3 clusters Score -7798751 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -7798929.000000 Penalty: 5362.035645
	Iteration 20F: 3 clusters Score -7798929 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -7799121.000000 Penalty: 5362.035645
	Iteration 21Q: 3 clusters Score -7799121 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -7799386.500000 Penalty: 5362.035645
	Iteration 22Q: 3 clusters Score -7799386 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -7799657.000000 Penalty: 5362.035645
	Iteration 23Q: 3 clusters Score -7799657 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7799945.500000 Penalty: 5362.035645
	Iteration 24Q: 3 clusters Score -7799946 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -7800321.000000 Penalty: 5362.035645
	Iteration 25Q: 3 clusters Score -7800321 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -7800663.500000 Penalty: 5362.035645
	Iteration 26Q: 3 clusters Score -7800664 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -7801142.000000 Penalty: 5362.035645
	Iteration 27Q: 3 clusters Score -7801142 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -7801619.500000 Penalty: 5362.035645
	Iteration 28Q: 3 clusters Score -7801620 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7802085.000000 Penalty: 5362.035645
	Iteration 29Q: 3 clusters Score -7802085 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -7802448.000000 Penalty: 5362.035645
	Iteration 30Q: 3 clusters Score -7802448 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -7802758.000000 Penalty: 5362.035645
	Iteration 31Q: 3 clusters Score -7802758 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -7802964.000000 Penalty: 5362.035645
	Iteration 32Q: 3 clusters Score -7802964 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7803102.000000 Penalty: 5362.035645
	Iteration 33Q: 3 clusters Score -7803102 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7803200.000000 Penalty: 5362.035645
	Iteration 34Q: 3 clusters Score -7803200 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7803316.500000 Penalty: 5362.035645
	Iteration 35Q: 3 clusters Score -7803316 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -7803386.000000 Penalty: 5362.035645
	Iteration 36Q: 3 clusters Score -7803386 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -7803446.500000 Penalty: 5362.035645
	Iteration 37Q: 3 clusters Score -7803446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7803505.500000 Penalty: 5362.035645
	Iteration 38Q: 3 clusters Score -7803506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -7803513.000000 Penalty: 5362.035645
	Iteration 39Q: 3 clusters Score -7803513 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7803594.500000 Penalty: 5362.035645
	Iteration 40F: 3 clusters Score -7803594 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7803628.000000 Penalty: 5362.035645
	Iteration 41Q: 3 clusters Score -7803628 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7803652.000000 Penalty: 5362.035645
	Iteration 42Q: 3 clusters Score -7803652 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -7803681.500000 Penalty: 5362.035645
	Iteration 43Q: 3 clusters Score -7803682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -7803733.000000 Penalty: 5362.035645
	Iteration 44Q: 3 clusters Score -7803733 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -7803770.500000 Penalty: 5362.035645
	Iteration 45Q: 3 clusters Score -7803770 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7803801.500000 Penalty: 5362.035645
	Iteration 46Q: 3 clusters Score -7803802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7803818.500000 Penalty: 5362.035645
	Iteration 47Q: 3 clusters Score -7803818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7803859.000000 Penalty: 5362.035645
	Iteration 48Q: 3 clusters Score -7803859 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7803889.500000 Penalty: 5362.035645
	Iteration 49Q: 3 clusters Score -7803890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -7803904.500000 Penalty: 5362.035645
	Iteration 50Q: 3 clusters Score -7803904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7803892.500000 Penalty: 5362.035645
	Iteration 51Q: 3 clusters Score -7803892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7803919.000000 Penalty: 5362.035645
	Iteration 52Q: 3 clusters Score -7803919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7803929.000000 Penalty: 5362.035645
	Iteration 53Q: 3 clusters Score -7803929 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -7803938.500000 Penalty: 5362.035645
	Iteration 54Q: 3 clusters Score -7803938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -7803936.500000 Penalty: 5362.035645
	Iteration 55Q: 3 clusters Score -7803936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -7803932.000000 Penalty: 5362.035645
	Iteration 56Q: 3 clusters Score -7803932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7803929.500000 Penalty: 5362.035645
	Iteration 57Q: 3 clusters Score -7803930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -7803953.000000 Penalty: 5362.035645
	Iteration 58Q: 3 clusters Score -7803953 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7803973.000000 Penalty: 5362.035645
	Iteration 59Q: 3 clusters Score -7803973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7803989.000000 Penalty: 5362.035645
	Iteration 60F: 3 clusters Score -7803989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -7804016.500000 Penalty: 5362.035645
	Iteration 61Q: 3 clusters Score -7804016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -7804000.500000 Penalty: 5362.035645
	Iteration 62Q: 3 clusters Score -7804000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7803999.000000 Penalty: 5362.035645
	Iteration 63Q: 3 clusters Score -7803999 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -7804018.000000 Penalty: 5362.035645
	Iteration 64Q: 3 clusters Score -7804018 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -7804056.000000 Penalty: 5362.035645
	Iteration 65Q: 3 clusters Score -7804056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -7804066.000000 Penalty: 5362.035645
	Iteration 66Q: 3 clusters Score -7804066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -7804062.000000 Penalty: 5362.035645
	Iteration 67Q: 3 clusters Score -7804062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -7804085.000000 Penalty: 5362.035645
	Iteration 68Q: 3 clusters Score -7804085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7804099.000000 Penalty: 5362.035645
	Iteration 69Q: 3 clusters Score -7804099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7804122.500000 Penalty: 5362.035645
	Iteration 70Q: 3 clusters Score -7804122 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -7804150.000000 Penalty: 5362.035645
	Iteration 71Q: 3 clusters Score -7804150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -7804182.500000 Penalty: 5362.035645
	Iteration 72Q: 3 clusters Score -7804182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -7804164.000000 Penalty: 5362.035645
	Iteration 73Q: 3 clusters Score -7804164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -7804179.500000 Penalty: 5362.035645
	Iteration 74Q: 3 clusters Score -7804180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -7804182.500000 Penalty: 5362.035645
	Iteration 75Q: 3 clusters Score -7804182 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -7804228.500000 Penalty: 5362.035645
	Iteration 76Q: 3 clusters Score -7804228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -7804247.000000 Penalty: 5362.035645
	Iteration 77Q: 3 clusters Score -7804247 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -7804279.500000 Penalty: 5362.035645
	Iteration 78Q: 3 clusters Score -7804280 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -7804289.000000 Penalty: 5362.035645
	Iteration 79Q: 3 clusters Score -7804289 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -7804281.500000 Penalty: 5362.035645
	Iteration 80F: 3 clusters Score -7804282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -7804304.500000 Penalty: 5362.035645
	Iteration 81Q: 3 clusters Score -7804304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -7804318.000000 Penalty: 5362.035645
	Iteration 82Q: 3 clusters Score -7804318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -7804347.000000 Penalty: 5362.035645
	Iteration 83Q: 3 clusters Score -7804347 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7804357.000000 Penalty: 5362.035645
	Iteration 84Q: 3 clusters Score -7804357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -7804358.000000 Penalty: 5362.035645
	Iteration 85Q: 3 clusters Score -7804358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -7804381.000000 Penalty: 5362.035645
	Iteration 86Q: 3 clusters Score -7804381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -7804394.500000 Penalty: 5362.035645
	Iteration 87Q: 3 clusters Score -7804394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -7804408.000000 Penalty: 5362.035645
	Iteration 88Q: 3 clusters Score -7804408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -7804407.000000 Penalty: 5362.035645
	Iteration 89Q: 3 clusters Score -7804407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -7804431.000000 Penalty: 5362.035645
	Iteration 90Q: 3 clusters Score -7804431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -7804439.000000 Penalty: 5362.035645
	Iteration 91Q: 3 clusters Score -7804439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -7804445.500000 Penalty: 5362.035645
	Iteration 92Q: 3 clusters Score -7804446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -7804432.000000 Penalty: 5362.035645
	Iteration 93Q: 3 clusters Score -7804432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -7804460.000000 Penalty: 5362.035645
	Iteration 94Q: 3 clusters Score -7804460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -7804470.000000 Penalty: 5362.035645
	Iteration 95Q: 3 clusters Score -7804470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -7804494.000000 Penalty: 5362.035645
	Iteration 96Q: 3 clusters Score -7804494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -7804502.500000 Penalty: 5362.035645
	Iteration 97Q: 3 clusters Score -7804502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -7804527.000000 Penalty: 5362.035645
	Iteration 98Q: 3 clusters Score -7804527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -7804545.000000 Penalty: 5362.035645
	Iteration 99Q: 3 clusters Score -7804545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -7804551.500000 Penalty: 5362.035645
	Iteration 100F: 3 clusters Score -7804552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -7804576.500000 Penalty: 5362.035645
	Iteration 101Q: 3 clusters Score -7804576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -7804565.000000 Penalty: 5362.035645
	Iteration 102Q: 3 clusters Score -7804565 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -7804599.500000 Penalty: 5362.035645
	Iteration 103Q: 3 clusters Score -7804600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -7804592.500000 Penalty: 5362.035645
	Iteration 104Q: 3 clusters Score -7804592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -7804613.500000 Penalty: 5362.035645
	Iteration 105Q: 3 clusters Score -7804614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -7804628.500000 Penalty: 5362.035645
	Iteration 106Q: 3 clusters Score -7804628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -7804626.000000 Penalty: 5362.035645
	Iteration 107Q: 3 clusters Score -7804626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -7804657.000000 Penalty: 5362.035645
	Iteration 108Q: 3 clusters Score -7804657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -7804663.000000 Penalty: 5362.035645
	Iteration 109Q: 3 clusters Score -7804663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -7804677.000000 Penalty: 5362.035645
	Iteration 110Q: 3 clusters Score -7804677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -7804685.000000 Penalty: 5362.035645
	Iteration 111Q: 3 clusters Score -7804685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -7804692.500000 Penalty: 5362.035645
	Iteration 112Q: 3 clusters Score -7804692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -7804690.500000 Penalty: 5362.035645
	Iteration 113Q: 3 clusters Score -7804690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -7804696.500000 Penalty: 5362.035645
	Iteration 114Q: 3 clusters Score -7804696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -7804702.500000 Penalty: 5362.035645
	Iteration 115Q: 3 clusters Score -7804702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -7804708.500000 Penalty: 5362.035645
	Iteration 116Q: 3 clusters Score -7804708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -7804722.500000 Penalty: 5362.035645
	Iteration 117Q: 3 clusters Score -7804722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -7804717.000000 Penalty: 5362.035645
	Iteration 118Q: 3 clusters Score -7804717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -7804732.000000 Penalty: 5362.035645
	Iteration 119Q: 3 clusters Score -7804732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -7804733.500000 Penalty: 5362.035645
	Iteration 120F: 3 clusters Score -7804734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -7804723.000000 Penalty: 5362.035645
	Iteration 121Q: 3 clusters Score -7804723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -7804742.000000 Penalty: 5362.035645
	Iteration 122Q: 3 clusters Score -7804742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -7804744.000000 Penalty: 5362.035645
	Iteration 123Q: 3 clusters Score -7804744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -7804753.500000 Penalty: 5362.035645
	Iteration 124Q: 3 clusters Score -7804754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -7804770.500000 Penalty: 5362.035645
	Iteration 125Q: 3 clusters Score -7804770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -7804770.500000 Penalty: 5362.035645
	Iteration 126Q: 3 clusters Score -7804770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -7804795.000000 Penalty: 5362.035645
	Iteration 127Q: 3 clusters Score -7804795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -7804797.000000 Penalty: 5362.035645
	Iteration 128Q: 3 clusters Score -7804797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -7804792.500000 Penalty: 5362.035645
	Iteration 129Q: 3 clusters Score -7804792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -7804817.500000 Penalty: 5362.035645
	Iteration 130Q: 3 clusters Score -7804818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -7804821.500000 Penalty: 5362.035645
	Iteration 131Q: 3 clusters Score -7804822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -7804825.500000 Penalty: 5362.035645
	Iteration 132Q: 3 clusters Score -7804826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -7804823.500000 Penalty: 5362.035645
	Iteration 133Q: 3 clusters Score -7804824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -7804841.000000 Penalty: 5362.035645
	Iteration 134Q: 3 clusters Score -7804841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -7804844.000000 Penalty: 5362.035645
	Iteration 135Q: 3 clusters Score -7804844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -7804841.000000 Penalty: 5362.035645
	Iteration 136Q: 3 clusters Score -7804841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -7804864.000000 Penalty: 5362.035645
	Iteration 137Q: 3 clusters Score -7804864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -7804873.500000 Penalty: 5362.035645
	Iteration 138Q: 3 clusters Score -7804874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -7804875.000000 Penalty: 5362.035645
	Iteration 139Q: 3 clusters Score -7804875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -7804880.000000 Penalty: 5362.035645
	Iteration 140F: 3 clusters Score -7804880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -7804883.000000 Penalty: 5362.035645
	Iteration 141Q: 3 clusters Score -7804883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -7804891.500000 Penalty: 5362.035645
	Iteration 142Q: 3 clusters Score -7804892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -7804885.000000 Penalty: 5362.035645
	Iteration 143Q: 3 clusters Score -7804885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -7804891.000000 Penalty: 5362.035645
	Iteration 144Q: 3 clusters Score -7804891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -7804908.000000 Penalty: 5362.035645
	Iteration 145Q: 3 clusters Score -7804908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -7804915.500000 Penalty: 5362.035645
	Iteration 146Q: 3 clusters Score -7804916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -7804919.000000 Penalty: 5362.035645
	Iteration 147Q: 3 clusters Score -7804919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -7804922.500000 Penalty: 5362.035645
	Iteration 148Q: 3 clusters Score -7804922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -7804928.000000 Penalty: 5362.035645
	Iteration 149Q: 3 clusters Score -7804928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -7804938.000000 Penalty: 5362.035645
	Iteration 150Q: 3 clusters Score -7804938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -7804943.500000 Penalty: 5362.035645
	Iteration 151Q: 3 clusters Score -7804944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -7804952.000000 Penalty: 5362.035645
	Iteration 152Q: 3 clusters Score -7804952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -7804969.500000 Penalty: 5362.035645
	Iteration 153Q: 3 clusters Score -7804970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -7804962.000000 Penalty: 5362.035645
	Iteration 154Q: 3 clusters Score -7804962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -7804965.500000 Penalty: 5362.035645
	Iteration 155Q: 3 clusters Score -7804966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -7804984.000000 Penalty: 5362.035645
	Iteration 156Q: 3 clusters Score -7804984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -7804995.000000 Penalty: 5362.035645
	Iteration 157Q: 3 clusters Score -7804995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -7805012.000000 Penalty: 5362.035645
	Iteration 158Q: 3 clusters Score -7805012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -7805030.500000 Penalty: 5362.035645
	Iteration 159Q: 3 clusters Score -7805030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -7805043.000000 Penalty: 5362.035645
	Iteration 160F: 3 clusters Score -7805043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -7805062.500000 Penalty: 5362.035645
	Iteration 161Q: 3 clusters Score -7805062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -7805062.500000 Penalty: 5362.035645
	Iteration 162Q: 3 clusters Score -7805062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -7805080.500000 Penalty: 5362.035645
	Iteration 163Q: 3 clusters Score -7805080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -7805088.500000 Penalty: 5362.035645
	Iteration 164Q: 3 clusters Score -7805088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -7805092.000000 Penalty: 5362.035645
	Iteration 165Q: 3 clusters Score -7805092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -7805089.000000 Penalty: 5362.035645
	Iteration 166Q: 3 clusters Score -7805089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -7805101.000000 Penalty: 5362.035645
	Iteration 167Q: 3 clusters Score -7805101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -7805104.000000 Penalty: 5362.035645
	Iteration 168Q: 3 clusters Score -7805104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -7805101.500000 Penalty: 5362.035645
	Iteration 169Q: 3 clusters Score -7805102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -7805111.500000 Penalty: 5362.035645
	Iteration 170Q: 3 clusters Score -7805112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -7805111.000000 Penalty: 5362.035645
	Iteration 171Q: 3 clusters Score -7805111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -7805118.000000 Penalty: 5362.035645
	Iteration 172Q: 3 clusters Score -7805118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -7805128.000000 Penalty: 5362.035645
	Iteration 173Q: 3 clusters Score -7805128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -7805135.500000 Penalty: 5362.035645
	Iteration 174Q: 3 clusters Score -7805136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -7805142.500000 Penalty: 5362.035645
	Iteration 175Q: 3 clusters Score -7805142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -7805151.000000 Penalty: 5362.035645
	Iteration 176Q: 3 clusters Score -7805151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -7805141.000000 Penalty: 5362.035645
	Iteration 177Q: 3 clusters Score -7805141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -7805155.500000 Penalty: 5362.035645
	Iteration 178Q: 3 clusters Score -7805156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -7805164.000000 Penalty: 5362.035645
	Iteration 179Q: 3 clusters Score -7805164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -7805164.500000 Penalty: 5362.035645
	Iteration 180F: 3 clusters Score -7805164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -7805169.000000 Penalty: 5362.035645
	Iteration 181Q: 3 clusters Score -7805169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -7805174.000000 Penalty: 5362.035645
	Iteration 182Q: 3 clusters Score -7805174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -7805172.500000 Penalty: 5362.035645
	Iteration 183Q: 3 clusters Score -7805172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -7805182.000000 Penalty: 5362.035645
	Iteration 184Q: 3 clusters Score -7805182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -7805190.500000 Penalty: 5362.035645
	Iteration 185Q: 3 clusters Score -7805190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -7805194.000000 Penalty: 5362.035645
	Iteration 186Q: 3 clusters Score -7805194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -7805191.000000 Penalty: 5362.035645
	Iteration 187Q: 3 clusters Score -7805191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -7805192.000000 Penalty: 5362.035645
	Iteration 188Q: 3 clusters Score -7805192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -7805199.500000 Penalty: 5362.035645
	Iteration 189Q: 3 clusters Score -7805200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -7805204.000000 Penalty: 5362.035645
	Iteration 190Q: 3 clusters Score -7805204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 191Q: 3 clusters Score -7805204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7805199.500000 Penalty: 5362.035645
	Iteration 192Q: 3 clusters Score -7805200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 193Q: 3 clusters Score -7805204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -7805207.000000 Penalty: 5362.035645
	Iteration 194Q: 3 clusters Score -7805207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -7805210.000000 Penalty: 5362.035645
	Iteration 195Q: 3 clusters Score -7805210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -7805205.000000 Penalty: 5362.035645
	Iteration 196Q: 3 clusters Score -7805205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 197Q: 3 clusters Score -7805204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -7805205.000000 Penalty: 5362.035645
	Iteration 198Q: 3 clusters Score -7805205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -7805202.500000 Penalty: 5362.035645
	Iteration 199Q: 3 clusters Score -7805202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -7805203.500000 Penalty: 5362.035645
	Iteration 200F: 3 clusters Score -7805204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -7805205.500000 Penalty: 5362.035645
	Iteration 201Q: 3 clusters Score -7805206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -7805200.000000 Penalty: 5362.035645
	Iteration 202Q: 3 clusters Score -7805200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -7805212.500000 Penalty: 5362.035645
	Iteration 203Q: 3 clusters Score -7805212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -7805200.000000 Penalty: 5362.035645
	Iteration 204Q: 3 clusters Score -7805200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -7805198.000000 Penalty: 5362.035645
	Iteration 205Q: 3 clusters Score -7805198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -7805198.500000 Penalty: 5362.035645
	Iteration 206Q: 3 clusters Score -7805198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -7805205.000000 Penalty: 5362.035645
	Iteration 207Q: 3 clusters Score -7805205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 208Q: 3 clusters Score -7805204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 209Q: 3 clusters Score -7805204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -7805203.500000 Penalty: 5362.035645
	Iteration 210Q: 3 clusters Score -7805204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -7805207.000000 Penalty: 5362.035645
	Iteration 211Q: 3 clusters Score -7805207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 212Q: 3 clusters Score -7805204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 5362.035645
	Iteration 213F: 3 clusters Score -7805204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -1240494.750000 Penalty: 2236.636475
	Iteration 0F: 2 clusters Score -1240495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1233957.375000 Penalty: 4473.272949
	Iteration 0F: 3 clusters Score -1233957 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1235866.875000 Penalty: 4473.272949
	Iteration 1F: 3 clusters Score -1235867 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1236187.500000 Penalty: 4473.272949
	Iteration 2F: 3 clusters Score -1236188 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1236413.125000 Penalty: 4473.272949
	Iteration 3F: 3 clusters Score -1236413 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1236627.625000 Penalty: 4473.272949
	Iteration 4Q: 3 clusters Score -1236628 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1236838.875000 Penalty: 4473.272949
	Iteration 5Q: 3 clusters Score -1236839 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1237123.625000 Penalty: 4473.272949
	Iteration 6Q: 3 clusters Score -1237124 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1237471.125000 Penalty: 4473.272949
	Iteration 7F: 3 clusters Score -1237471 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1237851.000000 Penalty: 4473.272949
	Iteration 8F: 3 clusters Score -1237851 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1238191.375000 Penalty: 4473.272949
	Iteration 9Q: 3 clusters Score -1238191 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1238456.000000 Penalty: 4473.272949
	Iteration 10Q: 3 clusters Score -1238456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1238671.000000 Penalty: 4473.272949
	Iteration 11Q: 3 clusters Score -1238671 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1238877.250000 Penalty: 4473.272949
	Iteration 12Q: 3 clusters Score -1238877 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1239045.500000 Penalty: 4473.272949
	Iteration 13Q: 3 clusters Score -1239046 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1239187.625000 Penalty: 4473.272949
	Iteration 14Q: 3 clusters Score -1239188 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1239352.500000 Penalty: 4473.272949
	Iteration 15Q: 3 clusters Score -1239352 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1239493.000000 Penalty: 4473.272949
	Iteration 16Q: 3 clusters Score -1239493 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1239594.500000 Penalty: 4473.272949
	Iteration 17Q: 3 clusters Score -1239594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1239648.250000 Penalty: 4473.272949
	Iteration 18Q: 3 clusters Score -1239648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1239677.125000 Penalty: 4473.272949
	Iteration 19Q: 3 clusters Score -1239677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1239697.250000 Penalty: 4473.272949
	Iteration 20F: 3 clusters Score -1239697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1239720.875000 Penalty: 4473.272949
	Iteration 21Q: 3 clusters Score -1239721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1239748.500000 Penalty: 4473.272949
	Iteration 22Q: 3 clusters Score -1239748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1239774.375000 Penalty: 4473.272949
	Iteration 23Q: 3 clusters Score -1239774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1239802.000000 Penalty: 4473.272949
	Iteration 24Q: 3 clusters Score -1239802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1239836.250000 Penalty: 4473.272949
	Iteration 25Q: 3 clusters Score -1239836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1239876.375000 Penalty: 4473.272949
	Iteration 26Q: 3 clusters Score -1239876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1239922.250000 Penalty: 4473.272949
	Iteration 27Q: 3 clusters Score -1239922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1239967.250000 Penalty: 4473.272949
	Iteration 28Q: 3 clusters Score -1239967 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1240039.500000 Penalty: 4473.272949
	Iteration 29Q: 3 clusters Score -1240040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1240110.875000 Penalty: 4473.272949
	Iteration 30Q: 3 clusters Score -1240111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1240188.375000 Penalty: 4473.272949
	Iteration 31Q: 3 clusters Score -1240188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1240270.750000 Penalty: 4473.272949
	Iteration 32Q: 3 clusters Score -1240271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1240363.750000 Penalty: 4473.272949
	Iteration 33Q: 3 clusters Score -1240364 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1240447.250000 Penalty: 4473.272949
	Iteration 34Q: 3 clusters Score -1240447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1240508.250000 Penalty: 4473.272949
	Iteration 35Q: 3 clusters Score -1240508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1240548.125000 Penalty: 4473.272949
	Iteration 36Q: 3 clusters Score -1240548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1240580.500000 Penalty: 4473.272949
	Iteration 37Q: 3 clusters Score -1240580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1240612.750000 Penalty: 4473.272949
	Iteration 38Q: 3 clusters Score -1240613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1240630.375000 Penalty: 4473.272949
	Iteration 39Q: 3 clusters Score -1240630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1240660.750000 Penalty: 4473.272949
	Iteration 40F: 3 clusters Score -1240661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1240682.875000 Penalty: 4473.272949
	Iteration 41Q: 3 clusters Score -1240683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1240706.125000 Penalty: 4473.272949
	Iteration 42Q: 3 clusters Score -1240706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1240721.250000 Penalty: 4473.272949
	Iteration 43Q: 3 clusters Score -1240721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1240737.125000 Penalty: 4473.272949
	Iteration 44Q: 3 clusters Score -1240737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1240749.250000 Penalty: 4473.272949
	Iteration 45Q: 3 clusters Score -1240749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1240756.250000 Penalty: 4473.272949
	Iteration 46Q: 3 clusters Score -1240756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1240763.000000 Penalty: 4473.272949
	Iteration 47Q: 3 clusters Score -1240763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1240771.375000 Penalty: 4473.272949
	Iteration 48Q: 3 clusters Score -1240771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1240773.500000 Penalty: 4473.272949
	Iteration 49Q: 3 clusters Score -1240774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1240774.875000 Penalty: 4473.272949
	Iteration 50Q: 3 clusters Score -1240775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1240778.125000 Penalty: 4473.272949
	Iteration 51Q: 3 clusters Score -1240778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1240778.500000 Penalty: 4473.272949
	Iteration 52Q: 3 clusters Score -1240778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1240781.500000 Penalty: 4473.272949
	Iteration 53Q: 3 clusters Score -1240782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1240784.250000 Penalty: 4473.272949
	Iteration 54Q: 3 clusters Score -1240784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1240783.250000 Penalty: 4473.272949
	Iteration 55Q: 3 clusters Score -1240783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1240782.375000 Penalty: 4473.272949
	Iteration 56Q: 3 clusters Score -1240782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1240787.125000 Penalty: 4473.272949
	Iteration 57Q: 3 clusters Score -1240787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1240784.250000 Penalty: 4473.272949
	Iteration 58Q: 3 clusters Score -1240784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1240786.500000 Penalty: 4473.272949
	Iteration 59Q: 3 clusters Score -1240786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1240788.250000 Penalty: 4473.272949
	Iteration 60F: 3 clusters Score -1240788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1240788.750000 Penalty: 4473.272949
	Iteration 61Q: 3 clusters Score -1240789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1240789.250000 Penalty: 4473.272949
	Iteration 62Q: 3 clusters Score -1240789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1240791.000000 Penalty: 4473.272949
	Iteration 63Q: 3 clusters Score -1240791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1240791.750000 Penalty: 4473.272949
	Iteration 64Q: 3 clusters Score -1240792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1240792.000000 Penalty: 4473.272949
	Iteration 65Q: 3 clusters Score -1240792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1240792.250000 Penalty: 4473.272949
	Iteration 66Q: 3 clusters Score -1240792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1240793.125000 Penalty: 4473.272949
	Iteration 67Q: 3 clusters Score -1240793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1240793.500000 Penalty: 4473.272949
	Iteration 68Q: 3 clusters Score -1240794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1240797.875000 Penalty: 4473.272949
	Iteration 69Q: 3 clusters Score -1240798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1240797.250000 Penalty: 4473.272949
	Iteration 70Q: 3 clusters Score -1240797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1240799.500000 Penalty: 4473.272949
	Iteration 71Q: 3 clusters Score -1240800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1240801.750000 Penalty: 4473.272949
	Iteration 72Q: 3 clusters Score -1240802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1240801.875000 Penalty: 4473.272949
	Iteration 73Q: 3 clusters Score -1240802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1240799.500000 Penalty: 4473.272949
	Iteration 74Q: 3 clusters Score -1240800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1240804.250000 Penalty: 4473.272949
	Iteration 75Q: 3 clusters Score -1240804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1240805.750000 Penalty: 4473.272949
	Iteration 76Q: 3 clusters Score -1240806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1240807.875000 Penalty: 4473.272949
	Iteration 77Q: 3 clusters Score -1240808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1240811.750000 Penalty: 4473.272949
	Iteration 78Q: 3 clusters Score -1240812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1240809.625000 Penalty: 4473.272949
	Iteration 79Q: 3 clusters Score -1240810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1240811.625000 Penalty: 4473.272949
	Iteration 80F: 3 clusters Score -1240812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1240811.250000 Penalty: 4473.272949
	Iteration 81Q: 3 clusters Score -1240811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1240810.250000 Penalty: 4473.272949
	Iteration 82Q: 3 clusters Score -1240810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1240810.875000 Penalty: 4473.272949
	Iteration 83Q: 3 clusters Score -1240811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1240811.500000 Penalty: 4473.272949
	Iteration 84Q: 3 clusters Score -1240812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1240811.500000 Penalty: 4473.272949
	Iteration 85F: 3 clusters Score -1240812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 3767 members 
Entering Unmasked Estep 
Score: -151877200.000000 Penalty: 195284.437500
Splitting cluster 10 changes total score from -151877984.000000 to -151877200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -30574.853516 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -30574.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29499.003906 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -29499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29587.447266 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -29587.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29600.580078 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -29600.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29609.431641 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -29609.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29653.412109 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -29653.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29659.185547 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -29659.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29661.767578 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -29661.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29661.767578 Penalty: 2695.126221
	Iteration 7F: 3 clusters Score -29661.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -576039.687500 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -576039.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -572324.375000 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -572324.4 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -573196.812500 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -573196.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -573415.625000 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -573415.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -573569.375000 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -573569.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -573675.250000 Penalty: 4078.786133
	Iteration 4Q: 3 clusters Score -573675.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -573747.937500 Penalty: 4078.786133
	Iteration 5Q: 3 clusters Score -573747.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -573790.875000 Penalty: 4078.786133
	Iteration 6Q: 3 clusters Score -573790.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -573833.500000 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -573833.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -573874.375000 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -573874.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -573904.062500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -573904.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -573922.875000 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -573922.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -573937.187500 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -573937.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -573948.562500 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -573948.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -573961.687500 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -573961.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -573978.937500 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -573978.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -573998.375000 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -573998.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -574019.312500 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -574019.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -574039.125000 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -574039.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -574050.000000 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -574050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -574059.687500 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -574059.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -574074.312500 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -574074.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -574087.812500 Penalty: 4078.786133
	Iteration 21Q: 3 clusters Score -574087.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -574103.625000 Penalty: 4078.786133
	Iteration 22Q: 3 clusters Score -574103.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -574117.750000 Penalty: 4078.786133
	Iteration 23Q: 3 clusters Score -574117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -574124.812500 Penalty: 4078.786133
	Iteration 24Q: 3 clusters Score -574124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -574131.312500 Penalty: 4078.786133
	Iteration 25Q: 3 clusters Score -574131.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -574136.437500 Penalty: 4078.786133
	Iteration 26Q: 3 clusters Score -574136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -574139.562500 Penalty: 4078.786133
	Iteration 27Q: 3 clusters Score -574139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -574143.000000 Penalty: 4078.786133
	Iteration 28Q: 3 clusters Score -574143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -574145.187500 Penalty: 4078.786133
	Iteration 29Q: 3 clusters Score -574145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -574148.250000 Penalty: 4078.786133
	Iteration 30Q: 3 clusters Score -574148.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -574153.812500 Penalty: 4078.786133
	Iteration 31Q: 3 clusters Score -574153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -574158.562500 Penalty: 4078.786133
	Iteration 32Q: 3 clusters Score -574158.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -574163.437500 Penalty: 4078.786133
	Iteration 33Q: 3 clusters Score -574163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -574166.250000 Penalty: 4078.786133
	Iteration 34Q: 3 clusters Score -574166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -574168.500000 Penalty: 4078.786133
	Iteration 35Q: 3 clusters Score -574168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -574169.437500 Penalty: 4078.786133
	Iteration 36Q: 3 clusters Score -574169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -574170.187500 Penalty: 4078.786133
	Iteration 37Q: 3 clusters Score -574170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -574174.562500 Penalty: 4078.786133
	Iteration 38Q: 3 clusters Score -574174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -574178.875000 Penalty: 4078.786133
	Iteration 39Q: 3 clusters Score -574178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -574181.187500 Penalty: 4078.786133
	Iteration 40F: 3 clusters Score -574181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -574182.625000 Penalty: 4078.786133
	Iteration 41Q: 3 clusters Score -574182.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -574188.000000 Penalty: 4078.786133
	Iteration 42Q: 3 clusters Score -574188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -574192.875000 Penalty: 4078.786133
	Iteration 43Q: 3 clusters Score -574192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -574196.125000 Penalty: 4078.786133
	Iteration 44Q: 3 clusters Score -574196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -574199.437500 Penalty: 4078.786133
	Iteration 45Q: 3 clusters Score -574199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -574201.562500 Penalty: 4078.786133
	Iteration 46Q: 3 clusters Score -574201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -574207.187500 Penalty: 4078.786133
	Iteration 47Q: 3 clusters Score -574207.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -574214.125000 Penalty: 4078.786133
	Iteration 48Q: 3 clusters Score -574214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -574218.500000 Penalty: 4078.786133
	Iteration 49Q: 3 clusters Score -574218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -574223.187500 Penalty: 4078.786133
	Iteration 50Q: 3 clusters Score -574223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -574225.625000 Penalty: 4078.786133
	Iteration 51Q: 3 clusters Score -574225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -574228.687500 Penalty: 4078.786133
	Iteration 52Q: 3 clusters Score -574228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -574230.937500 Penalty: 4078.786133
	Iteration 53Q: 3 clusters Score -574230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -574232.562500 Penalty: 4078.786133
	Iteration 54Q: 3 clusters Score -574232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -574234.500000 Penalty: 4078.786133
	Iteration 55Q: 3 clusters Score -574234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -574235.062500 Penalty: 4078.786133
	Iteration 56Q: 3 clusters Score -574235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -574235.062500 Penalty: 4078.786133
	Iteration 57F: 3 clusters Score -574235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Entering Unmasked Estep 
Score: -8086596.000000 Penalty: 2698.125000
	Iteration 0F: 2 clusters Score -8086596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -8051038.000000 Penalty: 5396.250000
	Iteration 0F: 3 clusters Score -8051038 nChanged 24465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -8065259.500000 Penalty: 5396.250000
	Iteration 1F: 3 clusters Score -8065260 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8066298.000000 Penalty: 5396.250000
	Iteration 2Q: 3 clusters Score -8066298 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -8067526.000000 Penalty: 5396.250000
	Iteration 3F: 3 clusters Score -8067526 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -8068962.000000 Penalty: 5396.250000
	Iteration 4F: 3 clusters Score -8068962 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -8070783.000000 Penalty: 5396.250000
	Iteration 5F: 3 clusters Score -8070783 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -8072927.500000 Penalty: 5396.250000
	Iteration 6F: 3 clusters Score -8072928 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -8075229.500000 Penalty: 5396.250000
	Iteration 7F: 3 clusters Score -8075230 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -8077576.500000 Penalty: 5396.250000
	Iteration 8F: 3 clusters Score -8077576 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -8079756.000000 Penalty: 5396.250000
	Iteration 9F: 3 clusters Score -8079756 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8081598.500000 Penalty: 5396.250000
	Iteration 10Q: 3 clusters Score -8081598 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8082969.000000 Penalty: 5396.250000
	Iteration 11Q: 3 clusters Score -8082969 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8083776.000000 Penalty: 5396.250000
	Iteration 12Q: 3 clusters Score -8083776 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8084195.500000 Penalty: 5396.250000
	Iteration 13Q: 3 clusters Score -8084196 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8084392.000000 Penalty: 5396.250000
	Iteration 14Q: 3 clusters Score -8084392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8084560.500000 Penalty: 5396.250000
	Iteration 15Q: 3 clusters Score -8084560 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8084653.000000 Penalty: 5396.250000
	Iteration 16Q: 3 clusters Score -8084653 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8084720.000000 Penalty: 5396.250000
	Iteration 17Q: 3 clusters Score -8084720 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8084768.000000 Penalty: 5396.250000
	Iteration 18Q: 3 clusters Score -8084768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8084795.000000 Penalty: 5396.250000
	Iteration 19Q: 3 clusters Score -8084795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8084808.000000 Penalty: 5396.250000
	Iteration 20F: 3 clusters Score -8084808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8084834.000000 Penalty: 5396.250000
	Iteration 21Q: 3 clusters Score -8084834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8084847.500000 Penalty: 5396.250000
	Iteration 22Q: 3 clusters Score -8084848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8084852.500000 Penalty: 5396.250000
	Iteration 23Q: 3 clusters Score -8084852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8084862.000000 Penalty: 5396.250000
	Iteration 24Q: 3 clusters Score -8084862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8084874.000000 Penalty: 5396.250000
	Iteration 25Q: 3 clusters Score -8084874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8084877.000000 Penalty: 5396.250000
	Iteration 26Q: 3 clusters Score -8084877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8084880.500000 Penalty: 5396.250000
	Iteration 27Q: 3 clusters Score -8084880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8084893.000000 Penalty: 5396.250000
	Iteration 28Q: 3 clusters Score -8084893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8084906.000000 Penalty: 5396.250000
	Iteration 29Q: 3 clusters Score -8084906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8084918.000000 Penalty: 5396.250000
	Iteration 30Q: 3 clusters Score -8084918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8084916.500000 Penalty: 5396.250000
	Iteration 31Q: 3 clusters Score -8084916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8084918.000000 Penalty: 5396.250000
	Iteration 32Q: 3 clusters Score -8084918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8084934.500000 Penalty: 5396.250000
	Iteration 33Q: 3 clusters Score -8084934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8084929.000000 Penalty: 5396.250000
	Iteration 34Q: 3 clusters Score -8084929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8084932.000000 Penalty: 5396.250000
	Iteration 35Q: 3 clusters Score -8084932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8084933.500000 Penalty: 5396.250000
	Iteration 36Q: 3 clusters Score -8084934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8084935.000000 Penalty: 5396.250000
	Iteration 37Q: 3 clusters Score -8084935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8084937.500000 Penalty: 5396.250000
	Iteration 38Q: 3 clusters Score -8084938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8084932.500000 Penalty: 5396.250000
	Iteration 39Q: 3 clusters Score -8084932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8084935.500000 Penalty: 5396.250000
	Iteration 40F: 3 clusters Score -8084936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8084937.500000 Penalty: 5396.250000
	Iteration 41Q: 3 clusters Score -8084938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8084939.500000 Penalty: 5396.250000
	Iteration 42Q: 3 clusters Score -8084940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8084940.500000 Penalty: 5396.250000
	Iteration 43Q: 3 clusters Score -8084940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8084938.000000 Penalty: 5396.250000
	Iteration 44Q: 3 clusters Score -8084938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8084942.500000 Penalty: 5396.250000
	Iteration 45Q: 3 clusters Score -8084942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8084939.000000 Penalty: 5396.250000
	Iteration 46Q: 3 clusters Score -8084939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8084934.000000 Penalty: 5396.250000
	Iteration 47Q: 3 clusters Score -8084934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8084939.500000 Penalty: 5396.250000
	Iteration 48Q: 3 clusters Score -8084940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8084941.000000 Penalty: 5396.250000
	Iteration 49Q: 3 clusters Score -8084941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8084944.500000 Penalty: 5396.250000
	Iteration 50Q: 3 clusters Score -8084944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8084943.000000 Penalty: 5396.250000
	Iteration 51Q: 3 clusters Score -8084943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8084947.000000 Penalty: 5396.250000
	Iteration 52Q: 3 clusters Score -8084947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8084947.000000 Penalty: 5396.250000
	Iteration 53Q: 3 clusters Score -8084947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8084947.000000 Penalty: 5396.250000
	Iteration 54Q: 3 clusters Score -8084947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8084952.500000 Penalty: 5396.250000
	Iteration 55Q: 3 clusters Score -8084952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8084954.000000 Penalty: 5396.250000
	Iteration 56Q: 3 clusters Score -8084954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8084952.500000 Penalty: 5396.250000
	Iteration 57Q: 3 clusters Score -8084952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8084951.500000 Penalty: 5396.250000
	Iteration 58Q: 3 clusters Score -8084952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8084955.500000 Penalty: 5396.250000
	Iteration 59Q: 3 clusters Score -8084956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8084951.500000 Penalty: 5396.250000
	Iteration 60F: 3 clusters Score -8084952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8084950.500000 Penalty: 5396.250000
	Iteration 61Q: 3 clusters Score -8084950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8084950.500000 Penalty: 5396.250000
	Iteration 62F: 3 clusters Score -8084950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Entering Unmasked Estep 
Score: -1537924.625000 Penalty: 2291.061035
	Iteration 0F: 2 clusters Score -1537925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1530051.500000 Penalty: 4582.122070
	Iteration 0F: 3 clusters Score -1530052 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1532526.250000 Penalty: 4582.122070
	Iteration 1F: 3 clusters Score -1532526 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1533284.375000 Penalty: 4582.122070
	Iteration 2F: 3 clusters Score -1533284 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1534059.250000 Penalty: 4582.122070
	Iteration 3F: 3 clusters Score -1534059 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1534692.375000 Penalty: 4582.122070
	Iteration 4F: 3 clusters Score -1534692 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1535154.625000 Penalty: 4582.122070
	Iteration 5F: 3 clusters Score -1535155 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1535497.125000 Penalty: 4582.122070
	Iteration 6Q: 3 clusters Score -1535497 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1535736.250000 Penalty: 4582.122070
	Iteration 7Q: 3 clusters Score -1535736 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1535890.875000 Penalty: 4582.122070
	Iteration 8Q: 3 clusters Score -1535891 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1535991.750000 Penalty: 4582.122070
	Iteration 9Q: 3 clusters Score -1535992 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1536079.375000 Penalty: 4582.122070
	Iteration 10Q: 3 clusters Score -1536079 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1536153.250000 Penalty: 4582.122070
	Iteration 11Q: 3 clusters Score -1536153 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1536210.125000 Penalty: 4582.122070
	Iteration 12Q: 3 clusters Score -1536210 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1536260.375000 Penalty: 4582.122070
	Iteration 13Q: 3 clusters Score -1536260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1536308.750000 Penalty: 4582.122070
	Iteration 14Q: 3 clusters Score -1536309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1536340.750000 Penalty: 4582.122070
	Iteration 15Q: 3 clusters Score -1536341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1536369.750000 Penalty: 4582.122070
	Iteration 16Q: 3 clusters Score -1536370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1536394.625000 Penalty: 4582.122070
	Iteration 17Q: 3 clusters Score -1536395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1536422.250000 Penalty: 4582.122070
	Iteration 18Q: 3 clusters Score -1536422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1536444.250000 Penalty: 4582.122070
	Iteration 19Q: 3 clusters Score -1536444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1536462.875000 Penalty: 4582.122070
	Iteration 20F: 3 clusters Score -1536463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1536489.875000 Penalty: 4582.122070
	Iteration 21Q: 3 clusters Score -1536490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1536520.250000 Penalty: 4582.122070
	Iteration 22Q: 3 clusters Score -1536520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1536560.625000 Penalty: 4582.122070
	Iteration 23Q: 3 clusters Score -1536561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1536602.250000 Penalty: 4582.122070
	Iteration 24Q: 3 clusters Score -1536602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1536656.125000 Penalty: 4582.122070
	Iteration 25Q: 3 clusters Score -1536656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1536732.125000 Penalty: 4582.122070
	Iteration 26Q: 3 clusters Score -1536732 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1536826.625000 Penalty: 4582.122070
	Iteration 27Q: 3 clusters Score -1536827 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1536927.500000 Penalty: 4582.122070
	Iteration 28Q: 3 clusters Score -1536928 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1537026.125000 Penalty: 4582.122070
	Iteration 29Q: 3 clusters Score -1537026 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1537151.750000 Penalty: 4582.122070
	Iteration 30Q: 3 clusters Score -1537152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1537265.000000 Penalty: 4582.122070
	Iteration 31Q: 3 clusters Score -1537265 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1537386.625000 Penalty: 4582.122070
	Iteration 32Q: 3 clusters Score -1537387 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1537519.875000 Penalty: 4582.122070
	Iteration 33Q: 3 clusters Score -1537520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1537638.250000 Penalty: 4582.122070
	Iteration 34Q: 3 clusters Score -1537638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1537762.250000 Penalty: 4582.122070
	Iteration 35Q: 3 clusters Score -1537762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1537860.500000 Penalty: 4582.122070
	Iteration 36Q: 3 clusters Score -1537860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1537931.000000 Penalty: 4582.122070
	Iteration 37Q: 3 clusters Score -1537931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1537976.000000 Penalty: 4582.122070
	Iteration 38Q: 3 clusters Score -1537976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1538012.750000 Penalty: 4582.122070
	Iteration 39Q: 3 clusters Score -1538013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1538038.750000 Penalty: 4582.122070
	Iteration 40F: 3 clusters Score -1538039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1538043.500000 Penalty: 4582.122070
	Iteration 41Q: 3 clusters Score -1538044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1538052.875000 Penalty: 4582.122070
	Iteration 42Q: 3 clusters Score -1538053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1538056.375000 Penalty: 4582.122070
	Iteration 43Q: 3 clusters Score -1538056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1538060.125000 Penalty: 4582.122070
	Iteration 44Q: 3 clusters Score -1538060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1538064.875000 Penalty: 4582.122070
	Iteration 45Q: 3 clusters Score -1538065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1538064.250000 Penalty: 4582.122070
	Iteration 46Q: 3 clusters Score -1538064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1538068.500000 Penalty: 4582.122070
	Iteration 47Q: 3 clusters Score -1538068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1538068.000000 Penalty: 4582.122070
	Iteration 48Q: 3 clusters Score -1538068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1538069.000000 Penalty: 4582.122070
	Iteration 49Q: 3 clusters Score -1538069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1538068.625000 Penalty: 4582.122070
	Iteration 50Q: 3 clusters Score -1538069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1538068.375000 Penalty: 4582.122070
	Iteration 51Q: 3 clusters Score -1538068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1538068.375000 Penalty: 4582.122070
	Iteration 52F: 3 clusters Score -1538068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 2940 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 7342 members 
Entering Unmasked Estep 
Score: -151877088.000000 Penalty: 195284.437500
Splitting cluster 14 changes total score from -151877984.000000 to -151877088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -1050497.500000 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -1050498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1044763.875000 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -1044764 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1046335.187500 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -1046335 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1046649.062500 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -1046649 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1046926.125000 Penalty: 4382.047852
	Iteration 3F: 3 clusters Score -1046926 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1047245.000000 Penalty: 4382.047852
	Iteration 4F: 3 clusters Score -1047245 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1047663.500000 Penalty: 4382.047852
	Iteration 5F: 3 clusters Score -1047664 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1048080.812500 Penalty: 4382.047852
	Iteration 6F: 3 clusters Score -1048081 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1048458.687500 Penalty: 4382.047852
	Iteration 7F: 3 clusters Score -1048459 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1048728.875000 Penalty: 4382.047852
	Iteration 8Q: 3 clusters Score -1048729 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1048901.500000 Penalty: 4382.047852
	Iteration 9Q: 3 clusters Score -1048902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1049027.375000 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -1049027 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1049128.750000 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -1049129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1049190.625000 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -1049191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1049223.500000 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -1049224 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1049260.750000 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -1049261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1049287.625000 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -1049288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1049320.625000 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -1049321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1049351.625000 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -1049352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1049387.750000 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -1049388 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1049449.000000 Penalty: 4382.047852
	Iteration 19Q: 3 clusters Score -1049449 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1049536.000000 Penalty: 4382.047852
	Iteration 20F: 3 clusters Score -1049536 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1049644.125000 Penalty: 4382.047852
	Iteration 21Q: 3 clusters Score -1049644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1049775.750000 Penalty: 4382.047852
	Iteration 22Q: 3 clusters Score -1049776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1049920.125000 Penalty: 4382.047852
	Iteration 23Q: 3 clusters Score -1049920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1050063.000000 Penalty: 4382.047852
	Iteration 24Q: 3 clusters Score -1050063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1050184.875000 Penalty: 4382.047852
	Iteration 25Q: 3 clusters Score -1050185 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1050303.750000 Penalty: 4382.047852
	Iteration 26Q: 3 clusters Score -1050304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1050417.000000 Penalty: 4382.047852
	Iteration 27Q: 3 clusters Score -1050417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1050500.625000 Penalty: 4382.047852
	Iteration 28Q: 3 clusters Score -1050501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1050575.625000 Penalty: 4382.047852
	Iteration 29Q: 3 clusters Score -1050576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1050629.250000 Penalty: 4382.047852
	Iteration 30Q: 3 clusters Score -1050629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1050680.500000 Penalty: 4382.047852
	Iteration 31Q: 3 clusters Score -1050680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1050733.250000 Penalty: 4382.047852
	Iteration 32Q: 3 clusters Score -1050733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1050768.500000 Penalty: 4382.047852
	Iteration 33Q: 3 clusters Score -1050768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1050794.875000 Penalty: 4382.047852
	Iteration 34Q: 3 clusters Score -1050795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1050808.000000 Penalty: 4382.047852
	Iteration 35Q: 3 clusters Score -1050808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1050829.375000 Penalty: 4382.047852
	Iteration 36Q: 3 clusters Score -1050829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1050844.375000 Penalty: 4382.047852
	Iteration 37Q: 3 clusters Score -1050844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1050860.500000 Penalty: 4382.047852
	Iteration 38Q: 3 clusters Score -1050860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1050870.750000 Penalty: 4382.047852
	Iteration 39Q: 3 clusters Score -1050871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1050878.875000 Penalty: 4382.047852
	Iteration 40F: 3 clusters Score -1050879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1050884.625000 Penalty: 4382.047852
	Iteration 41Q: 3 clusters Score -1050885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1050889.250000 Penalty: 4382.047852
	Iteration 42Q: 3 clusters Score -1050889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1050890.500000 Penalty: 4382.047852
	Iteration 43Q: 3 clusters Score -1050890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1050892.625000 Penalty: 4382.047852
	Iteration 44Q: 3 clusters Score -1050893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1050893.125000 Penalty: 4382.047852
	Iteration 45Q: 3 clusters Score -1050893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1050894.750000 Penalty: 4382.047852
	Iteration 46Q: 3 clusters Score -1050895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1050894.750000 Penalty: 4382.047852
	Iteration 47F: 3 clusters Score -1050895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 2435 members 
Entering Unmasked Estep 
Score: -151877712.000000 Penalty: 195284.437500
Splitting cluster 15 changes total score from -151877984.000000 to -151877712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (82353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Entering Unmasked Estep 
Score: -13017511.000000 Penalty: 2807.055176
	Iteration 0F: 2 clusters Score -1.301751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -12963186.000000 Penalty: 5614.110352
	Iteration 0F: 3 clusters Score -1.296319e+07 nChanged 38665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -12984922.000000 Penalty: 5614.110352
	Iteration 1F: 3 clusters Score -1.298492e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -12985722.000000 Penalty: 5614.110352
	Iteration 2Q: 3 clusters Score -1.298572e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -12986411.000000 Penalty: 5614.110352
	Iteration 3Q: 3 clusters Score -1.298641e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -12987074.000000 Penalty: 5614.110352
	Iteration 4Q: 3 clusters Score -1.298707e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -12987872.000000 Penalty: 5614.110352
	Iteration 5Q: 3 clusters Score -1.298787e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -12989062.000000 Penalty: 5614.110352
	Iteration 6Q: 3 clusters Score -1.298906e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -12990822.000000 Penalty: 5614.110352
	Iteration 7Q: 3 clusters Score -1.299082e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -12993297.000000 Penalty: 5614.110352
	Iteration 8Q: 3 clusters Score -1.29933e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -12996296.000000 Penalty: 5614.110352
	Iteration 9F: 3 clusters Score -1.29963e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -12999350.000000 Penalty: 5614.110352
	Iteration 10F: 3 clusters Score -1.299935e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -13002014.000000 Penalty: 5614.110352
	Iteration 11Q: 3 clusters Score -1.300201e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -13004003.000000 Penalty: 5614.110352
	Iteration 12Q: 3 clusters Score -1.3004e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -13005340.000000 Penalty: 5614.110352
	Iteration 13Q: 3 clusters Score -1.300534e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -13006503.000000 Penalty: 5614.110352
	Iteration 14Q: 3 clusters Score -1.30065e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -13007614.000000 Penalty: 5614.110352
	Iteration 15Q: 3 clusters Score -1.300761e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -13008599.000000 Penalty: 5614.110352
	Iteration 16Q: 3 clusters Score -1.30086e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -13009610.000000 Penalty: 5614.110352
	Iteration 17Q: 3 clusters Score -1.300961e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -13010659.000000 Penalty: 5614.110352
	Iteration 18Q: 3 clusters Score -1.301066e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -13011621.000000 Penalty: 5614.110352
	Iteration 19Q: 3 clusters Score -1.301162e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -13012597.000000 Penalty: 5614.110352
	Iteration 20F: 3 clusters Score -1.30126e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -13013375.000000 Penalty: 5614.110352
	Iteration 21Q: 3 clusters Score -1.301338e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -13014012.000000 Penalty: 5614.110352
	Iteration 22Q: 3 clusters Score -1.301401e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -13014365.000000 Penalty: 5614.110352
	Iteration 23Q: 3 clusters Score -1.301436e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -13014609.000000 Penalty: 5614.110352
	Iteration 24Q: 3 clusters Score -1.301461e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -13014752.000000 Penalty: 5614.110352
	Iteration 25Q: 3 clusters Score -1.301475e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -13014865.000000 Penalty: 5614.110352
	Iteration 26Q: 3 clusters Score -1.301486e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -13014940.000000 Penalty: 5614.110352
	Iteration 27Q: 3 clusters Score -1.301494e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -13014989.000000 Penalty: 5614.110352
	Iteration 28Q: 3 clusters Score -1.301499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -13015014.000000 Penalty: 5614.110352
	Iteration 29Q: 3 clusters Score -1.301501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -13015056.000000 Penalty: 5614.110352
	Iteration 30Q: 3 clusters Score -1.301506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -13015052.000000 Penalty: 5614.110352
	Iteration 31Q: 3 clusters Score -1.301505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -13015063.000000 Penalty: 5614.110352
	Iteration 32Q: 3 clusters Score -1.301506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -13015091.000000 Penalty: 5614.110352
	Iteration 33Q: 3 clusters Score -1.301509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -13015094.000000 Penalty: 5614.110352
	Iteration 34Q: 3 clusters Score -1.301509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -13015093.000000 Penalty: 5614.110352
	Iteration 35Q: 3 clusters Score -1.301509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -13015089.000000 Penalty: 5614.110352
	Iteration 36Q: 3 clusters Score -1.301509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 81898 members 
Entering Unmasked Estep 
Score: -13015099.000000 Penalty: 5614.110352
	Iteration 37Q: 3 clusters Score -1.30151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -13015101.000000 Penalty: 5614.110352
	Iteration 38Q: 3 clusters Score -1.30151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -13015113.000000 Penalty: 5614.110352
	Iteration 39Q: 3 clusters Score -1.301511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -13015107.000000 Penalty: 5614.110352
	Iteration 40F: 3 clusters Score -1.301511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -13015115.000000 Penalty: 5614.110352
	Iteration 41Q: 3 clusters Score -1.301512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -13015104.000000 Penalty: 5614.110352
	Iteration 42Q: 3 clusters Score -1.30151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -13015104.000000 Penalty: 5614.110352
	Iteration 43F: 3 clusters Score -1.30151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Entering Unmasked Estep 
Score: -2526522.500000 Penalty: 2398.608154
	Iteration 0F: 2 clusters Score -2526522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2515051.000000 Penalty: 4797.216309
	Iteration 0F: 3 clusters Score -2515051 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2519150.500000 Penalty: 4797.216309
	Iteration 1F: 3 clusters Score -2519150 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2519961.500000 Penalty: 4797.216309
	Iteration 2F: 3 clusters Score -2519962 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2520871.750000 Penalty: 4797.216309
	Iteration 3F: 3 clusters Score -2520872 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2521725.250000 Penalty: 4797.216309
	Iteration 4F: 3 clusters Score -2521725 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2522467.500000 Penalty: 4797.216309
	Iteration 5F: 3 clusters Score -2522468 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2523028.250000 Penalty: 4797.216309
	Iteration 6F: 3 clusters Score -2523028 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2523468.500000 Penalty: 4797.216309
	Iteration 7Q: 3 clusters Score -2523468 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2523849.750000 Penalty: 4797.216309
	Iteration 8Q: 3 clusters Score -2523850 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2524264.250000 Penalty: 4797.216309
	Iteration 9Q: 3 clusters Score -2524264 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2524674.000000 Penalty: 4797.216309
	Iteration 10Q: 3 clusters Score -2524674 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2525032.000000 Penalty: 4797.216309
	Iteration 11Q: 3 clusters Score -2525032 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2525339.750000 Penalty: 4797.216309
	Iteration 12Q: 3 clusters Score -2525340 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2525571.250000 Penalty: 4797.216309
	Iteration 13Q: 3 clusters Score -2525571 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2525723.750000 Penalty: 4797.216309
	Iteration 14Q: 3 clusters Score -2525724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2525810.500000 Penalty: 4797.216309
	Iteration 15Q: 3 clusters Score -2525810 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2525888.250000 Penalty: 4797.216309
	Iteration 16Q: 3 clusters Score -2525888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2525929.000000 Penalty: 4797.216309
	Iteration 17Q: 3 clusters Score -2525929 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2525955.500000 Penalty: 4797.216309
	Iteration 18Q: 3 clusters Score -2525956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2525970.250000 Penalty: 4797.216309
	Iteration 19Q: 3 clusters Score -2525970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2525980.750000 Penalty: 4797.216309
	Iteration 20F: 3 clusters Score -2525981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2525984.500000 Penalty: 4797.216309
	Iteration 21Q: 3 clusters Score -2525984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2525992.750000 Penalty: 4797.216309
	Iteration 22Q: 3 clusters Score -2525993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2525995.250000 Penalty: 4797.216309
	Iteration 23Q: 3 clusters Score -2525995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2526006.250000 Penalty: 4797.216309
	Iteration 24Q: 3 clusters Score -2526006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2526001.750000 Penalty: 4797.216309
	Iteration 25Q: 3 clusters Score -2526002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2526001.500000 Penalty: 4797.216309
	Iteration 26Q: 3 clusters Score -2526002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2526007.000000 Penalty: 4797.216309
	Iteration 27Q: 3 clusters Score -2526007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2526007.500000 Penalty: 4797.216309
	Iteration 28Q: 3 clusters Score -2526008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2526009.750000 Penalty: 4797.216309
	Iteration 29Q: 3 clusters Score -2526010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2526011.500000 Penalty: 4797.216309
	Iteration 30Q: 3 clusters Score -2526012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2526012.000000 Penalty: 4797.216309
	Iteration 31Q: 3 clusters Score -2526012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2526008.000000 Penalty: 4797.216309
	Iteration 32Q: 3 clusters Score -2526008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2526012.750000 Penalty: 4797.216309
	Iteration 33Q: 3 clusters Score -2526013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2526016.250000 Penalty: 4797.216309
	Iteration 34Q: 3 clusters Score -2526016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2526017.750000 Penalty: 4797.216309
	Iteration 35Q: 3 clusters Score -2526018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2526021.000000 Penalty: 4797.216309
	Iteration 36Q: 3 clusters Score -2526021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2526021.000000 Penalty: 4797.216309
	Iteration 37F: 3 clusters Score -2526021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Entering Unmasked Estep 
Score: -1459878.625000 Penalty: 2264.293213
	Iteration 0F: 2 clusters Score -1459879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1452711.750000 Penalty: 4528.586426
	Iteration 0F: 3 clusters Score -1452712 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1455037.375000 Penalty: 4528.586426
	Iteration 1F: 3 clusters Score -1455037 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1456086.500000 Penalty: 4528.586426
	Iteration 2F: 3 clusters Score -1456086 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1457304.500000 Penalty: 4528.586426
	Iteration 3F: 3 clusters Score -1457304 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1458163.250000 Penalty: 4528.586426
	Iteration 4F: 3 clusters Score -1458163 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1458702.750000 Penalty: 4528.586426
	Iteration 5F: 3 clusters Score -1458703 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1459093.625000 Penalty: 4528.586426
	Iteration 6Q: 3 clusters Score -1459094 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1459312.875000 Penalty: 4528.586426
	Iteration 7Q: 3 clusters Score -1459313 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1459388.625000 Penalty: 4528.586426
	Iteration 8Q: 3 clusters Score -1459389 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1459421.625000 Penalty: 4528.586426
	Iteration 9Q: 3 clusters Score -1459422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1459433.875000 Penalty: 4528.586426
	Iteration 10Q: 3 clusters Score -1459434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1459440.500000 Penalty: 4528.586426
	Iteration 11Q: 3 clusters Score -1459440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1459440.875000 Penalty: 4528.586426
	Iteration 12Q: 3 clusters Score -1459441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1459443.375000 Penalty: 4528.586426
	Iteration 13Q: 3 clusters Score -1459443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1459443.750000 Penalty: 4528.586426
	Iteration 14Q: 3 clusters Score -1459444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1459446.125000 Penalty: 4528.586426
	Iteration 15Q: 3 clusters Score -1459446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1459449.000000 Penalty: 4528.586426
	Iteration 16Q: 3 clusters Score -1459449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1459452.125000 Penalty: 4528.586426
	Iteration 17Q: 3 clusters Score -1459452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1459452.125000 Penalty: 4528.586426
	Iteration 18F: 3 clusters Score -1459452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Entering Unmasked Estep 
Score: -5155867.000000 Penalty: 2590.864014
	Iteration 0F: 2 clusters Score -5155867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5132511.000000 Penalty: 5181.728027
	Iteration 0F: 3 clusters Score -5132511 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -5141425.500000 Penalty: 5181.728027
	Iteration 1F: 3 clusters Score -5141426 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5142695.500000 Penalty: 5181.728027
	Iteration 2F: 3 clusters Score -5142696 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5144133.500000 Penalty: 5181.728027
	Iteration 3F: 3 clusters Score -5144134 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5145673.500000 Penalty: 5181.728027
	Iteration 4F: 3 clusters Score -5145674 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -5147217.000000 Penalty: 5181.728027
	Iteration 5F: 3 clusters Score -5147217 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5148614.500000 Penalty: 5181.728027
	Iteration 6F: 3 clusters Score -5148614 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -5149797.500000 Penalty: 5181.728027
	Iteration 7F: 3 clusters Score -5149798 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5150709.000000 Penalty: 5181.728027
	Iteration 8Q: 3 clusters Score -5150709 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5151421.500000 Penalty: 5181.728027
	Iteration 9Q: 3 clusters Score -5151422 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -5152143.000000 Penalty: 5181.728027
	Iteration 10Q: 3 clusters Score -5152143 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -5152756.000000 Penalty: 5181.728027
	Iteration 11Q: 3 clusters Score -5152756 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -5153321.000000 Penalty: 5181.728027
	Iteration 12Q: 3 clusters Score -5153321 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5153742.000000 Penalty: 5181.728027
	Iteration 13Q: 3 clusters Score -5153742 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -5154090.000000 Penalty: 5181.728027
	Iteration 14Q: 3 clusters Score -5154090 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5154330.500000 Penalty: 5181.728027
	Iteration 15Q: 3 clusters Score -5154330 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -5154508.500000 Penalty: 5181.728027
	Iteration 16Q: 3 clusters Score -5154508 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5154661.000000 Penalty: 5181.728027
	Iteration 17Q: 3 clusters Score -5154661 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -5154776.500000 Penalty: 5181.728027
	Iteration 18Q: 3 clusters Score -5154776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5154907.000000 Penalty: 5181.728027
	Iteration 19Q: 3 clusters Score -5154907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5154954.000000 Penalty: 5181.728027
	Iteration 20F: 3 clusters Score -5154954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -5154974.500000 Penalty: 5181.728027
	Iteration 21Q: 3 clusters Score -5154974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -5155000.500000 Penalty: 5181.728027
	Iteration 22Q: 3 clusters Score -5155000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -5155021.500000 Penalty: 5181.728027
	Iteration 23Q: 3 clusters Score -5155022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -5155043.500000 Penalty: 5181.728027
	Iteration 24Q: 3 clusters Score -5155044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -5155052.500000 Penalty: 5181.728027
	Iteration 25Q: 3 clusters Score -5155052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5155066.000000 Penalty: 5181.728027
	Iteration 26Q: 3 clusters Score -5155066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -5155080.500000 Penalty: 5181.728027
	Iteration 27Q: 3 clusters Score -5155080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5155083.500000 Penalty: 5181.728027
	Iteration 28Q: 3 clusters Score -5155084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -5155076.500000 Penalty: 5181.728027
	Iteration 29Q: 3 clusters Score -5155076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5155089.000000 Penalty: 5181.728027
	Iteration 30Q: 3 clusters Score -5155089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -5155096.500000 Penalty: 5181.728027
	Iteration 31Q: 3 clusters Score -5155096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -5155103.500000 Penalty: 5181.728027
	Iteration 32Q: 3 clusters Score -5155104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -5155102.500000 Penalty: 5181.728027
	Iteration 33Q: 3 clusters Score -5155102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -5155104.500000 Penalty: 5181.728027
	Iteration 34Q: 3 clusters Score -5155104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5155108.000000 Penalty: 5181.728027
	Iteration 35Q: 3 clusters Score -5155108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5155108.000000 Penalty: 5181.728027
	Iteration 36Q: 3 clusters Score -5155108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5155116.000000 Penalty: 5181.728027
	Iteration 37Q: 3 clusters Score -5155116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5155116.000000 Penalty: 5181.728027
	Iteration 38F: 3 clusters Score -5155116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -55336.765625 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -55336.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54024.554688 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -54024.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54302.152344 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -54302.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54497.699219 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -54497.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54807.175781 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -54807.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55137.109375 Penalty: 2990.026123
	Iteration 4F: 3 clusters Score -55137.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55474.914062 Penalty: 2990.026123
	Iteration 5F: 3 clusters Score -55474.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55604.589844 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -55604.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55686.000000 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -55686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55750.503906 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -55750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55768.988281 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -55768.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55768.988281 Penalty: 2990.026123
	Iteration 10F: 3 clusters Score -55768.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 250 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 165 members 
Entering Unmasked Estep 
Score: -151876496.000000 Penalty: 195284.437500
Splitting cluster 20 changes total score from -151877984.000000 to -151876496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -1337114.000000 Penalty: 2251.360107
	Iteration 0F: 2 clusters Score -1337114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1330325.375000 Penalty: 4502.720215
	Iteration 0F: 3 clusters Score -1330325 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1332294.500000 Penalty: 4502.720215
	Iteration 1F: 3 clusters Score -1332294 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1332733.250000 Penalty: 4502.720215
	Iteration 2F: 3 clusters Score -1332733 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1333186.000000 Penalty: 4502.720215
	Iteration 3F: 3 clusters Score -1333186 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1333711.250000 Penalty: 4502.720215
	Iteration 4F: 3 clusters Score -1333711 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1334237.125000 Penalty: 4502.720215
	Iteration 5F: 3 clusters Score -1334237 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1334820.750000 Penalty: 4502.720215
	Iteration 6F: 3 clusters Score -1334821 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1335307.375000 Penalty: 4502.720215
	Iteration 7F: 3 clusters Score -1335307 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1335668.500000 Penalty: 4502.720215
	Iteration 8Q: 3 clusters Score -1335668 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1335915.625000 Penalty: 4502.720215
	Iteration 9Q: 3 clusters Score -1335916 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1336076.875000 Penalty: 4502.720215
	Iteration 10Q: 3 clusters Score -1336077 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1336163.250000 Penalty: 4502.720215
	Iteration 11Q: 3 clusters Score -1336163 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1336218.375000 Penalty: 4502.720215
	Iteration 12Q: 3 clusters Score -1336218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1336255.750000 Penalty: 4502.720215
	Iteration 13Q: 3 clusters Score -1336256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1336281.500000 Penalty: 4502.720215
	Iteration 14Q: 3 clusters Score -1336282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1336302.125000 Penalty: 4502.720215
	Iteration 15Q: 3 clusters Score -1336302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1336324.875000 Penalty: 4502.720215
	Iteration 16Q: 3 clusters Score -1336325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1336338.250000 Penalty: 4502.720215
	Iteration 17Q: 3 clusters Score -1336338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1336344.500000 Penalty: 4502.720215
	Iteration 18Q: 3 clusters Score -1336344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1336350.625000 Penalty: 4502.720215
	Iteration 19Q: 3 clusters Score -1336351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1336355.250000 Penalty: 4502.720215
	Iteration 20F: 3 clusters Score -1336355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1336358.250000 Penalty: 4502.720215
	Iteration 21Q: 3 clusters Score -1336358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1336361.750000 Penalty: 4502.720215
	Iteration 22Q: 3 clusters Score -1336362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1336367.750000 Penalty: 4502.720215
	Iteration 23Q: 3 clusters Score -1336368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1336370.000000 Penalty: 4502.720215
	Iteration 24Q: 3 clusters Score -1336370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1336375.375000 Penalty: 4502.720215
	Iteration 25Q: 3 clusters Score -1336375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1336377.375000 Penalty: 4502.720215
	Iteration 26Q: 3 clusters Score -1336377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1336378.500000 Penalty: 4502.720215
	Iteration 27Q: 3 clusters Score -1336378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1336380.000000 Penalty: 4502.720215
	Iteration 28Q: 3 clusters Score -1336380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1336383.625000 Penalty: 4502.720215
	Iteration 29Q: 3 clusters Score -1336384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1336390.875000 Penalty: 4502.720215
	Iteration 30Q: 3 clusters Score -1336391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1336392.500000 Penalty: 4502.720215
	Iteration 31Q: 3 clusters Score -1336392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1336397.000000 Penalty: 4502.720215
	Iteration 32Q: 3 clusters Score -1336397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1336397.500000 Penalty: 4502.720215
	Iteration 33Q: 3 clusters Score -1336398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1336401.500000 Penalty: 4502.720215
	Iteration 34Q: 3 clusters Score -1336402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1336403.875000 Penalty: 4502.720215
	Iteration 35Q: 3 clusters Score -1336404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1336401.500000 Penalty: 4502.720215
	Iteration 36Q: 3 clusters Score -1336402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1336404.875000 Penalty: 4502.720215
	Iteration 37Q: 3 clusters Score -1336405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1336410.250000 Penalty: 4502.720215
	Iteration 38Q: 3 clusters Score -1336410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1336418.125000 Penalty: 4502.720215
	Iteration 39Q: 3 clusters Score -1336418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1336421.500000 Penalty: 4502.720215
	Iteration 40F: 3 clusters Score -1336422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1336427.500000 Penalty: 4502.720215
	Iteration 41Q: 3 clusters Score -1336428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1336439.750000 Penalty: 4502.720215
	Iteration 42Q: 3 clusters Score -1336440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1336451.375000 Penalty: 4502.720215
	Iteration 43Q: 3 clusters Score -1336451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1336461.875000 Penalty: 4502.720215
	Iteration 44Q: 3 clusters Score -1336462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1336476.875000 Penalty: 4502.720215
	Iteration 45Q: 3 clusters Score -1336477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1336484.250000 Penalty: 4502.720215
	Iteration 46Q: 3 clusters Score -1336484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1336490.375000 Penalty: 4502.720215
	Iteration 47Q: 3 clusters Score -1336490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1336494.375000 Penalty: 4502.720215
	Iteration 48Q: 3 clusters Score -1336494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1336502.000000 Penalty: 4502.720215
	Iteration 49Q: 3 clusters Score -1336502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1336505.375000 Penalty: 4502.720215
	Iteration 50Q: 3 clusters Score -1336505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1336502.625000 Penalty: 4502.720215
	Iteration 51Q: 3 clusters Score -1336503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1336509.625000 Penalty: 4502.720215
	Iteration 52Q: 3 clusters Score -1336510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1336508.750000 Penalty: 4502.720215
	Iteration 53Q: 3 clusters Score -1336509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1336512.250000 Penalty: 4502.720215
	Iteration 54Q: 3 clusters Score -1336512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1336514.375000 Penalty: 4502.720215
	Iteration 55Q: 3 clusters Score -1336514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1336514.750000 Penalty: 4502.720215
	Iteration 56Q: 3 clusters Score -1336515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1336514.250000 Penalty: 4502.720215
	Iteration 57Q: 3 clusters Score -1336514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1336515.625000 Penalty: 4502.720215
	Iteration 58Q: 3 clusters Score -1336516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1336517.750000 Penalty: 4502.720215
	Iteration 59Q: 3 clusters Score -1336518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1336516.000000 Penalty: 4502.720215
	Iteration 60F: 3 clusters Score -1336516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1336519.250000 Penalty: 4502.720215
	Iteration 61Q: 3 clusters Score -1336519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1336522.500000 Penalty: 4502.720215
	Iteration 62Q: 3 clusters Score -1336522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1336524.125000 Penalty: 4502.720215
	Iteration 63Q: 3 clusters Score -1336524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1336528.625000 Penalty: 4502.720215
	Iteration 64Q: 3 clusters Score -1336529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1336532.000000 Penalty: 4502.720215
	Iteration 65Q: 3 clusters Score -1336532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1336534.125000 Penalty: 4502.720215
	Iteration 66Q: 3 clusters Score -1336534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1336538.875000 Penalty: 4502.720215
	Iteration 67Q: 3 clusters Score -1336539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1336542.750000 Penalty: 4502.720215
	Iteration 68Q: 3 clusters Score -1336543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1336544.125000 Penalty: 4502.720215
	Iteration 69Q: 3 clusters Score -1336544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1336546.250000 Penalty: 4502.720215
	Iteration 70Q: 3 clusters Score -1336546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1336550.125000 Penalty: 4502.720215
	Iteration 71Q: 3 clusters Score -1336550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1336553.750000 Penalty: 4502.720215
	Iteration 72Q: 3 clusters Score -1336554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1336552.875000 Penalty: 4502.720215
	Iteration 73Q: 3 clusters Score -1336553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1336556.750000 Penalty: 4502.720215
	Iteration 74Q: 3 clusters Score -1336557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1336556.000000 Penalty: 4502.720215
	Iteration 75Q: 3 clusters Score -1336556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1336560.125000 Penalty: 4502.720215
	Iteration 76Q: 3 clusters Score -1336560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1336563.750000 Penalty: 4502.720215
	Iteration 77Q: 3 clusters Score -1336564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1336563.000000 Penalty: 4502.720215
	Iteration 78Q: 3 clusters Score -1336563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1336565.875000 Penalty: 4502.720215
	Iteration 79Q: 3 clusters Score -1336566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1336567.625000 Penalty: 4502.720215
	Iteration 80F: 3 clusters Score -1336568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1336572.375000 Penalty: 4502.720215
	Iteration 81Q: 3 clusters Score -1336572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1336577.125000 Penalty: 4502.720215
	Iteration 82Q: 3 clusters Score -1336577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1336576.875000 Penalty: 4502.720215
	Iteration 83Q: 3 clusters Score -1336577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1336579.125000 Penalty: 4502.720215
	Iteration 84Q: 3 clusters Score -1336579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1336576.250000 Penalty: 4502.720215
	Iteration 85Q: 3 clusters Score -1336576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1336576.125000 Penalty: 4502.720215
	Iteration 86Q: 3 clusters Score -1336576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1336580.125000 Penalty: 4502.720215
	Iteration 87Q: 3 clusters Score -1336580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1336580.625000 Penalty: 4502.720215
	Iteration 88Q: 3 clusters Score -1336581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1336582.000000 Penalty: 4502.720215
	Iteration 89Q: 3 clusters Score -1336582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1336581.625000 Penalty: 4502.720215
	Iteration 90Q: 3 clusters Score -1336582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1336579.875000 Penalty: 4502.720215
	Iteration 91Q: 3 clusters Score -1336580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1336579.750000 Penalty: 4502.720215
	Iteration 92Q: 3 clusters Score -1336580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1336578.875000 Penalty: 4502.720215
	Iteration 93Q: 3 clusters Score -1336579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1336577.625000 Penalty: 4502.720215
	Iteration 94Q: 3 clusters Score -1336578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1336577.625000 Penalty: 4502.720215
	Iteration 95F: 3 clusters Score -1336578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Entering Unmasked Estep 
Score: -2568569.500000 Penalty: 2425.823242
	Iteration 0F: 2 clusters Score -2568570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2555908.250000 Penalty: 4851.646484
	Iteration 0F: 3 clusters Score -2555908 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2560258.250000 Penalty: 4851.646484
	Iteration 1F: 3 clusters Score -2560258 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2560934.750000 Penalty: 4851.646484
	Iteration 2F: 3 clusters Score -2560935 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2561571.000000 Penalty: 4851.646484
	Iteration 3F: 3 clusters Score -2561571 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2562204.750000 Penalty: 4851.646484
	Iteration 4F: 3 clusters Score -2562205 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2562871.000000 Penalty: 4851.646484
	Iteration 5F: 3 clusters Score -2562871 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2563457.750000 Penalty: 4851.646484
	Iteration 6F: 3 clusters Score -2563458 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2564072.000000 Penalty: 4851.646484
	Iteration 7Q: 3 clusters Score -2564072 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2564629.750000 Penalty: 4851.646484
	Iteration 8Q: 3 clusters Score -2564630 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2565138.000000 Penalty: 4851.646484
	Iteration 9Q: 3 clusters Score -2565138 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2565594.750000 Penalty: 4851.646484
	Iteration 10Q: 3 clusters Score -2565595 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2566001.750000 Penalty: 4851.646484
	Iteration 11Q: 3 clusters Score -2566002 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2566351.750000 Penalty: 4851.646484
	Iteration 12Q: 3 clusters Score -2566352 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2566648.250000 Penalty: 4851.646484
	Iteration 13Q: 3 clusters Score -2566648 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2566879.000000 Penalty: 4851.646484
	Iteration 14Q: 3 clusters Score -2566879 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2567024.750000 Penalty: 4851.646484
	Iteration 15Q: 3 clusters Score -2567025 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2567183.750000 Penalty: 4851.646484
	Iteration 16Q: 3 clusters Score -2567184 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2567314.250000 Penalty: 4851.646484
	Iteration 17Q: 3 clusters Score -2567314 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2567411.000000 Penalty: 4851.646484
	Iteration 18Q: 3 clusters Score -2567411 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2567498.250000 Penalty: 4851.646484
	Iteration 19Q: 3 clusters Score -2567498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2567579.750000 Penalty: 4851.646484
	Iteration 20F: 3 clusters Score -2567580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2567643.750000 Penalty: 4851.646484
	Iteration 21Q: 3 clusters Score -2567644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2567694.000000 Penalty: 4851.646484
	Iteration 22Q: 3 clusters Score -2567694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2567713.500000 Penalty: 4851.646484
	Iteration 23Q: 3 clusters Score -2567714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2567732.250000 Penalty: 4851.646484
	Iteration 24Q: 3 clusters Score -2567732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2567737.750000 Penalty: 4851.646484
	Iteration 25Q: 3 clusters Score -2567738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2567757.000000 Penalty: 4851.646484
	Iteration 26Q: 3 clusters Score -2567757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2567770.000000 Penalty: 4851.646484
	Iteration 27Q: 3 clusters Score -2567770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2567772.000000 Penalty: 4851.646484
	Iteration 28Q: 3 clusters Score -2567772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2567785.000000 Penalty: 4851.646484
	Iteration 29Q: 3 clusters Score -2567785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2567784.000000 Penalty: 4851.646484
	Iteration 30Q: 3 clusters Score -2567784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2567783.750000 Penalty: 4851.646484
	Iteration 31Q: 3 clusters Score -2567784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2567795.500000 Penalty: 4851.646484
	Iteration 32Q: 3 clusters Score -2567796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2567803.250000 Penalty: 4851.646484
	Iteration 33Q: 3 clusters Score -2567803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2567807.000000 Penalty: 4851.646484
	Iteration 34Q: 3 clusters Score -2567807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2567808.750000 Penalty: 4851.646484
	Iteration 35Q: 3 clusters Score -2567809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2567812.750000 Penalty: 4851.646484
	Iteration 36Q: 3 clusters Score -2567813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2567818.000000 Penalty: 4851.646484
	Iteration 37Q: 3 clusters Score -2567818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2567819.500000 Penalty: 4851.646484
	Iteration 38Q: 3 clusters Score -2567820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2567825.250000 Penalty: 4851.646484
	Iteration 39Q: 3 clusters Score -2567825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2567827.000000 Penalty: 4851.646484
	Iteration 40F: 3 clusters Score -2567827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2567826.750000 Penalty: 4851.646484
	Iteration 41Q: 3 clusters Score -2567827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2567832.000000 Penalty: 4851.646484
	Iteration 42Q: 3 clusters Score -2567832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2567833.250000 Penalty: 4851.646484
	Iteration 43Q: 3 clusters Score -2567833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2567842.250000 Penalty: 4851.646484
	Iteration 44Q: 3 clusters Score -2567842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2567848.000000 Penalty: 4851.646484
	Iteration 45Q: 3 clusters Score -2567848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2567851.250000 Penalty: 4851.646484
	Iteration 46Q: 3 clusters Score -2567851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2567853.500000 Penalty: 4851.646484
	Iteration 47Q: 3 clusters Score -2567854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2567853.000000 Penalty: 4851.646484
	Iteration 48Q: 3 clusters Score -2567853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2567854.500000 Penalty: 4851.646484
	Iteration 49Q: 3 clusters Score -2567854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2567860.250000 Penalty: 4851.646484
	Iteration 50Q: 3 clusters Score -2567860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2567862.500000 Penalty: 4851.646484
	Iteration 51Q: 3 clusters Score -2567862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2567866.000000 Penalty: 4851.646484
	Iteration 52Q: 3 clusters Score -2567866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2567866.500000 Penalty: 4851.646484
	Iteration 53Q: 3 clusters Score -2567866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2567867.750000 Penalty: 4851.646484
	Iteration 54Q: 3 clusters Score -2567868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2567867.250000 Penalty: 4851.646484
	Iteration 55Q: 3 clusters Score -2567867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2567868.000000 Penalty: 4851.646484
	Iteration 56Q: 3 clusters Score -2567868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2567869.500000 Penalty: 4851.646484
	Iteration 57Q: 3 clusters Score -2567870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2567869.750000 Penalty: 4851.646484
	Iteration 58Q: 3 clusters Score -2567870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2567869.750000 Penalty: 4851.646484
	Iteration 59F: 3 clusters Score -2567870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -344099.250000 Penalty: 1918.712402
	Iteration 0F: 2 clusters Score -344099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -341283.906250 Penalty: 3837.424805
	Iteration 0F: 3 clusters Score -341283.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -341863.843750 Penalty: 3837.424805
	Iteration 1F: 3 clusters Score -341863.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -342154.562500 Penalty: 3837.424805
	Iteration 2F: 3 clusters Score -342154.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342445.593750 Penalty: 3837.424805
	Iteration 3F: 3 clusters Score -342445.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -342619.375000 Penalty: 3837.424805
	Iteration 4F: 3 clusters Score -342619.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342770.031250 Penalty: 3837.424805
	Iteration 5Q: 3 clusters Score -342770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -342977.437500 Penalty: 3837.424805
	Iteration 6Q: 3 clusters Score -342977.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -343246.468750 Penalty: 3837.424805
	Iteration 7Q: 3 clusters Score -343246.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -343374.812500 Penalty: 3837.424805
	Iteration 8Q: 3 clusters Score -343374.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -343443.531250 Penalty: 3837.424805
	Iteration 9Q: 3 clusters Score -343443.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -343502.250000 Penalty: 3837.424805
	Iteration 10Q: 3 clusters Score -343502.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -343565.375000 Penalty: 3837.424805
	Iteration 11Q: 3 clusters Score -343565.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -343629.031250 Penalty: 3837.424805
	Iteration 12Q: 3 clusters Score -343629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -343662.718750 Penalty: 3837.424805
	Iteration 13Q: 3 clusters Score -343662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -343677.312500 Penalty: 3837.424805
	Iteration 14Q: 3 clusters Score -343677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -343691.406250 Penalty: 3837.424805
	Iteration 15Q: 3 clusters Score -343691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -343702.437500 Penalty: 3837.424805
	Iteration 16Q: 3 clusters Score -343702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343708.218750 Penalty: 3837.424805
	Iteration 17Q: 3 clusters Score -343708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -343717.062500 Penalty: 3837.424805
	Iteration 18Q: 3 clusters Score -343717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -343723.343750 Penalty: 3837.424805
	Iteration 19Q: 3 clusters Score -343723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -343730.750000 Penalty: 3837.424805
	Iteration 20F: 3 clusters Score -343730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -343737.343750 Penalty: 3837.424805
	Iteration 21Q: 3 clusters Score -343737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -343747.031250 Penalty: 3837.424805
	Iteration 22Q: 3 clusters Score -343747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -343754.812500 Penalty: 3837.424805
	Iteration 23Q: 3 clusters Score -343754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -343763.406250 Penalty: 3837.424805
	Iteration 24Q: 3 clusters Score -343763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343772.062500 Penalty: 3837.424805
	Iteration 25Q: 3 clusters Score -343772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -343783.656250 Penalty: 3837.424805
	Iteration 26Q: 3 clusters Score -343783.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343798.125000 Penalty: 3837.424805
	Iteration 27Q: 3 clusters Score -343798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -343824.906250 Penalty: 3837.424805
	Iteration 28Q: 3 clusters Score -343824.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -343886.343750 Penalty: 3837.424805
	Iteration 29Q: 3 clusters Score -343886.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -343962.312500 Penalty: 3837.424805
	Iteration 30Q: 3 clusters Score -343962.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -344036.656250 Penalty: 3837.424805
	Iteration 31Q: 3 clusters Score -344036.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -344063.968750 Penalty: 3837.424805
	Iteration 32Q: 3 clusters Score -344064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -344080.562500 Penalty: 3837.424805
	Iteration 33Q: 3 clusters Score -344080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -344090.281250 Penalty: 3837.424805
	Iteration 34Q: 3 clusters Score -344090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -344095.093750 Penalty: 3837.424805
	Iteration 35Q: 3 clusters Score -344095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -344095.531250 Penalty: 3837.424805
	Iteration 36Q: 3 clusters Score -344095.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -344096.437500 Penalty: 3837.424805
	Iteration 37Q: 3 clusters Score -344096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -344096.437500 Penalty: 3837.424805
	Iteration 38F: 3 clusters Score -344096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47626.640625 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47626.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46314.699219 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46314.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46470.378906 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46470.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46530.304688 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -46530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46563.097656 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46586.046875 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -46586.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46593.757812 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -46593.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46611.507812 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -46611.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46611.507812 Penalty: 2870.301025
	Iteration 7F: 3 clusters Score -46611.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (94253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Entering Unmasked Estep 
Score: -15124069.000000 Penalty: 2840.527100
	Iteration 0F: 2 clusters Score -1.512407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -15067061.000000 Penalty: 5681.054199
	Iteration 0F: 3 clusters Score -1.506706e+07 nChanged 44445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -15092024.000000 Penalty: 5681.054199
	Iteration 1F: 3 clusters Score -1.509202e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -15093014.000000 Penalty: 5681.054199
	Iteration 2Q: 3 clusters Score -1.509301e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -15094158.000000 Penalty: 5681.054199
	Iteration 3Q: 3 clusters Score -1.509416e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -15095636.000000 Penalty: 5681.054199
	Iteration 4Q: 3 clusters Score -1.509564e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -15097718.000000 Penalty: 5681.054199
	Iteration 5Q: 3 clusters Score -1.509772e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -15100831.000000 Penalty: 5681.054199
	Iteration 6F: 3 clusters Score -1.510083e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -15105129.000000 Penalty: 5681.054199
	Iteration 7F: 3 clusters Score -1.510513e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -15110192.000000 Penalty: 5681.054199
	Iteration 8F: 3 clusters Score -1.511019e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -15114658.000000 Penalty: 5681.054199
	Iteration 9F: 3 clusters Score -1.511466e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -15117392.000000 Penalty: 5681.054199
	Iteration 10F: 3 clusters Score -1.511739e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -15118997.000000 Penalty: 5681.054199
	Iteration 11Q: 3 clusters Score -1.5119e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -15119954.000000 Penalty: 5681.054199
	Iteration 12Q: 3 clusters Score -1.511995e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -15120469.000000 Penalty: 5681.054199
	Iteration 13Q: 3 clusters Score -1.512047e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -15120850.000000 Penalty: 5681.054199
	Iteration 14Q: 3 clusters Score -1.512085e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15121106.000000 Penalty: 5681.054199
	Iteration 15Q: 3 clusters Score -1.512111e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15121322.000000 Penalty: 5681.054199
	Iteration 16Q: 3 clusters Score -1.512132e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15121458.000000 Penalty: 5681.054199
	Iteration 17Q: 3 clusters Score -1.512146e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15121567.000000 Penalty: 5681.054199
	Iteration 18Q: 3 clusters Score -1.512157e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -15121609.000000 Penalty: 5681.054199
	Iteration 19Q: 3 clusters Score -1.512161e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15121670.000000 Penalty: 5681.054199
	Iteration 20F: 3 clusters Score -1.512167e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15121719.000000 Penalty: 5681.054199
	Iteration 21Q: 3 clusters Score -1.512172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15121777.000000 Penalty: 5681.054199
	Iteration 22Q: 3 clusters Score -1.512178e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15121793.000000 Penalty: 5681.054199
	Iteration 23Q: 3 clusters Score -1.512179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -15121812.000000 Penalty: 5681.054199
	Iteration 24Q: 3 clusters Score -1.512181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15121840.000000 Penalty: 5681.054199
	Iteration 25Q: 3 clusters Score -1.512184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15121845.000000 Penalty: 5681.054199
	Iteration 26Q: 3 clusters Score -1.512184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15121855.000000 Penalty: 5681.054199
	Iteration 27Q: 3 clusters Score -1.512186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -15121871.000000 Penalty: 5681.054199
	Iteration 28Q: 3 clusters Score -1.512187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15121891.000000 Penalty: 5681.054199
	Iteration 29Q: 3 clusters Score -1.512189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15121900.000000 Penalty: 5681.054199
	Iteration 30Q: 3 clusters Score -1.51219e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15121900.000000 Penalty: 5681.054199
	Iteration 31Q: 3 clusters Score -1.51219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15121903.000000 Penalty: 5681.054199
	Iteration 32Q: 3 clusters Score -1.51219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15121904.000000 Penalty: 5681.054199
	Iteration 33Q: 3 clusters Score -1.51219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15121900.000000 Penalty: 5681.054199
	Iteration 34Q: 3 clusters Score -1.51219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15121894.000000 Penalty: 5681.054199
	Iteration 35Q: 3 clusters Score -1.512189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15121893.000000 Penalty: 5681.054199
	Iteration 36Q: 3 clusters Score -1.512189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15121891.000000 Penalty: 5681.054199
	Iteration 37Q: 3 clusters Score -1.512189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15121900.000000 Penalty: 5681.054199
	Iteration 38Q: 3 clusters Score -1.51219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15121913.000000 Penalty: 5681.054199
	Iteration 39Q: 3 clusters Score -1.512191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15121908.000000 Penalty: 5681.054199
	Iteration 40F: 3 clusters Score -1.512191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15121907.000000 Penalty: 5681.054199
	Iteration 41Q: 3 clusters Score -1.512191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15121908.000000 Penalty: 5681.054199
	Iteration 42Q: 3 clusters Score -1.512191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15121909.000000 Penalty: 5681.054199
	Iteration 43Q: 3 clusters Score -1.512191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15121912.000000 Penalty: 5681.054199
	Iteration 44Q: 3 clusters Score -1.512191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15121909.000000 Penalty: 5681.054199
	Iteration 45Q: 3 clusters Score -1.512191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15121915.000000 Penalty: 5681.054199
	Iteration 46Q: 3 clusters Score -1.512192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15121916.000000 Penalty: 5681.054199
	Iteration 47Q: 3 clusters Score -1.512192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15121918.000000 Penalty: 5681.054199
	Iteration 48Q: 3 clusters Score -1.512192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15121904.000000 Penalty: 5681.054199
	Iteration 49Q: 3 clusters Score -1.51219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15121911.000000 Penalty: 5681.054199
	Iteration 50Q: 3 clusters Score -1.512191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15121903.000000 Penalty: 5681.054199
	Iteration 51Q: 3 clusters Score -1.51219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15121909.000000 Penalty: 5681.054199
	Iteration 52Q: 3 clusters Score -1.512191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15121910.000000 Penalty: 5681.054199
	Iteration 53Q: 3 clusters Score -1.512191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15121910.000000 Penalty: 5681.054199
	Iteration 54F: 3 clusters Score -1.512191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Entering Unmasked Estep 
Score: -2240306.500000 Penalty: 2370.532959
	Iteration 0F: 2 clusters Score -2240306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2230019.750000 Penalty: 4741.065918
	Iteration 0F: 3 clusters Score -2230020 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2233250.000000 Penalty: 4741.065918
	Iteration 1F: 3 clusters Score -2233250 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2233579.500000 Penalty: 4741.065918
	Iteration 2F: 3 clusters Score -2233580 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2233867.750000 Penalty: 4741.065918
	Iteration 3Q: 3 clusters Score -2233868 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2234130.000000 Penalty: 4741.065918
	Iteration 4Q: 3 clusters Score -2234130 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2234374.250000 Penalty: 4741.065918
	Iteration 5Q: 3 clusters Score -2234374 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2234680.000000 Penalty: 4741.065918
	Iteration 6Q: 3 clusters Score -2234680 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2235079.250000 Penalty: 4741.065918
	Iteration 7Q: 3 clusters Score -2235079 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2235551.750000 Penalty: 4741.065918
	Iteration 8Q: 3 clusters Score -2235552 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2236036.500000 Penalty: 4741.065918
	Iteration 9Q: 3 clusters Score -2236036 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2236425.750000 Penalty: 4741.065918
	Iteration 10Q: 3 clusters Score -2236426 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2236733.500000 Penalty: 4741.065918
	Iteration 11Q: 3 clusters Score -2236734 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2237006.250000 Penalty: 4741.065918
	Iteration 12Q: 3 clusters Score -2237006 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2237306.250000 Penalty: 4741.065918
	Iteration 13Q: 3 clusters Score -2237306 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2237576.750000 Penalty: 4741.065918
	Iteration 14Q: 3 clusters Score -2237577 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2237818.250000 Penalty: 4741.065918
	Iteration 15Q: 3 clusters Score -2237818 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2238034.000000 Penalty: 4741.065918
	Iteration 16Q: 3 clusters Score -2238034 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2238199.000000 Penalty: 4741.065918
	Iteration 17Q: 3 clusters Score -2238199 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2238325.250000 Penalty: 4741.065918
	Iteration 18Q: 3 clusters Score -2238325 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2238420.750000 Penalty: 4741.065918
	Iteration 19Q: 3 clusters Score -2238421 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2238501.000000 Penalty: 4741.065918
	Iteration 20F: 3 clusters Score -2238501 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2238604.000000 Penalty: 4741.065918
	Iteration 21Q: 3 clusters Score -2238604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2238744.750000 Penalty: 4741.065918
	Iteration 22Q: 3 clusters Score -2238745 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2238885.250000 Penalty: 4741.065918
	Iteration 23Q: 3 clusters Score -2238885 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2239013.000000 Penalty: 4741.065918
	Iteration 24Q: 3 clusters Score -2239013 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2239112.250000 Penalty: 4741.065918
	Iteration 25Q: 3 clusters Score -2239112 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2239180.750000 Penalty: 4741.065918
	Iteration 26Q: 3 clusters Score -2239181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2239236.750000 Penalty: 4741.065918
	Iteration 27Q: 3 clusters Score -2239237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2239266.250000 Penalty: 4741.065918
	Iteration 28Q: 3 clusters Score -2239266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2239289.250000 Penalty: 4741.065918
	Iteration 29Q: 3 clusters Score -2239289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2239302.250000 Penalty: 4741.065918
	Iteration 30Q: 3 clusters Score -2239302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2239315.750000 Penalty: 4741.065918
	Iteration 31Q: 3 clusters Score -2239316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2239317.250000 Penalty: 4741.065918
	Iteration 32Q: 3 clusters Score -2239317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2239328.000000 Penalty: 4741.065918
	Iteration 33Q: 3 clusters Score -2239328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2239326.250000 Penalty: 4741.065918
	Iteration 34Q: 3 clusters Score -2239326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2239329.750000 Penalty: 4741.065918
	Iteration 35Q: 3 clusters Score -2239330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2239329.500000 Penalty: 4741.065918
	Iteration 36Q: 3 clusters Score -2239330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2239333.000000 Penalty: 4741.065918
	Iteration 37Q: 3 clusters Score -2239333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2239333.000000 Penalty: 4741.065918
	Iteration 38Q: 3 clusters Score -2239333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2239332.000000 Penalty: 4741.065918
	Iteration 39Q: 3 clusters Score -2239332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2239332.500000 Penalty: 4741.065918
	Iteration 40F: 3 clusters Score -2239332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2239331.750000 Penalty: 4741.065918
	Iteration 41Q: 3 clusters Score -2239332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2239333.750000 Penalty: 4741.065918
	Iteration 42Q: 3 clusters Score -2239334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2239333.750000 Penalty: 4741.065918
	Iteration 43F: 3 clusters Score -2239334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -1071962.250000 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -1071962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1065967.125000 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -1065967 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1068004.000000 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -1068004 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1068754.750000 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -1068755 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1069472.000000 Penalty: 4422.720215
	Iteration 3F: 3 clusters Score -1069472 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1069959.625000 Penalty: 4422.720215
	Iteration 4F: 3 clusters Score -1069960 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1070306.250000 Penalty: 4422.720215
	Iteration 5F: 3 clusters Score -1070306 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1070585.750000 Penalty: 4422.720215
	Iteration 6Q: 3 clusters Score -1070586 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1070787.625000 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -1070788 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1070939.500000 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -1070940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1071071.125000 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -1071071 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1071180.250000 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -1071180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1071288.750000 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -1071289 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1071421.750000 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -1071422 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1071568.500000 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -1071568 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1071663.500000 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -1071664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1071710.750000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -1071711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1071747.125000 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -1071747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1071772.625000 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -1071773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1071793.000000 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -1071793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1071802.125000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -1071802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1071813.250000 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -1071813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1071820.500000 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -1071820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1071827.750000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -1071828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1071835.250000 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -1071835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1071837.750000 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -1071838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1071844.750000 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -1071845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1071850.875000 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -1071851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1071854.875000 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -1071855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1071856.250000 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -1071856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1071859.250000 Penalty: 4422.720215
	Iteration 29Q: 3 clusters Score -1071859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1071860.375000 Penalty: 4422.720215
	Iteration 30Q: 3 clusters Score -1071860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1071865.375000 Penalty: 4422.720215
	Iteration 31Q: 3 clusters Score -1071865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1071866.500000 Penalty: 4422.720215
	Iteration 32Q: 3 clusters Score -1071866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1071865.000000 Penalty: 4422.720215
	Iteration 33Q: 3 clusters Score -1071865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1071866.375000 Penalty: 4422.720215
	Iteration 34Q: 3 clusters Score -1071866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1071867.125000 Penalty: 4422.720215
	Iteration 35Q: 3 clusters Score -1071867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1071869.250000 Penalty: 4422.720215
	Iteration 36Q: 3 clusters Score -1071869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1071870.500000 Penalty: 4422.720215
	Iteration 37Q: 3 clusters Score -1071870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1071870.500000 Penalty: 4422.720215
	Iteration 38F: 3 clusters Score -1071870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Entering Unmasked Estep 
Score: -14401470.000000 Penalty: 2831.753662
	Iteration 0F: 2 clusters Score -1.440147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -14346180.000000 Penalty: 5663.507324
	Iteration 0F: 3 clusters Score -1.434618e+07 nChanged 42718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -14370786.000000 Penalty: 5663.507324
	Iteration 1F: 3 clusters Score -1.437079e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -14371427.000000 Penalty: 5663.507324
	Iteration 2Q: 3 clusters Score -1.437143e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -14372036.000000 Penalty: 5663.507324
	Iteration 3Q: 3 clusters Score -1.437204e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -14372590.000000 Penalty: 5663.507324
	Iteration 4Q: 3 clusters Score -1.437259e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -14373196.000000 Penalty: 5663.507324
	Iteration 5Q: 3 clusters Score -1.43732e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -14373850.000000 Penalty: 5663.507324
	Iteration 6Q: 3 clusters Score -1.437385e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -14374746.000000 Penalty: 5663.507324
	Iteration 7Q: 3 clusters Score -1.437475e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -14375873.000000 Penalty: 5663.507324
	Iteration 8Q: 3 clusters Score -1.437587e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -14377447.000000 Penalty: 5663.507324
	Iteration 9Q: 3 clusters Score -1.437745e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -14379971.000000 Penalty: 5663.507324
	Iteration 10F: 3 clusters Score -1.437997e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -14383376.000000 Penalty: 5663.507324
	Iteration 11F: 3 clusters Score -1.438338e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -14387463.000000 Penalty: 5663.507324
	Iteration 12F: 3 clusters Score -1.438746e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -14391502.000000 Penalty: 5663.507324
	Iteration 13F: 3 clusters Score -1.43915e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81192 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -14394483.000000 Penalty: 5663.507324
	Iteration 14F: 3 clusters Score -1.439448e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84592 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -14396311.000000 Penalty: 5663.507324
	Iteration 15Q: 3 clusters Score -1.439631e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -14397358.000000 Penalty: 5663.507324
	Iteration 16Q: 3 clusters Score -1.439736e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88282 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -14397997.000000 Penalty: 5663.507324
	Iteration 17Q: 3 clusters Score -1.4398e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -14398434.000000 Penalty: 5663.507324
	Iteration 18Q: 3 clusters Score -1.439843e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -14398678.000000 Penalty: 5663.507324
	Iteration 19Q: 3 clusters Score -1.439868e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -14398852.000000 Penalty: 5663.507324
	Iteration 20F: 3 clusters Score -1.439885e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14398955.000000 Penalty: 5663.507324
	Iteration 21Q: 3 clusters Score -1.439896e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14398999.000000 Penalty: 5663.507324
	Iteration 22Q: 3 clusters Score -1.4399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14399047.000000 Penalty: 5663.507324
	Iteration 23Q: 3 clusters Score -1.439905e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14399096.000000 Penalty: 5663.507324
	Iteration 24Q: 3 clusters Score -1.43991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14399106.000000 Penalty: 5663.507324
	Iteration 25Q: 3 clusters Score -1.439911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14399119.000000 Penalty: 5663.507324
	Iteration 26Q: 3 clusters Score -1.439912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14399137.000000 Penalty: 5663.507324
	Iteration 27Q: 3 clusters Score -1.439914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14399152.000000 Penalty: 5663.507324
	Iteration 28Q: 3 clusters Score -1.439915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14399163.000000 Penalty: 5663.507324
	Iteration 29Q: 3 clusters Score -1.439916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14399154.000000 Penalty: 5663.507324
	Iteration 30Q: 3 clusters Score -1.439915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14399162.000000 Penalty: 5663.507324
	Iteration 31Q: 3 clusters Score -1.439916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14399161.000000 Penalty: 5663.507324
	Iteration 32Q: 3 clusters Score -1.439916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14399160.000000 Penalty: 5663.507324
	Iteration 33Q: 3 clusters Score -1.439916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14399157.000000 Penalty: 5663.507324
	Iteration 34Q: 3 clusters Score -1.439916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14399142.000000 Penalty: 5663.507324
	Iteration 35Q: 3 clusters Score -1.439914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14399154.000000 Penalty: 5663.507324
	Iteration 36Q: 3 clusters Score -1.439915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14399155.000000 Penalty: 5663.507324
	Iteration 37Q: 3 clusters Score -1.439916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14399144.000000 Penalty: 5663.507324
	Iteration 38Q: 3 clusters Score -1.439914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14399156.000000 Penalty: 5663.507324
	Iteration 39Q: 3 clusters Score -1.439916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -14399158.000000 Penalty: 5663.507324
	Iteration 40F: 3 clusters Score -1.439916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14399167.000000 Penalty: 5663.507324
	Iteration 41Q: 3 clusters Score -1.439917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14399165.000000 Penalty: 5663.507324
	Iteration 42Q: 3 clusters Score -1.439916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14399162.000000 Penalty: 5663.507324
	Iteration 43Q: 3 clusters Score -1.439916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14399172.000000 Penalty: 5663.507324
	Iteration 44Q: 3 clusters Score -1.439917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -14399173.000000 Penalty: 5663.507324
	Iteration 45Q: 3 clusters Score -1.439917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -14399173.000000 Penalty: 5663.507324
	Iteration 46F: 3 clusters Score -1.439917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Entering Unmasked Estep 
Score: -3972856.250000 Penalty: 2527.766357
	Iteration 0F: 2 clusters Score -3972856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3954290.000000 Penalty: 5055.532715
	Iteration 0F: 3 clusters Score -3954290 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3961255.750000 Penalty: 5055.532715
	Iteration 1F: 3 clusters Score -3961256 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3962446.250000 Penalty: 5055.532715
	Iteration 2F: 3 clusters Score -3962446 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3964092.000000 Penalty: 5055.532715
	Iteration 3F: 3 clusters Score -3964092 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3965975.750000 Penalty: 5055.532715
	Iteration 4F: 3 clusters Score -3965976 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3967595.500000 Penalty: 5055.532715
	Iteration 5F: 3 clusters Score -3967596 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3968871.750000 Penalty: 5055.532715
	Iteration 6F: 3 clusters Score -3968872 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3969830.750000 Penalty: 5055.532715
	Iteration 7Q: 3 clusters Score -3969831 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3970589.500000 Penalty: 5055.532715
	Iteration 8Q: 3 clusters Score -3970590 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3971264.000000 Penalty: 5055.532715
	Iteration 9Q: 3 clusters Score -3971264 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3971846.250000 Penalty: 5055.532715
	Iteration 10Q: 3 clusters Score -3971846 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3972296.250000 Penalty: 5055.532715
	Iteration 11Q: 3 clusters Score -3972296 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3972669.250000 Penalty: 5055.532715
	Iteration 12Q: 3 clusters Score -3972669 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3973051.500000 Penalty: 5055.532715
	Iteration 13Q: 3 clusters Score -3973052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -3973412.000000 Penalty: 5055.532715
	Iteration 14Q: 3 clusters Score -3973412 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3973641.500000 Penalty: 5055.532715
	Iteration 15Q: 3 clusters Score -3973642 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3973716.000000 Penalty: 5055.532715
	Iteration 16Q: 3 clusters Score -3973716 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3973764.000000 Penalty: 5055.532715
	Iteration 17Q: 3 clusters Score -3973764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3973776.000000 Penalty: 5055.532715
	Iteration 18Q: 3 clusters Score -3973776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3973795.500000 Penalty: 5055.532715
	Iteration 19Q: 3 clusters Score -3973796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3973788.250000 Penalty: 5055.532715
	Iteration 20F: 3 clusters Score -3973788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3973797.250000 Penalty: 5055.532715
	Iteration 21Q: 3 clusters Score -3973797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3973799.500000 Penalty: 5055.532715
	Iteration 22Q: 3 clusters Score -3973800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3973803.500000 Penalty: 5055.532715
	Iteration 23Q: 3 clusters Score -3973804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3973805.750000 Penalty: 5055.532715
	Iteration 24Q: 3 clusters Score -3973806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3973807.500000 Penalty: 5055.532715
	Iteration 25Q: 3 clusters Score -3973808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3973808.750000 Penalty: 5055.532715
	Iteration 26Q: 3 clusters Score -3973809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3973806.000000 Penalty: 5055.532715
	Iteration 27Q: 3 clusters Score -3973806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3973814.750000 Penalty: 5055.532715
	Iteration 28Q: 3 clusters Score -3973815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3973817.000000 Penalty: 5055.532715
	Iteration 29Q: 3 clusters Score -3973817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3973816.500000 Penalty: 5055.532715
	Iteration 30Q: 3 clusters Score -3973816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3973815.000000 Penalty: 5055.532715
	Iteration 31Q: 3 clusters Score -3973815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3973819.500000 Penalty: 5055.532715
	Iteration 32Q: 3 clusters Score -3973820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3973823.000000 Penalty: 5055.532715
	Iteration 33Q: 3 clusters Score -3973823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3973824.500000 Penalty: 5055.532715
	Iteration 34Q: 3 clusters Score -3973824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3973824.500000 Penalty: 5055.532715
	Iteration 35F: 3 clusters Score -3973824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 19769 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 6936 members 
Entering Unmasked Estep 
Score: -151877856.000000 Penalty: 195284.437500
Splitting cluster 29 changes total score from -151877984.000000 to -151877856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (10978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Entering Unmasked Estep 
Score: -1704331.250000 Penalty: 2307.304932
	Iteration 0F: 2 clusters Score -1704331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1696068.250000 Penalty: 4614.609863
	Iteration 0F: 3 clusters Score -1696068 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1698658.750000 Penalty: 4614.609863
	Iteration 1F: 3 clusters Score -1698659 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1699224.125000 Penalty: 4614.609863
	Iteration 2F: 3 clusters Score -1699224 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1699718.375000 Penalty: 4614.609863
	Iteration 3F: 3 clusters Score -1699718 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1700286.000000 Penalty: 4614.609863
	Iteration 4F: 3 clusters Score -1700286 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1700893.125000 Penalty: 4614.609863
	Iteration 5F: 3 clusters Score -1700893 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1701468.125000 Penalty: 4614.609863
	Iteration 6F: 3 clusters Score -1701468 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1701894.750000 Penalty: 4614.609863
	Iteration 7F: 3 clusters Score -1701895 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1702168.875000 Penalty: 4614.609863
	Iteration 8Q: 3 clusters Score -1702169 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1702320.250000 Penalty: 4614.609863
	Iteration 9Q: 3 clusters Score -1702320 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1702396.625000 Penalty: 4614.609863
	Iteration 10Q: 3 clusters Score -1702397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1702445.000000 Penalty: 4614.609863
	Iteration 11Q: 3 clusters Score -1702445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1702473.875000 Penalty: 4614.609863
	Iteration 12Q: 3 clusters Score -1702474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1702489.875000 Penalty: 4614.609863
	Iteration 13Q: 3 clusters Score -1702490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1702504.250000 Penalty: 4614.609863
	Iteration 14Q: 3 clusters Score -1702504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1702510.375000 Penalty: 4614.609863
	Iteration 15Q: 3 clusters Score -1702510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1702521.125000 Penalty: 4614.609863
	Iteration 16Q: 3 clusters Score -1702521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1702529.875000 Penalty: 4614.609863
	Iteration 17Q: 3 clusters Score -1702530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1702537.875000 Penalty: 4614.609863
	Iteration 18Q: 3 clusters Score -1702538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1702542.625000 Penalty: 4614.609863
	Iteration 19Q: 3 clusters Score -1702543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1702553.250000 Penalty: 4614.609863
	Iteration 20F: 3 clusters Score -1702553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1702556.750000 Penalty: 4614.609863
	Iteration 21Q: 3 clusters Score -1702557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1702560.875000 Penalty: 4614.609863
	Iteration 22Q: 3 clusters Score -1702561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1702569.500000 Penalty: 4614.609863
	Iteration 23Q: 3 clusters Score -1702570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1702574.750000 Penalty: 4614.609863
	Iteration 24Q: 3 clusters Score -1702575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1702577.375000 Penalty: 4614.609863
	Iteration 25Q: 3 clusters Score -1702577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1702579.500000 Penalty: 4614.609863
	Iteration 26Q: 3 clusters Score -1702580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1702588.500000 Penalty: 4614.609863
	Iteration 27Q: 3 clusters Score -1702588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1702598.500000 Penalty: 4614.609863
	Iteration 28Q: 3 clusters Score -1702598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1702607.125000 Penalty: 4614.609863
	Iteration 29Q: 3 clusters Score -1702607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1702609.625000 Penalty: 4614.609863
	Iteration 30Q: 3 clusters Score -1702610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1702613.875000 Penalty: 4614.609863
	Iteration 31Q: 3 clusters Score -1702614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1702625.000000 Penalty: 4614.609863
	Iteration 32Q: 3 clusters Score -1702625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1702625.750000 Penalty: 4614.609863
	Iteration 33Q: 3 clusters Score -1702626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1702634.250000 Penalty: 4614.609863
	Iteration 34Q: 3 clusters Score -1702634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1702640.875000 Penalty: 4614.609863
	Iteration 35Q: 3 clusters Score -1702641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1702641.500000 Penalty: 4614.609863
	Iteration 36Q: 3 clusters Score -1702642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1702643.125000 Penalty: 4614.609863
	Iteration 37Q: 3 clusters Score -1702643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1702649.375000 Penalty: 4614.609863
	Iteration 38Q: 3 clusters Score -1702649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1702649.625000 Penalty: 4614.609863
	Iteration 39Q: 3 clusters Score -1702650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1702651.750000 Penalty: 4614.609863
	Iteration 40F: 3 clusters Score -1702652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1702651.875000 Penalty: 4614.609863
	Iteration 41Q: 3 clusters Score -1702652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1702651.625000 Penalty: 4614.609863
	Iteration 42Q: 3 clusters Score -1702652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1702652.125000 Penalty: 4614.609863
	Iteration 43Q: 3 clusters Score -1702652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1702652.375000 Penalty: 4614.609863
	Iteration 44Q: 3 clusters Score -1702652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1702657.750000 Penalty: 4614.609863
	Iteration 45Q: 3 clusters Score -1702658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1702662.000000 Penalty: 4614.609863
	Iteration 46Q: 3 clusters Score -1702662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1702660.875000 Penalty: 4614.609863
	Iteration 47Q: 3 clusters Score -1702661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1702658.625000 Penalty: 4614.609863
	Iteration 48Q: 3 clusters Score -1702659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1702657.625000 Penalty: 4614.609863
	Iteration 49Q: 3 clusters Score -1702658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1702657.750000 Penalty: 4614.609863
	Iteration 50Q: 3 clusters Score -1702658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1702660.250000 Penalty: 4614.609863
	Iteration 51Q: 3 clusters Score -1702660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1702658.125000 Penalty: 4614.609863
	Iteration 52Q: 3 clusters Score -1702658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1702658.125000 Penalty: 4614.609863
	Iteration 53F: 3 clusters Score -1702658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -207811.093750 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -207811.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -205644.218750 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -205644.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -205960.171875 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -205960.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -206065.750000 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -206065.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -206106.031250 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -206106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -206136.531250 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -206136.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206150.265625 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -206150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -206159.218750 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -206159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -206164.468750 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -206164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -206167.750000 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -206167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -206171.921875 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -206171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -206174.953125 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -206175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -206176.171875 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -206176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -206176.609375 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -206176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -206176.968750 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -206177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -206178.156250 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -206178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -206178.156250 Penalty: 3571.410645
	Iteration 15F: 3 clusters Score -206178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Entering Unmasked Estep 
Score: -1157924.875000 Penalty: 2219.055908
	Iteration 0F: 2 clusters Score -1157925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1151680.375000 Penalty: 4438.111816
	Iteration 0F: 3 clusters Score -1151680 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1153484.625000 Penalty: 4438.111816
	Iteration 1F: 3 clusters Score -1153485 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1153772.000000 Penalty: 4438.111816
	Iteration 2F: 3 clusters Score -1153772 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1154028.250000 Penalty: 4438.111816
	Iteration 3F: 3 clusters Score -1154028 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1154208.875000 Penalty: 4438.111816
	Iteration 4Q: 3 clusters Score -1154209 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1154392.625000 Penalty: 4438.111816
	Iteration 5Q: 3 clusters Score -1154393 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1154567.375000 Penalty: 4438.111816
	Iteration 6Q: 3 clusters Score -1154567 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1154747.000000 Penalty: 4438.111816
	Iteration 7Q: 3 clusters Score -1154747 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1154903.625000 Penalty: 4438.111816
	Iteration 8Q: 3 clusters Score -1154904 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1155080.625000 Penalty: 4438.111816
	Iteration 9Q: 3 clusters Score -1155081 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1155219.500000 Penalty: 4438.111816
	Iteration 10Q: 3 clusters Score -1155220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1155327.250000 Penalty: 4438.111816
	Iteration 11Q: 3 clusters Score -1155327 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1155420.750000 Penalty: 4438.111816
	Iteration 12Q: 3 clusters Score -1155421 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1155540.375000 Penalty: 4438.111816
	Iteration 13Q: 3 clusters Score -1155540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1155654.125000 Penalty: 4438.111816
	Iteration 14Q: 3 clusters Score -1155654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1155764.000000 Penalty: 4438.111816
	Iteration 15Q: 3 clusters Score -1155764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1155851.000000 Penalty: 4438.111816
	Iteration 16Q: 3 clusters Score -1155851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1155939.250000 Penalty: 4438.111816
	Iteration 17Q: 3 clusters Score -1155939 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1156029.250000 Penalty: 4438.111816
	Iteration 18Q: 3 clusters Score -1156029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1156110.250000 Penalty: 4438.111816
	Iteration 19Q: 3 clusters Score -1156110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1156202.500000 Penalty: 4438.111816
	Iteration 20F: 3 clusters Score -1156202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1156316.250000 Penalty: 4438.111816
	Iteration 21Q: 3 clusters Score -1156316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1156446.500000 Penalty: 4438.111816
	Iteration 22Q: 3 clusters Score -1156446 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1156605.750000 Penalty: 4438.111816
	Iteration 23Q: 3 clusters Score -1156606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1156750.875000 Penalty: 4438.111816
	Iteration 24Q: 3 clusters Score -1156751 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1156860.750000 Penalty: 4438.111816
	Iteration 25Q: 3 clusters Score -1156861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1156934.000000 Penalty: 4438.111816
	Iteration 26Q: 3 clusters Score -1156934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1156974.000000 Penalty: 4438.111816
	Iteration 27Q: 3 clusters Score -1156974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1157002.375000 Penalty: 4438.111816
	Iteration 28Q: 3 clusters Score -1157002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1157026.500000 Penalty: 4438.111816
	Iteration 29Q: 3 clusters Score -1157026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1157042.875000 Penalty: 4438.111816
	Iteration 30Q: 3 clusters Score -1157043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1157062.375000 Penalty: 4438.111816
	Iteration 31Q: 3 clusters Score -1157062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1157073.750000 Penalty: 4438.111816
	Iteration 32Q: 3 clusters Score -1157074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1157079.625000 Penalty: 4438.111816
	Iteration 33Q: 3 clusters Score -1157080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1157086.625000 Penalty: 4438.111816
	Iteration 34Q: 3 clusters Score -1157087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1157095.875000 Penalty: 4438.111816
	Iteration 35Q: 3 clusters Score -1157096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1157103.500000 Penalty: 4438.111816
	Iteration 36Q: 3 clusters Score -1157104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1157107.000000 Penalty: 4438.111816
	Iteration 37Q: 3 clusters Score -1157107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1157114.125000 Penalty: 4438.111816
	Iteration 38Q: 3 clusters Score -1157114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1157121.750000 Penalty: 4438.111816
	Iteration 39Q: 3 clusters Score -1157122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1157128.500000 Penalty: 4438.111816
	Iteration 40F: 3 clusters Score -1157128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1157133.750000 Penalty: 4438.111816
	Iteration 41Q: 3 clusters Score -1157134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1157137.500000 Penalty: 4438.111816
	Iteration 42Q: 3 clusters Score -1157138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1157141.000000 Penalty: 4438.111816
	Iteration 43Q: 3 clusters Score -1157141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1157144.750000 Penalty: 4438.111816
	Iteration 44Q: 3 clusters Score -1157145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1157145.250000 Penalty: 4438.111816
	Iteration 45Q: 3 clusters Score -1157145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1157149.000000 Penalty: 4438.111816
	Iteration 46Q: 3 clusters Score -1157149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1157151.000000 Penalty: 4438.111816
	Iteration 47Q: 3 clusters Score -1157151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1157150.625000 Penalty: 4438.111816
	Iteration 48Q: 3 clusters Score -1157151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1157151.750000 Penalty: 4438.111816
	Iteration 49Q: 3 clusters Score -1157152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1157151.750000 Penalty: 4438.111816
	Iteration 50F: 3 clusters Score -1157152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -454749.125000 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -454749.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -451541.531250 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -451541.5 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -452271.562500 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -452271.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -452446.593750 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -452446.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -452543.031250 Penalty: 3958.600586
	Iteration 3Q: 3 clusters Score -452543 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -452621.687500 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -452621.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -452694.593750 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -452694.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -452768.093750 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -452768.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -452837.187500 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -452837.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -452900.781250 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -452900.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -452965.531250 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -452965.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -453018.843750 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -453018.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -453061.468750 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -453061.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -453117.000000 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -453117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -453166.343750 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -453166.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453205.187500 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -453205.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -453233.125000 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -453233.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -453252.531250 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -453252.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -453269.906250 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -453269.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -453287.875000 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -453287.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -453304.031250 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -453304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -453323.031250 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -453323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -453339.218750 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -453339.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -453356.468750 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -453356.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -453365.437500 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -453365.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -453371.156250 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -453371.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -453379.531250 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -453379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -453382.812500 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -453382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -453384.187500 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -453384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -453385.375000 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -453385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -453388.968750 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -453389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -453392.625000 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -453392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -453394.593750 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -453394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -453397.343750 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -453397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -453397.031250 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -453397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -453397.031250 Penalty: 3958.600586
	Iteration 34F: 3 clusters Score -453397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Entering Unmasked Estep 
Score: -1516841.750000 Penalty: 2271.495850
	Iteration 0F: 2 clusters Score -1516842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1509525.875000 Penalty: 4542.991699
	Iteration 0F: 3 clusters Score -1509526 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1511715.500000 Penalty: 4542.991699
	Iteration 1F: 3 clusters Score -1511716 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1512140.000000 Penalty: 4542.991699
	Iteration 2F: 3 clusters Score -1512140 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1512605.500000 Penalty: 4542.991699
	Iteration 3F: 3 clusters Score -1512606 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1513220.250000 Penalty: 4542.991699
	Iteration 4F: 3 clusters Score -1513220 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1513861.250000 Penalty: 4542.991699
	Iteration 5F: 3 clusters Score -1513861 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1514380.125000 Penalty: 4542.991699
	Iteration 6F: 3 clusters Score -1514380 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1514711.500000 Penalty: 4542.991699
	Iteration 7F: 3 clusters Score -1514712 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1514881.750000 Penalty: 4542.991699
	Iteration 8Q: 3 clusters Score -1514882 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1514963.500000 Penalty: 4542.991699
	Iteration 9Q: 3 clusters Score -1514964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1515003.000000 Penalty: 4542.991699
	Iteration 10Q: 3 clusters Score -1515003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1515029.375000 Penalty: 4542.991699
	Iteration 11Q: 3 clusters Score -1515029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1515037.500000 Penalty: 4542.991699
	Iteration 12Q: 3 clusters Score -1515038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1515042.000000 Penalty: 4542.991699
	Iteration 13Q: 3 clusters Score -1515042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1515054.625000 Penalty: 4542.991699
	Iteration 14Q: 3 clusters Score -1515055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1515062.250000 Penalty: 4542.991699
	Iteration 15Q: 3 clusters Score -1515062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1515065.375000 Penalty: 4542.991699
	Iteration 16Q: 3 clusters Score -1515065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1515069.000000 Penalty: 4542.991699
	Iteration 17Q: 3 clusters Score -1515069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1515074.125000 Penalty: 4542.991699
	Iteration 18Q: 3 clusters Score -1515074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1515074.875000 Penalty: 4542.991699
	Iteration 19Q: 3 clusters Score -1515075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1515078.000000 Penalty: 4542.991699
	Iteration 20F: 3 clusters Score -1515078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1515076.000000 Penalty: 4542.991699
	Iteration 21Q: 3 clusters Score -1515076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1515075.250000 Penalty: 4542.991699
	Iteration 22Q: 3 clusters Score -1515075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1515075.250000 Penalty: 4542.991699
	Iteration 23F: 3 clusters Score -1515075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -716577.125000 Penalty: 2095.118164
	Iteration 0F: 2 clusters Score -716577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -712375.062500 Penalty: 4190.236328
	Iteration 0F: 3 clusters Score -712375.1 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -713407.937500 Penalty: 4190.236328
	Iteration 1F: 3 clusters Score -713407.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -713662.500000 Penalty: 4190.236328
	Iteration 2F: 3 clusters Score -713662.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -713833.937500 Penalty: 4190.236328
	Iteration 3F: 3 clusters Score -713833.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -713969.562500 Penalty: 4190.236328
	Iteration 4Q: 3 clusters Score -713969.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -714116.187500 Penalty: 4190.236328
	Iteration 5Q: 3 clusters Score -714116.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -714285.812500 Penalty: 4190.236328
	Iteration 6Q: 3 clusters Score -714285.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -714467.875000 Penalty: 4190.236328
	Iteration 7Q: 3 clusters Score -714467.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -714757.000000 Penalty: 4190.236328
	Iteration 8Q: 3 clusters Score -714757 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -715242.250000 Penalty: 4190.236328
	Iteration 9F: 3 clusters Score -715242.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -715798.437500 Penalty: 4190.236328
	Iteration 10F: 3 clusters Score -715798.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -716153.375000 Penalty: 4190.236328
	Iteration 11F: 3 clusters Score -716153.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -716311.312500 Penalty: 4190.236328
	Iteration 12Q: 3 clusters Score -716311.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -716419.875000 Penalty: 4190.236328
	Iteration 13Q: 3 clusters Score -716419.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -716509.187500 Penalty: 4190.236328
	Iteration 14Q: 3 clusters Score -716509.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -716576.000000 Penalty: 4190.236328
	Iteration 15Q: 3 clusters Score -716576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -716625.750000 Penalty: 4190.236328
	Iteration 16Q: 3 clusters Score -716625.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -716657.187500 Penalty: 4190.236328
	Iteration 17Q: 3 clusters Score -716657.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -716676.500000 Penalty: 4190.236328
	Iteration 18Q: 3 clusters Score -716676.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -716686.312500 Penalty: 4190.236328
	Iteration 19Q: 3 clusters Score -716686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -716692.437500 Penalty: 4190.236328
	Iteration 20F: 3 clusters Score -716692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -716697.562500 Penalty: 4190.236328
	Iteration 21Q: 3 clusters Score -716697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -716700.562500 Penalty: 4190.236328
	Iteration 22Q: 3 clusters Score -716700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -716702.437500 Penalty: 4190.236328
	Iteration 23Q: 3 clusters Score -716702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -716703.875000 Penalty: 4190.236328
	Iteration 24Q: 3 clusters Score -716703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -716704.687500 Penalty: 4190.236328
	Iteration 25Q: 3 clusters Score -716704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -716704.687500 Penalty: 4190.236328
	Iteration 26F: 3 clusters Score -716704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 2714 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 1952 members 
Entering Unmasked Estep 
Score: -151876672.000000 Penalty: 195284.437500
Splitting cluster 35 changes total score from -151877984.000000 to -151876672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -948742.562500 Penalty: 2172.319824
	Iteration 0F: 2 clusters Score -948742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -943384.125000 Penalty: 4344.639648
	Iteration 0F: 3 clusters Score -943384.1 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -944795.750000 Penalty: 4344.639648
	Iteration 1F: 3 clusters Score -944795.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -945097.375000 Penalty: 4344.639648
	Iteration 2F: 3 clusters Score -945097.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -945307.312500 Penalty: 4344.639648
	Iteration 3F: 3 clusters Score -945307.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -945489.125000 Penalty: 4344.639648
	Iteration 4Q: 3 clusters Score -945489.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -945631.687500 Penalty: 4344.639648
	Iteration 5Q: 3 clusters Score -945631.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -945759.312500 Penalty: 4344.639648
	Iteration 6Q: 3 clusters Score -945759.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -945912.437500 Penalty: 4344.639648
	Iteration 7Q: 3 clusters Score -945912.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -946064.375000 Penalty: 4344.639648
	Iteration 8Q: 3 clusters Score -946064.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -946191.562500 Penalty: 4344.639648
	Iteration 9Q: 3 clusters Score -946191.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -946325.000000 Penalty: 4344.639648
	Iteration 10Q: 3 clusters Score -946325 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -946417.812500 Penalty: 4344.639648
	Iteration 11Q: 3 clusters Score -946417.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -946491.375000 Penalty: 4344.639648
	Iteration 12Q: 3 clusters Score -946491.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -946571.687500 Penalty: 4344.639648
	Iteration 13Q: 3 clusters Score -946571.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -946648.187500 Penalty: 4344.639648
	Iteration 14Q: 3 clusters Score -946648.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -946722.375000 Penalty: 4344.639648
	Iteration 15Q: 3 clusters Score -946722.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -946779.437500 Penalty: 4344.639648
	Iteration 16Q: 3 clusters Score -946779.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -946832.187500 Penalty: 4344.639648
	Iteration 17Q: 3 clusters Score -946832.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -946883.000000 Penalty: 4344.639648
	Iteration 18Q: 3 clusters Score -946883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -946924.125000 Penalty: 4344.639648
	Iteration 19Q: 3 clusters Score -946924.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -946949.812500 Penalty: 4344.639648
	Iteration 20F: 3 clusters Score -946949.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -946965.687500 Penalty: 4344.639648
	Iteration 21Q: 3 clusters Score -946965.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -946982.062500 Penalty: 4344.639648
	Iteration 22Q: 3 clusters Score -946982.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -946997.562500 Penalty: 4344.639648
	Iteration 23Q: 3 clusters Score -946997.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -947012.875000 Penalty: 4344.639648
	Iteration 24Q: 3 clusters Score -947012.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -947030.562500 Penalty: 4344.639648
	Iteration 25Q: 3 clusters Score -947030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -947048.750000 Penalty: 4344.639648
	Iteration 26Q: 3 clusters Score -947048.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -947060.437500 Penalty: 4344.639648
	Iteration 27Q: 3 clusters Score -947060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -947068.687500 Penalty: 4344.639648
	Iteration 28Q: 3 clusters Score -947068.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -947076.750000 Penalty: 4344.639648
	Iteration 29Q: 3 clusters Score -947076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -947085.375000 Penalty: 4344.639648
	Iteration 30Q: 3 clusters Score -947085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -947092.312500 Penalty: 4344.639648
	Iteration 31Q: 3 clusters Score -947092.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -947099.562500 Penalty: 4344.639648
	Iteration 32Q: 3 clusters Score -947099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -947103.750000 Penalty: 4344.639648
	Iteration 33Q: 3 clusters Score -947103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -947105.250000 Penalty: 4344.639648
	Iteration 34Q: 3 clusters Score -947105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -947111.000000 Penalty: 4344.639648
	Iteration 35Q: 3 clusters Score -947111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -947113.812500 Penalty: 4344.639648
	Iteration 36Q: 3 clusters Score -947113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -947116.500000 Penalty: 4344.639648
	Iteration 37Q: 3 clusters Score -947116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -947119.687500 Penalty: 4344.639648
	Iteration 38Q: 3 clusters Score -947119.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -947124.062500 Penalty: 4344.639648
	Iteration 39Q: 3 clusters Score -947124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -947128.187500 Penalty: 4344.639648
	Iteration 40F: 3 clusters Score -947128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -947134.125000 Penalty: 4344.639648
	Iteration 41Q: 3 clusters Score -947134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -947135.437500 Penalty: 4344.639648
	Iteration 42Q: 3 clusters Score -947135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -947140.937500 Penalty: 4344.639648
	Iteration 43Q: 3 clusters Score -947140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -947142.750000 Penalty: 4344.639648
	Iteration 44Q: 3 clusters Score -947142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -947144.187500 Penalty: 4344.639648
	Iteration 45Q: 3 clusters Score -947144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -947146.000000 Penalty: 4344.639648
	Iteration 46Q: 3 clusters Score -947146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -947146.312500 Penalty: 4344.639648
	Iteration 47Q: 3 clusters Score -947146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -947146.500000 Penalty: 4344.639648
	Iteration 48Q: 3 clusters Score -947146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -947147.125000 Penalty: 4344.639648
	Iteration 49Q: 3 clusters Score -947147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -947147.125000 Penalty: 4344.639648
	Iteration 50F: 3 clusters Score -947147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132594.203125 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130783.500000 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -130783.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131040.687500 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131040.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -131118.609375 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -131118.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131183.750000 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -131183.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131283.750000 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -131283.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131444.937500 Penalty: 3380.013184
	Iteration 5F: 3 clusters Score -131444.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131640.656250 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -131640.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132087.187500 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -132087.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132458.250000 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -132458.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -132613.828125 Penalty: 3380.013184
	Iteration 9F: 3 clusters Score -132613.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132787.937500 Penalty: 3380.013184
	Iteration 10F: 3 clusters Score -132787.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132908.250000 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -132908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -133022.468750 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -133022.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -133079.875000 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -133079.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -133145.171875 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -133145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -133221.296875 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -133221.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -133266.750000 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -133266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -133319.468750 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -133319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -133365.078125 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -133365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -133422.312500 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -133422.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -133525.796875 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -133525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -133663.703125 Penalty: 3380.013184
	Iteration 21Q: 3 clusters Score -133663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -133724.390625 Penalty: 3380.013184
	Iteration 22Q: 3 clusters Score -133724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -133724.390625 Penalty: 3380.013184
	Iteration 23F: 3 clusters Score -133724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 681 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 230 members 
Entering Unmasked Estep 
Score: -151877424.000000 Penalty: 195284.437500
Splitting cluster 37 changes total score from -151877984.000000 to -151877424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -490371.250000 Penalty: 2025.151123
	Iteration 0F: 2 clusters Score -490371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -486871.062500 Penalty: 4050.302246
	Iteration 0F: 3 clusters Score -486871.1 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -487868.000000 Penalty: 4050.302246
	Iteration 1F: 3 clusters Score -487868 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -488193.968750 Penalty: 4050.302246
	Iteration 2F: 3 clusters Score -488194 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -488444.406250 Penalty: 4050.302246
	Iteration 3F: 3 clusters Score -488444.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -488636.187500 Penalty: 4050.302246
	Iteration 4F: 3 clusters Score -488636.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -488784.187500 Penalty: 4050.302246
	Iteration 5Q: 3 clusters Score -488784.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -488895.218750 Penalty: 4050.302246
	Iteration 6Q: 3 clusters Score -488895.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -488969.875000 Penalty: 4050.302246
	Iteration 7Q: 3 clusters Score -488969.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -489022.875000 Penalty: 4050.302246
	Iteration 8Q: 3 clusters Score -489022.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -489058.750000 Penalty: 4050.302246
	Iteration 9Q: 3 clusters Score -489058.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -489105.625000 Penalty: 4050.302246
	Iteration 10Q: 3 clusters Score -489105.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -489141.906250 Penalty: 4050.302246
	Iteration 11Q: 3 clusters Score -489141.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -489171.468750 Penalty: 4050.302246
	Iteration 12Q: 3 clusters Score -489171.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -489193.468750 Penalty: 4050.302246
	Iteration 13Q: 3 clusters Score -489193.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -489212.437500 Penalty: 4050.302246
	Iteration 14Q: 3 clusters Score -489212.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -489224.000000 Penalty: 4050.302246
	Iteration 15Q: 3 clusters Score -489224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -489233.250000 Penalty: 4050.302246
	Iteration 16Q: 3 clusters Score -489233.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -489239.031250 Penalty: 4050.302246
	Iteration 17Q: 3 clusters Score -489239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -489243.468750 Penalty: 4050.302246
	Iteration 18Q: 3 clusters Score -489243.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -489251.156250 Penalty: 4050.302246
	Iteration 19Q: 3 clusters Score -489251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -489256.437500 Penalty: 4050.302246
	Iteration 20F: 3 clusters Score -489256.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -489262.500000 Penalty: 4050.302246
	Iteration 21Q: 3 clusters Score -489262.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -489268.531250 Penalty: 4050.302246
	Iteration 22Q: 3 clusters Score -489268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -489272.718750 Penalty: 4050.302246
	Iteration 23Q: 3 clusters Score -489272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -489275.656250 Penalty: 4050.302246
	Iteration 24Q: 3 clusters Score -489275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -489279.312500 Penalty: 4050.302246
	Iteration 25Q: 3 clusters Score -489279.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -489283.781250 Penalty: 4050.302246
	Iteration 26Q: 3 clusters Score -489283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -489286.468750 Penalty: 4050.302246
	Iteration 27Q: 3 clusters Score -489286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -489292.406250 Penalty: 4050.302246
	Iteration 28Q: 3 clusters Score -489292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -489296.000000 Penalty: 4050.302246
	Iteration 29Q: 3 clusters Score -489296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -489300.187500 Penalty: 4050.302246
	Iteration 30Q: 3 clusters Score -489300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -489304.218750 Penalty: 4050.302246
	Iteration 31Q: 3 clusters Score -489304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -489309.406250 Penalty: 4050.302246
	Iteration 32Q: 3 clusters Score -489309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -489317.843750 Penalty: 4050.302246
	Iteration 33Q: 3 clusters Score -489317.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -489331.218750 Penalty: 4050.302246
	Iteration 34Q: 3 clusters Score -489331.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -489340.718750 Penalty: 4050.302246
	Iteration 35Q: 3 clusters Score -489340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -489346.250000 Penalty: 4050.302246
	Iteration 36Q: 3 clusters Score -489346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -489352.687500 Penalty: 4050.302246
	Iteration 37Q: 3 clusters Score -489352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -489358.000000 Penalty: 4050.302246
	Iteration 38Q: 3 clusters Score -489358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -489359.937500 Penalty: 4050.302246
	Iteration 39Q: 3 clusters Score -489359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -489363.625000 Penalty: 4050.302246
	Iteration 40F: 3 clusters Score -489363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -489368.937500 Penalty: 4050.302246
	Iteration 41Q: 3 clusters Score -489368.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -489371.718750 Penalty: 4050.302246
	Iteration 42Q: 3 clusters Score -489371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -489374.218750 Penalty: 4050.302246
	Iteration 43Q: 3 clusters Score -489374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -489376.687500 Penalty: 4050.302246
	Iteration 44Q: 3 clusters Score -489376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -489376.687500 Penalty: 4050.302246
	Iteration 45F: 3 clusters Score -489376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -469334.312500 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -469334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -466012.718750 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -466012.7 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -466751.656250 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -466751.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -466945.000000 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -466945 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -467053.625000 Penalty: 3985.016113
	Iteration 3Q: 3 clusters Score -467053.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -467132.531250 Penalty: 3985.016113
	Iteration 4Q: 3 clusters Score -467132.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -467185.718750 Penalty: 3985.016113
	Iteration 5Q: 3 clusters Score -467185.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -467232.156250 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -467232.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -467273.250000 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -467273.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -467305.312500 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -467305.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -467325.937500 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -467325.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -467339.531250 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -467339.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -467352.312500 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -467352.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -467359.218750 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -467359.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -467365.875000 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -467365.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -467378.625000 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -467378.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -467391.625000 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -467391.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -467405.437500 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -467405.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -467416.218750 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -467416.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -467428.031250 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -467428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -467438.687500 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -467438.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467451.437500 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -467451.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -467462.687500 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -467462.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -467470.468750 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -467470.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -467477.625000 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -467477.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -467482.812500 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -467482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -467486.312500 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -467486.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -467491.000000 Penalty: 3985.016113
	Iteration 26Q: 3 clusters Score -467491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -467495.093750 Penalty: 3985.016113
	Iteration 27Q: 3 clusters Score -467495.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -467499.781250 Penalty: 3985.016113
	Iteration 28Q: 3 clusters Score -467499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -467500.250000 Penalty: 3985.016113
	Iteration 29Q: 3 clusters Score -467500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -467500.656250 Penalty: 3985.016113
	Iteration 30Q: 3 clusters Score -467500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -467501.656250 Penalty: 3985.016113
	Iteration 31Q: 3 clusters Score -467501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -467501.656250 Penalty: 3985.016113
	Iteration 32F: 3 clusters Score -467501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -377398.375000 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -377398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -374447.375000 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -374447.4 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -375019.843750 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -375019.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -375176.750000 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -375176.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -375258.937500 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -375258.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -375305.562500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -375305.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -375344.906250 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -375344.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -375378.250000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -375378.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -375407.375000 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -375407.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -375426.625000 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -375426.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -375447.781250 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -375447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -375465.781250 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -375465.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -375482.750000 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -375482.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -375500.312500 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -375500.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -375521.437500 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -375521.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -375543.250000 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -375543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -375563.656250 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -375563.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -375585.781250 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -375585.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375611.843750 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -375611.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -375635.406250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -375635.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -375668.375000 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -375668.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375696.562500 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -375696.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -375724.218750 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -375724.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -375755.812500 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -375755.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -375787.093750 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -375787.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -375811.687500 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -375811.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -375834.281250 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -375834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -375860.750000 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -375860.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -375897.468750 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -375897.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -375943.875000 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -375943.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -375998.750000 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -375998.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -376056.968750 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -376057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -376105.218750 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -376105.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376144.562500 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -376144.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -376166.937500 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -376166.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -376189.875000 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -376189.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -376209.687500 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -376209.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -376225.562500 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -376225.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -376250.375000 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -376250.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -376279.687500 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -376279.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -376317.406250 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -376317.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -376353.343750 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -376353.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -376392.656250 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -376392.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -376423.250000 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -376423.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -376449.906250 Penalty: 3891.520508
	Iteration 43Q: 3 clusters Score -376449.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -376476.562500 Penalty: 3891.520508
	Iteration 44Q: 3 clusters Score -376476.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376497.156250 Penalty: 3891.520508
	Iteration 45Q: 3 clusters Score -376497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -376517.906250 Penalty: 3891.520508
	Iteration 46Q: 3 clusters Score -376517.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -376536.156250 Penalty: 3891.520508
	Iteration 47Q: 3 clusters Score -376536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -376547.468750 Penalty: 3891.520508
	Iteration 48Q: 3 clusters Score -376547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -376554.500000 Penalty: 3891.520508
	Iteration 49Q: 3 clusters Score -376554.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -376564.468750 Penalty: 3891.520508
	Iteration 50Q: 3 clusters Score -376564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -376574.312500 Penalty: 3891.520508
	Iteration 51Q: 3 clusters Score -376574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -376580.656250 Penalty: 3891.520508
	Iteration 52Q: 3 clusters Score -376580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -376582.781250 Penalty: 3891.520508
	Iteration 53Q: 3 clusters Score -376582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -376587.468750 Penalty: 3891.520508
	Iteration 54Q: 3 clusters Score -376587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376593.593750 Penalty: 3891.520508
	Iteration 55Q: 3 clusters Score -376593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376594.687500 Penalty: 3891.520508
	Iteration 56Q: 3 clusters Score -376594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376595.937500 Penalty: 3891.520508
	Iteration 57Q: 3 clusters Score -376595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -376598.250000 Penalty: 3891.520508
	Iteration 58Q: 3 clusters Score -376598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -376601.312500 Penalty: 3891.520508
	Iteration 59Q: 3 clusters Score -376601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -376603.968750 Penalty: 3891.520508
	Iteration 60F: 3 clusters Score -376604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -376608.312500 Penalty: 3891.520508
	Iteration 61Q: 3 clusters Score -376608.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -376613.656250 Penalty: 3891.520508
	Iteration 62Q: 3 clusters Score -376613.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376622.937500 Penalty: 3891.520508
	Iteration 63Q: 3 clusters Score -376622.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376633.875000 Penalty: 3891.520508
	Iteration 64Q: 3 clusters Score -376633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -376643.218750 Penalty: 3891.520508
	Iteration 65Q: 3 clusters Score -376643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376652.062500 Penalty: 3891.520508
	Iteration 66Q: 3 clusters Score -376652.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -376656.750000 Penalty: 3891.520508
	Iteration 67Q: 3 clusters Score -376656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -376662.187500 Penalty: 3891.520508
	Iteration 68Q: 3 clusters Score -376662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -376665.031250 Penalty: 3891.520508
	Iteration 69Q: 3 clusters Score -376665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376670.281250 Penalty: 3891.520508
	Iteration 70Q: 3 clusters Score -376670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376675.218750 Penalty: 3891.520508
	Iteration 71Q: 3 clusters Score -376675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -376676.375000 Penalty: 3891.520508
	Iteration 72Q: 3 clusters Score -376676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376678.437500 Penalty: 3891.520508
	Iteration 73Q: 3 clusters Score -376678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -376678.437500 Penalty: 3891.520508
	Iteration 74F: 3 clusters Score -376678.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -2301862.000000 Penalty: 2380.870850
	Iteration 0F: 2 clusters Score -2301862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2291153.000000 Penalty: 4761.741699
	Iteration 0F: 3 clusters Score -2291153 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2294725.750000 Penalty: 4761.741699
	Iteration 1F: 3 clusters Score -2294726 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2295258.500000 Penalty: 4761.741699
	Iteration 2F: 3 clusters Score -2295258 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2295857.000000 Penalty: 4761.741699
	Iteration 3F: 3 clusters Score -2295857 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2296495.500000 Penalty: 4761.741699
	Iteration 4F: 3 clusters Score -2296496 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2297133.750000 Penalty: 4761.741699
	Iteration 5F: 3 clusters Score -2297134 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2297738.750000 Penalty: 4761.741699
	Iteration 6F: 3 clusters Score -2297739 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2298204.500000 Penalty: 4761.741699
	Iteration 7Q: 3 clusters Score -2298204 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2298603.500000 Penalty: 4761.741699
	Iteration 8Q: 3 clusters Score -2298604 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2298936.750000 Penalty: 4761.741699
	Iteration 9Q: 3 clusters Score -2298937 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2299213.750000 Penalty: 4761.741699
	Iteration 10Q: 3 clusters Score -2299214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2299447.250000 Penalty: 4761.741699
	Iteration 11Q: 3 clusters Score -2299447 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2299647.500000 Penalty: 4761.741699
	Iteration 12Q: 3 clusters Score -2299648 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2299816.500000 Penalty: 4761.741699
	Iteration 13Q: 3 clusters Score -2299816 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2299954.500000 Penalty: 4761.741699
	Iteration 14Q: 3 clusters Score -2299954 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2300050.250000 Penalty: 4761.741699
	Iteration 15Q: 3 clusters Score -2300050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2300132.500000 Penalty: 4761.741699
	Iteration 16Q: 3 clusters Score -2300132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2300211.750000 Penalty: 4761.741699
	Iteration 17Q: 3 clusters Score -2300212 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2300276.250000 Penalty: 4761.741699
	Iteration 18Q: 3 clusters Score -2300276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2300338.000000 Penalty: 4761.741699
	Iteration 19Q: 3 clusters Score -2300338 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2300377.750000 Penalty: 4761.741699
	Iteration 20F: 3 clusters Score -2300378 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2300426.250000 Penalty: 4761.741699
	Iteration 21Q: 3 clusters Score -2300426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2300476.250000 Penalty: 4761.741699
	Iteration 22Q: 3 clusters Score -2300476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2300520.250000 Penalty: 4761.741699
	Iteration 23Q: 3 clusters Score -2300520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2300592.500000 Penalty: 4761.741699
	Iteration 24Q: 3 clusters Score -2300592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2300673.000000 Penalty: 4761.741699
	Iteration 25Q: 3 clusters Score -2300673 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2300774.500000 Penalty: 4761.741699
	Iteration 26Q: 3 clusters Score -2300774 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2300896.500000 Penalty: 4761.741699
	Iteration 27Q: 3 clusters Score -2300896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2301043.500000 Penalty: 4761.741699
	Iteration 28Q: 3 clusters Score -2301044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2301175.000000 Penalty: 4761.741699
	Iteration 29Q: 3 clusters Score -2301175 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2301266.000000 Penalty: 4761.741699
	Iteration 30Q: 3 clusters Score -2301266 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2301334.000000 Penalty: 4761.741699
	Iteration 31Q: 3 clusters Score -2301334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2301358.500000 Penalty: 4761.741699
	Iteration 32Q: 3 clusters Score -2301358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2301385.500000 Penalty: 4761.741699
	Iteration 33Q: 3 clusters Score -2301386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2301414.500000 Penalty: 4761.741699
	Iteration 34Q: 3 clusters Score -2301414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2301431.250000 Penalty: 4761.741699
	Iteration 35Q: 3 clusters Score -2301431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2301440.250000 Penalty: 4761.741699
	Iteration 36Q: 3 clusters Score -2301440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2301446.500000 Penalty: 4761.741699
	Iteration 37Q: 3 clusters Score -2301446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2301449.750000 Penalty: 4761.741699
	Iteration 38Q: 3 clusters Score -2301450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2301452.250000 Penalty: 4761.741699
	Iteration 39Q: 3 clusters Score -2301452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2301455.750000 Penalty: 4761.741699
	Iteration 40F: 3 clusters Score -2301456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2301459.000000 Penalty: 4761.741699
	Iteration 41Q: 3 clusters Score -2301459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2301464.000000 Penalty: 4761.741699
	Iteration 42Q: 3 clusters Score -2301464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2301465.250000 Penalty: 4761.741699
	Iteration 43Q: 3 clusters Score -2301465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2301462.500000 Penalty: 4761.741699
	Iteration 44Q: 3 clusters Score -2301462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2301467.750000 Penalty: 4761.741699
	Iteration 45Q: 3 clusters Score -2301468 nChanged 5
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: -2301468.250000 Penalty: 4761.741699
	Iteration 46Q: 3 clusters Score -2301468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2301466.000000 Penalty: 4761.741699
	Iteration 47Q: 3 clusters Score -2301466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2301469.250000 Penalty: 4761.741699
	Iteration 48Q: 3 clusters Score -2301469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2301472.500000 Penalty: 4761.741699
	Iteration 49Q: 3 clusters Score -2301472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2301471.500000 Penalty: 4761.741699
	Iteration 50Q: 3 clusters Score -2301472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2301474.750000 Penalty: 4761.741699
	Iteration 51Q: 3 clusters Score -2301475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2301475.000000 Penalty: 4761.741699
	Iteration 52Q: 3 clusters Score -2301475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2301476.750000 Penalty: 4761.741699
	Iteration 53Q: 3 clusters Score -2301477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2301479.750000 Penalty: 4761.741699
	Iteration 54Q: 3 clusters Score -2301480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2301480.750000 Penalty: 4761.741699
	Iteration 55Q: 3 clusters Score -2301481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2301482.250000 Penalty: 4761.741699
	Iteration 56Q: 3 clusters Score -2301482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2301481.500000 Penalty: 4761.741699
	Iteration 57Q: 3 clusters Score -2301482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2301482.250000 Penalty: 4761.741699
	Iteration 58Q: 3 clusters Score -2301482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2301483.500000 Penalty: 4761.741699
	Iteration 59Q: 3 clusters Score -2301484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2301484.250000 Penalty: 4761.741699
	Iteration 60F: 3 clusters Score -2301484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2301484.250000 Penalty: 4761.741699
	Iteration 61Q: 3 clusters Score -2301484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2301486.500000 Penalty: 4761.741699
	Iteration 62Q: 3 clusters Score -2301486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2301486.500000 Penalty: 4761.741699
	Iteration 63F: 3 clusters Score -2301486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Entering Unmasked Estep 
Score: -3079958.500000 Penalty: 2466.244385
	Iteration 0F: 2 clusters Score -3079958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3065322.250000 Penalty: 4932.488770
	Iteration 0F: 3 clusters Score -3065322 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3070433.000000 Penalty: 4932.488770
	Iteration 1F: 3 clusters Score -3070433 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3071207.500000 Penalty: 4932.488770
	Iteration 2F: 3 clusters Score -3071208 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3072236.500000 Penalty: 4932.488770
	Iteration 3F: 3 clusters Score -3072236 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3073451.500000 Penalty: 4932.488770
	Iteration 4F: 3 clusters Score -3073452 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3074458.750000 Penalty: 4932.488770
	Iteration 5F: 3 clusters Score -3074459 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3075153.250000 Penalty: 4932.488770
	Iteration 6F: 3 clusters Score -3075153 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3075570.750000 Penalty: 4932.488770
	Iteration 7Q: 3 clusters Score -3075571 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3075845.750000 Penalty: 4932.488770
	Iteration 8Q: 3 clusters Score -3075846 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3076033.250000 Penalty: 4932.488770
	Iteration 9Q: 3 clusters Score -3076033 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3076177.250000 Penalty: 4932.488770
	Iteration 10Q: 3 clusters Score -3076177 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3076275.250000 Penalty: 4932.488770
	Iteration 11Q: 3 clusters Score -3076275 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3076361.500000 Penalty: 4932.488770
	Iteration 12Q: 3 clusters Score -3076362 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3076447.750000 Penalty: 4932.488770
	Iteration 13Q: 3 clusters Score -3076448 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3076523.000000 Penalty: 4932.488770
	Iteration 14Q: 3 clusters Score -3076523 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3076595.750000 Penalty: 4932.488770
	Iteration 15Q: 3 clusters Score -3076596 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3076653.000000 Penalty: 4932.488770
	Iteration 16Q: 3 clusters Score -3076653 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3076700.500000 Penalty: 4932.488770
	Iteration 17Q: 3 clusters Score -3076700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3076733.500000 Penalty: 4932.488770
	Iteration 18Q: 3 clusters Score -3076734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3076764.250000 Penalty: 4932.488770
	Iteration 19Q: 3 clusters Score -3076764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3076778.500000 Penalty: 4932.488770
	Iteration 20F: 3 clusters Score -3076778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3076795.000000 Penalty: 4932.488770
	Iteration 21Q: 3 clusters Score -3076795 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3076826.250000 Penalty: 4932.488770
	Iteration 22Q: 3 clusters Score -3076826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3076849.000000 Penalty: 4932.488770
	Iteration 23Q: 3 clusters Score -3076849 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3076881.750000 Penalty: 4932.488770
	Iteration 24Q: 3 clusters Score -3076882 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3076895.000000 Penalty: 4932.488770
	Iteration 25Q: 3 clusters Score -3076895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3076924.000000 Penalty: 4932.488770
	Iteration 26Q: 3 clusters Score -3076924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3076949.000000 Penalty: 4932.488770
	Iteration 27Q: 3 clusters Score -3076949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3076969.000000 Penalty: 4932.488770
	Iteration 28Q: 3 clusters Score -3076969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3076986.000000 Penalty: 4932.488770
	Iteration 29Q: 3 clusters Score -3076986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3077011.250000 Penalty: 4932.488770
	Iteration 30Q: 3 clusters Score -3077011 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3077037.000000 Penalty: 4932.488770
	Iteration 31Q: 3 clusters Score -3077037 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3077046.250000 Penalty: 4932.488770
	Iteration 32Q: 3 clusters Score -3077046 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3077070.250000 Penalty: 4932.488770
	Iteration 33Q: 3 clusters Score -3077070 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3077088.000000 Penalty: 4932.488770
	Iteration 34Q: 3 clusters Score -3077088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3077110.000000 Penalty: 4932.488770
	Iteration 35Q: 3 clusters Score -3077110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3077123.500000 Penalty: 4932.488770
	Iteration 36Q: 3 clusters Score -3077124 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3077127.500000 Penalty: 4932.488770
	Iteration 37Q: 3 clusters Score -3077128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3077148.750000 Penalty: 4932.488770
	Iteration 38Q: 3 clusters Score -3077149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3077174.000000 Penalty: 4932.488770
	Iteration 39Q: 3 clusters Score -3077174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3077182.500000 Penalty: 4932.488770
	Iteration 40F: 3 clusters Score -3077182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3077198.750000 Penalty: 4932.488770
	Iteration 41Q: 3 clusters Score -3077199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3077206.500000 Penalty: 4932.488770
	Iteration 42Q: 3 clusters Score -3077206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3077219.750000 Penalty: 4932.488770
	Iteration 43Q: 3 clusters Score -3077220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3077234.750000 Penalty: 4932.488770
	Iteration 44Q: 3 clusters Score -3077235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3077239.000000 Penalty: 4932.488770
	Iteration 45Q: 3 clusters Score -3077239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3077244.250000 Penalty: 4932.488770
	Iteration 46Q: 3 clusters Score -3077244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3077249.750000 Penalty: 4932.488770
	Iteration 47Q: 3 clusters Score -3077250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3077264.000000 Penalty: 4932.488770
	Iteration 48Q: 3 clusters Score -3077264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3077277.750000 Penalty: 4932.488770
	Iteration 49Q: 3 clusters Score -3077278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3077280.000000 Penalty: 4932.488770
	Iteration 50Q: 3 clusters Score -3077280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3077285.250000 Penalty: 4932.488770
	Iteration 51Q: 3 clusters Score -3077285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3077305.500000 Penalty: 4932.488770
	Iteration 52Q: 3 clusters Score -3077306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3077316.250000 Penalty: 4932.488770
	Iteration 53Q: 3 clusters Score -3077316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3077320.500000 Penalty: 4932.488770
	Iteration 54Q: 3 clusters Score -3077320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -3077313.750000 Penalty: 4932.488770
	Iteration 55Q: 3 clusters Score -3077314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3077320.250000 Penalty: 4932.488770
	Iteration 56Q: 3 clusters Score -3077320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3077324.500000 Penalty: 4932.488770
	Iteration 57Q: 3 clusters Score -3077324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3077329.000000 Penalty: 4932.488770
	Iteration 58Q: 3 clusters Score -3077329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3077330.000000 Penalty: 4932.488770
	Iteration 59Q: 3 clusters Score -3077330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3077334.000000 Penalty: 4932.488770
	Iteration 60F: 3 clusters Score -3077334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3077344.250000 Penalty: 4932.488770
	Iteration 61Q: 3 clusters Score -3077344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3077350.000000 Penalty: 4932.488770
	Iteration 62Q: 3 clusters Score -3077350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3077354.000000 Penalty: 4932.488770
	Iteration 63Q: 3 clusters Score -3077354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3077352.500000 Penalty: 4932.488770
	Iteration 64Q: 3 clusters Score -3077352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3077341.750000 Penalty: 4932.488770
	Iteration 65Q: 3 clusters Score -3077342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3077347.250000 Penalty: 4932.488770
	Iteration 66Q: 3 clusters Score -3077347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3077348.500000 Penalty: 4932.488770
	Iteration 67Q: 3 clusters Score -3077348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3077349.250000 Penalty: 4932.488770
	Iteration 68Q: 3 clusters Score -3077349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3077345.000000 Penalty: 4932.488770
	Iteration 69Q: 3 clusters Score -3077345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3077350.750000 Penalty: 4932.488770
	Iteration 70Q: 3 clusters Score -3077351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3077357.500000 Penalty: 4932.488770
	Iteration 71Q: 3 clusters Score -3077358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3077360 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3077370 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3077372 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3077376 nChanged 26
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Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3077384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3077386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3077386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3077386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3077383.250000 Penalty: 4932.488770
	Iteration 80F: 3 clusters Score -3077383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3077380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3077388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3077390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3077398.250000 Penalty: 4932.488770
	Iteration 84Q: 3 clusters Score -3077398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3077404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3077400.500000 Penalty: 4932.488770
	Iteration 86Q: 3 clusters Score -3077400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3077405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3077400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3077406.250000 Penalty: 4932.488770
	Iteration 89Q: 3 clusters Score -3077406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3077414.000000 Penalty: 4932.488770
	Iteration 90Q: 3 clusters Score -3077414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3077419.500000 Penalty: 4932.488770
	Iteration 91Q: 3 clusters Score -3077420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3077432.250000 Penalty: 4932.488770
	Iteration 92Q: 3 clusters Score -3077432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3077436.000000 Penalty: 4932.488770
	Iteration 93Q: 3 clusters Score -3077436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3077445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3077447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3077451.750000 Penalty: 4932.488770
	Iteration 96Q: 3 clusters Score -3077452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3077464.250000 Penalty: 4932.488770
	Iteration 97Q: 3 clusters Score -3077464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3077469.500000 Penalty: 4932.488770
	Iteration 98Q: 3 clusters Score -3077470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3077463.250000 Penalty: 4932.488770
	Iteration 99Q: 3 clusters Score -3077463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3077464.250000 Penalty: 4932.488770
	Iteration 100F: 3 clusters Score -3077464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3077462.500000 Penalty: 4932.488770
	Iteration 101Q: 3 clusters Score -3077462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3077457.500000 Penalty: 4932.488770
	Iteration 102Q: 3 clusters Score -3077458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3077458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3077462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3077470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3077479 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3077481.500000 Penalty: 4932.488770
	Iteration 107Q: 3 clusters Score -3077482 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3077484 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8712 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3077482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3077489.000000 Penalty: 4932.488770
	Iteration 110Q: 3 clusters Score -3077489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3077498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3077504.500000 Penalty: 4932.488770
	Iteration 112Q: 3 clusters Score -3077504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3077514.500000 Penalty: 4932.488770
	Iteration 113Q: 3 clusters Score -3077514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3077525.500000 Penalty: 4932.488770
	Iteration 114Q: 3 clusters Score -3077526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3077529.000000 Penalty: 4932.488770
	Iteration 115Q: 3 clusters Score -3077529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3077535.500000 Penalty: 4932.488770
	Iteration 116Q: 3 clusters Score -3077536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3077547 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3077565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3077570 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3077582.500000 Penalty: 4932.488770
	Iteration 120F: 3 clusters Score -3077582 nChanged 83
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Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3077591 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3077608 nChanged 107
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Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3077637 nChanged 107
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Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3077661 nChanged 127
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Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 13201 members 
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	Iteration 125Q: 3 clusters Score -3077679 nChanged 120
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Mstep: Class 1 contains 7521 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3077703 nChanged 109
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Mstep: Class 1 contains 7422 members 
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Entering Unmasked Estep 
Score: -3077720.000000 Penalty: 4932.488770
	Iteration 127Q: 3 clusters Score -3077720 nChanged 89
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Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3077735 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7231 members 
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Entering Unmasked Estep 
Score: -3077763.500000 Penalty: 4932.488770
	Iteration 129Q: 3 clusters Score -3077764 nChanged 90
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Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3077770 nChanged 85
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Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3077794.250000 Penalty: 4932.488770
	Iteration 131Q: 3 clusters Score -3077794 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3077807.750000 Penalty: 4932.488770
	Iteration 132Q: 3 clusters Score -3077808 nChanged 104
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Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3077827 nChanged 118
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Mstep: Class 1 contains 6744 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3077850 nChanged 131
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Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3077872.500000 Penalty: 4932.488770
	Iteration 135Q: 3 clusters Score -3077872 nChanged 113
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Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3077902.250000 Penalty: 4932.488770
	Iteration 136Q: 3 clusters Score -3077902 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3077919.750000 Penalty: 4932.488770
	Iteration 137Q: 3 clusters Score -3077920 nChanged 128
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Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3077946 nChanged 132
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Mstep: Class 1 contains 6144 members 
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Entering Unmasked Estep 
Score: -3077992.000000 Penalty: 4932.488770
	Iteration 139Q: 3 clusters Score -3077992 nChanged 139
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3078041.250000 Penalty: 4932.488770
	Iteration 140F: 3 clusters Score -3078041 nChanged 143
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Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3078086 nChanged 143
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3078127.750000 Penalty: 4932.488770
	Iteration 142Q: 3 clusters Score -3078128 nChanged 144
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Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3078166.750000 Penalty: 4932.488770
	Iteration 143Q: 3 clusters Score -3078167 nChanged 149
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Mstep: Class 1 contains 5428 members 
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Entering Unmasked Estep 
Score: -3078218.500000 Penalty: 4932.488770
	Iteration 144Q: 3 clusters Score -3078218 nChanged 155
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Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3078258.000000 Penalty: 4932.488770
	Iteration 145Q: 3 clusters Score -3078258 nChanged 165
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Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3078294 nChanged 174
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Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3078349.500000 Penalty: 4932.488770
	Iteration 147Q: 3 clusters Score -3078350 nChanged 197
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Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3078408.000000 Penalty: 4932.488770
	Iteration 148Q: 3 clusters Score -3078408 nChanged 213
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Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3078495 nChanged 236
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Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3078578 nChanged 244
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Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3078697 nChanged 255
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Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3078818.000000 Penalty: 4932.488770
	Iteration 152Q: 3 clusters Score -3078818 nChanged 240
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Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3078937 nChanged 243
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Mstep: Class 1 contains 3336 members 
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Entering Unmasked Estep 
Score: -3079071.500000 Penalty: 4932.488770
	Iteration 154Q: 3 clusters Score -3079072 nChanged 256
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Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3079209 nChanged 257
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3079366 nChanged 231
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Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3079501 nChanged 229
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Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3079649.750000 Penalty: 4932.488770
	Iteration 158Q: 3 clusters Score -3079650 nChanged 204
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Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3079770 nChanged 161
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Mstep: Class 1 contains 2028 members 
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Entering Unmasked Estep 
Score: -3079862.500000 Penalty: 4932.488770
	Iteration 160F: 3 clusters Score -3079862 nChanged 154
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3079948 nChanged 102
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Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3079992 nChanged 85
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Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3080024.750000 Penalty: 4932.488770
	Iteration 163Q: 3 clusters Score -3080025 nChanged 67
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Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3080051.750000 Penalty: 4932.488770
	Iteration 164Q: 3 clusters Score -3080052 nChanged 46
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3080077.250000 Penalty: 4932.488770
	Iteration 165Q: 3 clusters Score -3080077 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3080091.500000 Penalty: 4932.488770
	Iteration 166Q: 3 clusters Score -3080092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3080112.250000 Penalty: 4932.488770
	Iteration 167Q: 3 clusters Score -3080112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3080124.500000 Penalty: 4932.488770
	Iteration 168Q: 3 clusters Score -3080124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3080146.500000 Penalty: 4932.488770
	Iteration 169Q: 3 clusters Score -3080146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3080151.000000 Penalty: 4932.488770
	Iteration 170Q: 3 clusters Score -3080151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3080165.250000 Penalty: 4932.488770
	Iteration 171Q: 3 clusters Score -3080165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3080173.750000 Penalty: 4932.488770
	Iteration 172Q: 3 clusters Score -3080174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3080181.750000 Penalty: 4932.488770
	Iteration 173Q: 3 clusters Score -3080182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3080197.000000 Penalty: 4932.488770
	Iteration 174Q: 3 clusters Score -3080197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3080209.000000 Penalty: 4932.488770
	Iteration 175Q: 3 clusters Score -3080209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3080215.750000 Penalty: 4932.488770
	Iteration 176Q: 3 clusters Score -3080216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3080216.500000 Penalty: 4932.488770
	Iteration 177Q: 3 clusters Score -3080216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3080218.250000 Penalty: 4932.488770
	Iteration 178Q: 3 clusters Score -3080218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3080223.000000 Penalty: 4932.488770
	Iteration 179Q: 3 clusters Score -3080223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3080237.000000 Penalty: 4932.488770
	Iteration 180F: 3 clusters Score -3080237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3080246.250000 Penalty: 4932.488770
	Iteration 181Q: 3 clusters Score -3080246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3080266.500000 Penalty: 4932.488770
	Iteration 182Q: 3 clusters Score -3080266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3080279.250000 Penalty: 4932.488770
	Iteration 183Q: 3 clusters Score -3080279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3080291.250000 Penalty: 4932.488770
	Iteration 184Q: 3 clusters Score -3080291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3080318.250000 Penalty: 4932.488770
	Iteration 185Q: 3 clusters Score -3080318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3080376.500000 Penalty: 4932.488770
	Iteration 186Q: 3 clusters Score -3080376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3080446.000000 Penalty: 4932.488770
	Iteration 187Q: 3 clusters Score -3080446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3080474.250000 Penalty: 4932.488770
	Iteration 188Q: 3 clusters Score -3080474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3080485.000000 Penalty: 4932.488770
	Iteration 189Q: 3 clusters Score -3080485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3080490.750000 Penalty: 4932.488770
	Iteration 190Q: 3 clusters Score -3080491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3080497.000000 Penalty: 4932.488770
	Iteration 191Q: 3 clusters Score -3080497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3080500.000000 Penalty: 4932.488770
	Iteration 192Q: 3 clusters Score -3080500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3080501.500000 Penalty: 4932.488770
	Iteration 193Q: 3 clusters Score -3080502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3080499.500000 Penalty: 4932.488770
	Iteration 194Q: 3 clusters Score -3080500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3080499.500000 Penalty: 4932.488770
	Iteration 195F: 3 clusters Score -3080500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 966 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 50375 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 19872 members 
Entering Unmasked Estep 
Score: -151877360.000000 Penalty: 195284.437500
Splitting cluster 42 changes total score from -151877984.000000 to -151877360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -1128685.250000 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -1128685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1122807.125000 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -1122807 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1124363.625000 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -1124364 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1124594.875000 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -1124595 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1124739.875000 Penalty: 4410.121094
	Iteration 3Q: 3 clusters Score -1124740 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1124831.375000 Penalty: 4410.121094
	Iteration 4Q: 3 clusters Score -1124831 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1124908.375000 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -1124908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1124992.250000 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -1124992 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1125079.125000 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -1125079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1125163.375000 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -1125163 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1125243.125000 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -1125243 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1125321.500000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -1125322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1125393.250000 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -1125393 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1125467.000000 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -1125467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1125531.250000 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -1125531 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1125610.000000 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -1125610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1125704.250000 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -1125704 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1125791.125000 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -1125791 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1125886.875000 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -1125887 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1126002.500000 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -1126002 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1126124.500000 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -1126124 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1126242.500000 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -1126242 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1126358.125000 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -1126358 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1126460.875000 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -1126461 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1126540.000000 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -1126540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1126603.625000 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -1126604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1126654.375000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -1126654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1126700.000000 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -1126700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1126746.375000 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -1126746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1126777.250000 Penalty: 4410.121094
	Iteration 28Q: 3 clusters Score -1126777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1126818.375000 Penalty: 4410.121094
	Iteration 29Q: 3 clusters Score -1126818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1126852.375000 Penalty: 4410.121094
	Iteration 30Q: 3 clusters Score -1126852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1126869.250000 Penalty: 4410.121094
	Iteration 31Q: 3 clusters Score -1126869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1126883.000000 Penalty: 4410.121094
	Iteration 32Q: 3 clusters Score -1126883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1126892.000000 Penalty: 4410.121094
	Iteration 33Q: 3 clusters Score -1126892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1126908.625000 Penalty: 4410.121094
	Iteration 34Q: 3 clusters Score -1126909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1126921.000000 Penalty: 4410.121094
	Iteration 35Q: 3 clusters Score -1126921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1126935.125000 Penalty: 4410.121094
	Iteration 36Q: 3 clusters Score -1126935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1126944.875000 Penalty: 4410.121094
	Iteration 37Q: 3 clusters Score -1126945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1126951.500000 Penalty: 4410.121094
	Iteration 38Q: 3 clusters Score -1126952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1126953.250000 Penalty: 4410.121094
	Iteration 39Q: 3 clusters Score -1126953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1126960.500000 Penalty: 4410.121094
	Iteration 40F: 3 clusters Score -1126960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1126961.875000 Penalty: 4410.121094
	Iteration 41Q: 3 clusters Score -1126962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1126964.000000 Penalty: 4410.121094
	Iteration 42Q: 3 clusters Score -1126964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1126965.375000 Penalty: 4410.121094
	Iteration 43Q: 3 clusters Score -1126965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1126968.250000 Penalty: 4410.121094
	Iteration 44Q: 3 clusters Score -1126968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1126968.375000 Penalty: 4410.121094
	Iteration 45Q: 3 clusters Score -1126968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1126969.875000 Penalty: 4410.121094
	Iteration 46Q: 3 clusters Score -1126970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1126969.875000 Penalty: 4410.121094
	Iteration 47F: 3 clusters Score -1126970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (50375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Entering Unmasked Estep 
Score: -7769366.000000 Penalty: 2685.158203
	Iteration 0F: 2 clusters Score -7769366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -7735607.000000 Penalty: 5370.316406
	Iteration 0F: 3 clusters Score -7735607 nChanged 23301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -7748862.500000 Penalty: 5370.316406
	Iteration 1F: 3 clusters Score -7748862 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -7749844.000000 Penalty: 5370.316406
	Iteration 2Q: 3 clusters Score -7749844 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -7751171.500000 Penalty: 5370.316406
	Iteration 3F: 3 clusters Score -7751172 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -7752928.500000 Penalty: 5370.316406
	Iteration 4F: 3 clusters Score -7752928 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -7755022.000000 Penalty: 5370.316406
	Iteration 5F: 3 clusters Score -7755022 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7757724.500000 Penalty: 5370.316406
	Iteration 6F: 3 clusters Score -7757724 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -7761184.500000 Penalty: 5370.316406
	Iteration 7F: 3 clusters Score -7761184 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -7764548.500000 Penalty: 5370.316406
	Iteration 8F: 3 clusters Score -7764548 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7766989.500000 Penalty: 5370.316406
	Iteration 9F: 3 clusters Score -7766990 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -7768194.500000 Penalty: 5370.316406
	Iteration 10Q: 3 clusters Score -7768194 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7768877.000000 Penalty: 5370.316406
	Iteration 11Q: 3 clusters Score -7768877 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -7769231.500000 Penalty: 5370.316406
	Iteration 12Q: 3 clusters Score -7769232 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7769487.500000 Penalty: 5370.316406
	Iteration 13Q: 3 clusters Score -7769488 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -7769656.500000 Penalty: 5370.316406
	Iteration 14Q: 3 clusters Score -7769656 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -7769746.500000 Penalty: 5370.316406
	Iteration 15Q: 3 clusters Score -7769746 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -7769824.500000 Penalty: 5370.316406
	Iteration 16Q: 3 clusters Score -7769824 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7769913.500000 Penalty: 5370.316406
	Iteration 17Q: 3 clusters Score -7769914 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -7769993.000000 Penalty: 5370.316406
	Iteration 18Q: 3 clusters Score -7769993 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7770120.500000 Penalty: 5370.316406
	Iteration 19Q: 3 clusters Score -7770120 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7770239.000000 Penalty: 5370.316406
	Iteration 20F: 3 clusters Score -7770239 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7770344.500000 Penalty: 5370.316406
	Iteration 21Q: 3 clusters Score -7770344 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -7770462.000000 Penalty: 5370.316406
	Iteration 22Q: 3 clusters Score -7770462 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7770668.000000 Penalty: 5370.316406
	Iteration 23Q: 3 clusters Score -7770668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7770892.000000 Penalty: 5370.316406
	Iteration 24Q: 3 clusters Score -7770892 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7771096.500000 Penalty: 5370.316406
	Iteration 25Q: 3 clusters Score -7771096 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7771276.000000 Penalty: 5370.316406
	Iteration 26Q: 3 clusters Score -7771276 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -7771454.000000 Penalty: 5370.316406
	Iteration 27Q: 3 clusters Score -7771454 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7771529.500000 Penalty: 5370.316406
	Iteration 28Q: 3 clusters Score -7771530 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -7771562.000000 Penalty: 5370.316406
	Iteration 29Q: 3 clusters Score -7771562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -7771599.500000 Penalty: 5370.316406
	Iteration 30Q: 3 clusters Score -7771600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7771615.000000 Penalty: 5370.316406
	Iteration 31Q: 3 clusters Score -7771615 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7771638.500000 Penalty: 5370.316406
	Iteration 32Q: 3 clusters Score -7771638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7771634.000000 Penalty: 5370.316406
	Iteration 33Q: 3 clusters Score -7771634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -7771639.000000 Penalty: 5370.316406
	Iteration 34Q: 3 clusters Score -7771639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -7771643.500000 Penalty: 5370.316406
	Iteration 35Q: 3 clusters Score -7771644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -7771644.000000 Penalty: 5370.316406
	Iteration 36Q: 3 clusters Score -7771644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -7771643.500000 Penalty: 5370.316406
	Iteration 37Q: 3 clusters Score -7771644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7771649.500000 Penalty: 5370.316406
	Iteration 38Q: 3 clusters Score -7771650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -7771645.000000 Penalty: 5370.316406
	Iteration 39Q: 3 clusters Score -7771645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7771636.000000 Penalty: 5370.316406
	Iteration 40F: 3 clusters Score -7771636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -7771634.500000 Penalty: 5370.316406
	Iteration 41Q: 3 clusters Score -7771634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -7771627.500000 Penalty: 5370.316406
	Iteration 42Q: 3 clusters Score -7771628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7771638.500000 Penalty: 5370.316406
	Iteration 43Q: 3 clusters Score -7771638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7771641.500000 Penalty: 5370.316406
	Iteration 44Q: 3 clusters Score -7771642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -7771636.000000 Penalty: 5370.316406
	Iteration 45Q: 3 clusters Score -7771636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -7771637.000000 Penalty: 5370.316406
	Iteration 46Q: 3 clusters Score -7771637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -7771646.500000 Penalty: 5370.316406
	Iteration 47Q: 3 clusters Score -7771646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -7771650.000000 Penalty: 5370.316406
	Iteration 48Q: 3 clusters Score -7771650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -7771647.000000 Penalty: 5370.316406
	Iteration 49Q: 3 clusters Score -7771647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -7771651.000000 Penalty: 5370.316406
	Iteration 50Q: 3 clusters Score -7771651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -7771648.000000 Penalty: 5370.316406
	Iteration 51Q: 3 clusters Score -7771648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7771645.000000 Penalty: 5370.316406
	Iteration 52Q: 3 clusters Score -7771645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7771645.000000 Penalty: 5370.316406
	Iteration 53F: 3 clusters Score -7771645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 8497 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 4316 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 41878 members 
Entering Unmasked Estep 
Score: -151880064.000000 Penalty: 195284.437500
Splitting cluster 44 changes total score from -151877984.000000 to -151880064.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 45 (8252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Entering Unmasked Estep 
Score: -1277877.125000 Penalty: 2236.516113
	Iteration 0F: 2 clusters Score -1277877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1271345.500000 Penalty: 4473.032227
	Iteration 0F: 3 clusters Score -1271346 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1273093.125000 Penalty: 4473.032227
	Iteration 1F: 3 clusters Score -1273093 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1273350.375000 Penalty: 4473.032227
	Iteration 2F: 3 clusters Score -1273350 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1273548.750000 Penalty: 4473.032227
	Iteration 3Q: 3 clusters Score -1273549 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1273719.875000 Penalty: 4473.032227
	Iteration 4Q: 3 clusters Score -1273720 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1273852.375000 Penalty: 4473.032227
	Iteration 5Q: 3 clusters Score -1273852 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1273971.875000 Penalty: 4473.032227
	Iteration 6Q: 3 clusters Score -1273972 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1274101.625000 Penalty: 4473.032227
	Iteration 7Q: 3 clusters Score -1274102 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1274242.750000 Penalty: 4473.032227
	Iteration 8Q: 3 clusters Score -1274243 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1274397.000000 Penalty: 4473.032227
	Iteration 9Q: 3 clusters Score -1274397 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1274564.000000 Penalty: 4473.032227
	Iteration 10Q: 3 clusters Score -1274564 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1274780.375000 Penalty: 4473.032227
	Iteration 11Q: 3 clusters Score -1274780 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1275063.875000 Penalty: 4473.032227
	Iteration 12Q: 3 clusters Score -1275064 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1275373.250000 Penalty: 4473.032227
	Iteration 13Q: 3 clusters Score -1275373 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1275641.250000 Penalty: 4473.032227
	Iteration 14Q: 3 clusters Score -1275641 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1275876.250000 Penalty: 4473.032227
	Iteration 15Q: 3 clusters Score -1275876 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1276096.750000 Penalty: 4473.032227
	Iteration 16Q: 3 clusters Score -1276097 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1276280.750000 Penalty: 4473.032227
	Iteration 17Q: 3 clusters Score -1276281 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1276436.125000 Penalty: 4473.032227
	Iteration 18Q: 3 clusters Score -1276436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1276567.375000 Penalty: 4473.032227
	Iteration 19Q: 3 clusters Score -1276567 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1276672.125000 Penalty: 4473.032227
	Iteration 20F: 3 clusters Score -1276672 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1276735.000000 Penalty: 4473.032227
	Iteration 21Q: 3 clusters Score -1276735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1276773.500000 Penalty: 4473.032227
	Iteration 22Q: 3 clusters Score -1276774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1276806.375000 Penalty: 4473.032227
	Iteration 23Q: 3 clusters Score -1276806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1276822.750000 Penalty: 4473.032227
	Iteration 24Q: 3 clusters Score -1276823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1276832.125000 Penalty: 4473.032227
	Iteration 25Q: 3 clusters Score -1276832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1276833.500000 Penalty: 4473.032227
	Iteration 26Q: 3 clusters Score -1276834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1276834.250000 Penalty: 4473.032227
	Iteration 27Q: 3 clusters Score -1276834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1276837.250000 Penalty: 4473.032227
	Iteration 28Q: 3 clusters Score -1276837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1276836.125000 Penalty: 4473.032227
	Iteration 29Q: 3 clusters Score -1276836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1276839.000000 Penalty: 4473.032227
	Iteration 30Q: 3 clusters Score -1276839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1276839.875000 Penalty: 4473.032227
	Iteration 31Q: 3 clusters Score -1276840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1276842.875000 Penalty: 4473.032227
	Iteration 32Q: 3 clusters Score -1276843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1276843.750000 Penalty: 4473.032227
	Iteration 33Q: 3 clusters Score -1276844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1276846.500000 Penalty: 4473.032227
	Iteration 34Q: 3 clusters Score -1276846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1276846.250000 Penalty: 4473.032227
	Iteration 35Q: 3 clusters Score -1276846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1276849.750000 Penalty: 4473.032227
	Iteration 36Q: 3 clusters Score -1276850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1276855.750000 Penalty: 4473.032227
	Iteration 37Q: 3 clusters Score -1276856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1276857.875000 Penalty: 4473.032227
	Iteration 38Q: 3 clusters Score -1276858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1276864.875000 Penalty: 4473.032227
	Iteration 39Q: 3 clusters Score -1276865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1276867.875000 Penalty: 4473.032227
	Iteration 40F: 3 clusters Score -1276868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1276871.000000 Penalty: 4473.032227
	Iteration 41Q: 3 clusters Score -1276871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1276869.000000 Penalty: 4473.032227
	Iteration 42Q: 3 clusters Score -1276869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1276872.875000 Penalty: 4473.032227
	Iteration 43Q: 3 clusters Score -1276873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1276871.375000 Penalty: 4473.032227
	Iteration 44Q: 3 clusters Score -1276871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1276874.625000 Penalty: 4473.032227
	Iteration 45Q: 3 clusters Score -1276875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1276874.125000 Penalty: 4473.032227
	Iteration 46Q: 3 clusters Score -1276874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1276874.125000 Penalty: 4473.032227
	Iteration 47F: 3 clusters Score -1276874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -731660.375000 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -731660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -726990.375000 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -726990.4 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -728479.812500 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -728479.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -729022.125000 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -729022.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -729383.000000 Penalty: 4256.321777
	Iteration 3F: 3 clusters Score -729383 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -729610.875000 Penalty: 4256.321777
	Iteration 4F: 3 clusters Score -729610.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -729754.375000 Penalty: 4256.321777
	Iteration 5Q: 3 clusters Score -729754.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -729868.937500 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -729868.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -729941.375000 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -729941.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -729994.312500 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -729994.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -730022.125000 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -730022.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -730050.125000 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -730050.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -730066.062500 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -730066.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -730077.125000 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -730077.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -730088.937500 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -730088.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -730102.812500 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -730102.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -730111.625000 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -730111.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -730119.625000 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -730119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -730126.125000 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -730126.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -730132.687500 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -730132.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -730136.625000 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -730136.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -730143.687500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -730143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -730147.937500 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -730147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -730150.437500 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -730150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -730152.687500 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -730152.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -730158.187500 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -730158.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -730165.312500 Penalty: 4256.321777
	Iteration 25Q: 3 clusters Score -730165.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -730170.312500 Penalty: 4256.321777
	Iteration 26Q: 3 clusters Score -730170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -730171.250000 Penalty: 4256.321777
	Iteration 27Q: 3 clusters Score -730171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -730173.062500 Penalty: 4256.321777
	Iteration 28Q: 3 clusters Score -730173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -730175.625000 Penalty: 4256.321777
	Iteration 29Q: 3 clusters Score -730175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -730178.937500 Penalty: 4256.321777
	Iteration 30Q: 3 clusters Score -730178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -730179.812500 Penalty: 4256.321777
	Iteration 31Q: 3 clusters Score -730179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -730186.875000 Penalty: 4256.321777
	Iteration 32Q: 3 clusters Score -730186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -730188.812500 Penalty: 4256.321777
	Iteration 33Q: 3 clusters Score -730188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -730193.125000 Penalty: 4256.321777
	Iteration 34Q: 3 clusters Score -730193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -730194.000000 Penalty: 4256.321777
	Iteration 35Q: 3 clusters Score -730194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -730196.625000 Penalty: 4256.321777
	Iteration 36Q: 3 clusters Score -730196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -730200.125000 Penalty: 4256.321777
	Iteration 37Q: 3 clusters Score -730200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -730203.375000 Penalty: 4256.321777
	Iteration 38Q: 3 clusters Score -730203.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -730208.062500 Penalty: 4256.321777
	Iteration 39Q: 3 clusters Score -730208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -730213.125000 Penalty: 4256.321777
	Iteration 40F: 3 clusters Score -730213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -730217.187500 Penalty: 4256.321777
	Iteration 41Q: 3 clusters Score -730217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -730225.375000 Penalty: 4256.321777
	Iteration 42Q: 3 clusters Score -730225.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -730238.625000 Penalty: 4256.321777
	Iteration 43Q: 3 clusters Score -730238.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -730244.750000 Penalty: 4256.321777
	Iteration 44Q: 3 clusters Score -730244.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -730257.937500 Penalty: 4256.321777
	Iteration 45Q: 3 clusters Score -730257.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -730270.500000 Penalty: 4256.321777
	Iteration 46Q: 3 clusters Score -730270.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -730280.312500 Penalty: 4256.321777
	Iteration 47Q: 3 clusters Score -730280.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -730292.125000 Penalty: 4256.321777
	Iteration 48Q: 3 clusters Score -730292.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -730300.625000 Penalty: 4256.321777
	Iteration 49Q: 3 clusters Score -730300.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -730312.875000 Penalty: 4256.321777
	Iteration 50Q: 3 clusters Score -730312.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -730321.250000 Penalty: 4256.321777
	Iteration 51Q: 3 clusters Score -730321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -730327.937500 Penalty: 4256.321777
	Iteration 52Q: 3 clusters Score -730327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -730332.375000 Penalty: 4256.321777
	Iteration 53Q: 3 clusters Score -730332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -730335.437500 Penalty: 4256.321777
	Iteration 54Q: 3 clusters Score -730335.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -730338.500000 Penalty: 4256.321777
	Iteration 55Q: 3 clusters Score -730338.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -730342.687500 Penalty: 4256.321777
	Iteration 56Q: 3 clusters Score -730342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -730346.187500 Penalty: 4256.321777
	Iteration 57Q: 3 clusters Score -730346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -730346.937500 Penalty: 4256.321777
	Iteration 58Q: 3 clusters Score -730346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -730350.937500 Penalty: 4256.321777
	Iteration 59Q: 3 clusters Score -730350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -730352.375000 Penalty: 4256.321777
	Iteration 60F: 3 clusters Score -730352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -730353.125000 Penalty: 4256.321777
	Iteration 61Q: 3 clusters Score -730353.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -730357.000000 Penalty: 4256.321777
	Iteration 62Q: 3 clusters Score -730357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -730361.750000 Penalty: 4256.321777
	Iteration 63Q: 3 clusters Score -730361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -730363.750000 Penalty: 4256.321777
	Iteration 64Q: 3 clusters Score -730363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -730365.187500 Penalty: 4256.321777
	Iteration 65Q: 3 clusters Score -730365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -730368.312500 Penalty: 4256.321777
	Iteration 66Q: 3 clusters Score -730368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -730371.437500 Penalty: 4256.321777
	Iteration 67Q: 3 clusters Score -730371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -730372.250000 Penalty: 4256.321777
	Iteration 68Q: 3 clusters Score -730372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -730373.437500 Penalty: 4256.321777
	Iteration 69Q: 3 clusters Score -730373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -730374.437500 Penalty: 4256.321777
	Iteration 70Q: 3 clusters Score -730374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -730373.750000 Penalty: 4256.321777
	Iteration 71Q: 3 clusters Score -730373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -730373.750000 Penalty: 4256.321777
	Iteration 72F: 3 clusters Score -730373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -113463.968750 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -113464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111726.835938 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -111726.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112046.476562 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -112046.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -112178.781250 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -112178.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112238.132812 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -112238.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112280.992188 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -112281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112299.046875 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -112299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112312.304688 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -112312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112326.132812 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -112326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112334.765625 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -112334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112339.453125 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -112339.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112347.656250 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -112347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112354.453125 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -112354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112364.101562 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -112364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112366.820312 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -112366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112367.218750 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -112367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112367.218750 Penalty: 3310.582520
	Iteration 15F: 3 clusters Score -112367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Entering Unmasked Estep 
Score: -1792306.750000 Penalty: 2314.649902
	Iteration 0F: 2 clusters Score -1792307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1783826.000000 Penalty: 4629.299805
	Iteration 0F: 3 clusters Score -1783826 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1786431.500000 Penalty: 4629.299805
	Iteration 1F: 3 clusters Score -1786432 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1786949.625000 Penalty: 4629.299805
	Iteration 2F: 3 clusters Score -1786950 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1787526.375000 Penalty: 4629.299805
	Iteration 3F: 3 clusters Score -1787526 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1788117.875000 Penalty: 4629.299805
	Iteration 4F: 3 clusters Score -1788118 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1788718.125000 Penalty: 4629.299805
	Iteration 5F: 3 clusters Score -1788718 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1789259.000000 Penalty: 4629.299805
	Iteration 6F: 3 clusters Score -1789259 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1789674.000000 Penalty: 4629.299805
	Iteration 7F: 3 clusters Score -1789674 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1789948.000000 Penalty: 4629.299805
	Iteration 8Q: 3 clusters Score -1789948 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1790130.625000 Penalty: 4629.299805
	Iteration 9Q: 3 clusters Score -1790131 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1790270.625000 Penalty: 4629.299805
	Iteration 10Q: 3 clusters Score -1790271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1790361.250000 Penalty: 4629.299805
	Iteration 11Q: 3 clusters Score -1790361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1790426.000000 Penalty: 4629.299805
	Iteration 12Q: 3 clusters Score -1790426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1790463.375000 Penalty: 4629.299805
	Iteration 13Q: 3 clusters Score -1790463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1790509.500000 Penalty: 4629.299805
	Iteration 14Q: 3 clusters Score -1790510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1790558.875000 Penalty: 4629.299805
	Iteration 15Q: 3 clusters Score -1790559 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1790607.500000 Penalty: 4629.299805
	Iteration 16Q: 3 clusters Score -1790608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1790655.625000 Penalty: 4629.299805
	Iteration 17Q: 3 clusters Score -1790656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1790694.125000 Penalty: 4629.299805
	Iteration 18Q: 3 clusters Score -1790694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1790725.125000 Penalty: 4629.299805
	Iteration 19Q: 3 clusters Score -1790725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1790742.500000 Penalty: 4629.299805
	Iteration 20F: 3 clusters Score -1790742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1790758.375000 Penalty: 4629.299805
	Iteration 21Q: 3 clusters Score -1790758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1790771.250000 Penalty: 4629.299805
	Iteration 22Q: 3 clusters Score -1790771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1790779.875000 Penalty: 4629.299805
	Iteration 23Q: 3 clusters Score -1790780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1790793.625000 Penalty: 4629.299805
	Iteration 24Q: 3 clusters Score -1790794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1790796.375000 Penalty: 4629.299805
	Iteration 25Q: 3 clusters Score -1790796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1790798.375000 Penalty: 4629.299805
	Iteration 26Q: 3 clusters Score -1790798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1790798.250000 Penalty: 4629.299805
	Iteration 27Q: 3 clusters Score -1790798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1790799.250000 Penalty: 4629.299805
	Iteration 28Q: 3 clusters Score -1790799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1790806.625000 Penalty: 4629.299805
	Iteration 29Q: 3 clusters Score -1790807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1790810.250000 Penalty: 4629.299805
	Iteration 30Q: 3 clusters Score -1790810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1790809.250000 Penalty: 4629.299805
	Iteration 31Q: 3 clusters Score -1790809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1790808.250000 Penalty: 4629.299805
	Iteration 32Q: 3 clusters Score -1790808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1790813.125000 Penalty: 4629.299805
	Iteration 33Q: 3 clusters Score -1790813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1790812.125000 Penalty: 4629.299805
	Iteration 34Q: 3 clusters Score -1790812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1790812.750000 Penalty: 4629.299805
	Iteration 35Q: 3 clusters Score -1790813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1790815.500000 Penalty: 4629.299805
	Iteration 36Q: 3 clusters Score -1790816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1790813.500000 Penalty: 4629.299805
	Iteration 37Q: 3 clusters Score -1790814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1790813.500000 Penalty: 4629.299805
	Iteration 38F: 3 clusters Score -1790814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (9516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Entering Unmasked Estep 
Score: -1375622.875000 Penalty: 2271.860840
	Iteration 0F: 2 clusters Score -1375623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1368306.000000 Penalty: 4543.721680
	Iteration 0F: 3 clusters Score -1368306 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1370670.875000 Penalty: 4543.721680
	Iteration 1F: 3 clusters Score -1370671 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1371452.500000 Penalty: 4543.721680
	Iteration 2F: 3 clusters Score -1371452 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1372168.000000 Penalty: 4543.721680
	Iteration 3F: 3 clusters Score -1372168 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1372718.750000 Penalty: 4543.721680
	Iteration 4F: 3 clusters Score -1372719 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1373124.500000 Penalty: 4543.721680
	Iteration 5F: 3 clusters Score -1373124 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1373385.500000 Penalty: 4543.721680
	Iteration 6Q: 3 clusters Score -1373386 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1373563.375000 Penalty: 4543.721680
	Iteration 7Q: 3 clusters Score -1373563 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1373684.250000 Penalty: 4543.721680
	Iteration 8Q: 3 clusters Score -1373684 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1373762.000000 Penalty: 4543.721680
	Iteration 9Q: 3 clusters Score -1373762 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1373828.875000 Penalty: 4543.721680
	Iteration 10Q: 3 clusters Score -1373829 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1373869.750000 Penalty: 4543.721680
	Iteration 11Q: 3 clusters Score -1373870 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1373897.875000 Penalty: 4543.721680
	Iteration 12Q: 3 clusters Score -1373898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1373921.875000 Penalty: 4543.721680
	Iteration 13Q: 3 clusters Score -1373922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1373938.000000 Penalty: 4543.721680
	Iteration 14Q: 3 clusters Score -1373938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1373951.375000 Penalty: 4543.721680
	Iteration 15Q: 3 clusters Score -1373951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1373964.750000 Penalty: 4543.721680
	Iteration 16Q: 3 clusters Score -1373965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1373975.125000 Penalty: 4543.721680
	Iteration 17Q: 3 clusters Score -1373975 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1373986.250000 Penalty: 4543.721680
	Iteration 18Q: 3 clusters Score -1373986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1373994.625000 Penalty: 4543.721680
	Iteration 19Q: 3 clusters Score -1373995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1374003.750000 Penalty: 4543.721680
	Iteration 20F: 3 clusters Score -1374004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1374004.875000 Penalty: 4543.721680
	Iteration 21Q: 3 clusters Score -1374005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1374013.875000 Penalty: 4543.721680
	Iteration 22Q: 3 clusters Score -1374014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1374015.125000 Penalty: 4543.721680
	Iteration 23Q: 3 clusters Score -1374015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1374018.750000 Penalty: 4543.721680
	Iteration 24Q: 3 clusters Score -1374019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1374023.750000 Penalty: 4543.721680
	Iteration 25Q: 3 clusters Score -1374024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1374028.000000 Penalty: 4543.721680
	Iteration 26Q: 3 clusters Score -1374028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1374035.250000 Penalty: 4543.721680
	Iteration 27Q: 3 clusters Score -1374035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1374040.375000 Penalty: 4543.721680
	Iteration 28Q: 3 clusters Score -1374040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1374038.500000 Penalty: 4543.721680
	Iteration 29Q: 3 clusters Score -1374038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1374042.125000 Penalty: 4543.721680
	Iteration 30Q: 3 clusters Score -1374042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1374044.375000 Penalty: 4543.721680
	Iteration 31Q: 3 clusters Score -1374044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1374043.875000 Penalty: 4543.721680
	Iteration 32Q: 3 clusters Score -1374044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1374051.500000 Penalty: 4543.721680
	Iteration 33Q: 3 clusters Score -1374052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1374056.375000 Penalty: 4543.721680
	Iteration 34Q: 3 clusters Score -1374056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1374059.750000 Penalty: 4543.721680
	Iteration 35Q: 3 clusters Score -1374060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1374061.500000 Penalty: 4543.721680
	Iteration 36Q: 3 clusters Score -1374062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1374062.250000 Penalty: 4543.721680
	Iteration 37Q: 3 clusters Score -1374062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1374064.250000 Penalty: 4543.721680
	Iteration 38Q: 3 clusters Score -1374064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1374070.125000 Penalty: 4543.721680
	Iteration 39Q: 3 clusters Score -1374070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1374073.625000 Penalty: 4543.721680
	Iteration 40F: 3 clusters Score -1374074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1374078.500000 Penalty: 4543.721680
	Iteration 41Q: 3 clusters Score -1374078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1374078.875000 Penalty: 4543.721680
	Iteration 42Q: 3 clusters Score -1374079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1374085.375000 Penalty: 4543.721680
	Iteration 43Q: 3 clusters Score -1374085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1374083.750000 Penalty: 4543.721680
	Iteration 44Q: 3 clusters Score -1374084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1374085.750000 Penalty: 4543.721680
	Iteration 45Q: 3 clusters Score -1374086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1374086.500000 Penalty: 4543.721680
	Iteration 46Q: 3 clusters Score -1374086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1374091.500000 Penalty: 4543.721680
	Iteration 47Q: 3 clusters Score -1374092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1374094.250000 Penalty: 4543.721680
	Iteration 48Q: 3 clusters Score -1374094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1374092.625000 Penalty: 4543.721680
	Iteration 49Q: 3 clusters Score -1374093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1374093.875000 Penalty: 4543.721680
	Iteration 50Q: 3 clusters Score -1374094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1374091.125000 Penalty: 4543.721680
	Iteration 51Q: 3 clusters Score -1374091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1374090.125000 Penalty: 4543.721680
	Iteration 52Q: 3 clusters Score -1374090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1374090.250000 Penalty: 4543.721680
	Iteration 53Q: 3 clusters Score -1374090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1374092.375000 Penalty: 4543.721680
	Iteration 54Q: 3 clusters Score -1374092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1374091.625000 Penalty: 4543.721680
	Iteration 55Q: 3 clusters Score -1374092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1374093.375000 Penalty: 4543.721680
	Iteration 56Q: 3 clusters Score -1374093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1374095.375000 Penalty: 4543.721680
	Iteration 57Q: 3 clusters Score -1374095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1374096.250000 Penalty: 4543.721680
	Iteration 58Q: 3 clusters Score -1374096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1374100.500000 Penalty: 4543.721680
	Iteration 59Q: 3 clusters Score -1374100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1374101.375000 Penalty: 4543.721680
	Iteration 60F: 3 clusters Score -1374101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1374101.500000 Penalty: 4543.721680
	Iteration 61Q: 3 clusters Score -1374102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1374098.250000 Penalty: 4543.721680
	Iteration 62Q: 3 clusters Score -1374098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1374103.500000 Penalty: 4543.721680
	Iteration 63Q: 3 clusters Score -1374104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1374103.375000 Penalty: 4543.721680
	Iteration 64Q: 3 clusters Score -1374103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1374103.875000 Penalty: 4543.721680
	Iteration 65Q: 3 clusters Score -1374104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1374104.000000 Penalty: 4543.721680
	Iteration 66Q: 3 clusters Score -1374104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1374101.625000 Penalty: 4543.721680
	Iteration 67Q: 3 clusters Score -1374102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1374103.125000 Penalty: 4543.721680
	Iteration 68Q: 3 clusters Score -1374103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1374106.875000 Penalty: 4543.721680
	Iteration 69Q: 3 clusters Score -1374107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1374106.500000 Penalty: 4543.721680
	Iteration 70Q: 3 clusters Score -1374106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1374105.875000 Penalty: 4543.721680
	Iteration 71Q: 3 clusters Score -1374106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1374105.875000 Penalty: 4543.721680
	Iteration 72F: 3 clusters Score -1374106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Entering Unmasked Estep 
Score: -1871011.375000 Penalty: 2338.848389
	Iteration 0F: 2 clusters Score -1871011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1861816.000000 Penalty: 4677.696777
	Iteration 0F: 3 clusters Score -1861816 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1864729.125000 Penalty: 4677.696777
	Iteration 1F: 3 clusters Score -1864729 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1865260.625000 Penalty: 4677.696777
	Iteration 2F: 3 clusters Score -1865261 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1865756.625000 Penalty: 4677.696777
	Iteration 3F: 3 clusters Score -1865757 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1866318.625000 Penalty: 4677.696777
	Iteration 4F: 3 clusters Score -1866319 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1866859.500000 Penalty: 4677.696777
	Iteration 5F: 3 clusters Score -1866860 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1867321.750000 Penalty: 4677.696777
	Iteration 6F: 3 clusters Score -1867322 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1867667.125000 Penalty: 4677.696777
	Iteration 7Q: 3 clusters Score -1867667 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1867922.625000 Penalty: 4677.696777
	Iteration 8Q: 3 clusters Score -1867923 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1868109.625000 Penalty: 4677.696777
	Iteration 9Q: 3 clusters Score -1868110 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1868232.875000 Penalty: 4677.696777
	Iteration 10Q: 3 clusters Score -1868233 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1868313.625000 Penalty: 4677.696777
	Iteration 11Q: 3 clusters Score -1868314 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1868374.000000 Penalty: 4677.696777
	Iteration 12Q: 3 clusters Score -1868374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1868417.625000 Penalty: 4677.696777
	Iteration 13Q: 3 clusters Score -1868418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1868446.500000 Penalty: 4677.696777
	Iteration 14Q: 3 clusters Score -1868446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1868474.250000 Penalty: 4677.696777
	Iteration 15Q: 3 clusters Score -1868474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1868488.125000 Penalty: 4677.696777
	Iteration 16Q: 3 clusters Score -1868488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1868503.625000 Penalty: 4677.696777
	Iteration 17Q: 3 clusters Score -1868504 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1868509.750000 Penalty: 4677.696777
	Iteration 18Q: 3 clusters Score -1868510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1868522.125000 Penalty: 4677.696777
	Iteration 19Q: 3 clusters Score -1868522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1868528.250000 Penalty: 4677.696777
	Iteration 20F: 3 clusters Score -1868528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1868533.875000 Penalty: 4677.696777
	Iteration 21Q: 3 clusters Score -1868534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1868540.375000 Penalty: 4677.696777
	Iteration 22Q: 3 clusters Score -1868540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1868550.500000 Penalty: 4677.696777
	Iteration 23Q: 3 clusters Score -1868550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1868555.375000 Penalty: 4677.696777
	Iteration 24Q: 3 clusters Score -1868555 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1868558.625000 Penalty: 4677.696777
	Iteration 25Q: 3 clusters Score -1868559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1868575.375000 Penalty: 4677.696777
	Iteration 26Q: 3 clusters Score -1868575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1868586.125000 Penalty: 4677.696777
	Iteration 27Q: 3 clusters Score -1868586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1868589.250000 Penalty: 4677.696777
	Iteration 28Q: 3 clusters Score -1868589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1868591.875000 Penalty: 4677.696777
	Iteration 29Q: 3 clusters Score -1868592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1868597.125000 Penalty: 4677.696777
	Iteration 30Q: 3 clusters Score -1868597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1868605.625000 Penalty: 4677.696777
	Iteration 31Q: 3 clusters Score -1868606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1868608.125000 Penalty: 4677.696777
	Iteration 32Q: 3 clusters Score -1868608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1868610.875000 Penalty: 4677.696777
	Iteration 33Q: 3 clusters Score -1868611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1868617.375000 Penalty: 4677.696777
	Iteration 34Q: 3 clusters Score -1868617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1868617.250000 Penalty: 4677.696777
	Iteration 35Q: 3 clusters Score -1868617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1868620.750000 Penalty: 4677.696777
	Iteration 36Q: 3 clusters Score -1868621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1868622.750000 Penalty: 4677.696777
	Iteration 37Q: 3 clusters Score -1868623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1868631.375000 Penalty: 4677.696777
	Iteration 38Q: 3 clusters Score -1868631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1868633.500000 Penalty: 4677.696777
	Iteration 39Q: 3 clusters Score -1868634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1868634.875000 Penalty: 4677.696777
	Iteration 40F: 3 clusters Score -1868635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1868635.375000 Penalty: 4677.696777
	Iteration 41Q: 3 clusters Score -1868635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1868637.000000 Penalty: 4677.696777
	Iteration 42Q: 3 clusters Score -1868637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1868640.000000 Penalty: 4677.696777
	Iteration 43Q: 3 clusters Score -1868640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1868646.125000 Penalty: 4677.696777
	Iteration 44Q: 3 clusters Score -1868646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1868650.000000 Penalty: 4677.696777
	Iteration 45Q: 3 clusters Score -1868650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1868650.750000 Penalty: 4677.696777
	Iteration 46Q: 3 clusters Score -1868651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1868656.000000 Penalty: 4677.696777
	Iteration 47Q: 3 clusters Score -1868656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1868660.500000 Penalty: 4677.696777
	Iteration 48Q: 3 clusters Score -1868660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1868661.500000 Penalty: 4677.696777
	Iteration 49Q: 3 clusters Score -1868662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1868665.375000 Penalty: 4677.696777
	Iteration 50Q: 3 clusters Score -1868665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1868667.875000 Penalty: 4677.696777
	Iteration 51Q: 3 clusters Score -1868668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1868668.500000 Penalty: 4677.696777
	Iteration 52Q: 3 clusters Score -1868668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1868668.625000 Penalty: 4677.696777
	Iteration 53Q: 3 clusters Score -1868669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1868671.250000 Penalty: 4677.696777
	Iteration 54Q: 3 clusters Score -1868671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1868674.250000 Penalty: 4677.696777
	Iteration 55Q: 3 clusters Score -1868674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1868675.500000 Penalty: 4677.696777
	Iteration 56Q: 3 clusters Score -1868676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1868673.000000 Penalty: 4677.696777
	Iteration 57Q: 3 clusters Score -1868673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1868675.000000 Penalty: 4677.696777
	Iteration 58Q: 3 clusters Score -1868675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1868674.500000 Penalty: 4677.696777
	Iteration 59Q: 3 clusters Score -1868674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1868680.125000 Penalty: 4677.696777
	Iteration 60F: 3 clusters Score -1868680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1868679.375000 Penalty: 4677.696777
	Iteration 61Q: 3 clusters Score -1868679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1868682.875000 Penalty: 4677.696777
	Iteration 62Q: 3 clusters Score -1868683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1868688.625000 Penalty: 4677.696777
	Iteration 63Q: 3 clusters Score -1868689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1868688.750000 Penalty: 4677.696777
	Iteration 64Q: 3 clusters Score -1868689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1868688.625000 Penalty: 4677.696777
	Iteration 65Q: 3 clusters Score -1868689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1868686.500000 Penalty: 4677.696777
	Iteration 66Q: 3 clusters Score -1868686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1868687.000000 Penalty: 4677.696777
	Iteration 67Q: 3 clusters Score -1868687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1868686.875000 Penalty: 4677.696777
	Iteration 68Q: 3 clusters Score -1868687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1868686.125000 Penalty: 4677.696777
	Iteration 69Q: 3 clusters Score -1868686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1868682.000000 Penalty: 4677.696777
	Iteration 70Q: 3 clusters Score -1868682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1868684.750000 Penalty: 4677.696777
	Iteration 71Q: 3 clusters Score -1868685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1868688.375000 Penalty: 4677.696777
	Iteration 72Q: 3 clusters Score -1868688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1868688.625000 Penalty: 4677.696777
	Iteration 73Q: 3 clusters Score -1868689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1868688.625000 Penalty: 4677.696777
	Iteration 74F: 3 clusters Score -1868689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -550303.625000 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -550303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -546674.875000 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -546674.9 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -547440.687500 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -547440.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -547627.187500 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -547627.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -547723.187500 Penalty: 4043.633057
	Iteration 3Q: 3 clusters Score -547723.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -547792.687500 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -547792.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -547857.687500 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -547857.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -547918.687500 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -547918.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -547979.562500 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -547979.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -548029.500000 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -548029.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -548064.500000 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -548064.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -548090.562500 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -548090.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -548106.437500 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -548106.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -548122.187500 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -548122.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -548135.437500 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -548135.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -548147.375000 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -548147.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -548156.937500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -548156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -548163.687500 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -548163.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -548169.812500 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -548169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -548174.687500 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -548174.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -548182.000000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -548182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -548189.687500 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -548189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -548194.187500 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -548194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -548200.000000 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -548200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -548204.187500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -548204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -548206.375000 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -548206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -548213.187500 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -548213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -548219.562500 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -548219.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -548227.500000 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -548227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -548234.062500 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -548234.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -548242.062500 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -548242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -548248.375000 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -548248.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -548255.750000 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -548255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -548260.875000 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -548260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -548265.125000 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -548265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -548272.000000 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -548272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -548274.500000 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -548274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -548278.312500 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -548278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -548280.812500 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -548280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -548285.187500 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -548285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -548292.062500 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -548292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -548295.500000 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -548295.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -548300.250000 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -548300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -548307.750000 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -548307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -548314.312500 Penalty: 4043.633057
	Iteration 43Q: 3 clusters Score -548314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -548322.437500 Penalty: 4043.633057
	Iteration 44Q: 3 clusters Score -548322.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -548327.750000 Penalty: 4043.633057
	Iteration 45Q: 3 clusters Score -548327.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -548332.812500 Penalty: 4043.633057
	Iteration 46Q: 3 clusters Score -548332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -548336.750000 Penalty: 4043.633057
	Iteration 47Q: 3 clusters Score -548336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -548340.625000 Penalty: 4043.633057
	Iteration 48Q: 3 clusters Score -548340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -548344.375000 Penalty: 4043.633057
	Iteration 49Q: 3 clusters Score -548344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -548347.750000 Penalty: 4043.633057
	Iteration 50Q: 3 clusters Score -548347.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -548351.500000 Penalty: 4043.633057
	Iteration 51Q: 3 clusters Score -548351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -548354.875000 Penalty: 4043.633057
	Iteration 52Q: 3 clusters Score -548354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -548356.000000 Penalty: 4043.633057
	Iteration 53Q: 3 clusters Score -548356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -548358.500000 Penalty: 4043.633057
	Iteration 54Q: 3 clusters Score -548358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -548360.062500 Penalty: 4043.633057
	Iteration 55Q: 3 clusters Score -548360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -548361.562500 Penalty: 4043.633057
	Iteration 56Q: 3 clusters Score -548361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -548362.375000 Penalty: 4043.633057
	Iteration 57Q: 3 clusters Score -548362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -548362.625000 Penalty: 4043.633057
	Iteration 58Q: 3 clusters Score -548362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -548362.750000 Penalty: 4043.633057
	Iteration 59Q: 3 clusters Score -548362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -548362.687500 Penalty: 4043.633057
	Iteration 60F: 3 clusters Score -548362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Entering Unmasked Estep 
Score: -657006.062500 Penalty: 2075.781006
	Iteration 0F: 2 clusters Score -657006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -652910.187500 Penalty: 4151.562012
	Iteration 0F: 3 clusters Score -652910.2 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -653854.312500 Penalty: 4151.562012
	Iteration 1F: 3 clusters Score -653854.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -654079.000000 Penalty: 4151.562012
	Iteration 2F: 3 clusters Score -654079 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -654208.687500 Penalty: 4151.562012
	Iteration 3F: 3 clusters Score -654208.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -654311.312500 Penalty: 4151.562012
	Iteration 4Q: 3 clusters Score -654311.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -654395.250000 Penalty: 4151.562012
	Iteration 5Q: 3 clusters Score -654395.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -654452.437500 Penalty: 4151.562012
	Iteration 6Q: 3 clusters Score -654452.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -654509.687500 Penalty: 4151.562012
	Iteration 7Q: 3 clusters Score -654509.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -654570.875000 Penalty: 4151.562012
	Iteration 8Q: 3 clusters Score -654570.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -654648.125000 Penalty: 4151.562012
	Iteration 9Q: 3 clusters Score -654648.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -654726.000000 Penalty: 4151.562012
	Iteration 10Q: 3 clusters Score -654726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -654819.125000 Penalty: 4151.562012
	Iteration 11Q: 3 clusters Score -654819.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -654946.625000 Penalty: 4151.562012
	Iteration 12Q: 3 clusters Score -654946.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -655087.500000 Penalty: 4151.562012
	Iteration 13Q: 3 clusters Score -655087.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -655206.500000 Penalty: 4151.562012
	Iteration 14Q: 3 clusters Score -655206.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -655300.375000 Penalty: 4151.562012
	Iteration 15Q: 3 clusters Score -655300.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -655388.750000 Penalty: 4151.562012
	Iteration 16Q: 3 clusters Score -655388.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -655483.312500 Penalty: 4151.562012
	Iteration 17Q: 3 clusters Score -655483.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -655579.625000 Penalty: 4151.562012
	Iteration 18Q: 3 clusters Score -655579.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -655662.562500 Penalty: 4151.562012
	Iteration 19Q: 3 clusters Score -655662.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -655749.375000 Penalty: 4151.562012
	Iteration 20F: 3 clusters Score -655749.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -655847.437500 Penalty: 4151.562012
	Iteration 21Q: 3 clusters Score -655847.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -655964.312500 Penalty: 4151.562012
	Iteration 22Q: 3 clusters Score -655964.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -656119.937500 Penalty: 4151.562012
	Iteration 23Q: 3 clusters Score -656119.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -656374.875000 Penalty: 4151.562012
	Iteration 24Q: 3 clusters Score -656374.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -656659.562500 Penalty: 4151.562012
	Iteration 25Q: 3 clusters Score -656659.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -656877.250000 Penalty: 4151.562012
	Iteration 26Q: 3 clusters Score -656877.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -657009.062500 Penalty: 4151.562012
	Iteration 27Q: 3 clusters Score -657009.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -657061.750000 Penalty: 4151.562012
	Iteration 28Q: 3 clusters Score -657061.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -657077.437500 Penalty: 4151.562012
	Iteration 29Q: 3 clusters Score -657077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -657082.812500 Penalty: 4151.562012
	Iteration 30Q: 3 clusters Score -657082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -657082.812500 Penalty: 4151.562012
	Iteration 31Q: 3 clusters Score -657082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -657084.875000 Penalty: 4151.562012
	Iteration 32Q: 3 clusters Score -657084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -657085.187500 Penalty: 4151.562012
	Iteration 33Q: 3 clusters Score -657085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -657085.187500 Penalty: 4151.562012
	Iteration 34F: 3 clusters Score -657085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 8497 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2291 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 14401 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 41878 members 
Mstep: Class 58 contains 2025 members 
Entering Unmasked Estep 
Score: -151878672.000000 Penalty: 198710.484375
Splitting cluster 52 changes total score from -151877984.000000 to -151878672.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 53 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -714704.312500 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -714704.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -710479.562500 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -710479.6 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -711418.625000 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -711418.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -711674.750000 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -711674.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -711958.250000 Penalty: 4177.640625
	Iteration 3F: 3 clusters Score -711958.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -712247.625000 Penalty: 4177.640625
	Iteration 4F: 3 clusters Score -712247.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -712551.625000 Penalty: 4177.640625
	Iteration 5F: 3 clusters Score -712551.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -712837.125000 Penalty: 4177.640625
	Iteration 6F: 3 clusters Score -712837.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -713072.187500 Penalty: 4177.640625
	Iteration 7F: 3 clusters Score -713072.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -713232.625000 Penalty: 4177.640625
	Iteration 8Q: 3 clusters Score -713232.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -713344.750000 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -713344.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -713430.000000 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -713430 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -713502.437500 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -713502.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -713559.687500 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -713559.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -713603.125000 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -713603.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -713652.937500 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -713652.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -713695.250000 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -713695.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -713735.750000 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -713735.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -713778.937500 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -713778.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -713818.250000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -713818.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -713853.250000 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -713853.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -713896.812500 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -713896.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -713924.937500 Penalty: 4177.640625
	Iteration 21Q: 3 clusters Score -713924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -713937.125000 Penalty: 4177.640625
	Iteration 22Q: 3 clusters Score -713937.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -713948.687500 Penalty: 4177.640625
	Iteration 23Q: 3 clusters Score -713948.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -713957.062500 Penalty: 4177.640625
	Iteration 24Q: 3 clusters Score -713957.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -713964.812500 Penalty: 4177.640625
	Iteration 25Q: 3 clusters Score -713964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -713972.000000 Penalty: 4177.640625
	Iteration 26Q: 3 clusters Score -713972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -713980.625000 Penalty: 4177.640625
	Iteration 27Q: 3 clusters Score -713980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -713987.062500 Penalty: 4177.640625
	Iteration 28Q: 3 clusters Score -713987.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -713990.437500 Penalty: 4177.640625
	Iteration 29Q: 3 clusters Score -713990.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -713994.062500 Penalty: 4177.640625
	Iteration 30Q: 3 clusters Score -713994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -713998.312500 Penalty: 4177.640625
	Iteration 31Q: 3 clusters Score -713998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -714001.625000 Penalty: 4177.640625
	Iteration 32Q: 3 clusters Score -714001.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -714002.687500 Penalty: 4177.640625
	Iteration 33Q: 3 clusters Score -714002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -714003.562500 Penalty: 4177.640625
	Iteration 34Q: 3 clusters Score -714003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714005.937500 Penalty: 4177.640625
	Iteration 35Q: 3 clusters Score -714005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714007.312500 Penalty: 4177.640625
	Iteration 36Q: 3 clusters Score -714007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714008.125000 Penalty: 4177.640625
	Iteration 37Q: 3 clusters Score -714008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -714008.625000 Penalty: 4177.640625
	Iteration 38Q: 3 clusters Score -714008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -714008.875000 Penalty: 4177.640625
	Iteration 39Q: 3 clusters Score -714008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -714009.812500 Penalty: 4177.640625
	Iteration 40F: 3 clusters Score -714009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714010.875000 Penalty: 4177.640625
	Iteration 41Q: 3 clusters Score -714010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714010.875000 Penalty: 4177.640625
	Iteration 42F: 3 clusters Score -714010.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -2224321.500000 Penalty: 2374.613281
	Iteration 0F: 2 clusters Score -2224322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2213865.000000 Penalty: 4749.226562
	Iteration 0F: 3 clusters Score -2213865 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2217331.000000 Penalty: 4749.226562
	Iteration 1F: 3 clusters Score -2217331 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2218156.250000 Penalty: 4749.226562
	Iteration 2F: 3 clusters Score -2218156 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2219375.500000 Penalty: 4749.226562
	Iteration 3F: 3 clusters Score -2219376 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2220772.000000 Penalty: 4749.226562
	Iteration 4F: 3 clusters Score -2220772 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2221934.000000 Penalty: 4749.226562
	Iteration 5F: 3 clusters Score -2221934 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2222825.000000 Penalty: 4749.226562
	Iteration 6F: 3 clusters Score -2222825 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2223451.500000 Penalty: 4749.226562
	Iteration 7Q: 3 clusters Score -2223452 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2223866.250000 Penalty: 4749.226562
	Iteration 8Q: 3 clusters Score -2223866 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2224081.250000 Penalty: 4749.226562
	Iteration 9Q: 3 clusters Score -2224081 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2224179.000000 Penalty: 4749.226562
	Iteration 10Q: 3 clusters Score -2224179 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2224222.500000 Penalty: 4749.226562
	Iteration 11Q: 3 clusters Score -2224222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2224258.500000 Penalty: 4749.226562
	Iteration 12Q: 3 clusters Score -2224258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2224283.250000 Penalty: 4749.226562
	Iteration 13Q: 3 clusters Score -2224283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2224300.000000 Penalty: 4749.226562
	Iteration 14Q: 3 clusters Score -2224300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2224315.750000 Penalty: 4749.226562
	Iteration 15Q: 3 clusters Score -2224316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2224322.000000 Penalty: 4749.226562
	Iteration 16Q: 3 clusters Score -2224322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2224327.250000 Penalty: 4749.226562
	Iteration 17Q: 3 clusters Score -2224327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2224343.500000 Penalty: 4749.226562
	Iteration 18Q: 3 clusters Score -2224344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2224354.000000 Penalty: 4749.226562
	Iteration 19Q: 3 clusters Score -2224354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2224357.500000 Penalty: 4749.226562
	Iteration 20F: 3 clusters Score -2224358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2224360.250000 Penalty: 4749.226562
	Iteration 21Q: 3 clusters Score -2224360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2224367.000000 Penalty: 4749.226562
	Iteration 22Q: 3 clusters Score -2224367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2224373.000000 Penalty: 4749.226562
	Iteration 23Q: 3 clusters Score -2224373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2224380.250000 Penalty: 4749.226562
	Iteration 24Q: 3 clusters Score -2224380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2224385.000000 Penalty: 4749.226562
	Iteration 25Q: 3 clusters Score -2224385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2224391.750000 Penalty: 4749.226562
	Iteration 26Q: 3 clusters Score -2224392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2224400.500000 Penalty: 4749.226562
	Iteration 27Q: 3 clusters Score -2224400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2224400.250000 Penalty: 4749.226562
	Iteration 28Q: 3 clusters Score -2224400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2224411.250000 Penalty: 4749.226562
	Iteration 29Q: 3 clusters Score -2224411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2224412.500000 Penalty: 4749.226562
	Iteration 30Q: 3 clusters Score -2224412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2224418.250000 Penalty: 4749.226562
	Iteration 31Q: 3 clusters Score -2224418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2224411.500000 Penalty: 4749.226562
	Iteration 32Q: 3 clusters Score -2224412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2224417.000000 Penalty: 4749.226562
	Iteration 33Q: 3 clusters Score -2224417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2224421.250000 Penalty: 4749.226562
	Iteration 34Q: 3 clusters Score -2224421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2224421.750000 Penalty: 4749.226562
	Iteration 35Q: 3 clusters Score -2224422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2224422.750000 Penalty: 4749.226562
	Iteration 36Q: 3 clusters Score -2224423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2224421.250000 Penalty: 4749.226562
	Iteration 37Q: 3 clusters Score -2224421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2224421.250000 Penalty: 4749.226562
	Iteration 38F: 3 clusters Score -2224421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 8497 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2291 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 9816 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 41878 members 
Mstep: Class 58 contains 2025 members 
Mstep: Class 59 contains 4585 members 
Entering Unmasked Estep 
Score: -151878032.000000 Penalty: 202136.531250
Splitting cluster 54 changes total score from -151877984.000000 to -151878032.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 55 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -934385.750000 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -934385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -929145.062500 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -929145.1 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -930538.812500 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -930538.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -930884.437500 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -930884.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -931273.625000 Penalty: 4332.421875
	Iteration 3F: 3 clusters Score -931273.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -931695.562500 Penalty: 4332.421875
	Iteration 4F: 3 clusters Score -931695.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -932237.625000 Penalty: 4332.421875
	Iteration 5F: 3 clusters Score -932237.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -932768.000000 Penalty: 4332.421875
	Iteration 6F: 3 clusters Score -932768 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -933092.875000 Penalty: 4332.421875
	Iteration 7F: 3 clusters Score -933092.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -933261.000000 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -933261 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -933359.875000 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -933359.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -933436.562500 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -933436.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -933503.250000 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -933503.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -933566.500000 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -933566.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -933610.875000 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -933610.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -933645.062500 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -933645.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -933671.500000 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -933671.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -933693.562500 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -933693.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -933712.812500 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -933712.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -933733.750000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -933733.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -933746.562500 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -933746.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -933761.062500 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -933761.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -933771.750000 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -933771.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -933782.562500 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -933782.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -933792.625000 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -933792.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -933808.250000 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -933808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -933822.375000 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -933822.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -933832.562500 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -933832.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -933842.937500 Penalty: 4332.421875
	Iteration 27Q: 3 clusters Score -933842.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -933853.875000 Penalty: 4332.421875
	Iteration 28Q: 3 clusters Score -933853.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -933861.750000 Penalty: 4332.421875
	Iteration 29Q: 3 clusters Score -933861.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -933869.437500 Penalty: 4332.421875
	Iteration 30Q: 3 clusters Score -933869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -933876.937500 Penalty: 4332.421875
	Iteration 31Q: 3 clusters Score -933876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -933881.937500 Penalty: 4332.421875
	Iteration 32Q: 3 clusters Score -933881.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -933885.875000 Penalty: 4332.421875
	Iteration 33Q: 3 clusters Score -933885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -933889.687500 Penalty: 4332.421875
	Iteration 34Q: 3 clusters Score -933889.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -933894.812500 Penalty: 4332.421875
	Iteration 35Q: 3 clusters Score -933894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -933899.562500 Penalty: 4332.421875
	Iteration 36Q: 3 clusters Score -933899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -933905.625000 Penalty: 4332.421875
	Iteration 37Q: 3 clusters Score -933905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -933906.312500 Penalty: 4332.421875
	Iteration 38Q: 3 clusters Score -933906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -933910.187500 Penalty: 4332.421875
	Iteration 39Q: 3 clusters Score -933910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -933914.000000 Penalty: 4332.421875
	Iteration 40F: 3 clusters Score -933914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -933917.500000 Penalty: 4332.421875
	Iteration 41Q: 3 clusters Score -933917.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -933924.250000 Penalty: 4332.421875
	Iteration 42Q: 3 clusters Score -933924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -933929.812500 Penalty: 4332.421875
	Iteration 43Q: 3 clusters Score -933929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -933937.687500 Penalty: 4332.421875
	Iteration 44Q: 3 clusters Score -933937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -933945.250000 Penalty: 4332.421875
	Iteration 45Q: 3 clusters Score -933945.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -933953.312500 Penalty: 4332.421875
	Iteration 46Q: 3 clusters Score -933953.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -933959.562500 Penalty: 4332.421875
	Iteration 47Q: 3 clusters Score -933959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -933966.312500 Penalty: 4332.421875
	Iteration 48Q: 3 clusters Score -933966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -933968.562500 Penalty: 4332.421875
	Iteration 49Q: 3 clusters Score -933968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -933970.562500 Penalty: 4332.421875
	Iteration 50Q: 3 clusters Score -933970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -933971.375000 Penalty: 4332.421875
	Iteration 51Q: 3 clusters Score -933971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -933973.562500 Penalty: 4332.421875
	Iteration 52Q: 3 clusters Score -933973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -933972.687500 Penalty: 4332.421875
	Iteration 53Q: 3 clusters Score -933972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -933973.562500 Penalty: 4332.421875
	Iteration 54Q: 3 clusters Score -933973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -933976.187500 Penalty: 4332.421875
	Iteration 55Q: 3 clusters Score -933976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -933977.312500 Penalty: 4332.421875
	Iteration 56Q: 3 clusters Score -933977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -933980.875000 Penalty: 4332.421875
	Iteration 57Q: 3 clusters Score -933980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -933982.375000 Penalty: 4332.421875
	Iteration 58Q: 3 clusters Score -933982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -933982.187500 Penalty: 4332.421875
	Iteration 59Q: 3 clusters Score -933982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -933982.937500 Penalty: 4332.421875
	Iteration 60F: 3 clusters Score -933982.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -71715.382812 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -71715.38 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 257 members 
Entering Unmasked Estep 
Score: -70193.968750 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -70193.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70389.031250 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -70389.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70479.343750 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -70479.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70557.898438 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -70557.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70630.734375 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -70630.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70711.453125 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -70711.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70768.750000 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -70768.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70800.953125 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -70800.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70837.101562 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -70837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70899.296875 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -70899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70948.140625 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -70948.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71019.320312 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -71019.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71095.765625 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -71095.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71129.632812 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -71129.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71132.203125 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -71132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71134.890625 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -71134.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71134.890625 Penalty: 3084.425781
	Iteration 16F: 3 clusters Score -71134.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 9372 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79376 members 
Mstep: Class 7 contains 82081 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 53079 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82353 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9230 members 
Mstep: Class 19 contains 34442 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94253 members 
Mstep: Class 26 contains 14166 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 90977 members 
Mstep: Class 29 contains 26705 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7691 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9502 members 
Mstep: Class 35 contains 4666 members 
Mstep: Class 36 contains 6370 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3519 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14769 members 
Mstep: Class 42 contains 20838 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 8497 members 
Mstep: Class 45 contains 8252 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11308 members 
Mstep: Class 49 contains 9516 members 
Mstep: Class 50 contains 12467 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2291 members 
Mstep: Class 53 contains 4549 members 
Mstep: Class 54 contains 9816 members 
Mstep: Class 55 contains 6215 members 
Mstep: Class 56 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151880064.000000 Penalty: 202136.531250
Iteration 119Q: 60 clusters Score -1.518801e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 11626 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79353 members 
Mstep: Class 7 contains 82093 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 49519 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 53095 members 
Mstep: Class 14 contains 10292 members 
Mstep: Class 15 contains 6869 members 
Mstep: Class 16 contains 82483 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 9254 members 
Mstep: Class 19 contains 34328 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8798 members 
Mstep: Class 22 contains 17939 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94291 members 
Mstep: Class 26 contains 14049 members 
Mstep: Class 27 contains 7455 members 
Mstep: Class 28 contains 90948 members 
Mstep: Class 29 contains 26617 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7675 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4728 members 
Mstep: Class 36 contains 6375 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3520 members 
Mstep: Class 39 contains 3101 members 
Mstep: Class 40 contains 2573 members 
Mstep: Class 41 contains 14771 members 
Mstep: Class 42 contains 21154 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 8739 members 
Mstep: Class 45 contains 8259 members 
Mstep: Class 46 contains 5331 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11333 members 
Mstep: Class 49 contains 9625 members 
Mstep: Class 50 contains 12573 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2317 members 
Mstep: Class 53 contains 4554 members 
Mstep: Class 54 contains 9734 members 
Mstep: Class 55 contains 6241 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 40972 members 
Mstep: Class 58 contains 1892 members 
Mstep: Class 59 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882096.000000 Penalty: 202136.531250
Iteration 120F: 60 clusters Score -1.518821e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 6945 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79351 members 
Mstep: Class 7 contains 82116 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 49501 members 
Mstep: Class 10 contains 8211 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 53095 members 
Mstep: Class 14 contains 10298 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 82443 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 9263 members 
Mstep: Class 19 contains 34215 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 17774 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94322 members 
Mstep: Class 26 contains 13983 members 
Mstep: Class 27 contains 7451 members 
Mstep: Class 28 contains 90944 members 
Mstep: Class 29 contains 26512 members 
Mstep: Class 30 contains 11116 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7602 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9508 members 
Mstep: Class 35 contains 4711 members 
Mstep: Class 36 contains 6383 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3525 members 
Mstep: Class 39 contains 3127 members 
Mstep: Class 40 contains 2577 members 
Mstep: Class 41 contains 14749 members 
Mstep: Class 42 contains 21181 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 8811 members 
Mstep: Class 45 contains 8270 members 
Mstep: Class 46 contains 5327 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11320 members 
Mstep: Class 49 contains 9633 members 
Mstep: Class 50 contains 12686 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 4555 members 
Mstep: Class 54 contains 9631 members 
Mstep: Class 55 contains 6167 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 41542 members 
Mstep: Class 58 contains 1993 members 
Mstep: Class 59 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882448.000000 Penalty: 202136.531250
Iteration 121Q: 60 clusters Score -1.518824e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 9377 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 11623 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79355 members 
Mstep: Class 7 contains 82127 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 49483 members 
Mstep: Class 10 contains 8187 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 53072 members 
Mstep: Class 14 contains 10300 members 
Mstep: Class 15 contains 6866 members 
Mstep: Class 16 contains 82411 members 
Mstep: Class 17 contains 15432 members 
Mstep: Class 18 contains 9263 members 
Mstep: Class 19 contains 34099 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 17657 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94366 members 
Mstep: Class 26 contains 13955 members 
Mstep: Class 27 contains 7446 members 
Mstep: Class 28 contains 90936 members 
Mstep: Class 29 contains 26416 members 
Mstep: Class 30 contains 11114 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7547 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9511 members 
Mstep: Class 35 contains 4715 members 
Mstep: Class 36 contains 6388 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3541 members 
Mstep: Class 39 contains 3158 members 
Mstep: Class 40 contains 2580 members 
Mstep: Class 41 contains 14735 members 
Mstep: Class 42 contains 21221 members 
Mstep: Class 43 contains 7273 members 
Mstep: Class 44 contains 8888 members 
Mstep: Class 45 contains 8295 members 
Mstep: Class 46 contains 5324 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11320 members 
Mstep: Class 49 contains 9659 members 
Mstep: Class 50 contains 12795 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2316 members 
Mstep: Class 53 contains 4555 members 
Mstep: Class 54 contains 9600 members 
Mstep: Class 55 contains 6126 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 41829 members 
Mstep: Class 58 contains 2074 members 
Mstep: Class 59 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882576.000000 Penalty: 202136.531250
Iteration 122Q: 60 clusters Score -1.518826e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 11636 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79361 members 
Mstep: Class 7 contains 82145 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 49461 members 
Mstep: Class 10 contains 8165 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 53049 members 
Mstep: Class 14 contains 10300 members 
Mstep: Class 15 contains 6862 members 
Mstep: Class 16 contains 82367 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 9263 members 
Mstep: Class 19 contains 33968 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8592 members 
Mstep: Class 22 contains 17576 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94416 members 
Mstep: Class 26 contains 13939 members 
Mstep: Class 27 contains 7442 members 
Mstep: Class 28 contains 90924 members 
Mstep: Class 29 contains 26321 members 
Mstep: Class 30 contains 11120 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 7492 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 4722 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 3180 members 
Mstep: Class 40 contains 2581 members 
Mstep: Class 41 contains 14727 members 
Mstep: Class 42 contains 21266 members 
Mstep: Class 43 contains 7272 members 
Mstep: Class 44 contains 8959 members 
Mstep: Class 45 contains 8321 members 
Mstep: Class 46 contains 5317 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11323 members 
Mstep: Class 49 contains 9682 members 
Mstep: Class 50 contains 12912 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 4555 members 
Mstep: Class 54 contains 9576 members 
Mstep: Class 55 contains 6110 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 41990 members 
Mstep: Class 58 contains 2139 members 
Mstep: Class 59 contains 4804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151882848.000000 Penalty: 202136.531250
Iteration 123Q: 60 clusters Score -1.518828e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 9395 members 
Mstep: Class 3 contains 6973 members 
Mstep: Class 4 contains 11656 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79361 members 
Mstep: Class 7 contains 82174 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49438 members 
Mstep: Class 10 contains 8146 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 53032 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 82326 members 
Mstep: Class 17 contains 15187 members 
Mstep: Class 18 contains 9260 members 
Mstep: Class 19 contains 33857 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8543 members 
Mstep: Class 22 contains 17506 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94448 members 
Mstep: Class 26 contains 13925 members 
Mstep: Class 27 contains 7440 members 
Mstep: Class 28 contains 90927 members 
Mstep: Class 29 contains 26218 members 
Mstep: Class 30 contains 11126 members 
Mstep: Class 31 contains 1341 members 
Mstep: Class 32 contains 7440 members 
Mstep: Class 33 contains 2925 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3577 members 
Mstep: Class 39 contains 3206 members 
Mstep: Class 40 contains 2583 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21295 members 
Mstep: Class 43 contains 7272 members 
Mstep: Class 44 contains 9019 members 
Mstep: Class 45 contains 8342 members 
Mstep: Class 46 contains 5307 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11333 members 
Mstep: Class 49 contains 9697 members 
Mstep: Class 50 contains 13033 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2332 members 
Mstep: Class 53 contains 4555 members 
Mstep: Class 54 contains 9570 members 
Mstep: Class 55 contains 6097 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42080 members 
Mstep: Class 58 contains 2201 members 
Mstep: Class 59 contains 4855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883008.000000 Penalty: 202136.531250
Iteration 124Q: 60 clusters Score -1.51883e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79357 members 
Mstep: Class 7 contains 82194 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 8140 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 53035 members 
Mstep: Class 14 contains 10297 members 
Mstep: Class 15 contains 6855 members 
Mstep: Class 16 contains 82281 members 
Mstep: Class 17 contains 15106 members 
Mstep: Class 18 contains 9260 members 
Mstep: Class 19 contains 33755 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8511 members 
Mstep: Class 22 contains 17450 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94482 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 7445 members 
Mstep: Class 28 contains 90908 members 
Mstep: Class 29 contains 26111 members 
Mstep: Class 30 contains 11126 members 
Mstep: Class 31 contains 1341 members 
Mstep: Class 32 contains 7399 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4723 members 
Mstep: Class 36 contains 6415 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 3237 members 
Mstep: Class 40 contains 2585 members 
Mstep: Class 41 contains 14716 members 
Mstep: Class 42 contains 21319 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 9082 members 
Mstep: Class 45 contains 8358 members 
Mstep: Class 46 contains 5295 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11342 members 
Mstep: Class 49 contains 9711 members 
Mstep: Class 50 contains 13138 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2336 members 
Mstep: Class 53 contains 4555 members 
Mstep: Class 54 contains 9567 members 
Mstep: Class 55 contains 6087 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42158 members 
Mstep: Class 58 contains 2262 members 
Mstep: Class 59 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883216.000000 Penalty: 202136.531250
Iteration 125Q: 60 clusters Score -1.518832e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 9401 members 
Mstep: Class 3 contains 6989 members 
Mstep: Class 4 contains 11683 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79366 members 
Mstep: Class 7 contains 82209 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 8133 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 53027 members 
Mstep: Class 14 contains 10304 members 
Mstep: Class 15 contains 6850 members 
Mstep: Class 16 contains 82254 members 
Mstep: Class 17 contains 15041 members 
Mstep: Class 18 contains 9264 members 
Mstep: Class 19 contains 33666 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8485 members 
Mstep: Class 22 contains 17405 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94512 members 
Mstep: Class 26 contains 13908 members 
Mstep: Class 27 contains 7445 members 
Mstep: Class 28 contains 90904 members 
Mstep: Class 29 contains 25998 members 
Mstep: Class 30 contains 11122 members 
Mstep: Class 31 contains 1342 members 
Mstep: Class 32 contains 7355 members 
Mstep: Class 33 contains 2926 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 36 contains 6425 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3597 members 
Mstep: Class 39 contains 3278 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 14709 members 
Mstep: Class 42 contains 21330 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 9118 members 
Mstep: Class 45 contains 8373 members 
Mstep: Class 46 contains 5285 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11347 members 
Mstep: Class 49 contains 9720 members 
Mstep: Class 50 contains 13219 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2339 members 
Mstep: Class 53 contains 4555 members 
Mstep: Class 54 contains 9559 members 
Mstep: Class 55 contains 6080 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 2304 members 
Mstep: Class 59 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883472.000000 Penalty: 202136.531250
Iteration 126Q: 60 clusters Score -1.518835e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 9402 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79366 members 
Mstep: Class 7 contains 82230 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49428 members 
Mstep: Class 10 contains 8128 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 53003 members 
Mstep: Class 14 contains 10323 members 
Mstep: Class 15 contains 6840 members 
Mstep: Class 16 contains 82225 members 
Mstep: Class 17 contains 14984 members 
Mstep: Class 18 contains 9264 members 
Mstep: Class 19 contains 33591 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8454 members 
Mstep: Class 22 contains 17364 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94545 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 7455 members 
Mstep: Class 28 contains 90901 members 
Mstep: Class 29 contains 25865 members 
Mstep: Class 30 contains 11121 members 
Mstep: Class 31 contains 1342 members 
Mstep: Class 32 contains 7318 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4723 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 3342 members 
Mstep: Class 40 contains 2587 members 
Mstep: Class 41 contains 14712 members 
Mstep: Class 42 contains 21343 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 9152 members 
Mstep: Class 45 contains 8379 members 
Mstep: Class 46 contains 5285 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11350 members 
Mstep: Class 49 contains 9729 members 
Mstep: Class 50 contains 13299 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2347 members 
Mstep: Class 53 contains 4556 members 
Mstep: Class 54 contains 9556 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42268 members 
Mstep: Class 58 contains 2346 members 
Mstep: Class 59 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883616.000000 Penalty: 202136.531250
Iteration 127Q: 60 clusters Score -1.518836e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 11713 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79364 members 
Mstep: Class 7 contains 82245 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49408 members 
Mstep: Class 10 contains 8123 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 52981 members 
Mstep: Class 14 contains 10341 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 82195 members 
Mstep: Class 17 contains 14932 members 
Mstep: Class 18 contains 9266 members 
Mstep: Class 19 contains 33522 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8437 members 
Mstep: Class 22 contains 17330 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94576 members 
Mstep: Class 26 contains 13908 members 
Mstep: Class 27 contains 7461 members 
Mstep: Class 28 contains 90903 members 
Mstep: Class 29 contains 25730 members 
Mstep: Class 30 contains 11121 members 
Mstep: Class 31 contains 1342 members 
Mstep: Class 32 contains 7275 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4727 members 
Mstep: Class 36 contains 6441 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3619 members 
Mstep: Class 39 contains 3405 members 
Mstep: Class 40 contains 2588 members 
Mstep: Class 41 contains 14710 members 
Mstep: Class 42 contains 21360 members 
Mstep: Class 43 contains 7270 members 
Mstep: Class 44 contains 9181 members 
Mstep: Class 45 contains 8390 members 
Mstep: Class 46 contains 5283 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11353 members 
Mstep: Class 49 contains 9736 members 
Mstep: Class 50 contains 13381 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2355 members 
Mstep: Class 53 contains 4556 members 
Mstep: Class 54 contains 9552 members 
Mstep: Class 55 contains 6085 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42307 members 
Mstep: Class 58 contains 2382 members 
Mstep: Class 59 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883312.000000 Penalty: 202136.531250
Iteration 128Q: 60 clusters Score -1.518833e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 9383 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 11723 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79357 members 
Mstep: Class 7 contains 82253 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49399 members 
Mstep: Class 10 contains 8117 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 52974 members 
Mstep: Class 14 contains 10368 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 82150 members 
Mstep: Class 17 contains 14893 members 
Mstep: Class 18 contains 9268 members 
Mstep: Class 19 contains 33467 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8419 members 
Mstep: Class 22 contains 17312 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94594 members 
Mstep: Class 26 contains 13909 members 
Mstep: Class 27 contains 7470 members 
Mstep: Class 28 contains 90904 members 
Mstep: Class 29 contains 25604 members 
Mstep: Class 30 contains 11123 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7234 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4727 members 
Mstep: Class 36 contains 6443 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3617 members 
Mstep: Class 39 contains 3483 members 
Mstep: Class 40 contains 2589 members 
Mstep: Class 41 contains 14708 members 
Mstep: Class 42 contains 21388 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 9207 members 
Mstep: Class 45 contains 8404 members 
Mstep: Class 46 contains 5278 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11361 members 
Mstep: Class 49 contains 9748 members 
Mstep: Class 50 contains 13443 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2356 members 
Mstep: Class 53 contains 4556 members 
Mstep: Class 54 contains 9548 members 
Mstep: Class 55 contains 6093 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42320 members 
Mstep: Class 58 contains 2421 members 
Mstep: Class 59 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883632.000000 Penalty: 202136.531250
Iteration 129Q: 60 clusters Score -1.518836e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 9367 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 11741 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79354 members 
Mstep: Class 7 contains 82250 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49389 members 
Mstep: Class 10 contains 8115 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 52972 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 6823 members 
Mstep: Class 16 contains 82118 members 
Mstep: Class 17 contains 14856 members 
Mstep: Class 18 contains 9269 members 
Mstep: Class 19 contains 33425 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8397 members 
Mstep: Class 22 contains 17290 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94614 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 7471 members 
Mstep: Class 28 contains 90907 members 
Mstep: Class 29 contains 25458 members 
Mstep: Class 30 contains 11125 members 
Mstep: Class 31 contains 1343 members 
Mstep: Class 32 contains 7201 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 9513 members 
Mstep: Class 35 contains 4732 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3616 members 
Mstep: Class 39 contains 3565 members 
Mstep: Class 40 contains 2592 members 
Mstep: Class 41 contains 14711 members 
Mstep: Class 42 contains 21415 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 9232 members 
Mstep: Class 45 contains 8417 members 
Mstep: Class 46 contains 5275 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11364 members 
Mstep: Class 49 contains 9759 members 
Mstep: Class 50 contains 13513 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2356 members 
Mstep: Class 53 contains 4556 members 
Mstep: Class 54 contains 9540 members 
Mstep: Class 55 contains 6094 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42345 members 
Mstep: Class 58 contains 2452 members 
Mstep: Class 59 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883440.000000 Penalty: 202136.531250
Iteration 130Q: 60 clusters Score -1.518834e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 9350 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 11751 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79355 members 
Mstep: Class 7 contains 82265 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49378 members 
Mstep: Class 10 contains 8102 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3715 members 
Mstep: Class 13 contains 52964 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 6821 members 
Mstep: Class 16 contains 82077 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9270 members 
Mstep: Class 19 contains 33375 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 17260 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94641 members 
Mstep: Class 26 contains 13900 members 
Mstep: Class 27 contains 7473 members 
Mstep: Class 28 contains 90899 members 
Mstep: Class 29 contains 25339 members 
Mstep: Class 30 contains 11128 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7181 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 9514 members 
Mstep: Class 35 contains 4741 members 
Mstep: Class 36 contains 6453 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3620 members 
Mstep: Class 39 contains 3646 members 
Mstep: Class 40 contains 2593 members 
Mstep: Class 41 contains 14716 members 
Mstep: Class 42 contains 21443 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 9259 members 
Mstep: Class 45 contains 8427 members 
Mstep: Class 46 contains 5268 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11366 members 
Mstep: Class 49 contains 9770 members 
Mstep: Class 50 contains 13584 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2355 members 
Mstep: Class 53 contains 4557 members 
Mstep: Class 54 contains 9527 members 
Mstep: Class 55 contains 6090 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42362 members 
Mstep: Class 58 contains 2478 members 
Mstep: Class 59 contains 5038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883136.000000 Penalty: 202136.531250
Iteration 131Q: 60 clusters Score -1.518831e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 9340 members 
Mstep: Class 3 contains 7023 members 
Mstep: Class 4 contains 11757 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79351 members 
Mstep: Class 7 contains 82277 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49369 members 
Mstep: Class 10 contains 8103 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 52947 members 
Mstep: Class 14 contains 10414 members 
Mstep: Class 15 contains 6825 members 
Mstep: Class 16 contains 82039 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 33350 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94659 members 
Mstep: Class 26 contains 13898 members 
Mstep: Class 27 contains 7475 members 
Mstep: Class 28 contains 90883 members 
Mstep: Class 29 contains 25200 members 
Mstep: Class 30 contains 11128 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4745 members 
Mstep: Class 36 contains 6452 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3620 members 
Mstep: Class 39 contains 3742 members 
Mstep: Class 40 contains 2595 members 
Mstep: Class 41 contains 14711 members 
Mstep: Class 42 contains 21459 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 9281 members 
Mstep: Class 45 contains 8441 members 
Mstep: Class 46 contains 5263 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11368 members 
Mstep: Class 49 contains 9791 members 
Mstep: Class 50 contains 13645 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2354 members 
Mstep: Class 53 contains 4557 members 
Mstep: Class 54 contains 9515 members 
Mstep: Class 55 contains 6080 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42374 members 
Mstep: Class 58 contains 2506 members 
Mstep: Class 59 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883264.000000 Penalty: 202136.531250
Iteration 132Q: 60 clusters Score -1.518833e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 9336 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 11769 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79353 members 
Mstep: Class 7 contains 82279 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49360 members 
Mstep: Class 10 contains 8103 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 52935 members 
Mstep: Class 14 contains 10441 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 82003 members 
Mstep: Class 17 contains 14775 members 
Mstep: Class 18 contains 9270 members 
Mstep: Class 19 contains 33321 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 17228 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94683 members 
Mstep: Class 26 contains 13898 members 
Mstep: Class 27 contains 7469 members 
Mstep: Class 28 contains 90877 members 
Mstep: Class 29 contains 25020 members 
Mstep: Class 30 contains 11128 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7160 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4749 members 
Mstep: Class 36 contains 6451 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3627 members 
Mstep: Class 39 contains 3869 members 
Mstep: Class 40 contains 2594 members 
Mstep: Class 41 contains 14709 members 
Mstep: Class 42 contains 21459 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 9302 members 
Mstep: Class 45 contains 8455 members 
Mstep: Class 46 contains 5265 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11370 members 
Mstep: Class 49 contains 9799 members 
Mstep: Class 50 contains 13718 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2352 members 
Mstep: Class 53 contains 4558 members 
Mstep: Class 54 contains 9507 members 
Mstep: Class 55 contains 6064 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42380 members 
Mstep: Class 58 contains 2521 members 
Mstep: Class 59 contains 5067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883136.000000 Penalty: 202136.531250
Iteration 133Q: 60 clusters Score -1.518831e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79357 members 
Mstep: Class 7 contains 82280 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49341 members 
Mstep: Class 10 contains 8102 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 52931 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 6819 members 
Mstep: Class 16 contains 81955 members 
Mstep: Class 17 contains 14752 members 
Mstep: Class 18 contains 9270 members 
Mstep: Class 19 contains 33279 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8357 members 
Mstep: Class 22 contains 17215 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94705 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 7466 members 
Mstep: Class 28 contains 90863 members 
Mstep: Class 29 contains 24847 members 
Mstep: Class 30 contains 11129 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7160 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4751 members 
Mstep: Class 36 contains 6453 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3632 members 
Mstep: Class 39 contains 3994 members 
Mstep: Class 40 contains 2594 members 
Mstep: Class 41 contains 14705 members 
Mstep: Class 42 contains 21458 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 9317 members 
Mstep: Class 45 contains 8469 members 
Mstep: Class 46 contains 5262 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11369 members 
Mstep: Class 49 contains 9817 members 
Mstep: Class 50 contains 13794 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2357 members 
Mstep: Class 53 contains 4558 members 
Mstep: Class 54 contains 9499 members 
Mstep: Class 55 contains 6058 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42389 members 
Mstep: Class 58 contains 2538 members 
Mstep: Class 59 contains 5071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883424.000000 Penalty: 202136.531250
Iteration 134Q: 60 clusters Score -1.518834e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 9331 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79354 members 
Mstep: Class 7 contains 82285 members 
Mstep: Class 8 contains 1479 members 
Mstep: Class 9 contains 49315 members 
Mstep: Class 10 contains 8111 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3719 members 
Mstep: Class 13 contains 52914 members 
Mstep: Class 14 contains 10505 members 
Mstep: Class 15 contains 6817 members 
Mstep: Class 16 contains 81908 members 
Mstep: Class 17 contains 14724 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 33254 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8348 members 
Mstep: Class 22 contains 17195 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94730 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 7470 members 
Mstep: Class 28 contains 90856 members 
Mstep: Class 29 contains 24677 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 1343 members 
Mstep: Class 32 contains 7155 members 
Mstep: Class 33 contains 2928 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 6451 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3638 members 
Mstep: Class 39 contains 4112 members 
Mstep: Class 40 contains 2596 members 
Mstep: Class 41 contains 14706 members 
Mstep: Class 42 contains 21452 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 9338 members 
Mstep: Class 45 contains 8481 members 
Mstep: Class 46 contains 5257 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11371 members 
Mstep: Class 49 contains 9823 members 
Mstep: Class 50 contains 13864 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2361 members 
Mstep: Class 53 contains 4559 members 
Mstep: Class 54 contains 9488 members 
Mstep: Class 55 contains 6054 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42402 members 
Mstep: Class 58 contains 2556 members 
Mstep: Class 59 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883600.000000 Penalty: 202136.531250
Iteration 135Q: 60 clusters Score -1.518836e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 9326 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 11860 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79351 members 
Mstep: Class 7 contains 82293 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 49297 members 
Mstep: Class 10 contains 8113 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3718 members 
Mstep: Class 13 contains 52903 members 
Mstep: Class 14 contains 10549 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 81878 members 
Mstep: Class 17 contains 14703 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 33234 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8328 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94741 members 
Mstep: Class 26 contains 13899 members 
Mstep: Class 27 contains 7474 members 
Mstep: Class 28 contains 90835 members 
Mstep: Class 29 contains 24519 members 
Mstep: Class 30 contains 11132 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7141 members 
Mstep: Class 33 contains 2929 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4756 members 
Mstep: Class 36 contains 6453 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3645 members 
Mstep: Class 39 contains 4242 members 
Mstep: Class 40 contains 2596 members 
Mstep: Class 41 contains 14703 members 
Mstep: Class 42 contains 21442 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9358 members 
Mstep: Class 45 contains 8494 members 
Mstep: Class 46 contains 5249 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11373 members 
Mstep: Class 49 contains 9830 members 
Mstep: Class 50 contains 13918 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2359 members 
Mstep: Class 53 contains 4559 members 
Mstep: Class 54 contains 9480 members 
Mstep: Class 55 contains 6060 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42408 members 
Mstep: Class 58 contains 2565 members 
Mstep: Class 59 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883488.000000 Penalty: 202136.531250
Iteration 136Q: 60 clusters Score -1.518835e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 9317 members 
Mstep: Class 3 contains 7039 members 
Mstep: Class 4 contains 11904 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79351 members 
Mstep: Class 7 contains 82296 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 49285 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3714 members 
Mstep: Class 13 contains 52889 members 
Mstep: Class 14 contains 10624 members 
Mstep: Class 15 contains 6805 members 
Mstep: Class 16 contains 81841 members 
Mstep: Class 17 contains 14688 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 33211 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8315 members 
Mstep: Class 22 contains 17132 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94756 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 7473 members 
Mstep: Class 28 contains 90808 members 
Mstep: Class 29 contains 24371 members 
Mstep: Class 30 contains 11133 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7133 members 
Mstep: Class 33 contains 2929 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 6453 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3666 members 
Mstep: Class 39 contains 4369 members 
Mstep: Class 40 contains 2594 members 
Mstep: Class 41 contains 14698 members 
Mstep: Class 42 contains 21405 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9380 members 
Mstep: Class 45 contains 8506 members 
Mstep: Class 46 contains 5237 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9837 members 
Mstep: Class 50 contains 13970 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2354 members 
Mstep: Class 53 contains 4560 members 
Mstep: Class 54 contains 9475 members 
Mstep: Class 55 contains 6062 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42420 members 
Mstep: Class 58 contains 2574 members 
Mstep: Class 59 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883504.000000 Penalty: 202136.531250
Iteration 137Q: 60 clusters Score -1.518835e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 9316 members 
Mstep: Class 3 contains 7043 members 
Mstep: Class 4 contains 11938 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79351 members 
Mstep: Class 7 contains 82304 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 49274 members 
Mstep: Class 10 contains 8110 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 52877 members 
Mstep: Class 14 contains 10677 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 81787 members 
Mstep: Class 17 contains 14674 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 33188 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 17106 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94768 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7472 members 
Mstep: Class 28 contains 90770 members 
Mstep: Class 29 contains 24256 members 
Mstep: Class 30 contains 11133 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7124 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4760 members 
Mstep: Class 36 contains 6458 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3686 members 
Mstep: Class 39 contains 4493 members 
Mstep: Class 40 contains 2595 members 
Mstep: Class 41 contains 14692 members 
Mstep: Class 42 contains 21393 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9386 members 
Mstep: Class 45 contains 8517 members 
Mstep: Class 46 contains 5224 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11373 members 
Mstep: Class 49 contains 9838 members 
Mstep: Class 50 contains 14024 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2355 members 
Mstep: Class 53 contains 4560 members 
Mstep: Class 54 contains 9467 members 
Mstep: Class 55 contains 6072 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42428 members 
Mstep: Class 58 contains 2584 members 
Mstep: Class 59 contains 5111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883728.000000 Penalty: 202136.531250
Iteration 138Q: 60 clusters Score -1.518837e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 9304 members 
Mstep: Class 3 contains 7044 members 
Mstep: Class 4 contains 11975 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79347 members 
Mstep: Class 7 contains 82301 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 49242 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 52879 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 6783 members 
Mstep: Class 16 contains 81742 members 
Mstep: Class 17 contains 14665 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 33174 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8286 members 
Mstep: Class 22 contains 17084 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94780 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 90730 members 
Mstep: Class 29 contains 24139 members 
Mstep: Class 30 contains 11131 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7118 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4762 members 
Mstep: Class 36 contains 6465 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3707 members 
Mstep: Class 39 contains 4636 members 
Mstep: Class 40 contains 2596 members 
Mstep: Class 41 contains 14685 members 
Mstep: Class 42 contains 21380 members 
Mstep: Class 43 contains 7264 members 
Mstep: Class 44 contains 9396 members 
Mstep: Class 45 contains 8529 members 
Mstep: Class 46 contains 5217 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11373 members 
Mstep: Class 49 contains 9843 members 
Mstep: Class 50 contains 14082 members 
Mstep: Class 51 contains 3473 members 
Mstep: Class 52 contains 2357 members 
Mstep: Class 53 contains 4561 members 
Mstep: Class 54 contains 9466 members 
Mstep: Class 55 contains 6087 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42426 members 
Mstep: Class 58 contains 2591 members 
Mstep: Class 59 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151883872.000000 Penalty: 202136.531250
Iteration 139Q: 60 clusters Score -1.518839e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 9298 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79345 members 
Mstep: Class 7 contains 82292 members 
Mstep: Class 8 contains 1481 members 
Mstep: Class 9 contains 49208 members 
Mstep: Class 10 contains 8104 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 52884 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 15 contains 6774 members 
Mstep: Class 16 contains 81673 members 
Mstep: Class 17 contains 14653 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 33158 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8276 members 
Mstep: Class 22 contains 17067 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94789 members 
Mstep: Class 26 contains 13906 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 90680 members 
Mstep: Class 29 contains 24034 members 
Mstep: Class 30 contains 11131 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7114 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 6467 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3725 members 
Mstep: Class 39 contains 4795 members 
Mstep: Class 40 contains 2603 members 
Mstep: Class 41 contains 14682 members 
Mstep: Class 42 contains 21393 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 9402 members 
Mstep: Class 45 contains 8534 members 
Mstep: Class 46 contains 5205 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11372 members 
Mstep: Class 49 contains 9845 members 
Mstep: Class 50 contains 14144 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2358 members 
Mstep: Class 53 contains 4561 members 
Mstep: Class 54 contains 9467 members 
Mstep: Class 55 contains 6106 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42424 members 
Mstep: Class 58 contains 2595 members 
Mstep: Class 59 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151884080.000000 Penalty: 202136.531250
Iteration 140F: 60 clusters Score -1.518841e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 9298 members 
Mstep: Class 3 contains 7045 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79350 members 
Mstep: Class 7 contains 82293 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 49171 members 
Mstep: Class 10 contains 8095 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 52888 members 
Mstep: Class 14 contains 10734 members 
Mstep: Class 15 contains 6763 members 
Mstep: Class 16 contains 81627 members 
Mstep: Class 17 contains 14639 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 33128 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8269 members 
Mstep: Class 22 contains 17055 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94790 members 
Mstep: Class 26 contains 13909 members 
Mstep: Class 27 contains 7464 members 
Mstep: Class 28 contains 90625 members 
Mstep: Class 29 contains 23903 members 
Mstep: Class 30 contains 11125 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7083 members 
Mstep: Class 33 contains 2930 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4754 members 
Mstep: Class 36 contains 6473 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3735 members 
Mstep: Class 39 contains 5010 members 
Mstep: Class 40 contains 2603 members 
Mstep: Class 41 contains 14679 members 
Mstep: Class 42 contains 21389 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 9408 members 
Mstep: Class 45 contains 8539 members 
Mstep: Class 46 contains 5195 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11373 members 
Mstep: Class 49 contains 9843 members 
Mstep: Class 50 contains 14203 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2360 members 
Mstep: Class 53 contains 4561 members 
Mstep: Class 54 contains 9461 members 
Mstep: Class 55 contains 6119 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42424 members 
Mstep: Class 58 contains 2634 members 
Mstep: Class 59 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151884352.000000 Penalty: 202136.531250
Iteration 141Q: 60 clusters Score -1.518844e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 9283 members 
Mstep: Class 3 contains 7042 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79352 members 
Mstep: Class 7 contains 82296 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 49137 members 
Mstep: Class 10 contains 8090 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 52891 members 
Mstep: Class 14 contains 10711 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 81591 members 
Mstep: Class 17 contains 14631 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 33111 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8270 members 
Mstep: Class 22 contains 17044 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94797 members 
Mstep: Class 26 contains 13909 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 90579 members 
Mstep: Class 29 contains 23732 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7052 members 
Mstep: Class 33 contains 2931 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 6481 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3749 members 
Mstep: Class 39 contains 5243 members 
Mstep: Class 40 contains 2603 members 
Mstep: Class 41 contains 14678 members 
Mstep: Class 42 contains 21394 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 9415 members 
Mstep: Class 45 contains 8544 members 
Mstep: Class 46 contains 5189 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11375 members 
Mstep: Class 49 contains 9847 members 
Mstep: Class 50 contains 14270 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2365 members 
Mstep: Class 53 contains 4561 members 
Mstep: Class 54 contains 9451 members 
Mstep: Class 55 contains 6128 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42416 members 
Mstep: Class 58 contains 2662 members 
Mstep: Class 59 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151884928.000000 Penalty: 202136.531250
Iteration 142Q: 60 clusters Score -1.518849e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 9272 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 12087 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79351 members 
Mstep: Class 7 contains 82301 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 49095 members 
Mstep: Class 10 contains 8085 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52878 members 
Mstep: Class 14 contains 10670 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 81549 members 
Mstep: Class 17 contains 14621 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8266 members 
Mstep: Class 22 contains 17036 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94805 members 
Mstep: Class 26 contains 13911 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 90511 members 
Mstep: Class 29 contains 23580 members 
Mstep: Class 30 contains 11122 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 7024 members 
Mstep: Class 33 contains 2932 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4748 members 
Mstep: Class 36 contains 6488 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3764 members 
Mstep: Class 39 contains 5495 members 
Mstep: Class 40 contains 2605 members 
Mstep: Class 41 contains 14674 members 
Mstep: Class 42 contains 21414 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9419 members 
Mstep: Class 45 contains 8551 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9855 members 
Mstep: Class 50 contains 14345 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2373 members 
Mstep: Class 53 contains 4561 members 
Mstep: Class 54 contains 9446 members 
Mstep: Class 55 contains 6131 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42411 members 
Mstep: Class 58 contains 2690 members 
Mstep: Class 59 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151884768.000000 Penalty: 202136.531250
Iteration 143Q: 60 clusters Score -1.518848e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 9268 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 12113 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79349 members 
Mstep: Class 7 contains 82305 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 49051 members 
Mstep: Class 10 contains 8078 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52873 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 6751 members 
Mstep: Class 16 contains 81513 members 
Mstep: Class 17 contains 14613 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 33084 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8261 members 
Mstep: Class 22 contains 17014 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94820 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 7467 members 
Mstep: Class 28 contains 90406 members 
Mstep: Class 29 contains 23481 members 
Mstep: Class 30 contains 11123 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6998 members 
Mstep: Class 33 contains 2933 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4744 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3775 members 
Mstep: Class 39 contains 5738 members 
Mstep: Class 40 contains 2609 members 
Mstep: Class 41 contains 14670 members 
Mstep: Class 42 contains 21437 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9417 members 
Mstep: Class 45 contains 8559 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9860 members 
Mstep: Class 50 contains 14417 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2378 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 9446 members 
Mstep: Class 55 contains 6127 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42407 members 
Mstep: Class 58 contains 2710 members 
Mstep: Class 59 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151885056.000000 Penalty: 202136.531250
Iteration 144Q: 60 clusters Score -1.518851e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 12150 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79346 members 
Mstep: Class 7 contains 82307 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 49001 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52872 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 81480 members 
Mstep: Class 17 contains 14602 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 33072 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8251 members 
Mstep: Class 22 contains 17003 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94831 members 
Mstep: Class 26 contains 13911 members 
Mstep: Class 27 contains 7470 members 
Mstep: Class 28 contains 90288 members 
Mstep: Class 29 contains 23427 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6971 members 
Mstep: Class 33 contains 2933 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4742 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3784 members 
Mstep: Class 39 contains 5945 members 
Mstep: Class 40 contains 2604 members 
Mstep: Class 41 contains 14667 members 
Mstep: Class 42 contains 21443 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9418 members 
Mstep: Class 45 contains 8568 members 
Mstep: Class 46 contains 5165 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9864 members 
Mstep: Class 50 contains 14506 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2383 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 9439 members 
Mstep: Class 55 contains 6115 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42403 members 
Mstep: Class 58 contains 2741 members 
Mstep: Class 59 contains 5167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151885472.000000 Penalty: 202136.531250
Iteration 145Q: 60 clusters Score -1.518855e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 12172 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79345 members 
Mstep: Class 7 contains 82306 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 48943 members 
Mstep: Class 10 contains 8042 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52861 members 
Mstep: Class 14 contains 10655 members 
Mstep: Class 15 contains 6749 members 
Mstep: Class 16 contains 81439 members 
Mstep: Class 17 contains 14600 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 33070 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 16991 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94841 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 7479 members 
Mstep: Class 28 contains 90176 members 
Mstep: Class 29 contains 23395 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6952 members 
Mstep: Class 33 contains 2934 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4748 members 
Mstep: Class 36 contains 6489 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3791 members 
Mstep: Class 39 contains 6135 members 
Mstep: Class 40 contains 2600 members 
Mstep: Class 41 contains 14664 members 
Mstep: Class 42 contains 21437 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9420 members 
Mstep: Class 45 contains 8567 members 
Mstep: Class 46 contains 5156 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11377 members 
Mstep: Class 49 contains 9865 members 
Mstep: Class 50 contains 14594 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2388 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 9435 members 
Mstep: Class 55 contains 6109 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42395 members 
Mstep: Class 58 contains 2766 members 
Mstep: Class 59 contains 5178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151885648.000000 Penalty: 202136.531250
Iteration 146Q: 60 clusters Score -1.518856e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 9249 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 12186 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79343 members 
Mstep: Class 7 contains 82300 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 48873 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52860 members 
Mstep: Class 14 contains 10669 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 81389 members 
Mstep: Class 17 contains 14596 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 33055 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8239 members 
Mstep: Class 22 contains 16976 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94844 members 
Mstep: Class 26 contains 13912 members 
Mstep: Class 27 contains 7487 members 
Mstep: Class 28 contains 90067 members 
Mstep: Class 29 contains 23392 members 
Mstep: Class 30 contains 11121 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6927 members 
Mstep: Class 33 contains 2934 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4750 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3794 members 
Mstep: Class 39 contains 6281 members 
Mstep: Class 40 contains 2594 members 
Mstep: Class 41 contains 14663 members 
Mstep: Class 42 contains 21434 members 
Mstep: Class 43 contains 7264 members 
Mstep: Class 44 contains 9424 members 
Mstep: Class 45 contains 8564 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9868 members 
Mstep: Class 50 contains 14721 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2400 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 9428 members 
Mstep: Class 55 contains 6112 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42384 members 
Mstep: Class 58 contains 2794 members 
Mstep: Class 59 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151885840.000000 Penalty: 202136.531250
Iteration 147Q: 60 clusters Score -1.518858e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 6914 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79339 members 
Mstep: Class 7 contains 82299 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 48795 members 
Mstep: Class 10 contains 8002 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52851 members 
Mstep: Class 14 contains 10666 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 81343 members 
Mstep: Class 17 contains 14593 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 33043 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 16960 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94851 members 
Mstep: Class 26 contains 13914 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 89970 members 
Mstep: Class 29 contains 23477 members 
Mstep: Class 30 contains 11120 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6892 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4747 members 
Mstep: Class 36 contains 6503 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3789 members 
Mstep: Class 39 contains 6329 members 
Mstep: Class 40 contains 2591 members 
Mstep: Class 41 contains 14661 members 
Mstep: Class 42 contains 21427 members 
Mstep: Class 43 contains 7264 members 
Mstep: Class 44 contains 9425 members 
Mstep: Class 45 contains 8568 members 
Mstep: Class 46 contains 5149 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9867 members 
Mstep: Class 50 contains 14898 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2403 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 9418 members 
Mstep: Class 55 contains 6116 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42382 members 
Mstep: Class 58 contains 2808 members 
Mstep: Class 59 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151886608.000000 Penalty: 202136.531250
Iteration 148Q: 60 clusters Score -1.518866e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 9233 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79340 members 
Mstep: Class 7 contains 82304 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 48718 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 52847 members 
Mstep: Class 14 contains 10650 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 81289 members 
Mstep: Class 17 contains 14589 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 33017 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8216 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94850 members 
Mstep: Class 26 contains 13915 members 
Mstep: Class 27 contains 7496 members 
Mstep: Class 28 contains 89845 members 
Mstep: Class 29 contains 23627 members 
Mstep: Class 30 contains 11117 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6863 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4756 members 
Mstep: Class 36 contains 6505 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3799 members 
Mstep: Class 39 contains 6381 members 
Mstep: Class 40 contains 2591 members 
Mstep: Class 41 contains 14660 members 
Mstep: Class 42 contains 21433 members 
Mstep: Class 43 contains 7264 members 
Mstep: Class 44 contains 9424 members 
Mstep: Class 45 contains 8569 members 
Mstep: Class 46 contains 5144 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9871 members 
Mstep: Class 50 contains 15043 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2407 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9411 members 
Mstep: Class 55 contains 6116 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42380 members 
Mstep: Class 58 contains 2833 members 
Mstep: Class 59 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151887488.000000 Penalty: 202136.531250
Iteration 149Q: 60 clusters Score -1.518875e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 9221 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 12294 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79331 members 
Mstep: Class 7 contains 82304 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 48643 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 52848 members 
Mstep: Class 14 contains 10624 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 81221 members 
Mstep: Class 17 contains 14586 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 32993 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8213 members 
Mstep: Class 22 contains 16903 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94858 members 
Mstep: Class 26 contains 13916 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 89752 members 
Mstep: Class 29 contains 23794 members 
Mstep: Class 30 contains 11116 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6832 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4762 members 
Mstep: Class 36 contains 6509 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3804 members 
Mstep: Class 39 contains 6511 members 
Mstep: Class 40 contains 2581 members 
Mstep: Class 41 contains 14655 members 
Mstep: Class 42 contains 21461 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9426 members 
Mstep: Class 45 contains 8572 members 
Mstep: Class 46 contains 5140 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9884 members 
Mstep: Class 50 contains 15063 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2410 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9412 members 
Mstep: Class 55 contains 6120 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42381 members 
Mstep: Class 58 contains 2856 members 
Mstep: Class 59 contains 5224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151887712.000000 Penalty: 202136.531250
Iteration 150Q: 60 clusters Score -1.518877e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 6850 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79332 members 
Mstep: Class 7 contains 82305 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 48568 members 
Mstep: Class 10 contains 7839 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 52857 members 
Mstep: Class 14 contains 10596 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 81161 members 
Mstep: Class 17 contains 14588 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 32963 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8211 members 
Mstep: Class 22 contains 16867 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94862 members 
Mstep: Class 26 contains 13913 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 89657 members 
Mstep: Class 29 contains 23994 members 
Mstep: Class 30 contains 11111 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6809 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 6512 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3811 members 
Mstep: Class 39 contains 6642 members 
Mstep: Class 40 contains 2583 members 
Mstep: Class 41 contains 14651 members 
Mstep: Class 42 contains 21486 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 9430 members 
Mstep: Class 45 contains 8575 members 
Mstep: Class 46 contains 5142 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 9893 members 
Mstep: Class 50 contains 15057 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2413 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9410 members 
Mstep: Class 55 contains 6118 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42372 members 
Mstep: Class 58 contains 2880 members 
Mstep: Class 59 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888064.000000 Penalty: 202136.531250
Iteration 151Q: 60 clusters Score -1.518881e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 6845 members 
Mstep: Class 4 contains 12335 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79329 members 
Mstep: Class 7 contains 82313 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 48512 members 
Mstep: Class 10 contains 7756 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 52847 members 
Mstep: Class 14 contains 10552 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 81123 members 
Mstep: Class 17 contains 14587 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8211 members 
Mstep: Class 22 contains 16841 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94871 members 
Mstep: Class 26 contains 13916 members 
Mstep: Class 27 contains 7505 members 
Mstep: Class 28 contains 89545 members 
Mstep: Class 29 contains 24214 members 
Mstep: Class 30 contains 11110 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6792 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4765 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3822 members 
Mstep: Class 39 contains 6760 members 
Mstep: Class 40 contains 2586 members 
Mstep: Class 41 contains 14648 members 
Mstep: Class 42 contains 21487 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 9430 members 
Mstep: Class 45 contains 8576 members 
Mstep: Class 46 contains 5139 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11375 members 
Mstep: Class 49 contains 9898 members 
Mstep: Class 50 contains 15047 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2414 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9412 members 
Mstep: Class 55 contains 6118 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42369 members 
Mstep: Class 58 contains 2909 members 
Mstep: Class 59 contains 5240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888416.000000 Penalty: 202136.531250
Iteration 152Q: 60 clusters Score -1.518884e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 9224 members 
Mstep: Class 3 contains 6852 members 
Mstep: Class 4 contains 12361 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79327 members 
Mstep: Class 7 contains 82323 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48446 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 52834 members 
Mstep: Class 14 contains 10489 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 81087 members 
Mstep: Class 17 contains 14585 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32908 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8205 members 
Mstep: Class 22 contains 16825 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94878 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 89451 members 
Mstep: Class 29 contains 24418 members 
Mstep: Class 30 contains 11108 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4770 members 
Mstep: Class 36 contains 6517 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3824 members 
Mstep: Class 39 contains 6885 members 
Mstep: Class 40 contains 2581 members 
Mstep: Class 41 contains 14645 members 
Mstep: Class 42 contains 21492 members 
Mstep: Class 43 contains 7263 members 
Mstep: Class 44 contains 9431 members 
Mstep: Class 45 contains 8581 members 
Mstep: Class 46 contains 5129 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11375 members 
Mstep: Class 49 contains 9907 members 
Mstep: Class 50 contains 15026 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2415 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9412 members 
Mstep: Class 55 contains 6112 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42366 members 
Mstep: Class 58 contains 2934 members 
Mstep: Class 59 contains 5255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888544.000000 Penalty: 202136.531250
Iteration 153Q: 60 clusters Score -1.518885e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 9228 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 12384 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79327 members 
Mstep: Class 7 contains 82330 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 7606 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52819 members 
Mstep: Class 14 contains 10446 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 81049 members 
Mstep: Class 17 contains 14585 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 32890 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16813 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94887 members 
Mstep: Class 26 contains 13916 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 89344 members 
Mstep: Class 29 contains 24635 members 
Mstep: Class 30 contains 11106 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6758 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4771 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3827 members 
Mstep: Class 39 contains 6990 members 
Mstep: Class 40 contains 2583 members 
Mstep: Class 41 contains 14643 members 
Mstep: Class 42 contains 21500 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9429 members 
Mstep: Class 45 contains 8586 members 
Mstep: Class 46 contains 5120 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11375 members 
Mstep: Class 49 contains 9908 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2419 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9412 members 
Mstep: Class 55 contains 6115 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42360 members 
Mstep: Class 58 contains 2963 members 
Mstep: Class 59 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888592.000000 Penalty: 202136.531250
Iteration 154Q: 60 clusters Score -1.518886e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 12409 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79321 members 
Mstep: Class 7 contains 82333 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48342 members 
Mstep: Class 10 contains 7520 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 81030 members 
Mstep: Class 17 contains 14583 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 32870 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16795 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94895 members 
Mstep: Class 26 contains 13916 members 
Mstep: Class 27 contains 7515 members 
Mstep: Class 28 contains 89246 members 
Mstep: Class 29 contains 24843 members 
Mstep: Class 30 contains 11105 members 
Mstep: Class 31 contains 1344 members 
Mstep: Class 32 contains 6753 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 4769 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3829 members 
Mstep: Class 39 contains 7095 members 
Mstep: Class 40 contains 2580 members 
Mstep: Class 41 contains 14640 members 
Mstep: Class 42 contains 21501 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9427 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5113 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11373 members 
Mstep: Class 49 contains 9911 members 
Mstep: Class 50 contains 14982 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2418 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9413 members 
Mstep: Class 55 contains 6111 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42360 members 
Mstep: Class 58 contains 2986 members 
Mstep: Class 59 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888480.000000 Penalty: 202136.531250
Iteration 155Q: 60 clusters Score -1.518885e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 9233 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79319 members 
Mstep: Class 7 contains 82331 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48295 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10350 members 
Mstep: Class 15 contains 6731 members 
Mstep: Class 16 contains 81012 members 
Mstep: Class 17 contains 14581 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 32854 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8199 members 
Mstep: Class 22 contains 16776 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94903 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 89181 members 
Mstep: Class 29 contains 25022 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6753 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4772 members 
Mstep: Class 36 contains 6515 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3832 members 
Mstep: Class 39 contains 7191 members 
Mstep: Class 40 contains 2575 members 
Mstep: Class 41 contains 14640 members 
Mstep: Class 42 contains 21507 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9428 members 
Mstep: Class 45 contains 8588 members 
Mstep: Class 46 contains 5107 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9915 members 
Mstep: Class 50 contains 14957 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2421 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9416 members 
Mstep: Class 55 contains 6105 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42357 members 
Mstep: Class 58 contains 2996 members 
Mstep: Class 59 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888224.000000 Penalty: 202136.531250
Iteration 156Q: 60 clusters Score -1.518882e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 12453 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82330 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48265 members 
Mstep: Class 10 contains 7350 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 80995 members 
Mstep: Class 17 contains 14579 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8198 members 
Mstep: Class 22 contains 16766 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94908 members 
Mstep: Class 26 contains 13918 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 89121 members 
Mstep: Class 29 contains 25163 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 6519 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3836 members 
Mstep: Class 39 contains 7284 members 
Mstep: Class 40 contains 2572 members 
Mstep: Class 41 contains 14638 members 
Mstep: Class 42 contains 21511 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9431 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5103 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11373 members 
Mstep: Class 49 contains 9922 members 
Mstep: Class 50 contains 14942 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2419 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9419 members 
Mstep: Class 55 contains 6104 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42354 members 
Mstep: Class 58 contains 3010 members 
Mstep: Class 59 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888176.000000 Penalty: 202136.531250
Iteration 157Q: 60 clusters Score -1.518882e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 6860 members 
Mstep: Class 4 contains 12457 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79319 members 
Mstep: Class 7 contains 82330 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48230 members 
Mstep: Class 10 contains 7284 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52808 members 
Mstep: Class 14 contains 10268 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 80978 members 
Mstep: Class 17 contains 14577 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32832 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8199 members 
Mstep: Class 22 contains 16754 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94912 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 89084 members 
Mstep: Class 29 contains 25282 members 
Mstep: Class 30 contains 11103 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6737 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9516 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 6521 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3840 members 
Mstep: Class 39 contains 7374 members 
Mstep: Class 40 contains 2571 members 
Mstep: Class 41 contains 14636 members 
Mstep: Class 42 contains 21519 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9430 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9935 members 
Mstep: Class 50 contains 14923 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9422 members 
Mstep: Class 55 contains 6106 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42348 members 
Mstep: Class 58 contains 3022 members 
Mstep: Class 59 contains 5278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151888464.000000 Penalty: 202136.531250
Iteration 158Q: 60 clusters Score -1.518885e+08 nChanged 455
Entering ConstructFrom: 
Score: -151888464.000000 Penalty: 202136.531250
Entering ConstructFrom: 
Trying to split cluster 1 (42898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Entering Unmasked Estep 
Score: -6753472.500000 Penalty: 2645.312012
	Iteration 0F: 2 clusters Score -6753472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -6724497.500000 Penalty: 5290.624023
	Iteration 0F: 3 clusters Score -6724498 nChanged 19589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6735576.500000 Penalty: 5290.624023
	Iteration 1F: 3 clusters Score -6735576 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -6736401.000000 Penalty: 5290.624023
	Iteration 2Q: 3 clusters Score -6736401 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6737513.500000 Penalty: 5290.624023
	Iteration 3F: 3 clusters Score -6737514 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6739198.500000 Penalty: 5290.624023
	Iteration 4F: 3 clusters Score -6739198 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -6741652.500000 Penalty: 5290.624023
	Iteration 5F: 3 clusters Score -6741652 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -6744702.500000 Penalty: 5290.624023
	Iteration 6F: 3 clusters Score -6744702 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -6747503.500000 Penalty: 5290.624023
	Iteration 7F: 3 clusters Score -6747504 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6749388.000000 Penalty: 5290.624023
	Iteration 8Q: 3 clusters Score -6749388 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6750414.500000 Penalty: 5290.624023
	Iteration 9Q: 3 clusters Score -6750414 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -6751007.500000 Penalty: 5290.624023
	Iteration 10Q: 3 clusters Score -6751008 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -6751311.000000 Penalty: 5290.624023
	Iteration 11Q: 3 clusters Score -6751311 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -6751556.500000 Penalty: 5290.624023
	Iteration 12Q: 3 clusters Score -6751556 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -6751735.000000 Penalty: 5290.624023
	Iteration 13Q: 3 clusters Score -6751735 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -6751805.500000 Penalty: 5290.624023
	Iteration 14Q: 3 clusters Score -6751806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -6751863.500000 Penalty: 5290.624023
	Iteration 15Q: 3 clusters Score -6751864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -6751933.500000 Penalty: 5290.624023
	Iteration 16Q: 3 clusters Score -6751934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -6751962.500000 Penalty: 5290.624023
	Iteration 17Q: 3 clusters Score -6751962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -6752016.000000 Penalty: 5290.624023
	Iteration 18Q: 3 clusters Score -6752016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -6752038.000000 Penalty: 5290.624023
	Iteration 19Q: 3 clusters Score -6752038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -6752058.500000 Penalty: 5290.624023
	Iteration 20F: 3 clusters Score -6752058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -6752075.500000 Penalty: 5290.624023
	Iteration 21Q: 3 clusters Score -6752076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -6752088.500000 Penalty: 5290.624023
	Iteration 22Q: 3 clusters Score -6752088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -6752110.500000 Penalty: 5290.624023
	Iteration 23Q: 3 clusters Score -6752110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -6752134.500000 Penalty: 5290.624023
	Iteration 24Q: 3 clusters Score -6752134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -6752143.500000 Penalty: 5290.624023
	Iteration 25Q: 3 clusters Score -6752144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -6752156.000000 Penalty: 5290.624023
	Iteration 26Q: 3 clusters Score -6752156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -6752161.000000 Penalty: 5290.624023
	Iteration 27Q: 3 clusters Score -6752161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -6752178.500000 Penalty: 5290.624023
	Iteration 28Q: 3 clusters Score -6752178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -6752181.500000 Penalty: 5290.624023
	Iteration 29Q: 3 clusters Score -6752182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -6752194.500000 Penalty: 5290.624023
	Iteration 30Q: 3 clusters Score -6752194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -6752182.000000 Penalty: 5290.624023
	Iteration 31Q: 3 clusters Score -6752182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -6752192.000000 Penalty: 5290.624023
	Iteration 32Q: 3 clusters Score -6752192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -6752192.500000 Penalty: 5290.624023
	Iteration 33Q: 3 clusters Score -6752192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -6752201.000000 Penalty: 5290.624023
	Iteration 34Q: 3 clusters Score -6752201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -6752202.500000 Penalty: 5290.624023
	Iteration 35Q: 3 clusters Score -6752202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -6752205.000000 Penalty: 5290.624023
	Iteration 36Q: 3 clusters Score -6752205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -6752208.000000 Penalty: 5290.624023
	Iteration 37Q: 3 clusters Score -6752208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6752214.000000 Penalty: 5290.624023
	Iteration 38Q: 3 clusters Score -6752214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -6752212.500000 Penalty: 5290.624023
	Iteration 39Q: 3 clusters Score -6752212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6752223.000000 Penalty: 5290.624023
	Iteration 40F: 3 clusters Score -6752223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -6752223.000000 Penalty: 5290.624023
	Iteration 41Q: 3 clusters Score -6752223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -6752229.000000 Penalty: 5290.624023
	Iteration 42Q: 3 clusters Score -6752229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -6752236.000000 Penalty: 5290.624023
	Iteration 43Q: 3 clusters Score -6752236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -6752234.500000 Penalty: 5290.624023
	Iteration 44Q: 3 clusters Score -6752234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -6752233.500000 Penalty: 5290.624023
	Iteration 45Q: 3 clusters Score -6752234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -6752239.500000 Penalty: 5290.624023
	Iteration 46Q: 3 clusters Score -6752240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -6752247.500000 Penalty: 5290.624023
	Iteration 47Q: 3 clusters Score -6752248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6752245.000000 Penalty: 5290.624023
	Iteration 48Q: 3 clusters Score -6752245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -6752247.500000 Penalty: 5290.624023
	Iteration 49Q: 3 clusters Score -6752248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -6752252.000000 Penalty: 5290.624023
	Iteration 50Q: 3 clusters Score -6752252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -6752263.000000 Penalty: 5290.624023
	Iteration 51Q: 3 clusters Score -6752263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -6752275.000000 Penalty: 5290.624023
	Iteration 52Q: 3 clusters Score -6752275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -6752275.000000 Penalty: 5290.624023
	Iteration 53F: 3 clusters Score -6752275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -1406902.500000 Penalty: 2264.454346
	Iteration 0F: 2 clusters Score -1406902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1399782.250000 Penalty: 4528.908691
	Iteration 0F: 3 clusters Score -1399782 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1402052.250000 Penalty: 4528.908691
	Iteration 1F: 3 clusters Score -1402052 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1402564.750000 Penalty: 4528.908691
	Iteration 2F: 3 clusters Score -1402565 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1403027.250000 Penalty: 4528.908691
	Iteration 3F: 3 clusters Score -1403027 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1403466.250000 Penalty: 4528.908691
	Iteration 4F: 3 clusters Score -1403466 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1403918.625000 Penalty: 4528.908691
	Iteration 5F: 3 clusters Score -1403919 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1404351.250000 Penalty: 4528.908691
	Iteration 6F: 3 clusters Score -1404351 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1404762.625000 Penalty: 4528.908691
	Iteration 7F: 3 clusters Score -1404763 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1405110.250000 Penalty: 4528.908691
	Iteration 8Q: 3 clusters Score -1405110 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1405425.125000 Penalty: 4528.908691
	Iteration 9Q: 3 clusters Score -1405425 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1405725.250000 Penalty: 4528.908691
	Iteration 10Q: 3 clusters Score -1405725 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1405972.625000 Penalty: 4528.908691
	Iteration 11Q: 3 clusters Score -1405973 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1406200.125000 Penalty: 4528.908691
	Iteration 12Q: 3 clusters Score -1406200 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1406353.875000 Penalty: 4528.908691
	Iteration 13Q: 3 clusters Score -1406354 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1406441.750000 Penalty: 4528.908691
	Iteration 14Q: 3 clusters Score -1406442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1406492.625000 Penalty: 4528.908691
	Iteration 15Q: 3 clusters Score -1406493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1406518.125000 Penalty: 4528.908691
	Iteration 16Q: 3 clusters Score -1406518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1406530.625000 Penalty: 4528.908691
	Iteration 17Q: 3 clusters Score -1406531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1406545.250000 Penalty: 4528.908691
	Iteration 18Q: 3 clusters Score -1406545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1406556.375000 Penalty: 4528.908691
	Iteration 19Q: 3 clusters Score -1406556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1406558.625000 Penalty: 4528.908691
	Iteration 20F: 3 clusters Score -1406559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1406563.375000 Penalty: 4528.908691
	Iteration 21Q: 3 clusters Score -1406563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1406568.625000 Penalty: 4528.908691
	Iteration 22Q: 3 clusters Score -1406569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1406569.875000 Penalty: 4528.908691
	Iteration 23Q: 3 clusters Score -1406570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1406570.500000 Penalty: 4528.908691
	Iteration 24Q: 3 clusters Score -1406570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1406571.375000 Penalty: 4528.908691
	Iteration 25Q: 3 clusters Score -1406571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1406571.125000 Penalty: 4528.908691
	Iteration 26Q: 3 clusters Score -1406571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1406570.000000 Penalty: 4528.908691
	Iteration 27Q: 3 clusters Score -1406570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1406571.250000 Penalty: 4528.908691
	Iteration 28Q: 3 clusters Score -1406571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1406570.875000 Penalty: 4528.908691
	Iteration 29Q: 3 clusters Score -1406571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1406572.000000 Penalty: 4528.908691
	Iteration 30Q: 3 clusters Score -1406572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1406573.375000 Penalty: 4528.908691
	Iteration 31Q: 3 clusters Score -1406573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1406571.375000 Penalty: 4528.908691
	Iteration 32Q: 3 clusters Score -1406571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1406571.625000 Penalty: 4528.908691
	Iteration 33Q: 3 clusters Score -1406572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1406569.750000 Penalty: 4528.908691
	Iteration 34Q: 3 clusters Score -1406570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1406571.875000 Penalty: 4528.908691
	Iteration 35Q: 3 clusters Score -1406572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1406572.750000 Penalty: 4528.908691
	Iteration 36Q: 3 clusters Score -1406573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1406571.875000 Penalty: 4528.908691
	Iteration 37Q: 3 clusters Score -1406572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1406571.875000 Penalty: 4528.908691
	Iteration 38F: 3 clusters Score -1406572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Entering Unmasked Estep 
Score: -1023555.375000 Penalty: 2190.662598
	Iteration 0F: 2 clusters Score -1023555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1017834.250000 Penalty: 4381.325195
	Iteration 0F: 3 clusters Score -1017834 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1019316.062500 Penalty: 4381.325195
	Iteration 1F: 3 clusters Score -1019316 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1019601.375000 Penalty: 4381.325195
	Iteration 2F: 3 clusters Score -1019601 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1019800.250000 Penalty: 4381.325195
	Iteration 3F: 3 clusters Score -1019800 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1019955.875000 Penalty: 4381.325195
	Iteration 4Q: 3 clusters Score -1019956 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1020091.687500 Penalty: 4381.325195
	Iteration 5Q: 3 clusters Score -1020092 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1020249.750000 Penalty: 4381.325195
	Iteration 6Q: 3 clusters Score -1020250 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1020438.562500 Penalty: 4381.325195
	Iteration 7Q: 3 clusters Score -1020439 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1020639.875000 Penalty: 4381.325195
	Iteration 8Q: 3 clusters Score -1020640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1020900.875000 Penalty: 4381.325195
	Iteration 9Q: 3 clusters Score -1020901 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1021261.562500 Penalty: 4381.325195
	Iteration 10F: 3 clusters Score -1021262 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1021825.437500 Penalty: 4381.325195
	Iteration 11F: 3 clusters Score -1021825 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1022728.187500 Penalty: 4381.325195
	Iteration 12F: 3 clusters Score -1022728 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1023974.625000 Penalty: 4381.325195
	Iteration 13F: 3 clusters Score -1023975 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1024903.750000 Penalty: 4381.325195
	Iteration 14F: 3 clusters Score -1024904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1025130.875000 Penalty: 4381.325195
	Iteration 15Q: 3 clusters Score -1025131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1025156.812500 Penalty: 4381.325195
	Iteration 16Q: 3 clusters Score -1025157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1025164.312500 Penalty: 4381.325195
	Iteration 17Q: 3 clusters Score -1025164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1025164.625000 Penalty: 4381.325195
	Iteration 18Q: 3 clusters Score -1025165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1025165.937500 Penalty: 4381.325195
	Iteration 19Q: 3 clusters Score -1025166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1025165.937500 Penalty: 4381.325195
	Iteration 20F: 3 clusters Score -1025166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Entering Unmasked Estep 
Score: -151888544.000000 Penalty: 205562.562500
Splitting cluster 3 changes total score from -151888464.000000 to -151888544.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 4 (12468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Entering Unmasked Estep 
Score: -1693708.875000 Penalty: 2338.868408
	Iteration 0F: 2 clusters Score -1693709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1684516.375000 Penalty: 4677.736816
	Iteration 0F: 3 clusters Score -1684516 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1687545.875000 Penalty: 4677.736816
	Iteration 1F: 3 clusters Score -1687546 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1688178.500000 Penalty: 4677.736816
	Iteration 2F: 3 clusters Score -1688178 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1688719.875000 Penalty: 4677.736816
	Iteration 3F: 3 clusters Score -1688720 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1689218.250000 Penalty: 4677.736816
	Iteration 4F: 3 clusters Score -1689218 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1689698.125000 Penalty: 4677.736816
	Iteration 5F: 3 clusters Score -1689698 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1690107.125000 Penalty: 4677.736816
	Iteration 6F: 3 clusters Score -1690107 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1690456.125000 Penalty: 4677.736816
	Iteration 7Q: 3 clusters Score -1690456 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1690777.000000 Penalty: 4677.736816
	Iteration 8Q: 3 clusters Score -1690777 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1691072.250000 Penalty: 4677.736816
	Iteration 9Q: 3 clusters Score -1691072 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1691316.250000 Penalty: 4677.736816
	Iteration 10Q: 3 clusters Score -1691316 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1691503.000000 Penalty: 4677.736816
	Iteration 11Q: 3 clusters Score -1691503 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1691643.375000 Penalty: 4677.736816
	Iteration 12Q: 3 clusters Score -1691643 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1691770.375000 Penalty: 4677.736816
	Iteration 13Q: 3 clusters Score -1691770 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1691894.250000 Penalty: 4677.736816
	Iteration 14Q: 3 clusters Score -1691894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1691990.375000 Penalty: 4677.736816
	Iteration 15Q: 3 clusters Score -1691990 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1692085.625000 Penalty: 4677.736816
	Iteration 16Q: 3 clusters Score -1692086 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1692154.625000 Penalty: 4677.736816
	Iteration 17Q: 3 clusters Score -1692155 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1692211.000000 Penalty: 4677.736816
	Iteration 18Q: 3 clusters Score -1692211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1692262.125000 Penalty: 4677.736816
	Iteration 19Q: 3 clusters Score -1692262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1692309.875000 Penalty: 4677.736816
	Iteration 20F: 3 clusters Score -1692310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1692355.125000 Penalty: 4677.736816
	Iteration 21Q: 3 clusters Score -1692355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1692383.000000 Penalty: 4677.736816
	Iteration 22Q: 3 clusters Score -1692383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1692396.000000 Penalty: 4677.736816
	Iteration 23Q: 3 clusters Score -1692396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1692427.500000 Penalty: 4677.736816
	Iteration 24Q: 3 clusters Score -1692428 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1692460.000000 Penalty: 4677.736816
	Iteration 25Q: 3 clusters Score -1692460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1692486.875000 Penalty: 4677.736816
	Iteration 26Q: 3 clusters Score -1692487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1692511.375000 Penalty: 4677.736816
	Iteration 27Q: 3 clusters Score -1692511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1692537.250000 Penalty: 4677.736816
	Iteration 28Q: 3 clusters Score -1692537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1692566.250000 Penalty: 4677.736816
	Iteration 29Q: 3 clusters Score -1692566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1692601.875000 Penalty: 4677.736816
	Iteration 30Q: 3 clusters Score -1692602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1692642.625000 Penalty: 4677.736816
	Iteration 31Q: 3 clusters Score -1692643 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1692690.875000 Penalty: 4677.736816
	Iteration 32Q: 3 clusters Score -1692691 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1692736.625000 Penalty: 4677.736816
	Iteration 33Q: 3 clusters Score -1692737 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1692804.875000 Penalty: 4677.736816
	Iteration 34Q: 3 clusters Score -1692805 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1692872.375000 Penalty: 4677.736816
	Iteration 35Q: 3 clusters Score -1692872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1692934.625000 Penalty: 4677.736816
	Iteration 36Q: 3 clusters Score -1692935 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1693005.250000 Penalty: 4677.736816
	Iteration 37Q: 3 clusters Score -1693005 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1693085.125000 Penalty: 4677.736816
	Iteration 38Q: 3 clusters Score -1693085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1693178.000000 Penalty: 4677.736816
	Iteration 39Q: 3 clusters Score -1693178 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1693279.500000 Penalty: 4677.736816
	Iteration 40F: 3 clusters Score -1693280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1693382.000000 Penalty: 4677.736816
	Iteration 41Q: 3 clusters Score -1693382 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1693463.125000 Penalty: 4677.736816
	Iteration 42Q: 3 clusters Score -1693463 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1693528.625000 Penalty: 4677.736816
	Iteration 43Q: 3 clusters Score -1693529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1693579.000000 Penalty: 4677.736816
	Iteration 44Q: 3 clusters Score -1693579 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1693634.250000 Penalty: 4677.736816
	Iteration 45Q: 3 clusters Score -1693634 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1693693.875000 Penalty: 4677.736816
	Iteration 46Q: 3 clusters Score -1693694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1693746.375000 Penalty: 4677.736816
	Iteration 47Q: 3 clusters Score -1693746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1693772.500000 Penalty: 4677.736816
	Iteration 48Q: 3 clusters Score -1693772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1693803.875000 Penalty: 4677.736816
	Iteration 49Q: 3 clusters Score -1693804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1693830.875000 Penalty: 4677.736816
	Iteration 50Q: 3 clusters Score -1693831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1693854.000000 Penalty: 4677.736816
	Iteration 51Q: 3 clusters Score -1693854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1693865.000000 Penalty: 4677.736816
	Iteration 52Q: 3 clusters Score -1693865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1693873.750000 Penalty: 4677.736816
	Iteration 53Q: 3 clusters Score -1693874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1693878.375000 Penalty: 4677.736816
	Iteration 54Q: 3 clusters Score -1693878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1693882.625000 Penalty: 4677.736816
	Iteration 55Q: 3 clusters Score -1693883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1693883.250000 Penalty: 4677.736816
	Iteration 56Q: 3 clusters Score -1693883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1693884.750000 Penalty: 4677.736816
	Iteration 57Q: 3 clusters Score -1693885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1693885.125000 Penalty: 4677.736816
	Iteration 58Q: 3 clusters Score -1693885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1693886.250000 Penalty: 4677.736816
	Iteration 59Q: 3 clusters Score -1693886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1693886.375000 Penalty: 4677.736816
	Iteration 60F: 3 clusters Score -1693886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1693889.750000 Penalty: 4677.736816
	Iteration 61Q: 3 clusters Score -1693890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1693889.750000 Penalty: 4677.736816
	Iteration 62F: 3 clusters Score -1693890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 1082 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 11386 members 
Entering Unmasked Estep 
Score: -151887536.000000 Penalty: 208988.609375
Splitting cluster 4 changes total score from -151888464.000000 to -151887536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74148.687500 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74148.69 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 289 members 
Entering Unmasked Estep 
Score: -72727.734375 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -72727.73 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73069.742188 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73069.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73261.046875 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73261.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73414.437500 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -73414.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73528.648438 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -73528.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73603.343750 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -73603.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73660.593750 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -73660.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73689.031250 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -73689.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73705.851562 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -73705.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73726.234375 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -73726.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73731.640625 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -73731.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73742.132812 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -73742.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73749.343750 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -73749.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73754.820312 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -73754.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73779.679688 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -73779.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73786.921875 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -73786.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73814.898438 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -73814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73824.171875 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -73824.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73833.414062 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -73833.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73833.554688 Penalty: 3140.425049
	Iteration 19F: 3 clusters Score -73833.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73869.789062 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -73869.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73915.390625 Penalty: 3140.425049
	Iteration 21Q: 3 clusters Score -73915.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73932.421875 Penalty: 3140.425049
	Iteration 22Q: 3 clusters Score -73932.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73940.054688 Penalty: 3140.425049
	Iteration 23Q: 3 clusters Score -73940.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73940.054688 Penalty: 3140.425049
	Iteration 24F: 3 clusters Score -73940.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Entering Unmasked Estep 
Score: -12622444.000000 Penalty: 2797.742676
	Iteration 0F: 2 clusters Score -1.262244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -12571892.000000 Penalty: 5595.485352
	Iteration 0F: 3 clusters Score -1.257189e+07 nChanged 37249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -12593455.000000 Penalty: 5595.485352
	Iteration 1F: 3 clusters Score -1.259346e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -12594806.000000 Penalty: 5595.485352
	Iteration 2Q: 3 clusters Score -1.259481e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -12596359.000000 Penalty: 5595.485352
	Iteration 3Q: 3 clusters Score -1.259636e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -12598414.000000 Penalty: 5595.485352
	Iteration 4F: 3 clusters Score -1.259841e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -12600983.000000 Penalty: 5595.485352
	Iteration 5F: 3 clusters Score -1.260098e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -12603452.000000 Penalty: 5595.485352
	Iteration 6F: 3 clusters Score -1.260345e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -12605369.000000 Penalty: 5595.485352
	Iteration 7F: 3 clusters Score -1.260537e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -12606797.000000 Penalty: 5595.485352
	Iteration 8Q: 3 clusters Score -1.26068e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -12607784.000000 Penalty: 5595.485352
	Iteration 9Q: 3 clusters Score -1.260778e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -12608562.000000 Penalty: 5595.485352
	Iteration 10Q: 3 clusters Score -1.260856e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -12609132.000000 Penalty: 5595.485352
	Iteration 11Q: 3 clusters Score -1.260913e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -12609779.000000 Penalty: 5595.485352
	Iteration 12Q: 3 clusters Score -1.260978e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -12610493.000000 Penalty: 5595.485352
	Iteration 13Q: 3 clusters Score -1.261049e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -12611253.000000 Penalty: 5595.485352
	Iteration 14Q: 3 clusters Score -1.261125e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -12612031.000000 Penalty: 5595.485352
	Iteration 15Q: 3 clusters Score -1.261203e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -12612822.000000 Penalty: 5595.485352
	Iteration 16Q: 3 clusters Score -1.261282e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -12613600.000000 Penalty: 5595.485352
	Iteration 17Q: 3 clusters Score -1.26136e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -12614382.000000 Penalty: 5595.485352
	Iteration 18Q: 3 clusters Score -1.261438e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -12615107.000000 Penalty: 5595.485352
	Iteration 19Q: 3 clusters Score -1.261511e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -12615766.000000 Penalty: 5595.485352
	Iteration 20F: 3 clusters Score -1.261577e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -12616392.000000 Penalty: 5595.485352
	Iteration 21Q: 3 clusters Score -1.261639e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -12616982.000000 Penalty: 5595.485352
	Iteration 22Q: 3 clusters Score -1.261698e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -12617602.000000 Penalty: 5595.485352
	Iteration 23Q: 3 clusters Score -1.26176e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -12618225.000000 Penalty: 5595.485352
	Iteration 24Q: 3 clusters Score -1.261822e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -12618708.000000 Penalty: 5595.485352
	Iteration 25Q: 3 clusters Score -1.261871e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -12619143.000000 Penalty: 5595.485352
	Iteration 26Q: 3 clusters Score -1.261914e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -12619548.000000 Penalty: 5595.485352
	Iteration 27Q: 3 clusters Score -1.261955e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -12619824.000000 Penalty: 5595.485352
	Iteration 28Q: 3 clusters Score -1.261982e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -12620064.000000 Penalty: 5595.485352
	Iteration 29Q: 3 clusters Score -1.262006e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -12620295.000000 Penalty: 5595.485352
	Iteration 30Q: 3 clusters Score -1.26203e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -12620430.000000 Penalty: 5595.485352
	Iteration 31Q: 3 clusters Score -1.262043e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -12620512.000000 Penalty: 5595.485352
	Iteration 32Q: 3 clusters Score -1.262051e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -12620644.000000 Penalty: 5595.485352
	Iteration 33Q: 3 clusters Score -1.262064e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -12620704.000000 Penalty: 5595.485352
	Iteration 34Q: 3 clusters Score -1.26207e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -12620786.000000 Penalty: 5595.485352
	Iteration 35Q: 3 clusters Score -1.262079e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -12620813.000000 Penalty: 5595.485352
	Iteration 36Q: 3 clusters Score -1.262081e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -12620828.000000 Penalty: 5595.485352
	Iteration 37Q: 3 clusters Score -1.262083e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
Score: -12620839.000000 Penalty: 5595.485352
	Iteration 38Q: 3 clusters Score -1.262084e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -12620842.000000 Penalty: 5595.485352
	Iteration 39Q: 3 clusters Score -1.262084e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -12620900.000000 Penalty: 5595.485352
	Iteration 40F: 3 clusters Score -1.26209e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -12620924.000000 Penalty: 5595.485352
	Iteration 41Q: 3 clusters Score -1.262092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -12620930.000000 Penalty: 5595.485352
	Iteration 42Q: 3 clusters Score -1.262093e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -12620919.000000 Penalty: 5595.485352
	Iteration 43Q: 3 clusters Score -1.262092e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -12620925.000000 Penalty: 5595.485352
	Iteration 44Q: 3 clusters Score -1.262092e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -12620918.000000 Penalty: 5595.485352
	Iteration 45Q: 3 clusters Score -1.262092e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -12620938.000000 Penalty: 5595.485352
	Iteration 46Q: 3 clusters Score -1.262094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -12620947.000000 Penalty: 5595.485352
	Iteration 47Q: 3 clusters Score -1.262095e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -12620953.000000 Penalty: 5595.485352
	Iteration 48Q: 3 clusters Score -1.262095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 77211 members 
Entering Unmasked Estep 
Score: -12620965.000000 Penalty: 5595.485352
	Iteration 49Q: 3 clusters Score -1.262096e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -12620950.000000 Penalty: 5595.485352
	Iteration 50Q: 3 clusters Score -1.262095e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -12620954.000000 Penalty: 5595.485352
	Iteration 51Q: 3 clusters Score -1.262095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -12620954.000000 Penalty: 5595.485352
	Iteration 52Q: 3 clusters Score -1.262095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -12620950.000000 Penalty: 5595.485352
	Iteration 53Q: 3 clusters Score -1.262095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -12620933.000000 Penalty: 5595.485352
	Iteration 54Q: 3 clusters Score -1.262093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -12620936.000000 Penalty: 5595.485352
	Iteration 55Q: 3 clusters Score -1.262094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -12620948.000000 Penalty: 5595.485352
	Iteration 56Q: 3 clusters Score -1.262095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 77306 members 
Entering Unmasked Estep 
Score: -12620953.000000 Penalty: 5595.485352
	Iteration 57Q: 3 clusters Score -1.262095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 77308 members 
Entering Unmasked Estep 
Score: -12620947.000000 Penalty: 5595.485352
	Iteration 58Q: 3 clusters Score -1.262095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -12620951.000000 Penalty: 5595.485352
	Iteration 59Q: 3 clusters Score -1.262095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -12620949.000000 Penalty: 5595.485352
	Iteration 60F: 3 clusters Score -1.262095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -12620947.000000 Penalty: 5595.485352
	Iteration 61Q: 3 clusters Score -1.262095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -12620950.000000 Penalty: 5595.485352
	Iteration 62Q: 3 clusters Score -1.262095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -12620956.000000 Penalty: 5595.485352
	Iteration 63Q: 3 clusters Score -1.262096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -12620937.000000 Penalty: 5595.485352
	Iteration 64Q: 3 clusters Score -1.262094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -12620938.000000 Penalty: 5595.485352
	Iteration 65Q: 3 clusters Score -1.262094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -12620945.000000 Penalty: 5595.485352
	Iteration 66Q: 3 clusters Score -1.262094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -12620941.000000 Penalty: 5595.485352
	Iteration 67Q: 3 clusters Score -1.262094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -12620944.000000 Penalty: 5595.485352
	Iteration 68Q: 3 clusters Score -1.262094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -12620959.000000 Penalty: 5595.485352
	Iteration 69Q: 3 clusters Score -1.262096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -12620957.000000 Penalty: 5595.485352
	Iteration 70Q: 3 clusters Score -1.262096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -12620956.000000 Penalty: 5595.485352
	Iteration 71Q: 3 clusters Score -1.262096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -12620960.000000 Penalty: 5595.485352
	Iteration 72Q: 3 clusters Score -1.262096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -12620953.000000 Penalty: 5595.485352
	Iteration 73Q: 3 clusters Score -1.262095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -12620954.000000 Penalty: 5595.485352
	Iteration 74Q: 3 clusters Score -1.262095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -12620954.000000 Penalty: 5595.485352
	Iteration 75Q: 3 clusters Score -1.262095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -12620957.000000 Penalty: 5595.485352
	Iteration 76Q: 3 clusters Score -1.262096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -12620962.000000 Penalty: 5595.485352
	Iteration 77Q: 3 clusters Score -1.262096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -12620972.000000 Penalty: 5595.485352
	Iteration 78Q: 3 clusters Score -1.262097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -12620961.000000 Penalty: 5595.485352
	Iteration 79Q: 3 clusters Score -1.262096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -12620952.000000 Penalty: 5595.485352
	Iteration 80F: 3 clusters Score -1.262095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (82329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Entering Unmasked Estep 
Score: -13136497.000000 Penalty: 2806.982666
	Iteration 0F: 2 clusters Score -1.31365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -13084506.000000 Penalty: 5613.965332
	Iteration 0F: 3 clusters Score -1.308451e+07 nChanged 38801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -13106592.000000 Penalty: 5613.965332
	Iteration 1F: 3 clusters Score -1.310659e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -13107536.000000 Penalty: 5613.965332
	Iteration 2Q: 3 clusters Score -1.310754e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -13108902.000000 Penalty: 5613.965332
	Iteration 3Q: 3 clusters Score -1.31089e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -13110796.000000 Penalty: 5613.965332
	Iteration 4F: 3 clusters Score -1.31108e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -13113660.000000 Penalty: 5613.965332
	Iteration 5F: 3 clusters Score -1.311366e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -13117570.000000 Penalty: 5613.965332
	Iteration 6F: 3 clusters Score -1.311757e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -13122514.000000 Penalty: 5613.965332
	Iteration 7F: 3 clusters Score -1.312251e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -13127555.000000 Penalty: 5613.965332
	Iteration 8F: 3 clusters Score -1.312756e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -13131068.000000 Penalty: 5613.965332
	Iteration 9F: 3 clusters Score -1.313107e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13132649.000000 Penalty: 5613.965332
	Iteration 10Q: 3 clusters Score -1.313265e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13133431.000000 Penalty: 5613.965332
	Iteration 11Q: 3 clusters Score -1.313343e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13133777.000000 Penalty: 5613.965332
	Iteration 12Q: 3 clusters Score -1.313378e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13133945.000000 Penalty: 5613.965332
	Iteration 13Q: 3 clusters Score -1.313394e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -13134002.000000 Penalty: 5613.965332
	Iteration 14Q: 3 clusters Score -1.3134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13134036.000000 Penalty: 5613.965332
	Iteration 15Q: 3 clusters Score -1.313404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13134054.000000 Penalty: 5613.965332
	Iteration 16Q: 3 clusters Score -1.313405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -13134072.000000 Penalty: 5613.965332
	Iteration 17Q: 3 clusters Score -1.313407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13134075.000000 Penalty: 5613.965332
	Iteration 18Q: 3 clusters Score -1.313408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13134098.000000 Penalty: 5613.965332
	Iteration 19Q: 3 clusters Score -1.31341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13134110.000000 Penalty: 5613.965332
	Iteration 20F: 3 clusters Score -1.313411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -13134120.000000 Penalty: 5613.965332
	Iteration 21Q: 3 clusters Score -1.313412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13134121.000000 Penalty: 5613.965332
	Iteration 22Q: 3 clusters Score -1.313412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13134124.000000 Penalty: 5613.965332
	Iteration 23Q: 3 clusters Score -1.313412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13134125.000000 Penalty: 5613.965332
	Iteration 24Q: 3 clusters Score -1.313412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13134135.000000 Penalty: 5613.965332
	Iteration 25Q: 3 clusters Score -1.313414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13134129.000000 Penalty: 5613.965332
	Iteration 26Q: 3 clusters Score -1.313413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13134133.000000 Penalty: 5613.965332
	Iteration 27Q: 3 clusters Score -1.313413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -13134136.000000 Penalty: 5613.965332
	Iteration 28Q: 3 clusters Score -1.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13134138.000000 Penalty: 5613.965332
	Iteration 29Q: 3 clusters Score -1.313414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13134143.000000 Penalty: 5613.965332
	Iteration 30Q: 3 clusters Score -1.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13134140.000000 Penalty: 5613.965332
	Iteration 31Q: 3 clusters Score -1.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13134145.000000 Penalty: 5613.965332
	Iteration 32Q: 3 clusters Score -1.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13134141.000000 Penalty: 5613.965332
	Iteration 33Q: 3 clusters Score -1.313414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13134140.000000 Penalty: 5613.965332
	Iteration 34Q: 3 clusters Score -1.313414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13134145.000000 Penalty: 5613.965332
	Iteration 35Q: 3 clusters Score -1.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13134151.000000 Penalty: 5613.965332
	Iteration 36Q: 3 clusters Score -1.313415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13134154.000000 Penalty: 5613.965332
	Iteration 37Q: 3 clusters Score -1.313415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13134158.000000 Penalty: 5613.965332
	Iteration 38Q: 3 clusters Score -1.313416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13134158.000000 Penalty: 5613.965332
	Iteration 39F: 3 clusters Score -1.313416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -224033.453125 Penalty: 1810.684692
	Iteration 0F: 2 clusters Score -224033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -221762.515625 Penalty: 3621.369385
	Iteration 0F: 3 clusters Score -221762.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -222110.656250 Penalty: 3621.369385
	Iteration 1F: 3 clusters Score -222110.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -222212.093750 Penalty: 3621.369385
	Iteration 2F: 3 clusters Score -222212.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -222288.578125 Penalty: 3621.369385
	Iteration 3Q: 3 clusters Score -222288.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -222352.687500 Penalty: 3621.369385
	Iteration 4Q: 3 clusters Score -222352.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -222385.953125 Penalty: 3621.369385
	Iteration 5Q: 3 clusters Score -222386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -222403.078125 Penalty: 3621.369385
	Iteration 6Q: 3 clusters Score -222403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -222428.375000 Penalty: 3621.369385
	Iteration 7Q: 3 clusters Score -222428.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -222451.390625 Penalty: 3621.369385
	Iteration 8Q: 3 clusters Score -222451.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -222481.203125 Penalty: 3621.369385
	Iteration 9Q: 3 clusters Score -222481.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -222510.484375 Penalty: 3621.369385
	Iteration 10Q: 3 clusters Score -222510.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222534.406250 Penalty: 3621.369385
	Iteration 11Q: 3 clusters Score -222534.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222550.562500 Penalty: 3621.369385
	Iteration 12Q: 3 clusters Score -222550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -222564.687500 Penalty: 3621.369385
	Iteration 13Q: 3 clusters Score -222564.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222573.031250 Penalty: 3621.369385
	Iteration 14Q: 3 clusters Score -222573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222587.796875 Penalty: 3621.369385
	Iteration 15Q: 3 clusters Score -222587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -222602.796875 Penalty: 3621.369385
	Iteration 16Q: 3 clusters Score -222602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222616.062500 Penalty: 3621.369385
	Iteration 17Q: 3 clusters Score -222616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222628.718750 Penalty: 3621.369385
	Iteration 18Q: 3 clusters Score -222628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222643.515625 Penalty: 3621.369385
	Iteration 19Q: 3 clusters Score -222643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222656.125000 Penalty: 3621.369385
	Iteration 20F: 3 clusters Score -222656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222663.718750 Penalty: 3621.369385
	Iteration 21Q: 3 clusters Score -222663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222668.437500 Penalty: 3621.369385
	Iteration 22Q: 3 clusters Score -222668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222672.375000 Penalty: 3621.369385
	Iteration 23Q: 3 clusters Score -222672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222677.125000 Penalty: 3621.369385
	Iteration 24Q: 3 clusters Score -222677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222679.984375 Penalty: 3621.369385
	Iteration 25Q: 3 clusters Score -222680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222680.921875 Penalty: 3621.369385
	Iteration 26Q: 3 clusters Score -222680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -222681.687500 Penalty: 3621.369385
	Iteration 27Q: 3 clusters Score -222681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222682.390625 Penalty: 3621.369385
	Iteration 28Q: 3 clusters Score -222682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222682.390625 Penalty: 3621.369385
	Iteration 29F: 3 clusters Score -222682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Entering Unmasked Estep 
Score: -7604857.000000 Penalty: 2674.212402
	Iteration 0F: 2 clusters Score -7604857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -7572317.500000 Penalty: 5348.424805
	Iteration 0F: 3 clusters Score -7572318 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -7584684.000000 Penalty: 5348.424805
	Iteration 1F: 3 clusters Score -7584684 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -7585228.000000 Penalty: 5348.424805
	Iteration 2Q: 3 clusters Score -7585228 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -7585795.000000 Penalty: 5348.424805
	Iteration 3Q: 3 clusters Score -7585795 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -7586363.000000 Penalty: 5348.424805
	Iteration 4Q: 3 clusters Score -7586363 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -7586958.500000 Penalty: 5348.424805
	Iteration 5Q: 3 clusters Score -7586958 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7587650.000000 Penalty: 5348.424805
	Iteration 6Q: 3 clusters Score -7587650 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -7588501.500000 Penalty: 5348.424805
	Iteration 7Q: 3 clusters Score -7588502 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -7589689.500000 Penalty: 5348.424805
	Iteration 8Q: 3 clusters Score -7589690 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -7591188.000000 Penalty: 5348.424805
	Iteration 9F: 3 clusters Score -7591188 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -7593107.000000 Penalty: 5348.424805
	Iteration 10F: 3 clusters Score -7593107 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -7595252.500000 Penalty: 5348.424805
	Iteration 11F: 3 clusters Score -7595252 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -7597334.000000 Penalty: 5348.424805
	Iteration 12F: 3 clusters Score -7597334 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7599059.500000 Penalty: 5348.424805
	Iteration 13Q: 3 clusters Score -7599060 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7600285.500000 Penalty: 5348.424805
	Iteration 14Q: 3 clusters Score -7600286 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7601084.500000 Penalty: 5348.424805
	Iteration 15Q: 3 clusters Score -7601084 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7601607.500000 Penalty: 5348.424805
	Iteration 16Q: 3 clusters Score -7601608 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7601958.500000 Penalty: 5348.424805
	Iteration 17Q: 3 clusters Score -7601958 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7602218.500000 Penalty: 5348.424805
	Iteration 18Q: 3 clusters Score -7602218 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7602384.500000 Penalty: 5348.424805
	Iteration 19Q: 3 clusters Score -7602384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7602493.000000 Penalty: 5348.424805
	Iteration 20F: 3 clusters Score -7602493 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7602510.500000 Penalty: 5348.424805
	Iteration 21Q: 3 clusters Score -7602510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7602537.000000 Penalty: 5348.424805
	Iteration 22Q: 3 clusters Score -7602537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7602566.500000 Penalty: 5348.424805
	Iteration 23Q: 3 clusters Score -7602566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7602588.000000 Penalty: 5348.424805
	Iteration 24Q: 3 clusters Score -7602588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7602588.500000 Penalty: 5348.424805
	Iteration 25Q: 3 clusters Score -7602588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7602621.500000 Penalty: 5348.424805
	Iteration 26Q: 3 clusters Score -7602622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7602626.000000 Penalty: 5348.424805
	Iteration 27Q: 3 clusters Score -7602626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7602641.000000 Penalty: 5348.424805
	Iteration 28Q: 3 clusters Score -7602641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7602641.000000 Penalty: 5348.424805
	Iteration 29Q: 3 clusters Score -7602641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7602652.500000 Penalty: 5348.424805
	Iteration 30Q: 3 clusters Score -7602652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7602663.000000 Penalty: 5348.424805
	Iteration 31Q: 3 clusters Score -7602663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7602660.500000 Penalty: 5348.424805
	Iteration 32Q: 3 clusters Score -7602660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7602656.000000 Penalty: 5348.424805
	Iteration 33Q: 3 clusters Score -7602656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7602663.000000 Penalty: 5348.424805
	Iteration 34Q: 3 clusters Score -7602663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7602658.000000 Penalty: 5348.424805
	Iteration 35Q: 3 clusters Score -7602658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7602657.000000 Penalty: 5348.424805
	Iteration 36Q: 3 clusters Score -7602657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7602666.500000 Penalty: 5348.424805
	Iteration 37Q: 3 clusters Score -7602666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7602661.500000 Penalty: 5348.424805
	Iteration 38Q: 3 clusters Score -7602662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7602666.000000 Penalty: 5348.424805
	Iteration 39Q: 3 clusters Score -7602666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7602666.500000 Penalty: 5348.424805
	Iteration 40F: 3 clusters Score -7602666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7602669.000000 Penalty: 5348.424805
	Iteration 41Q: 3 clusters Score -7602669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7602669.500000 Penalty: 5348.424805
	Iteration 42Q: 3 clusters Score -7602670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7602677.500000 Penalty: 5348.424805
	Iteration 43Q: 3 clusters Score -7602678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7602680.000000 Penalty: 5348.424805
	Iteration 44Q: 3 clusters Score -7602680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7602685.000000 Penalty: 5348.424805
	Iteration 45Q: 3 clusters Score -7602685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7602685.500000 Penalty: 5348.424805
	Iteration 46Q: 3 clusters Score -7602686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7602688.500000 Penalty: 5348.424805
	Iteration 47Q: 3 clusters Score -7602688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7602688.500000 Penalty: 5348.424805
	Iteration 48F: 3 clusters Score -7602688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -1085318.125000 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -1085318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1079396.375000 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -1079396 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1081073.875000 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -1081074 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1081414.250000 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -1081414 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1081654.750000 Penalty: 4406.216797
	Iteration 3F: 3 clusters Score -1081655 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1081826.625000 Penalty: 4406.216797
	Iteration 4Q: 3 clusters Score -1081827 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1081975.125000 Penalty: 4406.216797
	Iteration 5Q: 3 clusters Score -1081975 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1082126.875000 Penalty: 4406.216797
	Iteration 6Q: 3 clusters Score -1082127 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1082286.125000 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -1082286 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1082452.000000 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -1082452 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1082679.125000 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -1082679 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1082953.375000 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -1082953 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1083210.125000 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -1083210 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1083440.875000 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -1083441 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1083645.750000 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -1083646 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1083840.875000 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -1083841 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1084039.500000 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -1084040 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1084246.375000 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -1084246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1084449.125000 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -1084449 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1084660.125000 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -1084660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1084922.875000 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -1084923 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1085150.125000 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -1085150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1085293.500000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -1085294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1085401.000000 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -1085401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1085531.750000 Penalty: 4406.216797
	Iteration 23Q: 3 clusters Score -1085532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1085684.250000 Penalty: 4406.216797
	Iteration 24Q: 3 clusters Score -1085684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1085843.500000 Penalty: 4406.216797
	Iteration 25Q: 3 clusters Score -1085844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1085912.750000 Penalty: 4406.216797
	Iteration 26Q: 3 clusters Score -1085913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1085931.750000 Penalty: 4406.216797
	Iteration 27Q: 3 clusters Score -1085932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1085943.625000 Penalty: 4406.216797
	Iteration 28Q: 3 clusters Score -1085944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1085952.000000 Penalty: 4406.216797
	Iteration 29Q: 3 clusters Score -1085952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1085955.500000 Penalty: 4406.216797
	Iteration 30Q: 3 clusters Score -1085956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1085957.500000 Penalty: 4406.216797
	Iteration 31Q: 3 clusters Score -1085958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1085956.875000 Penalty: 4406.216797
	Iteration 32Q: 3 clusters Score -1085957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1085956.875000 Penalty: 4406.216797
	Iteration 33F: 3 clusters Score -1085957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 4873 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 2339 members 
Entering Unmasked Estep 
Score: -151888064.000000 Penalty: 208988.609375
Splitting cluster 10 changes total score from -151888464.000000 to -151888064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -30574.853516 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -30574.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29555.117188 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -29555.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29705.714844 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -29705.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -29802.666016 Penalty: 2695.126221
	Iteration 2F: 3 clusters Score -29802.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -29832.937500 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -29832.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -29841.458984 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -29841.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -29841.458984 Penalty: 2695.126221
	Iteration 5F: 3 clusters Score -29841.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -573254.750000 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -573254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -569550.500000 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -569550.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -570372.750000 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -570372.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -570573.062500 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -570573.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -570670.687500 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -570670.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -570746.000000 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -570746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -570806.312500 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -570806.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -570854.437500 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -570854.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -570903.500000 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -570903.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -570960.187500 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -570960.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -571004.937500 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -571004.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -571050.562500 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -571050.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -571105.562500 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -571105.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -571155.687500 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -571155.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -571204.187500 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -571204.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -571241.062500 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -571241.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -571274.187500 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -571274.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -571302.312500 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -571302.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -571319.875000 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -571319.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -571341.000000 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -571341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -571352.437500 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -571352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -571359.187500 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -571359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -571366.812500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -571366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -571373.437500 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -571373.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -571381.250000 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -571381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -571388.875000 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -571388.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -571393.875000 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -571393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -571398.062500 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -571398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -571402.687500 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -571402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -571405.687500 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -571405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -571410.437500 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -571410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -571415.062500 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -571415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -571426.687500 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -571426.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -571432.937500 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -571432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -571442.000000 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -571442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -571449.250000 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -571449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -571454.125000 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -571454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -571455.375000 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -571455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -571454.875000 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -571454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -571456.312500 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -571456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -571459.437500 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -571459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -571461.250000 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -571461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -571463.437500 Penalty: 4076.384521
	Iteration 41Q: 3 clusters Score -571463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -571466.187500 Penalty: 4076.384521
	Iteration 42Q: 3 clusters Score -571466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -571466.500000 Penalty: 4076.384521
	Iteration 43Q: 3 clusters Score -571466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -571467.437500 Penalty: 4076.384521
	Iteration 44Q: 3 clusters Score -571467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -571467.437500 Penalty: 4076.384521
	Iteration 45F: 3 clusters Score -571467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Entering Unmasked Estep 
Score: -8039254.500000 Penalty: 2696.860352
	Iteration 0F: 2 clusters Score -8039254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -8003671.000000 Penalty: 5393.720703
	Iteration 0F: 3 clusters Score -8003671 nChanged 24374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -8018043.500000 Penalty: 5393.720703
	Iteration 1F: 3 clusters Score -8018044 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -8019374.000000 Penalty: 5393.720703
	Iteration 2F: 3 clusters Score -8019374 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -8020938.500000 Penalty: 5393.720703
	Iteration 3F: 3 clusters Score -8020938 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -8022753.500000 Penalty: 5393.720703
	Iteration 4F: 3 clusters Score -8022754 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -8024799.000000 Penalty: 5393.720703
	Iteration 5F: 3 clusters Score -8024799 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -8026806.500000 Penalty: 5393.720703
	Iteration 6F: 3 clusters Score -8026806 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -8028610.500000 Penalty: 5393.720703
	Iteration 7F: 3 clusters Score -8028610 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -8030061.500000 Penalty: 5393.720703
	Iteration 8Q: 3 clusters Score -8030062 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -8031179.000000 Penalty: 5393.720703
	Iteration 9Q: 3 clusters Score -8031179 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -8031951.000000 Penalty: 5393.720703
	Iteration 10Q: 3 clusters Score -8031951 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -8032510.000000 Penalty: 5393.720703
	Iteration 11Q: 3 clusters Score -8032510 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -8032910.000000 Penalty: 5393.720703
	Iteration 12Q: 3 clusters Score -8032910 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -8033236.000000 Penalty: 5393.720703
	Iteration 13Q: 3 clusters Score -8033236 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -8033490.000000 Penalty: 5393.720703
	Iteration 14Q: 3 clusters Score -8033490 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -8033684.000000 Penalty: 5393.720703
	Iteration 15Q: 3 clusters Score -8033684 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -8033893.500000 Penalty: 5393.720703
	Iteration 16Q: 3 clusters Score -8033894 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -8034102.500000 Penalty: 5393.720703
	Iteration 17Q: 3 clusters Score -8034102 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -8034274.000000 Penalty: 5393.720703
	Iteration 18Q: 3 clusters Score -8034274 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -8034493.500000 Penalty: 5393.720703
	Iteration 19Q: 3 clusters Score -8034494 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -8034693.500000 Penalty: 5393.720703
	Iteration 20F: 3 clusters Score -8034694 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -8034894.500000 Penalty: 5393.720703
	Iteration 21Q: 3 clusters Score -8034894 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8035040.000000 Penalty: 5393.720703
	Iteration 22Q: 3 clusters Score -8035040 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -8035210.000000 Penalty: 5393.720703
	Iteration 23Q: 3 clusters Score -8035210 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8035413.000000 Penalty: 5393.720703
	Iteration 24Q: 3 clusters Score -8035413 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -8035616.000000 Penalty: 5393.720703
	Iteration 25Q: 3 clusters Score -8035616 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -8035810.500000 Penalty: 5393.720703
	Iteration 26Q: 3 clusters Score -8035810 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8035962.000000 Penalty: 5393.720703
	Iteration 27Q: 3 clusters Score -8035962 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -8036120.500000 Penalty: 5393.720703
	Iteration 28Q: 3 clusters Score -8036120 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -8036266.500000 Penalty: 5393.720703
	Iteration 29Q: 3 clusters Score -8036266 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8036420.500000 Penalty: 5393.720703
	Iteration 30Q: 3 clusters Score -8036420 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8036604.500000 Penalty: 5393.720703
	Iteration 31Q: 3 clusters Score -8036604 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8036689.000000 Penalty: 5393.720703
	Iteration 32Q: 3 clusters Score -8036689 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8036796.000000 Penalty: 5393.720703
	Iteration 33Q: 3 clusters Score -8036796 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8036879.500000 Penalty: 5393.720703
	Iteration 34Q: 3 clusters Score -8036880 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8036960.500000 Penalty: 5393.720703
	Iteration 35Q: 3 clusters Score -8036960 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8037019.000000 Penalty: 5393.720703
	Iteration 36Q: 3 clusters Score -8037019 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8037093.500000 Penalty: 5393.720703
	Iteration 37Q: 3 clusters Score -8037094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8037128.000000 Penalty: 5393.720703
	Iteration 38Q: 3 clusters Score -8037128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8037168.500000 Penalty: 5393.720703
	Iteration 39Q: 3 clusters Score -8037168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8037239.000000 Penalty: 5393.720703
	Iteration 40F: 3 clusters Score -8037239 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8037264.500000 Penalty: 5393.720703
	Iteration 41Q: 3 clusters Score -8037264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8037294.500000 Penalty: 5393.720703
	Iteration 42Q: 3 clusters Score -8037294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8037341.500000 Penalty: 5393.720703
	Iteration 43Q: 3 clusters Score -8037342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8037350.500000 Penalty: 5393.720703
	Iteration 44Q: 3 clusters Score -8037350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8037368.000000 Penalty: 5393.720703
	Iteration 45Q: 3 clusters Score -8037368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8037375.500000 Penalty: 5393.720703
	Iteration 46Q: 3 clusters Score -8037376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8037393.500000 Penalty: 5393.720703
	Iteration 47Q: 3 clusters Score -8037394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8037386.500000 Penalty: 5393.720703
	Iteration 48Q: 3 clusters Score -8037386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8037401.000000 Penalty: 5393.720703
	Iteration 49Q: 3 clusters Score -8037401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8037404.500000 Penalty: 5393.720703
	Iteration 50Q: 3 clusters Score -8037404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8037414.500000 Penalty: 5393.720703
	Iteration 51Q: 3 clusters Score -8037414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8037404.000000 Penalty: 5393.720703
	Iteration 52Q: 3 clusters Score -8037404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8037411.000000 Penalty: 5393.720703
	Iteration 53Q: 3 clusters Score -8037411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8037408.500000 Penalty: 5393.720703
	Iteration 54Q: 3 clusters Score -8037408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8037420.000000 Penalty: 5393.720703
	Iteration 55Q: 3 clusters Score -8037420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8037422.500000 Penalty: 5393.720703
	Iteration 56Q: 3 clusters Score -8037422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8037421.500000 Penalty: 5393.720703
	Iteration 57Q: 3 clusters Score -8037422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8037434.500000 Penalty: 5393.720703
	Iteration 58Q: 3 clusters Score -8037434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8037431.000000 Penalty: 5393.720703
	Iteration 59Q: 3 clusters Score -8037431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8037437.500000 Penalty: 5393.720703
	Iteration 60F: 3 clusters Score -8037438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8037430.500000 Penalty: 5393.720703
	Iteration 61Q: 3 clusters Score -8037430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8037428.000000 Penalty: 5393.720703
	Iteration 62Q: 3 clusters Score -8037428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8037436.500000 Penalty: 5393.720703
	Iteration 63Q: 3 clusters Score -8037436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8037434.500000 Penalty: 5393.720703
	Iteration 64Q: 3 clusters Score -8037434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8037438.000000 Penalty: 5393.720703
	Iteration 65Q: 3 clusters Score -8037438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8037441.000000 Penalty: 5393.720703
	Iteration 66Q: 3 clusters Score -8037441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8037440.000000 Penalty: 5393.720703
	Iteration 67Q: 3 clusters Score -8037440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8037440.000000 Penalty: 5393.720703
	Iteration 68F: 3 clusters Score -8037440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Entering Unmasked Estep 
Score: -1526408.125000 Penalty: 2289.706787
	Iteration 0F: 2 clusters Score -1526408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1518649.625000 Penalty: 4579.413574
	Iteration 0F: 3 clusters Score -1518650 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1521155.625000 Penalty: 4579.413574
	Iteration 1F: 3 clusters Score -1521156 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1521794.375000 Penalty: 4579.413574
	Iteration 2F: 3 clusters Score -1521794 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1522433.000000 Penalty: 4579.413574
	Iteration 3F: 3 clusters Score -1522433 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1522961.625000 Penalty: 4579.413574
	Iteration 4F: 3 clusters Score -1522962 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1523445.625000 Penalty: 4579.413574
	Iteration 5F: 3 clusters Score -1523446 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1523909.500000 Penalty: 4579.413574
	Iteration 6F: 3 clusters Score -1523910 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1524316.250000 Penalty: 4579.413574
	Iteration 7F: 3 clusters Score -1524316 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1524642.000000 Penalty: 4579.413574
	Iteration 8Q: 3 clusters Score -1524642 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1524862.250000 Penalty: 4579.413574
	Iteration 9Q: 3 clusters Score -1524862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1525009.375000 Penalty: 4579.413574
	Iteration 10Q: 3 clusters Score -1525009 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1525131.750000 Penalty: 4579.413574
	Iteration 11Q: 3 clusters Score -1525132 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1525231.125000 Penalty: 4579.413574
	Iteration 12Q: 3 clusters Score -1525231 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1525299.000000 Penalty: 4579.413574
	Iteration 13Q: 3 clusters Score -1525299 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1525351.500000 Penalty: 4579.413574
	Iteration 14Q: 3 clusters Score -1525352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1525387.125000 Penalty: 4579.413574
	Iteration 15Q: 3 clusters Score -1525387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1525422.750000 Penalty: 4579.413574
	Iteration 16Q: 3 clusters Score -1525423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1525456.625000 Penalty: 4579.413574
	Iteration 17Q: 3 clusters Score -1525457 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1525490.125000 Penalty: 4579.413574
	Iteration 18Q: 3 clusters Score -1525490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1525517.750000 Penalty: 4579.413574
	Iteration 19Q: 3 clusters Score -1525518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1525552.750000 Penalty: 4579.413574
	Iteration 20F: 3 clusters Score -1525553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1525597.875000 Penalty: 4579.413574
	Iteration 21Q: 3 clusters Score -1525598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1525641.625000 Penalty: 4579.413574
	Iteration 22Q: 3 clusters Score -1525642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1525672.625000 Penalty: 4579.413574
	Iteration 23Q: 3 clusters Score -1525673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1525699.125000 Penalty: 4579.413574
	Iteration 24Q: 3 clusters Score -1525699 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1525727.625000 Penalty: 4579.413574
	Iteration 25Q: 3 clusters Score -1525728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1525752.625000 Penalty: 4579.413574
	Iteration 26Q: 3 clusters Score -1525753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1525770.625000 Penalty: 4579.413574
	Iteration 27Q: 3 clusters Score -1525771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1525793.500000 Penalty: 4579.413574
	Iteration 28Q: 3 clusters Score -1525794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1525819.750000 Penalty: 4579.413574
	Iteration 29Q: 3 clusters Score -1525820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1525834.500000 Penalty: 4579.413574
	Iteration 30Q: 3 clusters Score -1525834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1525852.125000 Penalty: 4579.413574
	Iteration 31Q: 3 clusters Score -1525852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1525864.500000 Penalty: 4579.413574
	Iteration 32Q: 3 clusters Score -1525864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1525879.500000 Penalty: 4579.413574
	Iteration 33Q: 3 clusters Score -1525880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1525895.250000 Penalty: 4579.413574
	Iteration 34Q: 3 clusters Score -1525895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1525916.500000 Penalty: 4579.413574
	Iteration 35Q: 3 clusters Score -1525916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1525930.625000 Penalty: 4579.413574
	Iteration 36Q: 3 clusters Score -1525931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1525953.625000 Penalty: 4579.413574
	Iteration 37Q: 3 clusters Score -1525954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1525968.000000 Penalty: 4579.413574
	Iteration 38Q: 3 clusters Score -1525968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1525983.875000 Penalty: 4579.413574
	Iteration 39Q: 3 clusters Score -1525984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1526004.375000 Penalty: 4579.413574
	Iteration 40F: 3 clusters Score -1526004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1526027.250000 Penalty: 4579.413574
	Iteration 41Q: 3 clusters Score -1526027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1526057.000000 Penalty: 4579.413574
	Iteration 42Q: 3 clusters Score -1526057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1526091.750000 Penalty: 4579.413574
	Iteration 43Q: 3 clusters Score -1526092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1526131.000000 Penalty: 4579.413574
	Iteration 44Q: 3 clusters Score -1526131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1526164.750000 Penalty: 4579.413574
	Iteration 45Q: 3 clusters Score -1526165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1526204.250000 Penalty: 4579.413574
	Iteration 46Q: 3 clusters Score -1526204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1526221.250000 Penalty: 4579.413574
	Iteration 47Q: 3 clusters Score -1526221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1526231.875000 Penalty: 4579.413574
	Iteration 48Q: 3 clusters Score -1526232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1526242.125000 Penalty: 4579.413574
	Iteration 49Q: 3 clusters Score -1526242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1526259.500000 Penalty: 4579.413574
	Iteration 50Q: 3 clusters Score -1526260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1526271.375000 Penalty: 4579.413574
	Iteration 51Q: 3 clusters Score -1526271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1526279.500000 Penalty: 4579.413574
	Iteration 52Q: 3 clusters Score -1526280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1526276.250000 Penalty: 4579.413574
	Iteration 53Q: 3 clusters Score -1526276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1526282.750000 Penalty: 4579.413574
	Iteration 54Q: 3 clusters Score -1526283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1526284.125000 Penalty: 4579.413574
	Iteration 55Q: 3 clusters Score -1526284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1526287.750000 Penalty: 4579.413574
	Iteration 56Q: 3 clusters Score -1526288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1526284.750000 Penalty: 4579.413574
	Iteration 57Q: 3 clusters Score -1526285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1526291.375000 Penalty: 4579.413574
	Iteration 58Q: 3 clusters Score -1526291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1526295.250000 Penalty: 4579.413574
	Iteration 59Q: 3 clusters Score -1526295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1526299.375000 Penalty: 4579.413574
	Iteration 60F: 3 clusters Score -1526299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1526310.500000 Penalty: 4579.413574
	Iteration 61Q: 3 clusters Score -1526310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1526319.125000 Penalty: 4579.413574
	Iteration 62Q: 3 clusters Score -1526319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1526330.625000 Penalty: 4579.413574
	Iteration 63Q: 3 clusters Score -1526331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1526334.375000 Penalty: 4579.413574
	Iteration 64Q: 3 clusters Score -1526334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1526352.250000 Penalty: 4579.413574
	Iteration 65Q: 3 clusters Score -1526352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1526370.500000 Penalty: 4579.413574
	Iteration 66Q: 3 clusters Score -1526370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1526388.625000 Penalty: 4579.413574
	Iteration 67Q: 3 clusters Score -1526389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1526423.000000 Penalty: 4579.413574
	Iteration 68Q: 3 clusters Score -1526423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1526459.625000 Penalty: 4579.413574
	Iteration 69Q: 3 clusters Score -1526460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1526503.375000 Penalty: 4579.413574
	Iteration 70Q: 3 clusters Score -1526503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1526590.375000 Penalty: 4579.413574
	Iteration 71Q: 3 clusters Score -1526590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1526752.250000 Penalty: 4579.413574
	Iteration 72Q: 3 clusters Score -1526752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1526943.875000 Penalty: 4579.413574
	Iteration 73Q: 3 clusters Score -1526944 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1526989.750000 Penalty: 4579.413574
	Iteration 74Q: 3 clusters Score -1526990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1527014.750000 Penalty: 4579.413574
	Iteration 75Q: 3 clusters Score -1527015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1527022.000000 Penalty: 4579.413574
	Iteration 76Q: 3 clusters Score -1527022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1527023.875000 Penalty: 4579.413574
	Iteration 77Q: 3 clusters Score -1527024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1527021.125000 Penalty: 4579.413574
	Iteration 78Q: 3 clusters Score -1527021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1527025.500000 Penalty: 4579.413574
	Iteration 79Q: 3 clusters Score -1527026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1527032.375000 Penalty: 4579.413574
	Iteration 80F: 3 clusters Score -1527032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1527030.625000 Penalty: 4579.413574
	Iteration 81Q: 3 clusters Score -1527031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1527035.250000 Penalty: 4579.413574
	Iteration 82Q: 3 clusters Score -1527035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1527035.125000 Penalty: 4579.413574
	Iteration 83Q: 3 clusters Score -1527035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1527032.500000 Penalty: 4579.413574
	Iteration 84Q: 3 clusters Score -1527032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1527033.625000 Penalty: 4579.413574
	Iteration 85Q: 3 clusters Score -1527034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1527033.625000 Penalty: 4579.413574
	Iteration 86F: 3 clusters Score -1527034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 8157 members 
Entering Unmasked Estep 
Score: -151888288.000000 Penalty: 208988.609375
Splitting cluster 14 changes total score from -151888464.000000 to -151888288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -1029343.875000 Penalty: 2185.917236
	Iteration 0F: 2 clusters Score -1029344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1023715.750000 Penalty: 4371.834473
	Iteration 0F: 3 clusters Score -1023716 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1025190.437500 Penalty: 4371.834473
	Iteration 1F: 3 clusters Score -1025190 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1025441.750000 Penalty: 4371.834473
	Iteration 2F: 3 clusters Score -1025442 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1025628.437500 Penalty: 4371.834473
	Iteration 3F: 3 clusters Score -1025628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1025826.437500 Penalty: 4371.834473
	Iteration 4Q: 3 clusters Score -1025826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1026039.125000 Penalty: 4371.834473
	Iteration 5Q: 3 clusters Score -1026039 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1026241.125000 Penalty: 4371.834473
	Iteration 6Q: 3 clusters Score -1026241 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1026429.500000 Penalty: 4371.834473
	Iteration 7Q: 3 clusters Score -1026430 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1026597.687500 Penalty: 4371.834473
	Iteration 8Q: 3 clusters Score -1026598 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1026710.375000 Penalty: 4371.834473
	Iteration 9Q: 3 clusters Score -1026710 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1026812.875000 Penalty: 4371.834473
	Iteration 10Q: 3 clusters Score -1026813 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1026910.125000 Penalty: 4371.834473
	Iteration 11Q: 3 clusters Score -1026910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1026994.125000 Penalty: 4371.834473
	Iteration 12Q: 3 clusters Score -1026994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1027058.062500 Penalty: 4371.834473
	Iteration 13Q: 3 clusters Score -1027058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1027111.187500 Penalty: 4371.834473
	Iteration 14Q: 3 clusters Score -1027111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1027158.125000 Penalty: 4371.834473
	Iteration 15Q: 3 clusters Score -1027158 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1027207.312500 Penalty: 4371.834473
	Iteration 16Q: 3 clusters Score -1027207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1027249.687500 Penalty: 4371.834473
	Iteration 17Q: 3 clusters Score -1027250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1027283.937500 Penalty: 4371.834473
	Iteration 18Q: 3 clusters Score -1027284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1027320.375000 Penalty: 4371.834473
	Iteration 19Q: 3 clusters Score -1027320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1027353.187500 Penalty: 4371.834473
	Iteration 20F: 3 clusters Score -1027353 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1027381.750000 Penalty: 4371.834473
	Iteration 21Q: 3 clusters Score -1027382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1027411.500000 Penalty: 4371.834473
	Iteration 22Q: 3 clusters Score -1027412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1027448.375000 Penalty: 4371.834473
	Iteration 23Q: 3 clusters Score -1027448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1027476.437500 Penalty: 4371.834473
	Iteration 24Q: 3 clusters Score -1027476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1027501.812500 Penalty: 4371.834473
	Iteration 25Q: 3 clusters Score -1027502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1027523.250000 Penalty: 4371.834473
	Iteration 26Q: 3 clusters Score -1027523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1027545.937500 Penalty: 4371.834473
	Iteration 27Q: 3 clusters Score -1027546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1027563.500000 Penalty: 4371.834473
	Iteration 28Q: 3 clusters Score -1027564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1027577.312500 Penalty: 4371.834473
	Iteration 29Q: 3 clusters Score -1027577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1027592.687500 Penalty: 4371.834473
	Iteration 30Q: 3 clusters Score -1027593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1027604.125000 Penalty: 4371.834473
	Iteration 31Q: 3 clusters Score -1027604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1027623.687500 Penalty: 4371.834473
	Iteration 32Q: 3 clusters Score -1027624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1027636.125000 Penalty: 4371.834473
	Iteration 33Q: 3 clusters Score -1027636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1027657.437500 Penalty: 4371.834473
	Iteration 34Q: 3 clusters Score -1027657 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1027683.625000 Penalty: 4371.834473
	Iteration 35Q: 3 clusters Score -1027684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1027717.625000 Penalty: 4371.834473
	Iteration 36Q: 3 clusters Score -1027718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1027774.687500 Penalty: 4371.834473
	Iteration 37Q: 3 clusters Score -1027775 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1027846.937500 Penalty: 4371.834473
	Iteration 38Q: 3 clusters Score -1027847 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1027960.437500 Penalty: 4371.834473
	Iteration 39Q: 3 clusters Score -1027960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1028141.812500 Penalty: 4371.834473
	Iteration 40F: 3 clusters Score -1028142 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1028389.500000 Penalty: 4371.834473
	Iteration 41Q: 3 clusters Score -1028390 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1028660.000000 Penalty: 4371.834473
	Iteration 42Q: 3 clusters Score -1028660 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1028905.375000 Penalty: 4371.834473
	Iteration 43Q: 3 clusters Score -1028905 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1029201.812500 Penalty: 4371.834473
	Iteration 44Q: 3 clusters Score -1029202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1029453.125000 Penalty: 4371.834473
	Iteration 45Q: 3 clusters Score -1029453 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1029556.750000 Penalty: 4371.834473
	Iteration 46Q: 3 clusters Score -1029557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1029604.750000 Penalty: 4371.834473
	Iteration 47Q: 3 clusters Score -1029605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1029626.250000 Penalty: 4371.834473
	Iteration 48Q: 3 clusters Score -1029626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1029640.125000 Penalty: 4371.834473
	Iteration 49Q: 3 clusters Score -1029640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1029647.312500 Penalty: 4371.834473
	Iteration 50Q: 3 clusters Score -1029647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1029652.625000 Penalty: 4371.834473
	Iteration 51Q: 3 clusters Score -1029653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1029656.062500 Penalty: 4371.834473
	Iteration 52Q: 3 clusters Score -1029656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1029658.687500 Penalty: 4371.834473
	Iteration 53Q: 3 clusters Score -1029659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1029658.937500 Penalty: 4371.834473
	Iteration 54Q: 3 clusters Score -1029659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1029658.937500 Penalty: 4371.834473
	Iteration 55F: 3 clusters Score -1029659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 4082 members 
Entering Unmasked Estep 
Score: -151888128.000000 Penalty: 208988.609375
Splitting cluster 15 changes total score from -151888464.000000 to -151888128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (80949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Entering Unmasked Estep 
Score: -12806363.000000 Penalty: 2802.790527
	Iteration 0F: 2 clusters Score -1.280636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -12752767.000000 Penalty: 5605.581055
	Iteration 0F: 3 clusters Score -1.275277e+07 nChanged 37943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -12773928.000000 Penalty: 5605.581055
	Iteration 1F: 3 clusters Score -1.277393e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -12774549.000000 Penalty: 5605.581055
	Iteration 2Q: 3 clusters Score -1.277455e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -12775356.000000 Penalty: 5605.581055
	Iteration 3Q: 3 clusters Score -1.277536e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -12776180.000000 Penalty: 5605.581055
	Iteration 4Q: 3 clusters Score -1.277618e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -12777196.000000 Penalty: 5605.581055
	Iteration 5Q: 3 clusters Score -1.27772e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -12778496.000000 Penalty: 5605.581055
	Iteration 6Q: 3 clusters Score -1.27785e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -12780473.000000 Penalty: 5605.581055
	Iteration 7Q: 3 clusters Score -1.278047e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -12783395.000000 Penalty: 5605.581055
	Iteration 8F: 3 clusters Score -1.27834e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -12787455.000000 Penalty: 5605.581055
	Iteration 9F: 3 clusters Score -1.278746e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -12791678.000000 Penalty: 5605.581055
	Iteration 10F: 3 clusters Score -1.279168e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -12795249.000000 Penalty: 5605.581055
	Iteration 11F: 3 clusters Score -1.279525e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -12797818.000000 Penalty: 5605.581055
	Iteration 12Q: 3 clusters Score -1.279782e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -12799739.000000 Penalty: 5605.581055
	Iteration 13Q: 3 clusters Score -1.279974e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -12801129.000000 Penalty: 5605.581055
	Iteration 14Q: 3 clusters Score -1.280113e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -12802114.000000 Penalty: 5605.581055
	Iteration 15Q: 3 clusters Score -1.280211e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -12802761.000000 Penalty: 5605.581055
	Iteration 16Q: 3 clusters Score -1.280276e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12803183.000000 Penalty: 5605.581055
	Iteration 17Q: 3 clusters Score -1.280318e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12803496.000000 Penalty: 5605.581055
	Iteration 18Q: 3 clusters Score -1.28035e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12803658.000000 Penalty: 5605.581055
	Iteration 19Q: 3 clusters Score -1.280366e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12803770.000000 Penalty: 5605.581055
	Iteration 20F: 3 clusters Score -1.280377e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12803840.000000 Penalty: 5605.581055
	Iteration 21Q: 3 clusters Score -1.280384e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12803901.000000 Penalty: 5605.581055
	Iteration 22Q: 3 clusters Score -1.28039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12803926.000000 Penalty: 5605.581055
	Iteration 23Q: 3 clusters Score -1.280393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12803943.000000 Penalty: 5605.581055
	Iteration 24Q: 3 clusters Score -1.280394e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12803949.000000 Penalty: 5605.581055
	Iteration 25Q: 3 clusters Score -1.280395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12803952.000000 Penalty: 5605.581055
	Iteration 26Q: 3 clusters Score -1.280395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12803960.000000 Penalty: 5605.581055
	Iteration 27Q: 3 clusters Score -1.280396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12803967.000000 Penalty: 5605.581055
	Iteration 28Q: 3 clusters Score -1.280397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12803965.000000 Penalty: 5605.581055
	Iteration 29Q: 3 clusters Score -1.280396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12803967.000000 Penalty: 5605.581055
	Iteration 30Q: 3 clusters Score -1.280397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80511 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12803982.000000 Penalty: 5605.581055
	Iteration 31Q: 3 clusters Score -1.280398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12803987.000000 Penalty: 5605.581055
	Iteration 32Q: 3 clusters Score -1.280399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12803996.000000 Penalty: 5605.581055
	Iteration 33Q: 3 clusters Score -1.2804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12804003.000000 Penalty: 5605.581055
	Iteration 34Q: 3 clusters Score -1.2804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12804003.000000 Penalty: 5605.581055
	Iteration 35Q: 3 clusters Score -1.2804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12804003.000000 Penalty: 5605.581055
	Iteration 36Q: 3 clusters Score -1.2804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12804003.000000 Penalty: 5605.581055
	Iteration 37Q: 3 clusters Score -1.2804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12803996.000000 Penalty: 5605.581055
	Iteration 38Q: 3 clusters Score -1.2804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12804005.000000 Penalty: 5605.581055
	Iteration 39Q: 3 clusters Score -1.2804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12804005.000000 Penalty: 5605.581055
	Iteration 40F: 3 clusters Score -1.2804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Entering Unmasked Estep 
Score: -2323821.500000 Penalty: 2377.591553
	Iteration 0F: 2 clusters Score -2323822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2313317.250000 Penalty: 4755.183105
	Iteration 0F: 3 clusters Score -2313317 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2316757.000000 Penalty: 4755.183105
	Iteration 1F: 3 clusters Score -2316757 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2317305.500000 Penalty: 4755.183105
	Iteration 2F: 3 clusters Score -2317306 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2317994.500000 Penalty: 4755.183105
	Iteration 3F: 3 clusters Score -2317994 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2318641.250000 Penalty: 4755.183105
	Iteration 4F: 3 clusters Score -2318641 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2319192.750000 Penalty: 4755.183105
	Iteration 5F: 3 clusters Score -2319193 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2319702.000000 Penalty: 4755.183105
	Iteration 6F: 3 clusters Score -2319702 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2320127.750000 Penalty: 4755.183105
	Iteration 7F: 3 clusters Score -2320128 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2320473.250000 Penalty: 4755.183105
	Iteration 8Q: 3 clusters Score -2320473 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2320756.000000 Penalty: 4755.183105
	Iteration 9Q: 3 clusters Score -2320756 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2320959.500000 Penalty: 4755.183105
	Iteration 10Q: 3 clusters Score -2320960 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2321115.500000 Penalty: 4755.183105
	Iteration 11Q: 3 clusters Score -2321116 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2321245.250000 Penalty: 4755.183105
	Iteration 12Q: 3 clusters Score -2321245 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2321324.250000 Penalty: 4755.183105
	Iteration 13Q: 3 clusters Score -2321324 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2321383.500000 Penalty: 4755.183105
	Iteration 14Q: 3 clusters Score -2321384 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2321432.000000 Penalty: 4755.183105
	Iteration 15Q: 3 clusters Score -2321432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2321466.000000 Penalty: 4755.183105
	Iteration 16Q: 3 clusters Score -2321466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2321495.250000 Penalty: 4755.183105
	Iteration 17Q: 3 clusters Score -2321495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2321516.250000 Penalty: 4755.183105
	Iteration 18Q: 3 clusters Score -2321516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2321530.500000 Penalty: 4755.183105
	Iteration 19Q: 3 clusters Score -2321530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2321543.500000 Penalty: 4755.183105
	Iteration 20F: 3 clusters Score -2321544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2321555.250000 Penalty: 4755.183105
	Iteration 21Q: 3 clusters Score -2321555 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2321569.250000 Penalty: 4755.183105
	Iteration 22Q: 3 clusters Score -2321569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2321582.250000 Penalty: 4755.183105
	Iteration 23Q: 3 clusters Score -2321582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2321599.250000 Penalty: 4755.183105
	Iteration 24Q: 3 clusters Score -2321599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2321601.750000 Penalty: 4755.183105
	Iteration 25Q: 3 clusters Score -2321602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2321606.500000 Penalty: 4755.183105
	Iteration 26Q: 3 clusters Score -2321606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2321613.250000 Penalty: 4755.183105
	Iteration 27Q: 3 clusters Score -2321613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2321609.250000 Penalty: 4755.183105
	Iteration 28Q: 3 clusters Score -2321609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2321614.000000 Penalty: 4755.183105
	Iteration 29Q: 3 clusters Score -2321614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2321612.750000 Penalty: 4755.183105
	Iteration 30Q: 3 clusters Score -2321613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2321617.000000 Penalty: 4755.183105
	Iteration 31Q: 3 clusters Score -2321617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2321619.250000 Penalty: 4755.183105
	Iteration 32Q: 3 clusters Score -2321619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2321624.500000 Penalty: 4755.183105
	Iteration 33Q: 3 clusters Score -2321624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2321628.750000 Penalty: 4755.183105
	Iteration 34Q: 3 clusters Score -2321629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2321625.250000 Penalty: 4755.183105
	Iteration 35Q: 3 clusters Score -2321625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2321634.250000 Penalty: 4755.183105
	Iteration 36Q: 3 clusters Score -2321634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2321640.250000 Penalty: 4755.183105
	Iteration 37Q: 3 clusters Score -2321640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2321646.500000 Penalty: 4755.183105
	Iteration 38Q: 3 clusters Score -2321646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2321644.000000 Penalty: 4755.183105
	Iteration 39Q: 3 clusters Score -2321644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2321642.500000 Penalty: 4755.183105
	Iteration 40F: 3 clusters Score -2321642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2321647.250000 Penalty: 4755.183105
	Iteration 41Q: 3 clusters Score -2321647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2321649.750000 Penalty: 4755.183105
	Iteration 42Q: 3 clusters Score -2321650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2321648.250000 Penalty: 4755.183105
	Iteration 43Q: 3 clusters Score -2321648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2321649.750000 Penalty: 4755.183105
	Iteration 44Q: 3 clusters Score -2321650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2321647.750000 Penalty: 4755.183105
	Iteration 45Q: 3 clusters Score -2321648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2321647.500000 Penalty: 4755.183105
	Iteration 46Q: 3 clusters Score -2321648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2321651.000000 Penalty: 4755.183105
	Iteration 47Q: 3 clusters Score -2321651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2321652.500000 Penalty: 4755.183105
	Iteration 48Q: 3 clusters Score -2321652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2321649.750000 Penalty: 4755.183105
	Iteration 49Q: 3 clusters Score -2321650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2321654.500000 Penalty: 4755.183105
	Iteration 50Q: 3 clusters Score -2321654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2321649.250000 Penalty: 4755.183105
	Iteration 51Q: 3 clusters Score -2321649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2321648.250000 Penalty: 4755.183105
	Iteration 52Q: 3 clusters Score -2321648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2321649.000000 Penalty: 4755.183105
	Iteration 53Q: 3 clusters Score -2321649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2321651.500000 Penalty: 4755.183105
	Iteration 54Q: 3 clusters Score -2321652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2321652.750000 Penalty: 4755.183105
	Iteration 55Q: 3 clusters Score -2321653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2321651.500000 Penalty: 4755.183105
	Iteration 56Q: 3 clusters Score -2321652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2321651.750000 Penalty: 4755.183105
	Iteration 57Q: 3 clusters Score -2321652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2321651.000000 Penalty: 4755.183105
	Iteration 58Q: 3 clusters Score -2321651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2321652.000000 Penalty: 4755.183105
	Iteration 59Q: 3 clusters Score -2321652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2321652.000000 Penalty: 4755.183105
	Iteration 60F: 3 clusters Score -2321652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Entering Unmasked Estep 
Score: -1467426.000000 Penalty: 2265.579590
	Iteration 0F: 2 clusters Score -1467426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1460177.625000 Penalty: 4531.159180
	Iteration 0F: 3 clusters Score -1460178 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1462410.000000 Penalty: 4531.159180
	Iteration 1F: 3 clusters Score -1462410 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1462857.625000 Penalty: 4531.159180
	Iteration 2F: 3 clusters Score -1462858 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1463430.125000 Penalty: 4531.159180
	Iteration 3F: 3 clusters Score -1463430 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1464163.625000 Penalty: 4531.159180
	Iteration 4F: 3 clusters Score -1464164 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1464887.250000 Penalty: 4531.159180
	Iteration 5F: 3 clusters Score -1464887 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1465530.500000 Penalty: 4531.159180
	Iteration 6F: 3 clusters Score -1465530 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1466095.250000 Penalty: 4531.159180
	Iteration 7F: 3 clusters Score -1466095 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1466527.750000 Penalty: 4531.159180
	Iteration 8F: 3 clusters Score -1466528 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1466813.750000 Penalty: 4531.159180
	Iteration 9Q: 3 clusters Score -1466814 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1466996.250000 Penalty: 4531.159180
	Iteration 10Q: 3 clusters Score -1466996 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1467093.125000 Penalty: 4531.159180
	Iteration 11Q: 3 clusters Score -1467093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1467183.000000 Penalty: 4531.159180
	Iteration 12Q: 3 clusters Score -1467183 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1467268.875000 Penalty: 4531.159180
	Iteration 13Q: 3 clusters Score -1467269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1467341.375000 Penalty: 4531.159180
	Iteration 14Q: 3 clusters Score -1467341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1467396.875000 Penalty: 4531.159180
	Iteration 15Q: 3 clusters Score -1467397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1467445.500000 Penalty: 4531.159180
	Iteration 16Q: 3 clusters Score -1467446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1467476.000000 Penalty: 4531.159180
	Iteration 17Q: 3 clusters Score -1467476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1467493.250000 Penalty: 4531.159180
	Iteration 18Q: 3 clusters Score -1467493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1467515.125000 Penalty: 4531.159180
	Iteration 19Q: 3 clusters Score -1467515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1467533.250000 Penalty: 4531.159180
	Iteration 20F: 3 clusters Score -1467533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1467541.875000 Penalty: 4531.159180
	Iteration 21Q: 3 clusters Score -1467542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1467559.125000 Penalty: 4531.159180
	Iteration 22Q: 3 clusters Score -1467559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1467573.375000 Penalty: 4531.159180
	Iteration 23Q: 3 clusters Score -1467573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1467575.625000 Penalty: 4531.159180
	Iteration 24Q: 3 clusters Score -1467576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1467580.250000 Penalty: 4531.159180
	Iteration 25Q: 3 clusters Score -1467580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1467584.875000 Penalty: 4531.159180
	Iteration 26Q: 3 clusters Score -1467585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1467586.875000 Penalty: 4531.159180
	Iteration 27Q: 3 clusters Score -1467587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1467588.250000 Penalty: 4531.159180
	Iteration 28Q: 3 clusters Score -1467588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1467592.500000 Penalty: 4531.159180
	Iteration 29Q: 3 clusters Score -1467592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1467594.000000 Penalty: 4531.159180
	Iteration 30Q: 3 clusters Score -1467594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1467592.375000 Penalty: 4531.159180
	Iteration 31Q: 3 clusters Score -1467592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1467592.875000 Penalty: 4531.159180
	Iteration 32Q: 3 clusters Score -1467593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1467592.000000 Penalty: 4531.159180
	Iteration 33Q: 3 clusters Score -1467592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1467592.875000 Penalty: 4531.159180
	Iteration 34Q: 3 clusters Score -1467593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1467593.000000 Penalty: 4531.159180
	Iteration 35Q: 3 clusters Score -1467593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1467594.500000 Penalty: 4531.159180
	Iteration 36Q: 3 clusters Score -1467594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1467594.500000 Penalty: 4531.159180
	Iteration 37F: 3 clusters Score -1467594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 2855 members 
Entering Unmasked Estep 
Score: -151887376.000000 Penalty: 208988.609375
Splitting cluster 18 changes total score from -151888464.000000 to -151887376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (32830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Entering Unmasked Estep 
Score: -4917876.000000 Penalty: 2578.976318
	Iteration 0F: 2 clusters Score -4917876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4895360.000000 Penalty: 5157.952637
	Iteration 0F: 3 clusters Score -4895360 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4903683.500000 Penalty: 5157.952637
	Iteration 1F: 3 clusters Score -4903684 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4904591.500000 Penalty: 5157.952637
	Iteration 2F: 3 clusters Score -4904592 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -4905624.500000 Penalty: 5157.952637
	Iteration 3F: 3 clusters Score -4905624 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4906756.000000 Penalty: 5157.952637
	Iteration 4F: 3 clusters Score -4906756 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4907834.500000 Penalty: 5157.952637
	Iteration 5F: 3 clusters Score -4907834 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4908867.500000 Penalty: 5157.952637
	Iteration 6F: 3 clusters Score -4908868 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4909817.000000 Penalty: 5157.952637
	Iteration 7F: 3 clusters Score -4909817 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4910541.000000 Penalty: 5157.952637
	Iteration 8Q: 3 clusters Score -4910541 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4911188.500000 Penalty: 5157.952637
	Iteration 9Q: 3 clusters Score -4911188 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4911815.000000 Penalty: 5157.952637
	Iteration 10Q: 3 clusters Score -4911815 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4912433.500000 Penalty: 5157.952637
	Iteration 11Q: 3 clusters Score -4912434 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -4913112.500000 Penalty: 5157.952637
	Iteration 12Q: 3 clusters Score -4913112 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4913795.000000 Penalty: 5157.952637
	Iteration 13Q: 3 clusters Score -4913795 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -4914407.500000 Penalty: 5157.952637
	Iteration 14Q: 3 clusters Score -4914408 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4914928.000000 Penalty: 5157.952637
	Iteration 15Q: 3 clusters Score -4914928 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4915381.500000 Penalty: 5157.952637
	Iteration 16Q: 3 clusters Score -4915382 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4915715.000000 Penalty: 5157.952637
	Iteration 17Q: 3 clusters Score -4915715 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4915934.000000 Penalty: 5157.952637
	Iteration 18Q: 3 clusters Score -4915934 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4916146.500000 Penalty: 5157.952637
	Iteration 19Q: 3 clusters Score -4916146 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4916353.000000 Penalty: 5157.952637
	Iteration 20F: 3 clusters Score -4916353 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4916496.000000 Penalty: 5157.952637
	Iteration 21Q: 3 clusters Score -4916496 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4916651.500000 Penalty: 5157.952637
	Iteration 22Q: 3 clusters Score -4916652 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4916766.500000 Penalty: 5157.952637
	Iteration 23Q: 3 clusters Score -4916766 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4916882.500000 Penalty: 5157.952637
	Iteration 24Q: 3 clusters Score -4916882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4916993.000000 Penalty: 5157.952637
	Iteration 25Q: 3 clusters Score -4916993 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4917080.000000 Penalty: 5157.952637
	Iteration 26Q: 3 clusters Score -4917080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4917127.500000 Penalty: 5157.952637
	Iteration 27Q: 3 clusters Score -4917128 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4917159.500000 Penalty: 5157.952637
	Iteration 28Q: 3 clusters Score -4917160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4917198.000000 Penalty: 5157.952637
	Iteration 29Q: 3 clusters Score -4917198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4917238.500000 Penalty: 5157.952637
	Iteration 30Q: 3 clusters Score -4917238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4917264.500000 Penalty: 5157.952637
	Iteration 31Q: 3 clusters Score -4917264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4917281.500000 Penalty: 5157.952637
	Iteration 32Q: 3 clusters Score -4917282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4917279.000000 Penalty: 5157.952637
	Iteration 33Q: 3 clusters Score -4917279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4917284.000000 Penalty: 5157.952637
	Iteration 34Q: 3 clusters Score -4917284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4917283.000000 Penalty: 5157.952637
	Iteration 35Q: 3 clusters Score -4917283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4917295.000000 Penalty: 5157.952637
	Iteration 36Q: 3 clusters Score -4917295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4917291.000000 Penalty: 5157.952637
	Iteration 37Q: 3 clusters Score -4917291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4917294.500000 Penalty: 5157.952637
	Iteration 38Q: 3 clusters Score -4917294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4917290.000000 Penalty: 5157.952637
	Iteration 39Q: 3 clusters Score -4917290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4917291.500000 Penalty: 5157.952637
	Iteration 40F: 3 clusters Score -4917292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -55336.765625 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -55336.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54029.246094 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -54029.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54415.734375 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -54415.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54773.039062 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -54773.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55062.871094 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -55062.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55324.207031 Penalty: 2990.026123
	Iteration 4F: 3 clusters Score -55324.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55517.480469 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -55517.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55616.699219 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -55616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55683.246094 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -55683.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55781.703125 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -55781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55900.230469 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -55900.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55917.863281 Penalty: 2990.026123
	Iteration 10Q: 3 clusters Score -55917.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55917.863281 Penalty: 2990.026123
	Iteration 11F: 3 clusters Score -55917.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 256 members 
Entering Unmasked Estep 
Score: -151887136.000000 Penalty: 208988.609375
Splitting cluster 20 changes total score from -151888464.000000 to -151887136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -1251737.125000 Penalty: 2234.948486
	Iteration 0F: 2 clusters Score -1251737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1245216.375000 Penalty: 4469.896973
	Iteration 0F: 3 clusters Score -1245216 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1247054.625000 Penalty: 4469.896973
	Iteration 1F: 3 clusters Score -1247055 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1247533.125000 Penalty: 4469.896973
	Iteration 2F: 3 clusters Score -1247533 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1248173.500000 Penalty: 4469.896973
	Iteration 3F: 3 clusters Score -1248174 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1248927.250000 Penalty: 4469.896973
	Iteration 4F: 3 clusters Score -1248927 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1249604.000000 Penalty: 4469.896973
	Iteration 5F: 3 clusters Score -1249604 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1250097.375000 Penalty: 4469.896973
	Iteration 6F: 3 clusters Score -1250097 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1250411.625000 Penalty: 4469.896973
	Iteration 7F: 3 clusters Score -1250412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1250574.750000 Penalty: 4469.896973
	Iteration 8Q: 3 clusters Score -1250575 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1250661.000000 Penalty: 4469.896973
	Iteration 9Q: 3 clusters Score -1250661 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1250700.375000 Penalty: 4469.896973
	Iteration 10Q: 3 clusters Score -1250700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1250729.125000 Penalty: 4469.896973
	Iteration 11Q: 3 clusters Score -1250729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1250744.625000 Penalty: 4469.896973
	Iteration 12Q: 3 clusters Score -1250745 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1250760.125000 Penalty: 4469.896973
	Iteration 13Q: 3 clusters Score -1250760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1250780.000000 Penalty: 4469.896973
	Iteration 14Q: 3 clusters Score -1250780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1250792.500000 Penalty: 4469.896973
	Iteration 15Q: 3 clusters Score -1250792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1250801.125000 Penalty: 4469.896973
	Iteration 16Q: 3 clusters Score -1250801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1250809.000000 Penalty: 4469.896973
	Iteration 17Q: 3 clusters Score -1250809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1250815.000000 Penalty: 4469.896973
	Iteration 18Q: 3 clusters Score -1250815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1250819.125000 Penalty: 4469.896973
	Iteration 19Q: 3 clusters Score -1250819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1250826.750000 Penalty: 4469.896973
	Iteration 20F: 3 clusters Score -1250827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1250828.000000 Penalty: 4469.896973
	Iteration 21Q: 3 clusters Score -1250828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1250835.750000 Penalty: 4469.896973
	Iteration 22Q: 3 clusters Score -1250836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1250840.500000 Penalty: 4469.896973
	Iteration 23Q: 3 clusters Score -1250840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1250843.500000 Penalty: 4469.896973
	Iteration 24Q: 3 clusters Score -1250844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1250847.750000 Penalty: 4469.896973
	Iteration 25Q: 3 clusters Score -1250848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1250852.250000 Penalty: 4469.896973
	Iteration 26Q: 3 clusters Score -1250852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1250851.500000 Penalty: 4469.896973
	Iteration 27Q: 3 clusters Score -1250852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1250855.875000 Penalty: 4469.896973
	Iteration 28Q: 3 clusters Score -1250856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1250855.500000 Penalty: 4469.896973
	Iteration 29Q: 3 clusters Score -1250856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1250856.750000 Penalty: 4469.896973
	Iteration 30Q: 3 clusters Score -1250857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1250858.500000 Penalty: 4469.896973
	Iteration 31Q: 3 clusters Score -1250858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1250855.625000 Penalty: 4469.896973
	Iteration 32Q: 3 clusters Score -1250856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1250855.375000 Penalty: 4469.896973
	Iteration 33Q: 3 clusters Score -1250855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1250858.500000 Penalty: 4469.896973
	Iteration 34Q: 3 clusters Score -1250858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1250859.000000 Penalty: 4469.896973
	Iteration 35Q: 3 clusters Score -1250859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1250859.375000 Penalty: 4469.896973
	Iteration 36Q: 3 clusters Score -1250859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1250860.625000 Penalty: 4469.896973
	Iteration 37Q: 3 clusters Score -1250861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1250861.500000 Penalty: 4469.896973
	Iteration 38Q: 3 clusters Score -1250862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1250862.250000 Penalty: 4469.896973
	Iteration 39Q: 3 clusters Score -1250862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1250860.875000 Penalty: 4469.896973
	Iteration 40F: 3 clusters Score -1250861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1250861.000000 Penalty: 4469.896973
	Iteration 41Q: 3 clusters Score -1250861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1250861.000000 Penalty: 4469.896973
	Iteration 42F: 3 clusters Score -1250861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Entering Unmasked Estep 
Score: -2427730.500000 Penalty: 2411.952881
	Iteration 0F: 2 clusters Score -2427730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2415678.500000 Penalty: 4823.905762
	Iteration 0F: 3 clusters Score -2415678 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2419737.000000 Penalty: 4823.905762
	Iteration 1F: 3 clusters Score -2419737 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2420478.000000 Penalty: 4823.905762
	Iteration 2F: 3 clusters Score -2420478 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2421388.000000 Penalty: 4823.905762
	Iteration 3F: 3 clusters Score -2421388 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2422330.500000 Penalty: 4823.905762
	Iteration 4F: 3 clusters Score -2422330 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2423230.750000 Penalty: 4823.905762
	Iteration 5F: 3 clusters Score -2423231 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2423976.250000 Penalty: 4823.905762
	Iteration 6F: 3 clusters Score -2423976 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2424530.750000 Penalty: 4823.905762
	Iteration 7F: 3 clusters Score -2424531 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2424836.750000 Penalty: 4823.905762
	Iteration 8Q: 3 clusters Score -2424837 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2425019.750000 Penalty: 4823.905762
	Iteration 9Q: 3 clusters Score -2425020 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2425117.500000 Penalty: 4823.905762
	Iteration 10Q: 3 clusters Score -2425118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2425182.500000 Penalty: 4823.905762
	Iteration 11Q: 3 clusters Score -2425182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2425221.250000 Penalty: 4823.905762
	Iteration 12Q: 3 clusters Score -2425221 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2425249.000000 Penalty: 4823.905762
	Iteration 13Q: 3 clusters Score -2425249 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2425267.500000 Penalty: 4823.905762
	Iteration 14Q: 3 clusters Score -2425268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2425285.000000 Penalty: 4823.905762
	Iteration 15Q: 3 clusters Score -2425285 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2425301.250000 Penalty: 4823.905762
	Iteration 16Q: 3 clusters Score -2425301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2425306.500000 Penalty: 4823.905762
	Iteration 17Q: 3 clusters Score -2425306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2425330.750000 Penalty: 4823.905762
	Iteration 18Q: 3 clusters Score -2425331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2425333.250000 Penalty: 4823.905762
	Iteration 19Q: 3 clusters Score -2425333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2425338.750000 Penalty: 4823.905762
	Iteration 20F: 3 clusters Score -2425339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2425344.750000 Penalty: 4823.905762
	Iteration 21Q: 3 clusters Score -2425345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2425354.000000 Penalty: 4823.905762
	Iteration 22Q: 3 clusters Score -2425354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2425367.000000 Penalty: 4823.905762
	Iteration 23Q: 3 clusters Score -2425367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2425374.750000 Penalty: 4823.905762
	Iteration 24Q: 3 clusters Score -2425375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2425379.000000 Penalty: 4823.905762
	Iteration 25Q: 3 clusters Score -2425379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2425382.750000 Penalty: 4823.905762
	Iteration 26Q: 3 clusters Score -2425383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2425390.250000 Penalty: 4823.905762
	Iteration 27Q: 3 clusters Score -2425390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2425401.250000 Penalty: 4823.905762
	Iteration 28Q: 3 clusters Score -2425401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2425405.500000 Penalty: 4823.905762
	Iteration 29Q: 3 clusters Score -2425406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2425408.500000 Penalty: 4823.905762
	Iteration 30Q: 3 clusters Score -2425408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2425417.250000 Penalty: 4823.905762
	Iteration 31Q: 3 clusters Score -2425417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2425419.000000 Penalty: 4823.905762
	Iteration 32Q: 3 clusters Score -2425419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2425423.750000 Penalty: 4823.905762
	Iteration 33Q: 3 clusters Score -2425424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2425424.500000 Penalty: 4823.905762
	Iteration 34Q: 3 clusters Score -2425424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2425430.000000 Penalty: 4823.905762
	Iteration 35Q: 3 clusters Score -2425430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2425437.500000 Penalty: 4823.905762
	Iteration 36Q: 3 clusters Score -2425438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2425446.250000 Penalty: 4823.905762
	Iteration 37Q: 3 clusters Score -2425446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2425452.000000 Penalty: 4823.905762
	Iteration 38Q: 3 clusters Score -2425452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2425453.500000 Penalty: 4823.905762
	Iteration 39Q: 3 clusters Score -2425454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2425448.250000 Penalty: 4823.905762
	Iteration 40F: 3 clusters Score -2425448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2425460.000000 Penalty: 4823.905762
	Iteration 41Q: 3 clusters Score -2425460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2425461.750000 Penalty: 4823.905762
	Iteration 42Q: 3 clusters Score -2425462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2425468.750000 Penalty: 4823.905762
	Iteration 43Q: 3 clusters Score -2425469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2425470.000000 Penalty: 4823.905762
	Iteration 44Q: 3 clusters Score -2425470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2425474.500000 Penalty: 4823.905762
	Iteration 45Q: 3 clusters Score -2425474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2425486.750000 Penalty: 4823.905762
	Iteration 46Q: 3 clusters Score -2425487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2425489.750000 Penalty: 4823.905762
	Iteration 47Q: 3 clusters Score -2425490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2425495.750000 Penalty: 4823.905762
	Iteration 48Q: 3 clusters Score -2425496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2425501.000000 Penalty: 4823.905762
	Iteration 49Q: 3 clusters Score -2425501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2425507.750000 Penalty: 4823.905762
	Iteration 50Q: 3 clusters Score -2425508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2425512.750000 Penalty: 4823.905762
	Iteration 51Q: 3 clusters Score -2425513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2425521.000000 Penalty: 4823.905762
	Iteration 52Q: 3 clusters Score -2425521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2425518.750000 Penalty: 4823.905762
	Iteration 53Q: 3 clusters Score -2425519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2425525.000000 Penalty: 4823.905762
	Iteration 54Q: 3 clusters Score -2425525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2425526.500000 Penalty: 4823.905762
	Iteration 55Q: 3 clusters Score -2425526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2425534.250000 Penalty: 4823.905762
	Iteration 56Q: 3 clusters Score -2425534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2425544.000000 Penalty: 4823.905762
	Iteration 57Q: 3 clusters Score -2425544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2425548.750000 Penalty: 4823.905762
	Iteration 58Q: 3 clusters Score -2425549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2425547.750000 Penalty: 4823.905762
	Iteration 59Q: 3 clusters Score -2425548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2425553.750000 Penalty: 4823.905762
	Iteration 60F: 3 clusters Score -2425554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2425558.250000 Penalty: 4823.905762
	Iteration 61Q: 3 clusters Score -2425558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2425562.000000 Penalty: 4823.905762
	Iteration 62Q: 3 clusters Score -2425562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2425556.250000 Penalty: 4823.905762
	Iteration 63Q: 3 clusters Score -2425556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2425561.250000 Penalty: 4823.905762
	Iteration 64Q: 3 clusters Score -2425561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2425564.750000 Penalty: 4823.905762
	Iteration 65Q: 3 clusters Score -2425565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2425566.000000 Penalty: 4823.905762
	Iteration 66Q: 3 clusters Score -2425566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2425568.750000 Penalty: 4823.905762
	Iteration 67Q: 3 clusters Score -2425569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2425565.500000 Penalty: 4823.905762
	Iteration 68Q: 3 clusters Score -2425566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2425569.750000 Penalty: 4823.905762
	Iteration 69Q: 3 clusters Score -2425570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2425570.750000 Penalty: 4823.905762
	Iteration 70Q: 3 clusters Score -2425571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2425559.750000 Penalty: 4823.905762
	Iteration 71Q: 3 clusters Score -2425560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2425566.250000 Penalty: 4823.905762
	Iteration 72Q: 3 clusters Score -2425566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2425567.750000 Penalty: 4823.905762
	Iteration 73Q: 3 clusters Score -2425568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2425568.750000 Penalty: 4823.905762
	Iteration 74Q: 3 clusters Score -2425569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2425566.250000 Penalty: 4823.905762
	Iteration 75Q: 3 clusters Score -2425566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2425568.750000 Penalty: 4823.905762
	Iteration 76Q: 3 clusters Score -2425569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2425568.750000 Penalty: 4823.905762
	Iteration 77F: 3 clusters Score -2425569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -344192.218750 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -344192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -341418.562500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -341418.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342062.875000 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -342062.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -342302.312500 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -342302.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342476.937500 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -342476.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -342621.562500 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -342621.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -342798.468750 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -342798.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -342953.562500 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -342953.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -343097.781250 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -343097.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -343217.218750 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -343217.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -343330.375000 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -343330.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -343440.187500 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -343440.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -343538.218750 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -343538.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -343613.500000 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -343613.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -343652.187500 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -343652.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -343682.812500 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -343682.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -343712.812500 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -343712.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -343748.343750 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -343748.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -343764.812500 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -343764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -343776.125000 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -343776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -343780.500000 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -343780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -343782.687500 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -343782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -343784.562500 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -343784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -343785.093750 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -343785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -343787.156250 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -343787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -343787.156250 Penalty: 3837.641357
	Iteration 24F: 3 clusters Score -343787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47626.640625 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47626.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46328.261719 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46328.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46442.617188 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46442.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46496.582031 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -46496.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46525.601562 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46542.058594 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -46542.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46560.273438 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -46560.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46565.027344 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -46565.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46565.027344 Penalty: 2870.301025
	Iteration 7F: 3 clusters Score -46565.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (94913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Entering Unmasked Estep 
Score: -15225489.000000 Penalty: 2842.257568
	Iteration 0F: 2 clusters Score -1.522549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -15168238.000000 Penalty: 5684.515137
	Iteration 0F: 3 clusters Score -1.516824e+07 nChanged 44831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -15193725.000000 Penalty: 5684.515137
	Iteration 1F: 3 clusters Score -1.519372e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -15194461.000000 Penalty: 5684.515137
	Iteration 2Q: 3 clusters Score -1.519446e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -15195306.000000 Penalty: 5684.515137
	Iteration 3Q: 3 clusters Score -1.519531e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -15196493.000000 Penalty: 5684.515137
	Iteration 4Q: 3 clusters Score -1.519649e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -15198278.000000 Penalty: 5684.515137
	Iteration 5Q: 3 clusters Score -1.519828e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -15200999.000000 Penalty: 5684.515137
	Iteration 6F: 3 clusters Score -1.5201e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -15205064.000000 Penalty: 5684.515137
	Iteration 7F: 3 clusters Score -1.520506e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -15210297.000000 Penalty: 5684.515137
	Iteration 8F: 3 clusters Score -1.52103e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -15215205.000000 Penalty: 5684.515137
	Iteration 9F: 3 clusters Score -1.52152e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -15218423.000000 Penalty: 5684.515137
	Iteration 10F: 3 clusters Score -1.521842e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -15220296.000000 Penalty: 5684.515137
	Iteration 11Q: 3 clusters Score -1.52203e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -15221429.000000 Penalty: 5684.515137
	Iteration 12Q: 3 clusters Score -1.522143e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -15222128.000000 Penalty: 5684.515137
	Iteration 13Q: 3 clusters Score -1.522213e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -15222517.000000 Penalty: 5684.515137
	Iteration 14Q: 3 clusters Score -1.522252e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -15222779.000000 Penalty: 5684.515137
	Iteration 15Q: 3 clusters Score -1.522278e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -15222968.000000 Penalty: 5684.515137
	Iteration 16Q: 3 clusters Score -1.522297e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15223066.000000 Penalty: 5684.515137
	Iteration 17Q: 3 clusters Score -1.522307e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -15223148.000000 Penalty: 5684.515137
	Iteration 18Q: 3 clusters Score -1.522315e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -15223251.000000 Penalty: 5684.515137
	Iteration 19Q: 3 clusters Score -1.522325e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15223324.000000 Penalty: 5684.515137
	Iteration 20F: 3 clusters Score -1.522332e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -15223346.000000 Penalty: 5684.515137
	Iteration 21Q: 3 clusters Score -1.522335e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -15223370.000000 Penalty: 5684.515137
	Iteration 22Q: 3 clusters Score -1.522337e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -15223373.000000 Penalty: 5684.515137
	Iteration 23Q: 3 clusters Score -1.522337e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15223392.000000 Penalty: 5684.515137
	Iteration 24Q: 3 clusters Score -1.522339e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -15223413.000000 Penalty: 5684.515137
	Iteration 25Q: 3 clusters Score -1.522341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -15223435.000000 Penalty: 5684.515137
	Iteration 26Q: 3 clusters Score -1.522344e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -15223449.000000 Penalty: 5684.515137
	Iteration 27Q: 3 clusters Score -1.522345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -15223457.000000 Penalty: 5684.515137
	Iteration 28Q: 3 clusters Score -1.522346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -15223481.000000 Penalty: 5684.515137
	Iteration 29Q: 3 clusters Score -1.522348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15223486.000000 Penalty: 5684.515137
	Iteration 30Q: 3 clusters Score -1.522349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15223497.000000 Penalty: 5684.515137
	Iteration 31Q: 3 clusters Score -1.52235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93340 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15223511.000000 Penalty: 5684.515137
	Iteration 32Q: 3 clusters Score -1.522351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15223523.000000 Penalty: 5684.515137
	Iteration 33Q: 3 clusters Score -1.522352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15223528.000000 Penalty: 5684.515137
	Iteration 34Q: 3 clusters Score -1.522353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15223512.000000 Penalty: 5684.515137
	Iteration 35Q: 3 clusters Score -1.522351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93391 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15223523.000000 Penalty: 5684.515137
	Iteration 36Q: 3 clusters Score -1.522352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -15223526.000000 Penalty: 5684.515137
	Iteration 37Q: 3 clusters Score -1.522353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15223530.000000 Penalty: 5684.515137
	Iteration 38Q: 3 clusters Score -1.522353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15223529.000000 Penalty: 5684.515137
	Iteration 39Q: 3 clusters Score -1.522353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15223528.000000 Penalty: 5684.515137
	Iteration 40F: 3 clusters Score -1.522353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15223539.000000 Penalty: 5684.515137
	Iteration 41Q: 3 clusters Score -1.522354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15223545.000000 Penalty: 5684.515137
	Iteration 42Q: 3 clusters Score -1.522354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93464 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15223544.000000 Penalty: 5684.515137
	Iteration 43Q: 3 clusters Score -1.522354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -15223549.000000 Penalty: 5684.515137
	Iteration 44Q: 3 clusters Score -1.522355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15223553.000000 Penalty: 5684.515137
	Iteration 45Q: 3 clusters Score -1.522355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15223556.000000 Penalty: 5684.515137
	Iteration 46Q: 3 clusters Score -1.522356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15223546.000000 Penalty: 5684.515137
	Iteration 47Q: 3 clusters Score -1.522355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15223550.000000 Penalty: 5684.515137
	Iteration 48Q: 3 clusters Score -1.522355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -15223554.000000 Penalty: 5684.515137
	Iteration 49Q: 3 clusters Score -1.522355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15223569.000000 Penalty: 5684.515137
	Iteration 50Q: 3 clusters Score -1.522357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15223573.000000 Penalty: 5684.515137
	Iteration 51Q: 3 clusters Score -1.522357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15223581.000000 Penalty: 5684.515137
	Iteration 52Q: 3 clusters Score -1.522358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15223580.000000 Penalty: 5684.515137
	Iteration 53Q: 3 clusters Score -1.522358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15223589.000000 Penalty: 5684.515137
	Iteration 54Q: 3 clusters Score -1.522359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15223585.000000 Penalty: 5684.515137
	Iteration 55Q: 3 clusters Score -1.522358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15223587.000000 Penalty: 5684.515137
	Iteration 56Q: 3 clusters Score -1.522359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15223583.000000 Penalty: 5684.515137
	Iteration 57Q: 3 clusters Score -1.522358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15223587.000000 Penalty: 5684.515137
	Iteration 58Q: 3 clusters Score -1.522359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15223594.000000 Penalty: 5684.515137
	Iteration 59Q: 3 clusters Score -1.522359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15223582.000000 Penalty: 5684.515137
	Iteration 60F: 3 clusters Score -1.522358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15223595.000000 Penalty: 5684.515137
	Iteration 61Q: 3 clusters Score -1.52236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15223599.000000 Penalty: 5684.515137
	Iteration 62Q: 3 clusters Score -1.52236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -15223597.000000 Penalty: 5684.515137
	Iteration 63Q: 3 clusters Score -1.52236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -15223592.000000 Penalty: 5684.515137
	Iteration 64Q: 3 clusters Score -1.522359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -15223582.000000 Penalty: 5684.515137
	Iteration 65Q: 3 clusters Score -1.522358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15223582.000000 Penalty: 5684.515137
	Iteration 66Q: 3 clusters Score -1.522358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15223591.000000 Penalty: 5684.515137
	Iteration 67Q: 3 clusters Score -1.522359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15223597.000000 Penalty: 5684.515137
	Iteration 68Q: 3 clusters Score -1.52236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15223595.000000 Penalty: 5684.515137
	Iteration 69Q: 3 clusters Score -1.52236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15223601.000000 Penalty: 5684.515137
	Iteration 70Q: 3 clusters Score -1.52236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15223601.000000 Penalty: 5684.515137
	Iteration 71F: 3 clusters Score -1.52236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Entering Unmasked Estep 
Score: -2201261.000000 Penalty: 2366.135010
	Iteration 0F: 2 clusters Score -2201261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2191016.000000 Penalty: 4732.270020
	Iteration 0F: 3 clusters Score -2191016 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2194318.250000 Penalty: 4732.270020
	Iteration 1F: 3 clusters Score -2194318 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2194760.000000 Penalty: 4732.270020
	Iteration 2F: 3 clusters Score -2194760 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2195170.500000 Penalty: 4732.270020
	Iteration 3F: 3 clusters Score -2195170 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2195559.000000 Penalty: 4732.270020
	Iteration 4F: 3 clusters Score -2195559 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2195915.750000 Penalty: 4732.270020
	Iteration 5F: 3 clusters Score -2195916 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2196249.000000 Penalty: 4732.270020
	Iteration 6Q: 3 clusters Score -2196249 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2196553.500000 Penalty: 4732.270020
	Iteration 7Q: 3 clusters Score -2196554 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2196860.750000 Penalty: 4732.270020
	Iteration 8Q: 3 clusters Score -2196861 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2197169.750000 Penalty: 4732.270020
	Iteration 9Q: 3 clusters Score -2197170 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2197471.000000 Penalty: 4732.270020
	Iteration 10Q: 3 clusters Score -2197471 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2197759.250000 Penalty: 4732.270020
	Iteration 11Q: 3 clusters Score -2197759 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2198032.750000 Penalty: 4732.270020
	Iteration 12Q: 3 clusters Score -2198033 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2198274.750000 Penalty: 4732.270020
	Iteration 13Q: 3 clusters Score -2198275 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2198516.000000 Penalty: 4732.270020
	Iteration 14Q: 3 clusters Score -2198516 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2198745.500000 Penalty: 4732.270020
	Iteration 15Q: 3 clusters Score -2198746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2198928.750000 Penalty: 4732.270020
	Iteration 16Q: 3 clusters Score -2198929 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2199067.250000 Penalty: 4732.270020
	Iteration 17Q: 3 clusters Score -2199067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2199135.250000 Penalty: 4732.270020
	Iteration 18Q: 3 clusters Score -2199135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2199183.000000 Penalty: 4732.270020
	Iteration 19Q: 3 clusters Score -2199183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2199215.250000 Penalty: 4732.270020
	Iteration 20F: 3 clusters Score -2199215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2199238.250000 Penalty: 4732.270020
	Iteration 21Q: 3 clusters Score -2199238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2199252.500000 Penalty: 4732.270020
	Iteration 22Q: 3 clusters Score -2199252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2199261.000000 Penalty: 4732.270020
	Iteration 23Q: 3 clusters Score -2199261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2199273.000000 Penalty: 4732.270020
	Iteration 24Q: 3 clusters Score -2199273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2199281.500000 Penalty: 4732.270020
	Iteration 25Q: 3 clusters Score -2199282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2199286.750000 Penalty: 4732.270020
	Iteration 26Q: 3 clusters Score -2199287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2199289.500000 Penalty: 4732.270020
	Iteration 27Q: 3 clusters Score -2199290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2199293.000000 Penalty: 4732.270020
	Iteration 28Q: 3 clusters Score -2199293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2199301.250000 Penalty: 4732.270020
	Iteration 29Q: 3 clusters Score -2199301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2199305.500000 Penalty: 4732.270020
	Iteration 30Q: 3 clusters Score -2199306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2199309.750000 Penalty: 4732.270020
	Iteration 31Q: 3 clusters Score -2199310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2199311.500000 Penalty: 4732.270020
	Iteration 32Q: 3 clusters Score -2199312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2199309.500000 Penalty: 4732.270020
	Iteration 33Q: 3 clusters Score -2199310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2199314.000000 Penalty: 4732.270020
	Iteration 34Q: 3 clusters Score -2199314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2199314.000000 Penalty: 4732.270020
	Iteration 35Q: 3 clusters Score -2199314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2199314.000000 Penalty: 4732.270020
	Iteration 36F: 3 clusters Score -2199314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Entering Unmasked Estep 
Score: -1081835.000000 Penalty: 2213.347656
	Iteration 0F: 2 clusters Score -1081835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1075756.875000 Penalty: 4426.695312
	Iteration 0F: 3 clusters Score -1075757 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1078009.000000 Penalty: 4426.695312
	Iteration 1F: 3 clusters Score -1078009 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1078803.000000 Penalty: 4426.695312
	Iteration 2F: 3 clusters Score -1078803 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1079483.375000 Penalty: 4426.695312
	Iteration 3F: 3 clusters Score -1079483 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1079942.375000 Penalty: 4426.695312
	Iteration 4F: 3 clusters Score -1079942 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1080265.125000 Penalty: 4426.695312
	Iteration 5F: 3 clusters Score -1080265 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1080505.500000 Penalty: 4426.695312
	Iteration 6Q: 3 clusters Score -1080506 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1080651.250000 Penalty: 4426.695312
	Iteration 7Q: 3 clusters Score -1080651 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1080738.375000 Penalty: 4426.695312
	Iteration 8Q: 3 clusters Score -1080738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1080788.500000 Penalty: 4426.695312
	Iteration 9Q: 3 clusters Score -1080788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1080825.750000 Penalty: 4426.695312
	Iteration 10Q: 3 clusters Score -1080826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1080847.750000 Penalty: 4426.695312
	Iteration 11Q: 3 clusters Score -1080848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1080868.500000 Penalty: 4426.695312
	Iteration 12Q: 3 clusters Score -1080868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1080882.125000 Penalty: 4426.695312
	Iteration 13Q: 3 clusters Score -1080882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1080890.875000 Penalty: 4426.695312
	Iteration 14Q: 3 clusters Score -1080891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1080895.500000 Penalty: 4426.695312
	Iteration 15Q: 3 clusters Score -1080896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1080897.250000 Penalty: 4426.695312
	Iteration 16Q: 3 clusters Score -1080897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1080905.000000 Penalty: 4426.695312
	Iteration 17Q: 3 clusters Score -1080905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1080911.250000 Penalty: 4426.695312
	Iteration 18Q: 3 clusters Score -1080911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1080913.250000 Penalty: 4426.695312
	Iteration 19Q: 3 clusters Score -1080913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1080918.000000 Penalty: 4426.695312
	Iteration 20F: 3 clusters Score -1080918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1080917.875000 Penalty: 4426.695312
	Iteration 21Q: 3 clusters Score -1080918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1080922.000000 Penalty: 4426.695312
	Iteration 22Q: 3 clusters Score -1080922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1080923.250000 Penalty: 4426.695312
	Iteration 23Q: 3 clusters Score -1080923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1080927.125000 Penalty: 4426.695312
	Iteration 24Q: 3 clusters Score -1080927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1080926.125000 Penalty: 4426.695312
	Iteration 25Q: 3 clusters Score -1080926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1080930.250000 Penalty: 4426.695312
	Iteration 26Q: 3 clusters Score -1080930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1080930.000000 Penalty: 4426.695312
	Iteration 27Q: 3 clusters Score -1080930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1080929.750000 Penalty: 4426.695312
	Iteration 28Q: 3 clusters Score -1080930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1080929.000000 Penalty: 4426.695312
	Iteration 29Q: 3 clusters Score -1080929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1080931.125000 Penalty: 4426.695312
	Iteration 30Q: 3 clusters Score -1080931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1080931.125000 Penalty: 4426.695312
	Iteration 31F: 3 clusters Score -1080931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (89049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Entering Unmasked Estep 
Score: -14110595.000000 Penalty: 2826.441650
	Iteration 0F: 2 clusters Score -1.41106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -14055707.000000 Penalty: 5652.883301
	Iteration 0F: 3 clusters Score -1.405571e+07 nChanged 41927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -14079226.000000 Penalty: 5652.883301
	Iteration 1F: 3 clusters Score -1.407923e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -14079877.000000 Penalty: 5652.883301
	Iteration 2Q: 3 clusters Score -1.407988e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -14080452.000000 Penalty: 5652.883301
	Iteration 3Q: 3 clusters Score -1.408045e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -14081043.000000 Penalty: 5652.883301
	Iteration 4Q: 3 clusters Score -1.408104e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -14082089.000000 Penalty: 5652.883301
	Iteration 5Q: 3 clusters Score -1.408209e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -14083488.000000 Penalty: 5652.883301
	Iteration 6Q: 3 clusters Score -1.408349e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -14085536.000000 Penalty: 5652.883301
	Iteration 7Q: 3 clusters Score -1.408554e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -14088707.000000 Penalty: 5652.883301
	Iteration 8F: 3 clusters Score -1.408871e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -14092839.000000 Penalty: 5652.883301
	Iteration 9F: 3 clusters Score -1.409284e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -14097733.000000 Penalty: 5652.883301
	Iteration 10F: 3 clusters Score -1.409773e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -14102273.000000 Penalty: 5652.883301
	Iteration 11F: 3 clusters Score -1.410227e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -14105538.000000 Penalty: 5652.883301
	Iteration 12Q: 3 clusters Score -1.410554e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -14107258.000000 Penalty: 5652.883301
	Iteration 13Q: 3 clusters Score -1.410726e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -14108124.000000 Penalty: 5652.883301
	Iteration 14Q: 3 clusters Score -1.410812e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -14108480.000000 Penalty: 5652.883301
	Iteration 15Q: 3 clusters Score -1.410848e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -14108702.000000 Penalty: 5652.883301
	Iteration 16Q: 3 clusters Score -1.41087e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -14108772.000000 Penalty: 5652.883301
	Iteration 17Q: 3 clusters Score -1.410877e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -14108823.000000 Penalty: 5652.883301
	Iteration 18Q: 3 clusters Score -1.410882e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -14108852.000000 Penalty: 5652.883301
	Iteration 19Q: 3 clusters Score -1.410885e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -14108905.000000 Penalty: 5652.883301
	Iteration 20F: 3 clusters Score -1.41089e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14108904.000000 Penalty: 5652.883301
	Iteration 21Q: 3 clusters Score -1.41089e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -14108910.000000 Penalty: 5652.883301
	Iteration 22Q: 3 clusters Score -1.410891e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14108921.000000 Penalty: 5652.883301
	Iteration 23Q: 3 clusters Score -1.410892e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -14108930.000000 Penalty: 5652.883301
	Iteration 24Q: 3 clusters Score -1.410893e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -14108961.000000 Penalty: 5652.883301
	Iteration 25Q: 3 clusters Score -1.410896e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -14108961.000000 Penalty: 5652.883301
	Iteration 26Q: 3 clusters Score -1.410896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14108963.000000 Penalty: 5652.883301
	Iteration 27Q: 3 clusters Score -1.410896e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14108964.000000 Penalty: 5652.883301
	Iteration 28Q: 3 clusters Score -1.410896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -14108942.000000 Penalty: 5652.883301
	Iteration 29Q: 3 clusters Score -1.410894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -14108963.000000 Penalty: 5652.883301
	Iteration 30Q: 3 clusters Score -1.410896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -14108971.000000 Penalty: 5652.883301
	Iteration 31Q: 3 clusters Score -1.410897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -14108952.000000 Penalty: 5652.883301
	Iteration 32Q: 3 clusters Score -1.410895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -14108955.000000 Penalty: 5652.883301
	Iteration 33Q: 3 clusters Score -1.410896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -14108939.000000 Penalty: 5652.883301
	Iteration 34Q: 3 clusters Score -1.410894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87110 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -14108933.000000 Penalty: 5652.883301
	Iteration 35Q: 3 clusters Score -1.410893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14108907.000000 Penalty: 5652.883301
	Iteration 36Q: 3 clusters Score -1.410891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -14108919.000000 Penalty: 5652.883301
	Iteration 37Q: 3 clusters Score -1.410892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14108919.000000 Penalty: 5652.883301
	Iteration 38Q: 3 clusters Score -1.410892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -14108935.000000 Penalty: 5652.883301
	Iteration 39Q: 3 clusters Score -1.410894e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14108922.000000 Penalty: 5652.883301
	Iteration 40F: 3 clusters Score -1.410892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -14108930.000000 Penalty: 5652.883301
	Iteration 41Q: 3 clusters Score -1.410893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14108921.000000 Penalty: 5652.883301
	Iteration 42Q: 3 clusters Score -1.410892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -14108932.000000 Penalty: 5652.883301
	Iteration 43Q: 3 clusters Score -1.410893e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -14108944.000000 Penalty: 5652.883301
	Iteration 44Q: 3 clusters Score -1.410894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -14108940.000000 Penalty: 5652.883301
	Iteration 45Q: 3 clusters Score -1.410894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -14108945.000000 Penalty: 5652.883301
	Iteration 46Q: 3 clusters Score -1.410894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14108953.000000 Penalty: 5652.883301
	Iteration 47Q: 3 clusters Score -1.410895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -14108963.000000 Penalty: 5652.883301
	Iteration 48Q: 3 clusters Score -1.410896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14108951.000000 Penalty: 5652.883301
	Iteration 49Q: 3 clusters Score -1.410895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14108960.000000 Penalty: 5652.883301
	Iteration 50Q: 3 clusters Score -1.410896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14108964.000000 Penalty: 5652.883301
	Iteration 51Q: 3 clusters Score -1.410896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -14108966.000000 Penalty: 5652.883301
	Iteration 52Q: 3 clusters Score -1.410897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14108964.000000 Penalty: 5652.883301
	Iteration 53Q: 3 clusters Score -1.410896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -14108961.000000 Penalty: 5652.883301
	Iteration 54Q: 3 clusters Score -1.410896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -14108961.000000 Penalty: 5652.883301
	Iteration 55F: 3 clusters Score -1.410896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Entering Unmasked Estep 
Score: -3799925.750000 Penalty: 2515.370605
	Iteration 0F: 2 clusters Score -3799926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3782422.000000 Penalty: 5030.741211
	Iteration 0F: 3 clusters Score -3782422 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3789333.000000 Penalty: 5030.741211
	Iteration 1F: 3 clusters Score -3789333 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3790632.250000 Penalty: 5030.741211
	Iteration 2F: 3 clusters Score -3790632 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3792037.750000 Penalty: 5030.741211
	Iteration 3F: 3 clusters Score -3792038 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3793355.250000 Penalty: 5030.741211
	Iteration 4F: 3 clusters Score -3793355 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3794416.500000 Penalty: 5030.741211
	Iteration 5F: 3 clusters Score -3794416 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3795342.750000 Penalty: 5030.741211
	Iteration 6F: 3 clusters Score -3795343 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3796198.500000 Penalty: 5030.741211
	Iteration 7Q: 3 clusters Score -3796198 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3796936.750000 Penalty: 5030.741211
	Iteration 8Q: 3 clusters Score -3796937 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3797517.750000 Penalty: 5030.741211
	Iteration 9Q: 3 clusters Score -3797518 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3797970.500000 Penalty: 5030.741211
	Iteration 10Q: 3 clusters Score -3797970 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3798359.000000 Penalty: 5030.741211
	Iteration 11Q: 3 clusters Score -3798359 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3798738.500000 Penalty: 5030.741211
	Iteration 12Q: 3 clusters Score -3798738 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3799057.500000 Penalty: 5030.741211
	Iteration 13Q: 3 clusters Score -3799058 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3799329.250000 Penalty: 5030.741211
	Iteration 14Q: 3 clusters Score -3799329 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3799561.500000 Penalty: 5030.741211
	Iteration 15Q: 3 clusters Score -3799562 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3799772.000000 Penalty: 5030.741211
	Iteration 16Q: 3 clusters Score -3799772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3799914.250000 Penalty: 5030.741211
	Iteration 17Q: 3 clusters Score -3799914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3800025.250000 Penalty: 5030.741211
	Iteration 18Q: 3 clusters Score -3800025 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3800089.750000 Penalty: 5030.741211
	Iteration 19Q: 3 clusters Score -3800090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3800122.750000 Penalty: 5030.741211
	Iteration 20F: 3 clusters Score -3800123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3800142.250000 Penalty: 5030.741211
	Iteration 21Q: 3 clusters Score -3800142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3800154.500000 Penalty: 5030.741211
	Iteration 22Q: 3 clusters Score -3800154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3800161.250000 Penalty: 5030.741211
	Iteration 23Q: 3 clusters Score -3800161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3800168.250000 Penalty: 5030.741211
	Iteration 24Q: 3 clusters Score -3800168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3800168.250000 Penalty: 5030.741211
	Iteration 25Q: 3 clusters Score -3800168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3800176.000000 Penalty: 5030.741211
	Iteration 26Q: 3 clusters Score -3800176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3800182.000000 Penalty: 5030.741211
	Iteration 27Q: 3 clusters Score -3800182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3800182.000000 Penalty: 5030.741211
	Iteration 28Q: 3 clusters Score -3800182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3800180.000000 Penalty: 5030.741211
	Iteration 29Q: 3 clusters Score -3800180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3800182.000000 Penalty: 5030.741211
	Iteration 30Q: 3 clusters Score -3800182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3800183.500000 Penalty: 5030.741211
	Iteration 31Q: 3 clusters Score -3800184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3800184.250000 Penalty: 5030.741211
	Iteration 32Q: 3 clusters Score -3800184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3800183.500000 Penalty: 5030.741211
	Iteration 33Q: 3 clusters Score -3800184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3800181.250000 Penalty: 5030.741211
	Iteration 34Q: 3 clusters Score -3800181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3800185.500000 Penalty: 5030.741211
	Iteration 35Q: 3 clusters Score -3800186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3800185.500000 Penalty: 5030.741211
	Iteration 36F: 3 clusters Score -3800186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 23056 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 2347 members 
Entering Unmasked Estep 
Score: -151888096.000000 Penalty: 208988.609375
Splitting cluster 29 changes total score from -151888464.000000 to -151888096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (11102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Entering Unmasked Estep 
Score: -1723874.625000 Penalty: 2310.090332
	Iteration 0F: 2 clusters Score -1723875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1715503.000000 Penalty: 4620.180664
	Iteration 0F: 3 clusters Score -1715503 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1717982.375000 Penalty: 4620.180664
	Iteration 1F: 3 clusters Score -1717982 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1718385.750000 Penalty: 4620.180664
	Iteration 2F: 3 clusters Score -1718386 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1718726.750000 Penalty: 4620.180664
	Iteration 3F: 3 clusters Score -1718727 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1719082.875000 Penalty: 4620.180664
	Iteration 4F: 3 clusters Score -1719083 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1719461.125000 Penalty: 4620.180664
	Iteration 5F: 3 clusters Score -1719461 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1719872.625000 Penalty: 4620.180664
	Iteration 6F: 3 clusters Score -1719873 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1720316.625000 Penalty: 4620.180664
	Iteration 7F: 3 clusters Score -1720317 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1720723.875000 Penalty: 4620.180664
	Iteration 8F: 3 clusters Score -1720724 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1721088.000000 Penalty: 4620.180664
	Iteration 9Q: 3 clusters Score -1721088 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1721364.750000 Penalty: 4620.180664
	Iteration 10Q: 3 clusters Score -1721365 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1721571.125000 Penalty: 4620.180664
	Iteration 11Q: 3 clusters Score -1721571 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1721715.750000 Penalty: 4620.180664
	Iteration 12Q: 3 clusters Score -1721716 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1721847.750000 Penalty: 4620.180664
	Iteration 13Q: 3 clusters Score -1721848 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1722026.125000 Penalty: 4620.180664
	Iteration 14Q: 3 clusters Score -1722026 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1722187.375000 Penalty: 4620.180664
	Iteration 15Q: 3 clusters Score -1722187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1722257.375000 Penalty: 4620.180664
	Iteration 16Q: 3 clusters Score -1722257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1722297.250000 Penalty: 4620.180664
	Iteration 17Q: 3 clusters Score -1722297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1722319.500000 Penalty: 4620.180664
	Iteration 18Q: 3 clusters Score -1722320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1722336.000000 Penalty: 4620.180664
	Iteration 19Q: 3 clusters Score -1722336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1722343.500000 Penalty: 4620.180664
	Iteration 20F: 3 clusters Score -1722344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1722355.750000 Penalty: 4620.180664
	Iteration 21Q: 3 clusters Score -1722356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1722359.875000 Penalty: 4620.180664
	Iteration 22Q: 3 clusters Score -1722360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1722361.250000 Penalty: 4620.180664
	Iteration 23Q: 3 clusters Score -1722361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1722362.375000 Penalty: 4620.180664
	Iteration 24Q: 3 clusters Score -1722362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1722362.875000 Penalty: 4620.180664
	Iteration 25Q: 3 clusters Score -1722363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1722367.875000 Penalty: 4620.180664
	Iteration 26Q: 3 clusters Score -1722368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1722366.625000 Penalty: 4620.180664
	Iteration 27Q: 3 clusters Score -1722367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1722368.000000 Penalty: 4620.180664
	Iteration 28Q: 3 clusters Score -1722368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1722368.375000 Penalty: 4620.180664
	Iteration 29Q: 3 clusters Score -1722368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1722373.250000 Penalty: 4620.180664
	Iteration 30Q: 3 clusters Score -1722373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1722373.000000 Penalty: 4620.180664
	Iteration 31Q: 3 clusters Score -1722373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1722374.875000 Penalty: 4620.180664
	Iteration 32Q: 3 clusters Score -1722375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1722377.125000 Penalty: 4620.180664
	Iteration 33Q: 3 clusters Score -1722377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1722377.375000 Penalty: 4620.180664
	Iteration 34Q: 3 clusters Score -1722377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1722380.750000 Penalty: 4620.180664
	Iteration 35Q: 3 clusters Score -1722381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1722382.125000 Penalty: 4620.180664
	Iteration 36Q: 3 clusters Score -1722382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1722386.375000 Penalty: 4620.180664
	Iteration 37Q: 3 clusters Score -1722386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1722394.125000 Penalty: 4620.180664
	Iteration 38Q: 3 clusters Score -1722394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1722396.875000 Penalty: 4620.180664
	Iteration 39Q: 3 clusters Score -1722397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1722399.750000 Penalty: 4620.180664
	Iteration 40F: 3 clusters Score -1722400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1722404.375000 Penalty: 4620.180664
	Iteration 41Q: 3 clusters Score -1722404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1722407.625000 Penalty: 4620.180664
	Iteration 42Q: 3 clusters Score -1722408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1722408.750000 Penalty: 4620.180664
	Iteration 43Q: 3 clusters Score -1722409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1722408.250000 Penalty: 4620.180664
	Iteration 44Q: 3 clusters Score -1722408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1722414.750000 Penalty: 4620.180664
	Iteration 45Q: 3 clusters Score -1722415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1722417.500000 Penalty: 4620.180664
	Iteration 46Q: 3 clusters Score -1722418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1722417.250000 Penalty: 4620.180664
	Iteration 47Q: 3 clusters Score -1722417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1722421.500000 Penalty: 4620.180664
	Iteration 48Q: 3 clusters Score -1722422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1722428.875000 Penalty: 4620.180664
	Iteration 49Q: 3 clusters Score -1722429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1722431.125000 Penalty: 4620.180664
	Iteration 50Q: 3 clusters Score -1722431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1722432.750000 Penalty: 4620.180664
	Iteration 51Q: 3 clusters Score -1722433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1722439.375000 Penalty: 4620.180664
	Iteration 52Q: 3 clusters Score -1722439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1722442.875000 Penalty: 4620.180664
	Iteration 53Q: 3 clusters Score -1722443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1722449.000000 Penalty: 4620.180664
	Iteration 54Q: 3 clusters Score -1722449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1722453.375000 Penalty: 4620.180664
	Iteration 55Q: 3 clusters Score -1722453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1722455.250000 Penalty: 4620.180664
	Iteration 56Q: 3 clusters Score -1722455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1722454.500000 Penalty: 4620.180664
	Iteration 57Q: 3 clusters Score -1722454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1722463.250000 Penalty: 4620.180664
	Iteration 58Q: 3 clusters Score -1722463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1722462.125000 Penalty: 4620.180664
	Iteration 59Q: 3 clusters Score -1722462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1722461.750000 Penalty: 4620.180664
	Iteration 60F: 3 clusters Score -1722462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1722462.250000 Penalty: 4620.180664
	Iteration 61Q: 3 clusters Score -1722462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1722461.875000 Penalty: 4620.180664
	Iteration 62Q: 3 clusters Score -1722462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1722461.875000 Penalty: 4620.180664
	Iteration 63F: 3 clusters Score -1722462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -208550.187500 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -208550.2 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 682 members 
Entering Unmasked Estep 
Score: -206363.203125 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -206363.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -206699.234375 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -206699.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -206794.296875 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -206794.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -206841.281250 Penalty: 3573.258057
	Iteration 3Q: 3 clusters Score -206841.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -206860.484375 Penalty: 3573.258057
	Iteration 4Q: 3 clusters Score -206860.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -206874.671875 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -206874.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -206885.375000 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -206885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206895.843750 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -206895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -206911.390625 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -206911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -206927.968750 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -206928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206936.171875 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -206936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206940.937500 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -206940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206946.234375 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -206946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -206949.312500 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -206949.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -206949.312500 Penalty: 3573.258057
	Iteration 14F: 3 clusters Score -206949.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -1014996.687500 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -1014997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1009426.125000 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -1009426 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1010966.812500 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -1010967 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1011263.750000 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -1011264 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1011422.375000 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -1011422 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1011521.937500 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -1011522 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1011619.250000 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -1011619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1011711.937500 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -1011712 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1011807.562500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -1011808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1011898.875000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -1011899 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1011997.812500 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -1011998 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1012090.250000 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -1012090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1012172.562500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -1012173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1012253.250000 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -1012253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1012341.625000 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -1012342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1012421.437500 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -1012421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1012482.750000 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -1012483 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1012540.500000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -1012540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1012587.437500 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -1012587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1012636.187500 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -1012636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1012688.125000 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -1012688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1012745.375000 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -1012745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1012796.250000 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -1012796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1012852.250000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -1012852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1012904.250000 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -1012904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1012947.750000 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -1012948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1012981.125000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -1012981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1013019.000000 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -1013019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1013056.000000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -1013056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1013106.875000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -1013107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1013144.312500 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -1013144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1013162.812500 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -1013163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1013177.375000 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -1013177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1013187.937500 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -1013188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1013195.375000 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -1013195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1013202.500000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -1013202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1013208.187500 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -1013208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1013215.125000 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -1013215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1013224.500000 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -1013224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1013236.062500 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -1013236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1013247.000000 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -1013247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1013255.312500 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -1013255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1013258.750000 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -1013259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1013268.062500 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -1013268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1013273.687500 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -1013274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1013279.187500 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -1013279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1013288.937500 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -1013289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1013299.000000 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -1013299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1013305.312500 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -1013305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1013310.125000 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -1013310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1013314.437500 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -1013314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1013321.562500 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -1013322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1013325.437500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -1013325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1013332.562500 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -1013333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1013341.250000 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -1013341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1013347.625000 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -1013348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1013352.437500 Penalty: 4372.202637
	Iteration 55Q: 3 clusters Score -1013352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1013358.062500 Penalty: 4372.202637
	Iteration 56Q: 3 clusters Score -1013358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1013363.125000 Penalty: 4372.202637
	Iteration 57Q: 3 clusters Score -1013363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1013374.062500 Penalty: 4372.202637
	Iteration 58Q: 3 clusters Score -1013374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1013379.937500 Penalty: 4372.202637
	Iteration 59Q: 3 clusters Score -1013380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1013387.625000 Penalty: 4372.202637
	Iteration 60F: 3 clusters Score -1013388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1013393.500000 Penalty: 4372.202637
	Iteration 61Q: 3 clusters Score -1013394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1013397.687500 Penalty: 4372.202637
	Iteration 62Q: 3 clusters Score -1013398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1013401.250000 Penalty: 4372.202637
	Iteration 63Q: 3 clusters Score -1013401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1013406.312500 Penalty: 4372.202637
	Iteration 64Q: 3 clusters Score -1013406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1013410.937500 Penalty: 4372.202637
	Iteration 65Q: 3 clusters Score -1013411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1013416.187500 Penalty: 4372.202637
	Iteration 66Q: 3 clusters Score -1013416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1013423.750000 Penalty: 4372.202637
	Iteration 67Q: 3 clusters Score -1013424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1013432.062500 Penalty: 4372.202637
	Iteration 68Q: 3 clusters Score -1013432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1013435.125000 Penalty: 4372.202637
	Iteration 69Q: 3 clusters Score -1013435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1013438.625000 Penalty: 4372.202637
	Iteration 70Q: 3 clusters Score -1013439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1013440.812500 Penalty: 4372.202637
	Iteration 71Q: 3 clusters Score -1013441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1013444.750000 Penalty: 4372.202637
	Iteration 72Q: 3 clusters Score -1013445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1013448.000000 Penalty: 4372.202637
	Iteration 73Q: 3 clusters Score -1013448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1013449.812500 Penalty: 4372.202637
	Iteration 74Q: 3 clusters Score -1013450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1013455.687500 Penalty: 4372.202637
	Iteration 75Q: 3 clusters Score -1013456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1013459.750000 Penalty: 4372.202637
	Iteration 76Q: 3 clusters Score -1013460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1013463.562500 Penalty: 4372.202637
	Iteration 77Q: 3 clusters Score -1013464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1013468.625000 Penalty: 4372.202637
	Iteration 78Q: 3 clusters Score -1013469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1013472.937500 Penalty: 4372.202637
	Iteration 79Q: 3 clusters Score -1013473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1013481.000000 Penalty: 4372.202637
	Iteration 80F: 3 clusters Score -1013481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1013488.687500 Penalty: 4372.202637
	Iteration 81Q: 3 clusters Score -1013489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1013492.312500 Penalty: 4372.202637
	Iteration 82Q: 3 clusters Score -1013492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1013499.062500 Penalty: 4372.202637
	Iteration 83Q: 3 clusters Score -1013499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1013501.375000 Penalty: 4372.202637
	Iteration 84Q: 3 clusters Score -1013501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1013505.625000 Penalty: 4372.202637
	Iteration 85Q: 3 clusters Score -1013506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1013510.375000 Penalty: 4372.202637
	Iteration 86Q: 3 clusters Score -1013510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1013517.187500 Penalty: 4372.202637
	Iteration 87Q: 3 clusters Score -1013517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1013518.250000 Penalty: 4372.202637
	Iteration 88Q: 3 clusters Score -1013518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1013519.875000 Penalty: 4372.202637
	Iteration 89Q: 3 clusters Score -1013520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1013521.687500 Penalty: 4372.202637
	Iteration 90Q: 3 clusters Score -1013522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1013522.250000 Penalty: 4372.202637
	Iteration 91Q: 3 clusters Score -1013522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1013524.000000 Penalty: 4372.202637
	Iteration 92Q: 3 clusters Score -1013524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1013530.250000 Penalty: 4372.202637
	Iteration 93Q: 3 clusters Score -1013530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1013534.062500 Penalty: 4372.202637
	Iteration 94Q: 3 clusters Score -1013534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1013538.312500 Penalty: 4372.202637
	Iteration 95Q: 3 clusters Score -1013538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1013537.562500 Penalty: 4372.202637
	Iteration 96Q: 3 clusters Score -1013538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1013539.375000 Penalty: 4372.202637
	Iteration 97Q: 3 clusters Score -1013539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1013539.437500 Penalty: 4372.202637
	Iteration 98Q: 3 clusters Score -1013539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1013540.312500 Penalty: 4372.202637
	Iteration 99Q: 3 clusters Score -1013540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1013546.375000 Penalty: 4372.202637
	Iteration 100F: 3 clusters Score -1013546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1013551.062500 Penalty: 4372.202637
	Iteration 101Q: 3 clusters Score -1013551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1013554.500000 Penalty: 4372.202637
	Iteration 102Q: 3 clusters Score -1013554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1013555.812500 Penalty: 4372.202637
	Iteration 103Q: 3 clusters Score -1013556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1013560.375000 Penalty: 4372.202637
	Iteration 104Q: 3 clusters Score -1013560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1013561.187500 Penalty: 4372.202637
	Iteration 105Q: 3 clusters Score -1013561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1013563.125000 Penalty: 4372.202637
	Iteration 106Q: 3 clusters Score -1013563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1013567.875000 Penalty: 4372.202637
	Iteration 107Q: 3 clusters Score -1013568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1013567.750000 Penalty: 4372.202637
	Iteration 108Q: 3 clusters Score -1013568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1013569.250000 Penalty: 4372.202637
	Iteration 109Q: 3 clusters Score -1013569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1013569.250000 Penalty: 4372.202637
	Iteration 110F: 3 clusters Score -1013569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -456344.218750 Penalty: 1980.231201
	Iteration 0F: 2 clusters Score -456344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -453130.125000 Penalty: 3960.462402
	Iteration 0F: 3 clusters Score -453130.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -453924.500000 Penalty: 3960.462402
	Iteration 1F: 3 clusters Score -453924.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -454111.437500 Penalty: 3960.462402
	Iteration 2F: 3 clusters Score -454111.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -454181.843750 Penalty: 3960.462402
	Iteration 3Q: 3 clusters Score -454181.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -454233.312500 Penalty: 3960.462402
	Iteration 4Q: 3 clusters Score -454233.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -454271.156250 Penalty: 3960.462402
	Iteration 5Q: 3 clusters Score -454271.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -454303.062500 Penalty: 3960.462402
	Iteration 6Q: 3 clusters Score -454303.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -454334.468750 Penalty: 3960.462402
	Iteration 7Q: 3 clusters Score -454334.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -454372.250000 Penalty: 3960.462402
	Iteration 8Q: 3 clusters Score -454372.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -454418.843750 Penalty: 3960.462402
	Iteration 9Q: 3 clusters Score -454418.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -454476.125000 Penalty: 3960.462402
	Iteration 10Q: 3 clusters Score -454476.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -454538.250000 Penalty: 3960.462402
	Iteration 11Q: 3 clusters Score -454538.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -454611.125000 Penalty: 3960.462402
	Iteration 12Q: 3 clusters Score -454611.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -454677.906250 Penalty: 3960.462402
	Iteration 13Q: 3 clusters Score -454677.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -454740.437500 Penalty: 3960.462402
	Iteration 14Q: 3 clusters Score -454740.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -454792.562500 Penalty: 3960.462402
	Iteration 15Q: 3 clusters Score -454792.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -454833.562500 Penalty: 3960.462402
	Iteration 16Q: 3 clusters Score -454833.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -454864.937500 Penalty: 3960.462402
	Iteration 17Q: 3 clusters Score -454864.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -454890.093750 Penalty: 3960.462402
	Iteration 18Q: 3 clusters Score -454890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -454904.406250 Penalty: 3960.462402
	Iteration 19Q: 3 clusters Score -454904.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -454920.781250 Penalty: 3960.462402
	Iteration 20F: 3 clusters Score -454920.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -454932.750000 Penalty: 3960.462402
	Iteration 21Q: 3 clusters Score -454932.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -454944.250000 Penalty: 3960.462402
	Iteration 22Q: 3 clusters Score -454944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -454950.406250 Penalty: 3960.462402
	Iteration 23Q: 3 clusters Score -454950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -454954.125000 Penalty: 3960.462402
	Iteration 24Q: 3 clusters Score -454954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -454957.437500 Penalty: 3960.462402
	Iteration 25Q: 3 clusters Score -454957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -454965.406250 Penalty: 3960.462402
	Iteration 26Q: 3 clusters Score -454965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -454969.343750 Penalty: 3960.462402
	Iteration 27Q: 3 clusters Score -454969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -454972.750000 Penalty: 3960.462402
	Iteration 28Q: 3 clusters Score -454972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -454974.375000 Penalty: 3960.462402
	Iteration 29Q: 3 clusters Score -454974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -454977.562500 Penalty: 3960.462402
	Iteration 30Q: 3 clusters Score -454977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -454980.687500 Penalty: 3960.462402
	Iteration 31Q: 3 clusters Score -454980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -454986.250000 Penalty: 3960.462402
	Iteration 32Q: 3 clusters Score -454986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -454991.843750 Penalty: 3960.462402
	Iteration 33Q: 3 clusters Score -454991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -454995.906250 Penalty: 3960.462402
	Iteration 34Q: 3 clusters Score -454995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -454997.500000 Penalty: 3960.462402
	Iteration 35Q: 3 clusters Score -454997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -455001.687500 Penalty: 3960.462402
	Iteration 36Q: 3 clusters Score -455001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -455002.093750 Penalty: 3960.462402
	Iteration 37Q: 3 clusters Score -455002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -455002.093750 Penalty: 3960.462402
	Iteration 38F: 3 clusters Score -455002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -1519161.375000 Penalty: 2271.887207
	Iteration 0F: 2 clusters Score -1519161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1511745.875000 Penalty: 4543.774414
	Iteration 0F: 3 clusters Score -1511746 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1513814.500000 Penalty: 4543.774414
	Iteration 1F: 3 clusters Score -1513814 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1514099.250000 Penalty: 4543.774414
	Iteration 2F: 3 clusters Score -1514099 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1514352.500000 Penalty: 4543.774414
	Iteration 3F: 3 clusters Score -1514352 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1514580.375000 Penalty: 4543.774414
	Iteration 4Q: 3 clusters Score -1514580 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1514861.750000 Penalty: 4543.774414
	Iteration 5Q: 3 clusters Score -1514862 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1515209.125000 Penalty: 4543.774414
	Iteration 6F: 3 clusters Score -1515209 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1515647.625000 Penalty: 4543.774414
	Iteration 7F: 3 clusters Score -1515648 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1516136.625000 Penalty: 4543.774414
	Iteration 8F: 3 clusters Score -1516137 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1516624.875000 Penalty: 4543.774414
	Iteration 9F: 3 clusters Score -1516625 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1516968.875000 Penalty: 4543.774414
	Iteration 10F: 3 clusters Score -1516969 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1517169.250000 Penalty: 4543.774414
	Iteration 11Q: 3 clusters Score -1517169 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1517264.750000 Penalty: 4543.774414
	Iteration 12Q: 3 clusters Score -1517265 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1517326.375000 Penalty: 4543.774414
	Iteration 13Q: 3 clusters Score -1517326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1517351.125000 Penalty: 4543.774414
	Iteration 14Q: 3 clusters Score -1517351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1517369.375000 Penalty: 4543.774414
	Iteration 15Q: 3 clusters Score -1517369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1517372.500000 Penalty: 4543.774414
	Iteration 16Q: 3 clusters Score -1517372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1517375.875000 Penalty: 4543.774414
	Iteration 17Q: 3 clusters Score -1517376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1517376.000000 Penalty: 4543.774414
	Iteration 18Q: 3 clusters Score -1517376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1517380.375000 Penalty: 4543.774414
	Iteration 19Q: 3 clusters Score -1517380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1517377.750000 Penalty: 4543.774414
	Iteration 20F: 3 clusters Score -1517378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1517383.375000 Penalty: 4543.774414
	Iteration 21Q: 3 clusters Score -1517383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1517381.250000 Penalty: 4543.774414
	Iteration 22Q: 3 clusters Score -1517381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1517384.000000 Penalty: 4543.774414
	Iteration 23Q: 3 clusters Score -1517384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1517384.875000 Penalty: 4543.774414
	Iteration 24Q: 3 clusters Score -1517385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1517382.625000 Penalty: 4543.774414
	Iteration 25Q: 3 clusters Score -1517383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1517382.125000 Penalty: 4543.774414
	Iteration 26Q: 3 clusters Score -1517382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1517384.875000 Penalty: 4543.774414
	Iteration 27Q: 3 clusters Score -1517385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1517388.000000 Penalty: 4543.774414
	Iteration 28Q: 3 clusters Score -1517388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1517388.000000 Penalty: 4543.774414
	Iteration 29F: 3 clusters Score -1517388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -732856.500000 Penalty: 2100.792969
	Iteration 0F: 2 clusters Score -732856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -728519.312500 Penalty: 4201.585938
	Iteration 0F: 3 clusters Score -728519.3 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -729604.562500 Penalty: 4201.585938
	Iteration 1F: 3 clusters Score -729604.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -729848.000000 Penalty: 4201.585938
	Iteration 2F: 3 clusters Score -729848 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -730082.312500 Penalty: 4201.585938
	Iteration 3F: 3 clusters Score -730082.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -730374.187500 Penalty: 4201.585938
	Iteration 4F: 3 clusters Score -730374.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -730785.812500 Penalty: 4201.585938
	Iteration 5F: 3 clusters Score -730785.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -731410.250000 Penalty: 4201.585938
	Iteration 6F: 3 clusters Score -731410.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -731885.312500 Penalty: 4201.585938
	Iteration 7F: 3 clusters Score -731885.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -732174.000000 Penalty: 4201.585938
	Iteration 8F: 3 clusters Score -732174 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -732360.812500 Penalty: 4201.585938
	Iteration 9Q: 3 clusters Score -732360.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -732455.062500 Penalty: 4201.585938
	Iteration 10Q: 3 clusters Score -732455.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -732518.312500 Penalty: 4201.585938
	Iteration 11Q: 3 clusters Score -732518.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -732558.062500 Penalty: 4201.585938
	Iteration 12Q: 3 clusters Score -732558.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -732599.062500 Penalty: 4201.585938
	Iteration 13Q: 3 clusters Score -732599.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -732633.812500 Penalty: 4201.585938
	Iteration 14Q: 3 clusters Score -732633.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -732677.375000 Penalty: 4201.585938
	Iteration 15Q: 3 clusters Score -732677.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -732720.937500 Penalty: 4201.585938
	Iteration 16Q: 3 clusters Score -732720.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -732786.750000 Penalty: 4201.585938
	Iteration 17Q: 3 clusters Score -732786.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -732855.187500 Penalty: 4201.585938
	Iteration 18Q: 3 clusters Score -732855.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -732914.812500 Penalty: 4201.585938
	Iteration 19Q: 3 clusters Score -732914.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -732968.000000 Penalty: 4201.585938
	Iteration 20F: 3 clusters Score -732968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -733003.312500 Penalty: 4201.585938
	Iteration 21Q: 3 clusters Score -733003.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -733022.750000 Penalty: 4201.585938
	Iteration 22Q: 3 clusters Score -733022.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -733036.437500 Penalty: 4201.585938
	Iteration 23Q: 3 clusters Score -733036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -733042.187500 Penalty: 4201.585938
	Iteration 24Q: 3 clusters Score -733042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -733044.500000 Penalty: 4201.585938
	Iteration 25Q: 3 clusters Score -733044.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -733048.625000 Penalty: 4201.585938
	Iteration 26Q: 3 clusters Score -733048.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -733052.562500 Penalty: 4201.585938
	Iteration 27Q: 3 clusters Score -733052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -733058.312500 Penalty: 4201.585938
	Iteration 28Q: 3 clusters Score -733058.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -733064.125000 Penalty: 4201.585938
	Iteration 29Q: 3 clusters Score -733064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -733066.062500 Penalty: 4201.585938
	Iteration 30Q: 3 clusters Score -733066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -733069.000000 Penalty: 4201.585938
	Iteration 31Q: 3 clusters Score -733069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -733070.812500 Penalty: 4201.585938
	Iteration 32Q: 3 clusters Score -733070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -733072.937500 Penalty: 4201.585938
	Iteration 33Q: 3 clusters Score -733072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -733072.750000 Penalty: 4201.585938
	Iteration 34Q: 3 clusters Score -733072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -733072.000000 Penalty: 4201.585938
	Iteration 35Q: 3 clusters Score -733072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -733073.062500 Penalty: 4201.585938
	Iteration 36Q: 3 clusters Score -733073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -733073.062500 Penalty: 4201.585938
	Iteration 37F: 3 clusters Score -733073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 3233 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 1541 members 
Entering Unmasked Estep 
Score: -151887456.000000 Penalty: 208988.609375
Splitting cluster 35 changes total score from -151888464.000000 to -151887456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (6523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Entering Unmasked Estep 
Score: -971538.125000 Penalty: 2178.206299
	Iteration 0F: 2 clusters Score -971538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -966064.125000 Penalty: 4356.412598
	Iteration 0F: 3 clusters Score -966064.1 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -967696.812500 Penalty: 4356.412598
	Iteration 1F: 3 clusters Score -967696.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -968071.750000 Penalty: 4356.412598
	Iteration 2F: 3 clusters Score -968071.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -968403.875000 Penalty: 4356.412598
	Iteration 3F: 3 clusters Score -968403.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -968684.125000 Penalty: 4356.412598
	Iteration 4F: 3 clusters Score -968684.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -968951.125000 Penalty: 4356.412598
	Iteration 5Q: 3 clusters Score -968951.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -969212.625000 Penalty: 4356.412598
	Iteration 6Q: 3 clusters Score -969212.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -969489.312500 Penalty: 4356.412598
	Iteration 7Q: 3 clusters Score -969489.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -969716.187500 Penalty: 4356.412598
	Iteration 8Q: 3 clusters Score -969716.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -969876.812500 Penalty: 4356.412598
	Iteration 9Q: 3 clusters Score -969876.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -970004.250000 Penalty: 4356.412598
	Iteration 10Q: 3 clusters Score -970004.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -970110.812500 Penalty: 4356.412598
	Iteration 11Q: 3 clusters Score -970110.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -970209.437500 Penalty: 4356.412598
	Iteration 12Q: 3 clusters Score -970209.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -970277.812500 Penalty: 4356.412598
	Iteration 13Q: 3 clusters Score -970277.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -970320.562500 Penalty: 4356.412598
	Iteration 14Q: 3 clusters Score -970320.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -970357.187500 Penalty: 4356.412598
	Iteration 15Q: 3 clusters Score -970357.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -970390.187500 Penalty: 4356.412598
	Iteration 16Q: 3 clusters Score -970390.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -970429.000000 Penalty: 4356.412598
	Iteration 17Q: 3 clusters Score -970429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -970461.125000 Penalty: 4356.412598
	Iteration 18Q: 3 clusters Score -970461.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -970497.125000 Penalty: 4356.412598
	Iteration 19Q: 3 clusters Score -970497.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -970528.250000 Penalty: 4356.412598
	Iteration 20F: 3 clusters Score -970528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -970552.125000 Penalty: 4356.412598
	Iteration 21Q: 3 clusters Score -970552.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -970570.375000 Penalty: 4356.412598
	Iteration 22Q: 3 clusters Score -970570.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -970584.875000 Penalty: 4356.412598
	Iteration 23Q: 3 clusters Score -970584.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -970596.250000 Penalty: 4356.412598
	Iteration 24Q: 3 clusters Score -970596.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -970607.062500 Penalty: 4356.412598
	Iteration 25Q: 3 clusters Score -970607.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -970616.875000 Penalty: 4356.412598
	Iteration 26Q: 3 clusters Score -970616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -970619.937500 Penalty: 4356.412598
	Iteration 27Q: 3 clusters Score -970619.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -970625.812500 Penalty: 4356.412598
	Iteration 28Q: 3 clusters Score -970625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -970627.312500 Penalty: 4356.412598
	Iteration 29Q: 3 clusters Score -970627.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -970628.937500 Penalty: 4356.412598
	Iteration 30Q: 3 clusters Score -970628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -970629.875000 Penalty: 4356.412598
	Iteration 31Q: 3 clusters Score -970629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -970630.562500 Penalty: 4356.412598
	Iteration 32Q: 3 clusters Score -970630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -970631.750000 Penalty: 4356.412598
	Iteration 33Q: 3 clusters Score -970631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -970631.062500 Penalty: 4356.412598
	Iteration 34Q: 3 clusters Score -970631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -970633.062500 Penalty: 4356.412598
	Iteration 35Q: 3 clusters Score -970633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -970633.875000 Penalty: 4356.412598
	Iteration 36Q: 3 clusters Score -970633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -970634.125000 Penalty: 4356.412598
	Iteration 37Q: 3 clusters Score -970634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -970634.500000 Penalty: 4356.412598
	Iteration 38Q: 3 clusters Score -970634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -970635.875000 Penalty: 4356.412598
	Iteration 39Q: 3 clusters Score -970635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -970635.875000 Penalty: 4356.412598
	Iteration 40F: 3 clusters Score -970635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132594.203125 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -130741.945312 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -130741.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -131045.312500 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131045.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131169.921875 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -131169.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -131284.859375 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -131284.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131453.234375 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -131453.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131649.765625 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -131649.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131870.609375 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -131870.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132290.359375 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -132290.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132734.968750 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -132735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132903.265625 Penalty: 3380.013184
	Iteration 9F: 3 clusters Score -132903.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -132980.687500 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -132980.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -133039.984375 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -133040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133106.218750 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -133106.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -133188.890625 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -133188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133238.953125 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -133239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -133275.468750 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -133275.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -133340.312500 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -133340.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -133395.656250 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -133395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -133504.312500 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -133504.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -133638.734375 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -133638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -133655.140625 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -133655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -133658.234375 Penalty: 3380.013184
	Iteration 21Q: 3 clusters Score -133658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -133658.234375 Penalty: 3380.013184
	Iteration 22F: 3 clusters Score -133658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 9421 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 285 members 
Entering Unmasked Estep 
Score: -151887824.000000 Penalty: 208988.609375
Splitting cluster 37 changes total score from -151888464.000000 to -151887824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -532453.312500 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -532453.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -528659.250000 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -528659.2 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -529671.500000 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -529671.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -529975.562500 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -529975.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -530242.750000 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -530242.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -530509.812500 Penalty: 4093.988037
	Iteration 4F: 3 clusters Score -530509.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -530774.000000 Penalty: 4093.988037
	Iteration 5F: 3 clusters Score -530774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -530963.500000 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -530963.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -531067.625000 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -531067.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -531113.750000 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -531113.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -531145.625000 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -531145.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -531172.000000 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -531172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -531196.812500 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -531196.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -531213.562500 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -531213.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -531225.812500 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -531225.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -531234.500000 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -531234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -531247.187500 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -531247.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -531259.250000 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -531259.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -531265.375000 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -531265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -531270.937500 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -531270.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -531276.062500 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -531276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -531281.125000 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -531281.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -531287.000000 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -531287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -531297.125000 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -531297.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -531310.375000 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -531310.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -531334.750000 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -531334.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -531367.812500 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -531367.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -531403.562500 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -531403.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -531449.625000 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -531449.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -531505.437500 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -531505.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -531557.062500 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -531557.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -531615.250000 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -531615.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -531669.000000 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -531669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -531712.687500 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -531712.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -531736.875000 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -531736.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -531750.375000 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -531750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -531759.625000 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -531759.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -531766.875000 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -531766.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -531773.187500 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -531773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -531778.875000 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -531778.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -531783.812500 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -531783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -531784.937500 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -531784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -531786.562500 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -531786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -531787.312500 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -531787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -531788.062500 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -531788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -531788.062500 Penalty: 4093.988037
	Iteration 44F: 3 clusters Score -531788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Entering Unmasked Estep 
Score: -1122459.125000 Penalty: 2210.993896
	Iteration 0F: 2 clusters Score -1122459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1116532.375000 Penalty: 4421.987793
	Iteration 0F: 3 clusters Score -1116532 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1118218.375000 Penalty: 4421.987793
	Iteration 1F: 3 clusters Score -1118218 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1118616.625000 Penalty: 4421.987793
	Iteration 2F: 3 clusters Score -1118617 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1118920.250000 Penalty: 4421.987793
	Iteration 3F: 3 clusters Score -1118920 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1119209.250000 Penalty: 4421.987793
	Iteration 4F: 3 clusters Score -1119209 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1119441.875000 Penalty: 4421.987793
	Iteration 5F: 3 clusters Score -1119442 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1119636.625000 Penalty: 4421.987793
	Iteration 6Q: 3 clusters Score -1119637 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1119753.125000 Penalty: 4421.987793
	Iteration 7Q: 3 clusters Score -1119753 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1119840.750000 Penalty: 4421.987793
	Iteration 8Q: 3 clusters Score -1119841 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1119910.000000 Penalty: 4421.987793
	Iteration 9Q: 3 clusters Score -1119910 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1119960.000000 Penalty: 4421.987793
	Iteration 10Q: 3 clusters Score -1119960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1119995.375000 Penalty: 4421.987793
	Iteration 11Q: 3 clusters Score -1119995 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1120029.375000 Penalty: 4421.987793
	Iteration 12Q: 3 clusters Score -1120029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1120060.375000 Penalty: 4421.987793
	Iteration 13Q: 3 clusters Score -1120060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1120087.750000 Penalty: 4421.987793
	Iteration 14Q: 3 clusters Score -1120088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1120112.625000 Penalty: 4421.987793
	Iteration 15Q: 3 clusters Score -1120113 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1120135.500000 Penalty: 4421.987793
	Iteration 16Q: 3 clusters Score -1120136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1120155.625000 Penalty: 4421.987793
	Iteration 17Q: 3 clusters Score -1120156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1120169.625000 Penalty: 4421.987793
	Iteration 18Q: 3 clusters Score -1120170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1120186.500000 Penalty: 4421.987793
	Iteration 19Q: 3 clusters Score -1120186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1120199.125000 Penalty: 4421.987793
	Iteration 20F: 3 clusters Score -1120199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1120214.500000 Penalty: 4421.987793
	Iteration 21Q: 3 clusters Score -1120214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1120228.000000 Penalty: 4421.987793
	Iteration 22Q: 3 clusters Score -1120228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1120236.000000 Penalty: 4421.987793
	Iteration 23Q: 3 clusters Score -1120236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1120243.500000 Penalty: 4421.987793
	Iteration 24Q: 3 clusters Score -1120244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1120256.375000 Penalty: 4421.987793
	Iteration 25Q: 3 clusters Score -1120256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1120264.250000 Penalty: 4421.987793
	Iteration 26Q: 3 clusters Score -1120264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1120275.750000 Penalty: 4421.987793
	Iteration 27Q: 3 clusters Score -1120276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1120283.625000 Penalty: 4421.987793
	Iteration 28Q: 3 clusters Score -1120284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1120289.125000 Penalty: 4421.987793
	Iteration 29Q: 3 clusters Score -1120289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1120294.250000 Penalty: 4421.987793
	Iteration 30Q: 3 clusters Score -1120294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1120300.000000 Penalty: 4421.987793
	Iteration 31Q: 3 clusters Score -1120300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1120305.000000 Penalty: 4421.987793
	Iteration 32Q: 3 clusters Score -1120305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1120311.000000 Penalty: 4421.987793
	Iteration 33Q: 3 clusters Score -1120311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1120321.375000 Penalty: 4421.987793
	Iteration 34Q: 3 clusters Score -1120321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1120327.750000 Penalty: 4421.987793
	Iteration 35Q: 3 clusters Score -1120328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1120337.375000 Penalty: 4421.987793
	Iteration 36Q: 3 clusters Score -1120337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1120341.250000 Penalty: 4421.987793
	Iteration 37Q: 3 clusters Score -1120341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1120346.375000 Penalty: 4421.987793
	Iteration 38Q: 3 clusters Score -1120346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1120349.250000 Penalty: 4421.987793
	Iteration 39Q: 3 clusters Score -1120349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1120350.125000 Penalty: 4421.987793
	Iteration 40F: 3 clusters Score -1120350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1120349.125000 Penalty: 4421.987793
	Iteration 41Q: 3 clusters Score -1120349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1120351.375000 Penalty: 4421.987793
	Iteration 42Q: 3 clusters Score -1120351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1120355.875000 Penalty: 4421.987793
	Iteration 43Q: 3 clusters Score -1120356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1120358.375000 Penalty: 4421.987793
	Iteration 44Q: 3 clusters Score -1120358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1120361.875000 Penalty: 4421.987793
	Iteration 45Q: 3 clusters Score -1120362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1120367.250000 Penalty: 4421.987793
	Iteration 46Q: 3 clusters Score -1120367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1120369.750000 Penalty: 4421.987793
	Iteration 47Q: 3 clusters Score -1120370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1120369.875000 Penalty: 4421.987793
	Iteration 48Q: 3 clusters Score -1120370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1120371.500000 Penalty: 4421.987793
	Iteration 49Q: 3 clusters Score -1120372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1120374.125000 Penalty: 4421.987793
	Iteration 50Q: 3 clusters Score -1120374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1120377.625000 Penalty: 4421.987793
	Iteration 51Q: 3 clusters Score -1120378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1120380.125000 Penalty: 4421.987793
	Iteration 52Q: 3 clusters Score -1120380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1120381.875000 Penalty: 4421.987793
	Iteration 53Q: 3 clusters Score -1120382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1120385.875000 Penalty: 4421.987793
	Iteration 54Q: 3 clusters Score -1120386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1120388.625000 Penalty: 4421.987793
	Iteration 55Q: 3 clusters Score -1120389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1120394.750000 Penalty: 4421.987793
	Iteration 56Q: 3 clusters Score -1120395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1120397.250000 Penalty: 4421.987793
	Iteration 57Q: 3 clusters Score -1120397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1120397.250000 Penalty: 4421.987793
	Iteration 58Q: 3 clusters Score -1120397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1120401.000000 Penalty: 4421.987793
	Iteration 59Q: 3 clusters Score -1120401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1120403.250000 Penalty: 4421.987793
	Iteration 60F: 3 clusters Score -1120403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1120409.875000 Penalty: 4421.987793
	Iteration 61Q: 3 clusters Score -1120410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1120410.625000 Penalty: 4421.987793
	Iteration 62Q: 3 clusters Score -1120411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1120413.625000 Penalty: 4421.987793
	Iteration 63Q: 3 clusters Score -1120414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1120415.750000 Penalty: 4421.987793
	Iteration 64Q: 3 clusters Score -1120416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1120419.750000 Penalty: 4421.987793
	Iteration 65Q: 3 clusters Score -1120420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1120422.875000 Penalty: 4421.987793
	Iteration 66Q: 3 clusters Score -1120423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1120425.250000 Penalty: 4421.987793
	Iteration 67Q: 3 clusters Score -1120425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1120429.000000 Penalty: 4421.987793
	Iteration 68Q: 3 clusters Score -1120429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1120431.625000 Penalty: 4421.987793
	Iteration 69Q: 3 clusters Score -1120432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1120431.875000 Penalty: 4421.987793
	Iteration 70Q: 3 clusters Score -1120432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1120433.625000 Penalty: 4421.987793
	Iteration 71Q: 3 clusters Score -1120434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1120438.250000 Penalty: 4421.987793
	Iteration 72Q: 3 clusters Score -1120438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1120438.000000 Penalty: 4421.987793
	Iteration 73Q: 3 clusters Score -1120438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1120439.875000 Penalty: 4421.987793
	Iteration 74Q: 3 clusters Score -1120440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1120441.500000 Penalty: 4421.987793
	Iteration 75Q: 3 clusters Score -1120442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1120444.875000 Penalty: 4421.987793
	Iteration 76Q: 3 clusters Score -1120445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1120447.375000 Penalty: 4421.987793
	Iteration 77Q: 3 clusters Score -1120447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1120446.500000 Penalty: 4421.987793
	Iteration 78Q: 3 clusters Score -1120446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1120448.000000 Penalty: 4421.987793
	Iteration 79Q: 3 clusters Score -1120448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1120450.000000 Penalty: 4421.987793
	Iteration 80F: 3 clusters Score -1120450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1120451.750000 Penalty: 4421.987793
	Iteration 81Q: 3 clusters Score -1120452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1120451.750000 Penalty: 4421.987793
	Iteration 82F: 3 clusters Score -1120452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -379429.718750 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -379429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -376440.875000 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -376440.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -377022.718750 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -377022.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -377183.625000 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -377183.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -377313.718750 Penalty: 3894.230957
	Iteration 3F: 3 clusters Score -377313.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -377403.406250 Penalty: 3894.230957
	Iteration 4Q: 3 clusters Score -377403.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -377470.906250 Penalty: 3894.230957
	Iteration 5Q: 3 clusters Score -377470.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -377528.718750 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -377528.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -377585.562500 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -377585.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -377651.656250 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -377651.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -377705.906250 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -377705.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -377757.625000 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -377757.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -377800.562500 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -377800.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -377850.281250 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -377850.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -377890.875000 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -377890.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -377935.281250 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -377935.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -377995.968750 Penalty: 3894.230957
	Iteration 15Q: 3 clusters Score -377996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -378076.343750 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -378076.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -378161.375000 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -378161.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -378235.500000 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -378235.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -378300.250000 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -378300.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -378337.687500 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -378337.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -378372.531250 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -378372.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -378411.062500 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -378411.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -378452.843750 Penalty: 3894.230957
	Iteration 23Q: 3 clusters Score -378452.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -378497.875000 Penalty: 3894.230957
	Iteration 24Q: 3 clusters Score -378497.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -378533.437500 Penalty: 3894.230957
	Iteration 25Q: 3 clusters Score -378533.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -378563.187500 Penalty: 3894.230957
	Iteration 26Q: 3 clusters Score -378563.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -378574.437500 Penalty: 3894.230957
	Iteration 27Q: 3 clusters Score -378574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -378583.656250 Penalty: 3894.230957
	Iteration 28Q: 3 clusters Score -378583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -378587.375000 Penalty: 3894.230957
	Iteration 29Q: 3 clusters Score -378587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378588.656250 Penalty: 3894.230957
	Iteration 30Q: 3 clusters Score -378588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378588.656250 Penalty: 3894.230957
	Iteration 31F: 3 clusters Score -378588.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -2282400.500000 Penalty: 2378.644287
	Iteration 0F: 2 clusters Score -2282400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2271823.500000 Penalty: 4757.288574
	Iteration 0F: 3 clusters Score -2271824 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2275290.000000 Penalty: 4757.288574
	Iteration 1F: 3 clusters Score -2275290 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2275940.250000 Penalty: 4757.288574
	Iteration 2F: 3 clusters Score -2275940 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2276673.500000 Penalty: 4757.288574
	Iteration 3F: 3 clusters Score -2276674 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2277548.000000 Penalty: 4757.288574
	Iteration 4F: 3 clusters Score -2277548 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2278584.750000 Penalty: 4757.288574
	Iteration 5F: 3 clusters Score -2278585 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2279637.750000 Penalty: 4757.288574
	Iteration 6F: 3 clusters Score -2279638 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2280612.750000 Penalty: 4757.288574
	Iteration 7F: 3 clusters Score -2280613 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2281319.750000 Penalty: 4757.288574
	Iteration 8F: 3 clusters Score -2281320 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2281673.500000 Penalty: 4757.288574
	Iteration 9Q: 3 clusters Score -2281674 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2281817.250000 Penalty: 4757.288574
	Iteration 10Q: 3 clusters Score -2281817 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2281884.750000 Penalty: 4757.288574
	Iteration 11Q: 3 clusters Score -2281885 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2281925.500000 Penalty: 4757.288574
	Iteration 12Q: 3 clusters Score -2281926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2281952.750000 Penalty: 4757.288574
	Iteration 13Q: 3 clusters Score -2281953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2281973.250000 Penalty: 4757.288574
	Iteration 14Q: 3 clusters Score -2281973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2281985.000000 Penalty: 4757.288574
	Iteration 15Q: 3 clusters Score -2281985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2281996.500000 Penalty: 4757.288574
	Iteration 16Q: 3 clusters Score -2281996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2281999.500000 Penalty: 4757.288574
	Iteration 17Q: 3 clusters Score -2282000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2281995.000000 Penalty: 4757.288574
	Iteration 18Q: 3 clusters Score -2281995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2282000.250000 Penalty: 4757.288574
	Iteration 19Q: 3 clusters Score -2282000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2282007.000000 Penalty: 4757.288574
	Iteration 20F: 3 clusters Score -2282007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2282012.750000 Penalty: 4757.288574
	Iteration 21Q: 3 clusters Score -2282013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2282008.750000 Penalty: 4757.288574
	Iteration 22Q: 3 clusters Score -2282009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2282009.750000 Penalty: 4757.288574
	Iteration 23Q: 3 clusters Score -2282010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2282010.750000 Penalty: 4757.288574
	Iteration 24Q: 3 clusters Score -2282011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2282012.000000 Penalty: 4757.288574
	Iteration 25Q: 3 clusters Score -2282012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2282010.750000 Penalty: 4757.288574
	Iteration 26Q: 3 clusters Score -2282011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2282013.500000 Penalty: 4757.288574
	Iteration 27Q: 3 clusters Score -2282014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2282013.500000 Penalty: 4757.288574
	Iteration 28Q: 3 clusters Score -2282014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2282018.000000 Penalty: 4757.288574
	Iteration 29Q: 3 clusters Score -2282018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2282015.750000 Penalty: 4757.288574
	Iteration 30Q: 3 clusters Score -2282016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2282015.750000 Penalty: 4757.288574
	Iteration 31F: 3 clusters Score -2282016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (21543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Entering Unmasked Estep 
Score: -3197537.750000 Penalty: 2474.495850
	Iteration 0F: 2 clusters Score -3197538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3182491.500000 Penalty: 4948.991699
	Iteration 0F: 3 clusters Score -3182492 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3188036.250000 Penalty: 4948.991699
	Iteration 1F: 3 clusters Score -3188036 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3188746.750000 Penalty: 4948.991699
	Iteration 2F: 3 clusters Score -3188747 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3189335.000000 Penalty: 4948.991699
	Iteration 3F: 3 clusters Score -3189335 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3189866.000000 Penalty: 4948.991699
	Iteration 4F: 3 clusters Score -3189866 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3190332.750000 Penalty: 4948.991699
	Iteration 5Q: 3 clusters Score -3190333 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3190842.250000 Penalty: 4948.991699
	Iteration 6Q: 3 clusters Score -3190842 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3191364.500000 Penalty: 4948.991699
	Iteration 7Q: 3 clusters Score -3191364 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3191893.750000 Penalty: 4948.991699
	Iteration 8Q: 3 clusters Score -3191894 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3192368.500000 Penalty: 4948.991699
	Iteration 9Q: 3 clusters Score -3192368 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3192802.750000 Penalty: 4948.991699
	Iteration 10Q: 3 clusters Score -3192803 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3193226.500000 Penalty: 4948.991699
	Iteration 11Q: 3 clusters Score -3193226 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3193602.000000 Penalty: 4948.991699
	Iteration 12Q: 3 clusters Score -3193602 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -3193923.000000 Penalty: 4948.991699
	Iteration 13Q: 3 clusters Score -3193923 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3194165.500000 Penalty: 4948.991699
	Iteration 14Q: 3 clusters Score -3194166 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3194364.250000 Penalty: 4948.991699
	Iteration 15Q: 3 clusters Score -3194364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3194541.500000 Penalty: 4948.991699
	Iteration 16Q: 3 clusters Score -3194542 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3194704.250000 Penalty: 4948.991699
	Iteration 17Q: 3 clusters Score -3194704 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3194840.000000 Penalty: 4948.991699
	Iteration 18Q: 3 clusters Score -3194840 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3194987.750000 Penalty: 4948.991699
	Iteration 19Q: 3 clusters Score -3194988 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3195111.000000 Penalty: 4948.991699
	Iteration 20F: 3 clusters Score -3195111 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3195225.000000 Penalty: 4948.991699
	Iteration 21Q: 3 clusters Score -3195225 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3195338.750000 Penalty: 4948.991699
	Iteration 22Q: 3 clusters Score -3195339 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3195445.250000 Penalty: 4948.991699
	Iteration 23Q: 3 clusters Score -3195445 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3195539.750000 Penalty: 4948.991699
	Iteration 24Q: 3 clusters Score -3195540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3195613.000000 Penalty: 4948.991699
	Iteration 25Q: 3 clusters Score -3195613 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3195661.250000 Penalty: 4948.991699
	Iteration 26Q: 3 clusters Score -3195661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3195705.250000 Penalty: 4948.991699
	Iteration 27Q: 3 clusters Score -3195705 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3195752.500000 Penalty: 4948.991699
	Iteration 28Q: 3 clusters Score -3195752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3195791.250000 Penalty: 4948.991699
	Iteration 29Q: 3 clusters Score -3195791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3195824.000000 Penalty: 4948.991699
	Iteration 30Q: 3 clusters Score -3195824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3195848.000000 Penalty: 4948.991699
	Iteration 31Q: 3 clusters Score -3195848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3195865.000000 Penalty: 4948.991699
	Iteration 32Q: 3 clusters Score -3195865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3195884.000000 Penalty: 4948.991699
	Iteration 33Q: 3 clusters Score -3195884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3195906.750000 Penalty: 4948.991699
	Iteration 34Q: 3 clusters Score -3195907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3195926.000000 Penalty: 4948.991699
	Iteration 35Q: 3 clusters Score -3195926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3195951.000000 Penalty: 4948.991699
	Iteration 36Q: 3 clusters Score -3195951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3195969.500000 Penalty: 4948.991699
	Iteration 37Q: 3 clusters Score -3195970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3195972.750000 Penalty: 4948.991699
	Iteration 38Q: 3 clusters Score -3195973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3195986.250000 Penalty: 4948.991699
	Iteration 39Q: 3 clusters Score -3195986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3195994.250000 Penalty: 4948.991699
	Iteration 40F: 3 clusters Score -3195994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3196000.500000 Penalty: 4948.991699
	Iteration 41Q: 3 clusters Score -3196000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3196010.000000 Penalty: 4948.991699
	Iteration 42Q: 3 clusters Score -3196010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3196019.000000 Penalty: 4948.991699
	Iteration 43Q: 3 clusters Score -3196019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3196029.250000 Penalty: 4948.991699
	Iteration 44Q: 3 clusters Score -3196029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3196040.000000 Penalty: 4948.991699
	Iteration 45Q: 3 clusters Score -3196040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3196037.000000 Penalty: 4948.991699
	Iteration 46Q: 3 clusters Score -3196037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3196036.250000 Penalty: 4948.991699
	Iteration 47Q: 3 clusters Score -3196036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3196036.500000 Penalty: 4948.991699
	Iteration 48Q: 3 clusters Score -3196036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3196041.250000 Penalty: 4948.991699
	Iteration 49Q: 3 clusters Score -3196041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3196046.250000 Penalty: 4948.991699
	Iteration 50Q: 3 clusters Score -3196046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3196052.500000 Penalty: 4948.991699
	Iteration 51Q: 3 clusters Score -3196052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3196057.000000 Penalty: 4948.991699
	Iteration 52Q: 3 clusters Score -3196057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3196055.500000 Penalty: 4948.991699
	Iteration 53Q: 3 clusters Score -3196056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3196060.500000 Penalty: 4948.991699
	Iteration 54Q: 3 clusters Score -3196060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3196061.750000 Penalty: 4948.991699
	Iteration 55Q: 3 clusters Score -3196062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3196068.250000 Penalty: 4948.991699
	Iteration 56Q: 3 clusters Score -3196068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3196065.500000 Penalty: 4948.991699
	Iteration 57Q: 3 clusters Score -3196066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3196070.000000 Penalty: 4948.991699
	Iteration 58Q: 3 clusters Score -3196070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3196069.750000 Penalty: 4948.991699
	Iteration 59Q: 3 clusters Score -3196070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3196071.500000 Penalty: 4948.991699
	Iteration 60F: 3 clusters Score -3196072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3196078.500000 Penalty: 4948.991699
	Iteration 61Q: 3 clusters Score -3196078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3196078.500000 Penalty: 4948.991699
	Iteration 62Q: 3 clusters Score -3196078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3196073.750000 Penalty: 4948.991699
	Iteration 63Q: 3 clusters Score -3196074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3196073.250000 Penalty: 4948.991699
	Iteration 64Q: 3 clusters Score -3196073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3196073.250000 Penalty: 4948.991699
	Iteration 65F: 3 clusters Score -3196073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -1128180.875000 Penalty: 2204.958496
	Iteration 0F: 2 clusters Score -1128181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1122290.500000 Penalty: 4409.916992
	Iteration 0F: 3 clusters Score -1122290 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1123862.125000 Penalty: 4409.916992
	Iteration 1F: 3 clusters Score -1123862 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1124122.625000 Penalty: 4409.916992
	Iteration 2F: 3 clusters Score -1124123 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1124298.375000 Penalty: 4409.916992
	Iteration 3F: 3 clusters Score -1124298 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1124459.750000 Penalty: 4409.916992
	Iteration 4Q: 3 clusters Score -1124460 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1124608.375000 Penalty: 4409.916992
	Iteration 5Q: 3 clusters Score -1124608 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1124742.125000 Penalty: 4409.916992
	Iteration 6Q: 3 clusters Score -1124742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1124882.625000 Penalty: 4409.916992
	Iteration 7Q: 3 clusters Score -1124883 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1125016.500000 Penalty: 4409.916992
	Iteration 8Q: 3 clusters Score -1125016 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1125133.250000 Penalty: 4409.916992
	Iteration 9Q: 3 clusters Score -1125133 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1125256.625000 Penalty: 4409.916992
	Iteration 10Q: 3 clusters Score -1125257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1125393.750000 Penalty: 4409.916992
	Iteration 11Q: 3 clusters Score -1125394 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1125521.250000 Penalty: 4409.916992
	Iteration 12Q: 3 clusters Score -1125521 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1125630.000000 Penalty: 4409.916992
	Iteration 13Q: 3 clusters Score -1125630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1125728.125000 Penalty: 4409.916992
	Iteration 14Q: 3 clusters Score -1125728 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1125822.875000 Penalty: 4409.916992
	Iteration 15Q: 3 clusters Score -1125823 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1125912.875000 Penalty: 4409.916992
	Iteration 16Q: 3 clusters Score -1125913 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1125997.750000 Penalty: 4409.916992
	Iteration 17Q: 3 clusters Score -1125998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1126070.500000 Penalty: 4409.916992
	Iteration 18Q: 3 clusters Score -1126070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1126116.000000 Penalty: 4409.916992
	Iteration 19Q: 3 clusters Score -1126116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1126164.875000 Penalty: 4409.916992
	Iteration 20F: 3 clusters Score -1126165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1126196.750000 Penalty: 4409.916992
	Iteration 21Q: 3 clusters Score -1126197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1126227.375000 Penalty: 4409.916992
	Iteration 22Q: 3 clusters Score -1126227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1126243.000000 Penalty: 4409.916992
	Iteration 23Q: 3 clusters Score -1126243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1126259.125000 Penalty: 4409.916992
	Iteration 24Q: 3 clusters Score -1126259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1126278.625000 Penalty: 4409.916992
	Iteration 25Q: 3 clusters Score -1126279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1126303.625000 Penalty: 4409.916992
	Iteration 26Q: 3 clusters Score -1126304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1126324.500000 Penalty: 4409.916992
	Iteration 27Q: 3 clusters Score -1126324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1126337.750000 Penalty: 4409.916992
	Iteration 28Q: 3 clusters Score -1126338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1126348.125000 Penalty: 4409.916992
	Iteration 29Q: 3 clusters Score -1126348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1126351.750000 Penalty: 4409.916992
	Iteration 30Q: 3 clusters Score -1126352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1126362.000000 Penalty: 4409.916992
	Iteration 31Q: 3 clusters Score -1126362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1126366.125000 Penalty: 4409.916992
	Iteration 32Q: 3 clusters Score -1126366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1126372.625000 Penalty: 4409.916992
	Iteration 33Q: 3 clusters Score -1126373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1126375.875000 Penalty: 4409.916992
	Iteration 34Q: 3 clusters Score -1126376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1126383.750000 Penalty: 4409.916992
	Iteration 35Q: 3 clusters Score -1126384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1126391.000000 Penalty: 4409.916992
	Iteration 36Q: 3 clusters Score -1126391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1126391.875000 Penalty: 4409.916992
	Iteration 37Q: 3 clusters Score -1126392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1126391.875000 Penalty: 4409.916992
	Iteration 38Q: 3 clusters Score -1126392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1126396.875000 Penalty: 4409.916992
	Iteration 39Q: 3 clusters Score -1126397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1126399.500000 Penalty: 4409.916992
	Iteration 40F: 3 clusters Score -1126400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1126399.500000 Penalty: 4409.916992
	Iteration 41Q: 3 clusters Score -1126400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1126399.500000 Penalty: 4409.916992
	Iteration 42F: 3 clusters Score -1126400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1471052.625000 Penalty: 2269.662109
	Iteration 0F: 2 clusters Score -1471053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1463764.875000 Penalty: 4539.324219
	Iteration 0F: 3 clusters Score -1463765 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1465866.375000 Penalty: 4539.324219
	Iteration 1F: 3 clusters Score -1465866 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1466157.000000 Penalty: 4539.324219
	Iteration 2F: 3 clusters Score -1466157 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1466346.125000 Penalty: 4539.324219
	Iteration 3Q: 3 clusters Score -1466346 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1466486.500000 Penalty: 4539.324219
	Iteration 4Q: 3 clusters Score -1466486 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1466598.375000 Penalty: 4539.324219
	Iteration 5Q: 3 clusters Score -1466598 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1466719.875000 Penalty: 4539.324219
	Iteration 6Q: 3 clusters Score -1466720 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1466839.750000 Penalty: 4539.324219
	Iteration 7Q: 3 clusters Score -1466840 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1466971.500000 Penalty: 4539.324219
	Iteration 8Q: 3 clusters Score -1466972 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1467125.500000 Penalty: 4539.324219
	Iteration 9Q: 3 clusters Score -1467126 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1467286.125000 Penalty: 4539.324219
	Iteration 10Q: 3 clusters Score -1467286 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1467483.250000 Penalty: 4539.324219
	Iteration 11Q: 3 clusters Score -1467483 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1467742.625000 Penalty: 4539.324219
	Iteration 12Q: 3 clusters Score -1467743 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1468041.250000 Penalty: 4539.324219
	Iteration 13Q: 3 clusters Score -1468041 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1468293.000000 Penalty: 4539.324219
	Iteration 14Q: 3 clusters Score -1468293 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1468508.125000 Penalty: 4539.324219
	Iteration 15Q: 3 clusters Score -1468508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1468654.125000 Penalty: 4539.324219
	Iteration 16Q: 3 clusters Score -1468654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1468743.375000 Penalty: 4539.324219
	Iteration 17Q: 3 clusters Score -1468743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1468809.500000 Penalty: 4539.324219
	Iteration 18Q: 3 clusters Score -1468810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1468866.250000 Penalty: 4539.324219
	Iteration 19Q: 3 clusters Score -1468866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1468907.875000 Penalty: 4539.324219
	Iteration 20F: 3 clusters Score -1468908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1468942.625000 Penalty: 4539.324219
	Iteration 21Q: 3 clusters Score -1468943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1468969.375000 Penalty: 4539.324219
	Iteration 22Q: 3 clusters Score -1468969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1468986.500000 Penalty: 4539.324219
	Iteration 23Q: 3 clusters Score -1468986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1469003.375000 Penalty: 4539.324219
	Iteration 24Q: 3 clusters Score -1469003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1469019.500000 Penalty: 4539.324219
	Iteration 25Q: 3 clusters Score -1469020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1469036.125000 Penalty: 4539.324219
	Iteration 26Q: 3 clusters Score -1469036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1469055.500000 Penalty: 4539.324219
	Iteration 27Q: 3 clusters Score -1469056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1469065.375000 Penalty: 4539.324219
	Iteration 28Q: 3 clusters Score -1469065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1469074.625000 Penalty: 4539.324219
	Iteration 29Q: 3 clusters Score -1469075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1469081.250000 Penalty: 4539.324219
	Iteration 30Q: 3 clusters Score -1469081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1469089.000000 Penalty: 4539.324219
	Iteration 31Q: 3 clusters Score -1469089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1469091.750000 Penalty: 4539.324219
	Iteration 32Q: 3 clusters Score -1469092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1469092.875000 Penalty: 4539.324219
	Iteration 33Q: 3 clusters Score -1469093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1469094.625000 Penalty: 4539.324219
	Iteration 34Q: 3 clusters Score -1469095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1469093.875000 Penalty: 4539.324219
	Iteration 35Q: 3 clusters Score -1469094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1469095.000000 Penalty: 4539.324219
	Iteration 36Q: 3 clusters Score -1469095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1469097.750000 Penalty: 4539.324219
	Iteration 37Q: 3 clusters Score -1469098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1469100.875000 Penalty: 4539.324219
	Iteration 38Q: 3 clusters Score -1469101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1469104.375000 Penalty: 4539.324219
	Iteration 39Q: 3 clusters Score -1469104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1469107.625000 Penalty: 4539.324219
	Iteration 40F: 3 clusters Score -1469108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1469111.750000 Penalty: 4539.324219
	Iteration 41Q: 3 clusters Score -1469112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1469115.625000 Penalty: 4539.324219
	Iteration 42Q: 3 clusters Score -1469116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1469115.625000 Penalty: 4539.324219
	Iteration 43F: 3 clusters Score -1469116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -1327015.500000 Penalty: 2246.529541
	Iteration 0F: 2 clusters Score -1327016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1320260.750000 Penalty: 4493.059082
	Iteration 0F: 3 clusters Score -1320261 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1322196.375000 Penalty: 4493.059082
	Iteration 1F: 3 clusters Score -1322196 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1322624.500000 Penalty: 4493.059082
	Iteration 2F: 3 clusters Score -1322624 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1323043.625000 Penalty: 4493.059082
	Iteration 3F: 3 clusters Score -1323044 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1323419.500000 Penalty: 4493.059082
	Iteration 4F: 3 clusters Score -1323420 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1323781.500000 Penalty: 4493.059082
	Iteration 5F: 3 clusters Score -1323782 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1324088.125000 Penalty: 4493.059082
	Iteration 6Q: 3 clusters Score -1324088 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1324365.375000 Penalty: 4493.059082
	Iteration 7Q: 3 clusters Score -1324365 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1324579.250000 Penalty: 4493.059082
	Iteration 8Q: 3 clusters Score -1324579 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1324764.000000 Penalty: 4493.059082
	Iteration 9Q: 3 clusters Score -1324764 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1324919.375000 Penalty: 4493.059082
	Iteration 10Q: 3 clusters Score -1324919 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1325035.625000 Penalty: 4493.059082
	Iteration 11Q: 3 clusters Score -1325036 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1325143.750000 Penalty: 4493.059082
	Iteration 12Q: 3 clusters Score -1325144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1325209.250000 Penalty: 4493.059082
	Iteration 13Q: 3 clusters Score -1325209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1325253.250000 Penalty: 4493.059082
	Iteration 14Q: 3 clusters Score -1325253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1325291.000000 Penalty: 4493.059082
	Iteration 15Q: 3 clusters Score -1325291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1325312.000000 Penalty: 4493.059082
	Iteration 16Q: 3 clusters Score -1325312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1325327.875000 Penalty: 4493.059082
	Iteration 17Q: 3 clusters Score -1325328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1325342.500000 Penalty: 4493.059082
	Iteration 18Q: 3 clusters Score -1325342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1325353.625000 Penalty: 4493.059082
	Iteration 19Q: 3 clusters Score -1325354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1325357.625000 Penalty: 4493.059082
	Iteration 20F: 3 clusters Score -1325358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1325372.875000 Penalty: 4493.059082
	Iteration 21Q: 3 clusters Score -1325373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1325377.875000 Penalty: 4493.059082
	Iteration 22Q: 3 clusters Score -1325378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1325388.875000 Penalty: 4493.059082
	Iteration 23Q: 3 clusters Score -1325389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1325395.125000 Penalty: 4493.059082
	Iteration 24Q: 3 clusters Score -1325395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1325399.375000 Penalty: 4493.059082
	Iteration 25Q: 3 clusters Score -1325399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1325399.250000 Penalty: 4493.059082
	Iteration 26Q: 3 clusters Score -1325399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1325406.375000 Penalty: 4493.059082
	Iteration 27Q: 3 clusters Score -1325406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1325409.125000 Penalty: 4493.059082
	Iteration 28Q: 3 clusters Score -1325409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1325413.250000 Penalty: 4493.059082
	Iteration 29Q: 3 clusters Score -1325413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1325416.125000 Penalty: 4493.059082
	Iteration 30Q: 3 clusters Score -1325416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1325421.625000 Penalty: 4493.059082
	Iteration 31Q: 3 clusters Score -1325422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1325425.875000 Penalty: 4493.059082
	Iteration 32Q: 3 clusters Score -1325426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1325426.875000 Penalty: 4493.059082
	Iteration 33Q: 3 clusters Score -1325427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1325430.125000 Penalty: 4493.059082
	Iteration 34Q: 3 clusters Score -1325430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1325435.125000 Penalty: 4493.059082
	Iteration 35Q: 3 clusters Score -1325435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1325434.875000 Penalty: 4493.059082
	Iteration 36Q: 3 clusters Score -1325435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1325436.250000 Penalty: 4493.059082
	Iteration 37Q: 3 clusters Score -1325436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1325439.500000 Penalty: 4493.059082
	Iteration 38Q: 3 clusters Score -1325440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1325442.000000 Penalty: 4493.059082
	Iteration 39Q: 3 clusters Score -1325442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1325442.875000 Penalty: 4493.059082
	Iteration 40F: 3 clusters Score -1325443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1325442.125000 Penalty: 4493.059082
	Iteration 41Q: 3 clusters Score -1325442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1325442.125000 Penalty: 4493.059082
	Iteration 42F: 3 clusters Score -1325442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -698683.937500 Penalty: 2117.126221
	Iteration 0F: 2 clusters Score -698683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -694126.687500 Penalty: 4234.252441
	Iteration 0F: 3 clusters Score -694126.7 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -695364.500000 Penalty: 4234.252441
	Iteration 1F: 3 clusters Score -695364.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -695796.937500 Penalty: 4234.252441
	Iteration 2F: 3 clusters Score -695796.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -696114.875000 Penalty: 4234.252441
	Iteration 3F: 3 clusters Score -696114.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -696395.812500 Penalty: 4234.252441
	Iteration 4F: 3 clusters Score -696395.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -696619.062500 Penalty: 4234.252441
	Iteration 5F: 3 clusters Score -696619.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -696772.875000 Penalty: 4234.252441
	Iteration 6Q: 3 clusters Score -696772.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -696900.625000 Penalty: 4234.252441
	Iteration 7Q: 3 clusters Score -696900.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -697002.562500 Penalty: 4234.252441
	Iteration 8Q: 3 clusters Score -697002.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -697067.187500 Penalty: 4234.252441
	Iteration 9Q: 3 clusters Score -697067.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -697105.250000 Penalty: 4234.252441
	Iteration 10Q: 3 clusters Score -697105.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -697150.250000 Penalty: 4234.252441
	Iteration 11Q: 3 clusters Score -697150.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -697184.812500 Penalty: 4234.252441
	Iteration 12Q: 3 clusters Score -697184.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -697217.625000 Penalty: 4234.252441
	Iteration 13Q: 3 clusters Score -697217.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -697243.250000 Penalty: 4234.252441
	Iteration 14Q: 3 clusters Score -697243.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -697270.937500 Penalty: 4234.252441
	Iteration 15Q: 3 clusters Score -697270.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -697294.000000 Penalty: 4234.252441
	Iteration 16Q: 3 clusters Score -697294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -697325.875000 Penalty: 4234.252441
	Iteration 17Q: 3 clusters Score -697325.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -697359.937500 Penalty: 4234.252441
	Iteration 18Q: 3 clusters Score -697359.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -697389.750000 Penalty: 4234.252441
	Iteration 19Q: 3 clusters Score -697389.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -697428.937500 Penalty: 4234.252441
	Iteration 20F: 3 clusters Score -697428.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -697464.250000 Penalty: 4234.252441
	Iteration 21Q: 3 clusters Score -697464.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -697497.000000 Penalty: 4234.252441
	Iteration 22Q: 3 clusters Score -697497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -697528.562500 Penalty: 4234.252441
	Iteration 23Q: 3 clusters Score -697528.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -697556.250000 Penalty: 4234.252441
	Iteration 24Q: 3 clusters Score -697556.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -697583.750000 Penalty: 4234.252441
	Iteration 25Q: 3 clusters Score -697583.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -697624.312500 Penalty: 4234.252441
	Iteration 26Q: 3 clusters Score -697624.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -697679.187500 Penalty: 4234.252441
	Iteration 27Q: 3 clusters Score -697679.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -697737.125000 Penalty: 4234.252441
	Iteration 28Q: 3 clusters Score -697737.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -697794.750000 Penalty: 4234.252441
	Iteration 29Q: 3 clusters Score -697794.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -697865.437500 Penalty: 4234.252441
	Iteration 30Q: 3 clusters Score -697865.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -697939.000000 Penalty: 4234.252441
	Iteration 31Q: 3 clusters Score -697939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -698011.312500 Penalty: 4234.252441
	Iteration 32Q: 3 clusters Score -698011.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -698069.875000 Penalty: 4234.252441
	Iteration 33Q: 3 clusters Score -698069.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -698128.187500 Penalty: 4234.252441
	Iteration 34Q: 3 clusters Score -698128.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -698186.687500 Penalty: 4234.252441
	Iteration 35Q: 3 clusters Score -698186.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -698237.312500 Penalty: 4234.252441
	Iteration 36Q: 3 clusters Score -698237.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -698267.500000 Penalty: 4234.252441
	Iteration 37Q: 3 clusters Score -698267.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -698285.937500 Penalty: 4234.252441
	Iteration 38Q: 3 clusters Score -698285.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -698293.937500 Penalty: 4234.252441
	Iteration 39Q: 3 clusters Score -698293.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -698363.812500 Penalty: 4234.252441
	Iteration 40F: 3 clusters Score -698363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -698411.500000 Penalty: 4234.252441
	Iteration 41Q: 3 clusters Score -698411.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -698453.000000 Penalty: 4234.252441
	Iteration 42Q: 3 clusters Score -698453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -698482.062500 Penalty: 4234.252441
	Iteration 43Q: 3 clusters Score -698482.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -698495.375000 Penalty: 4234.252441
	Iteration 44Q: 3 clusters Score -698495.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -698505.562500 Penalty: 4234.252441
	Iteration 45Q: 3 clusters Score -698505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -698514.312500 Penalty: 4234.252441
	Iteration 46Q: 3 clusters Score -698514.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -698520.187500 Penalty: 4234.252441
	Iteration 47Q: 3 clusters Score -698520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -698528.187500 Penalty: 4234.252441
	Iteration 48Q: 3 clusters Score -698528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -698528.625000 Penalty: 4234.252441
	Iteration 49Q: 3 clusters Score -698528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -698532.750000 Penalty: 4234.252441
	Iteration 50Q: 3 clusters Score -698532.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -698538.125000 Penalty: 4234.252441
	Iteration 51Q: 3 clusters Score -698538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -698539.687500 Penalty: 4234.252441
	Iteration 52Q: 3 clusters Score -698539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -698539.937500 Penalty: 4234.252441
	Iteration 53Q: 3 clusters Score -698539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -698539.312500 Penalty: 4234.252441
	Iteration 54Q: 3 clusters Score -698539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -698539.312500 Penalty: 4234.252441
	Iteration 55F: 3 clusters Score -698539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -113463.968750 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -113464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111718.765625 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -111718.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112049.421875 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -112049.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112153.140625 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -112153.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112236.156250 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -112236.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112349.476562 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -112349.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112480.648438 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -112480.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112641.226562 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -112641.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112783.546875 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -112783.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112833.593750 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -112833.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112886.007812 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -112886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -112921.328125 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -112921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112941.359375 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -112941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112957.109375 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -112957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112965.476562 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -112965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112965.476562 Penalty: 3310.582520
	Iteration 14F: 3 clusters Score -112965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -1802847.125000 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -1802847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1794282.875000 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -1794283 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1796745.375000 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -1796745 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1797015.750000 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -1797016 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1797205.750000 Penalty: 4632.186523
	Iteration 3Q: 3 clusters Score -1797206 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1797383.875000 Penalty: 4632.186523
	Iteration 4Q: 3 clusters Score -1797384 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1797543.125000 Penalty: 4632.186523
	Iteration 5Q: 3 clusters Score -1797543 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1797696.250000 Penalty: 4632.186523
	Iteration 6Q: 3 clusters Score -1797696 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1797845.250000 Penalty: 4632.186523
	Iteration 7Q: 3 clusters Score -1797845 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1797988.375000 Penalty: 4632.186523
	Iteration 8Q: 3 clusters Score -1797988 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1798142.625000 Penalty: 4632.186523
	Iteration 9Q: 3 clusters Score -1798143 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1798310.625000 Penalty: 4632.186523
	Iteration 10Q: 3 clusters Score -1798311 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1798467.875000 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -1798468 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1798643.875000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -1798644 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1798849.875000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -1798850 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1799079.750000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -1799080 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1799287.000000 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -1799287 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1799486.000000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -1799486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1799642.375000 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -1799642 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1799777.375000 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -1799777 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1799920.750000 Penalty: 4632.186523
	Iteration 19Q: 3 clusters Score -1799921 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1800031.000000 Penalty: 4632.186523
	Iteration 20F: 3 clusters Score -1800031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1800127.500000 Penalty: 4632.186523
	Iteration 21Q: 3 clusters Score -1800128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1800205.125000 Penalty: 4632.186523
	Iteration 22Q: 3 clusters Score -1800205 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1800282.875000 Penalty: 4632.186523
	Iteration 23Q: 3 clusters Score -1800283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1800356.625000 Penalty: 4632.186523
	Iteration 24Q: 3 clusters Score -1800357 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1800413.750000 Penalty: 4632.186523
	Iteration 25Q: 3 clusters Score -1800414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1800475.875000 Penalty: 4632.186523
	Iteration 26Q: 3 clusters Score -1800476 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1800545.375000 Penalty: 4632.186523
	Iteration 27Q: 3 clusters Score -1800545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1800612.500000 Penalty: 4632.186523
	Iteration 28Q: 3 clusters Score -1800612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1800670.750000 Penalty: 4632.186523
	Iteration 29Q: 3 clusters Score -1800671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1800709.500000 Penalty: 4632.186523
	Iteration 30Q: 3 clusters Score -1800710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1800732.875000 Penalty: 4632.186523
	Iteration 31Q: 3 clusters Score -1800733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1800764.250000 Penalty: 4632.186523
	Iteration 32Q: 3 clusters Score -1800764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1800801.250000 Penalty: 4632.186523
	Iteration 33Q: 3 clusters Score -1800801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1800830.250000 Penalty: 4632.186523
	Iteration 34Q: 3 clusters Score -1800830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1800858.750000 Penalty: 4632.186523
	Iteration 35Q: 3 clusters Score -1800859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1800884.375000 Penalty: 4632.186523
	Iteration 36Q: 3 clusters Score -1800884 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1800920.500000 Penalty: 4632.186523
	Iteration 37Q: 3 clusters Score -1800920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1800955.000000 Penalty: 4632.186523
	Iteration 38Q: 3 clusters Score -1800955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1800982.125000 Penalty: 4632.186523
	Iteration 39Q: 3 clusters Score -1800982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1801003.250000 Penalty: 4632.186523
	Iteration 40F: 3 clusters Score -1801003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1801016.750000 Penalty: 4632.186523
	Iteration 41Q: 3 clusters Score -1801017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1801034.375000 Penalty: 4632.186523
	Iteration 42Q: 3 clusters Score -1801034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1801052.375000 Penalty: 4632.186523
	Iteration 43Q: 3 clusters Score -1801052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1801063.750000 Penalty: 4632.186523
	Iteration 44Q: 3 clusters Score -1801064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1801074.375000 Penalty: 4632.186523
	Iteration 45Q: 3 clusters Score -1801074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1801082.250000 Penalty: 4632.186523
	Iteration 46Q: 3 clusters Score -1801082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1801087.875000 Penalty: 4632.186523
	Iteration 47Q: 3 clusters Score -1801088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1801095.000000 Penalty: 4632.186523
	Iteration 48Q: 3 clusters Score -1801095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1801100.875000 Penalty: 4632.186523
	Iteration 49Q: 3 clusters Score -1801101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1801098.875000 Penalty: 4632.186523
	Iteration 50Q: 3 clusters Score -1801099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1801103.875000 Penalty: 4632.186523
	Iteration 51Q: 3 clusters Score -1801104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1801103.500000 Penalty: 4632.186523
	Iteration 52Q: 3 clusters Score -1801104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1801107.250000 Penalty: 4632.186523
	Iteration 53Q: 3 clusters Score -1801107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1801105.625000 Penalty: 4632.186523
	Iteration 54Q: 3 clusters Score -1801106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1801107.875000 Penalty: 4632.186523
	Iteration 55Q: 3 clusters Score -1801108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1801109.250000 Penalty: 4632.186523
	Iteration 56Q: 3 clusters Score -1801109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1801113.000000 Penalty: 4632.186523
	Iteration 57Q: 3 clusters Score -1801113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1801117.000000 Penalty: 4632.186523
	Iteration 58Q: 3 clusters Score -1801117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1801117.125000 Penalty: 4632.186523
	Iteration 59Q: 3 clusters Score -1801117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1801116.625000 Penalty: 4632.186523
	Iteration 60F: 3 clusters Score -1801117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1801119.625000 Penalty: 4632.186523
	Iteration 61Q: 3 clusters Score -1801120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1801118.875000 Penalty: 4632.186523
	Iteration 62Q: 3 clusters Score -1801119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1801116.500000 Penalty: 4632.186523
	Iteration 63Q: 3 clusters Score -1801116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1801118.375000 Penalty: 4632.186523
	Iteration 64Q: 3 clusters Score -1801118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1801118.375000 Penalty: 4632.186523
	Iteration 65Q: 3 clusters Score -1801118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1801126.500000 Penalty: 4632.186523
	Iteration 66Q: 3 clusters Score -1801126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1801127.500000 Penalty: 4632.186523
	Iteration 67Q: 3 clusters Score -1801128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1801131.875000 Penalty: 4632.186523
	Iteration 68Q: 3 clusters Score -1801132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1801132.875000 Penalty: 4632.186523
	Iteration 69Q: 3 clusters Score -1801133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1801132.500000 Penalty: 4632.186523
	Iteration 70Q: 3 clusters Score -1801132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1801141.000000 Penalty: 4632.186523
	Iteration 71Q: 3 clusters Score -1801141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1801138.875000 Penalty: 4632.186523
	Iteration 72Q: 3 clusters Score -1801139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1801142.375000 Penalty: 4632.186523
	Iteration 73Q: 3 clusters Score -1801142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1801144.625000 Penalty: 4632.186523
	Iteration 74Q: 3 clusters Score -1801145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1801146.875000 Penalty: 4632.186523
	Iteration 75Q: 3 clusters Score -1801147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1801149.625000 Penalty: 4632.186523
	Iteration 76Q: 3 clusters Score -1801150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1801149.750000 Penalty: 4632.186523
	Iteration 77Q: 3 clusters Score -1801150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1801151.250000 Penalty: 4632.186523
	Iteration 78Q: 3 clusters Score -1801151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1801157.875000 Penalty: 4632.186523
	Iteration 79Q: 3 clusters Score -1801158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1801158.625000 Penalty: 4632.186523
	Iteration 80F: 3 clusters Score -1801159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1801158.875000 Penalty: 4632.186523
	Iteration 81Q: 3 clusters Score -1801159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1801165.375000 Penalty: 4632.186523
	Iteration 82Q: 3 clusters Score -1801165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1801169.375000 Penalty: 4632.186523
	Iteration 83Q: 3 clusters Score -1801169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1801177.750000 Penalty: 4632.186523
	Iteration 84Q: 3 clusters Score -1801178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1801184.500000 Penalty: 4632.186523
	Iteration 85Q: 3 clusters Score -1801184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1801191.625000 Penalty: 4632.186523
	Iteration 86Q: 3 clusters Score -1801192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1801193.375000 Penalty: 4632.186523
	Iteration 87Q: 3 clusters Score -1801193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1801193.250000 Penalty: 4632.186523
	Iteration 88Q: 3 clusters Score -1801193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1801193.125000 Penalty: 4632.186523
	Iteration 89Q: 3 clusters Score -1801193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1801196.375000 Penalty: 4632.186523
	Iteration 90Q: 3 clusters Score -1801196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1801203.000000 Penalty: 4632.186523
	Iteration 91Q: 3 clusters Score -1801203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1801201.625000 Penalty: 4632.186523
	Iteration 92Q: 3 clusters Score -1801202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1801205.000000 Penalty: 4632.186523
	Iteration 93Q: 3 clusters Score -1801205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1801204.375000 Penalty: 4632.186523
	Iteration 94Q: 3 clusters Score -1801204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1801205.250000 Penalty: 4632.186523
	Iteration 95Q: 3 clusters Score -1801205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1801205.250000 Penalty: 4632.186523
	Iteration 96Q: 3 clusters Score -1801205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1801205.000000 Penalty: 4632.186523
	Iteration 97Q: 3 clusters Score -1801205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1801204.500000 Penalty: 4632.186523
	Iteration 98Q: 3 clusters Score -1801204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1801202.500000 Penalty: 4632.186523
	Iteration 99Q: 3 clusters Score -1801202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1801205.875000 Penalty: 4632.186523
	Iteration 100F: 3 clusters Score -1801206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (9938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Entering Unmasked Estep 
Score: -1439249.125000 Penalty: 2282.621826
	Iteration 0F: 2 clusters Score -1439249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1431596.750000 Penalty: 4565.243652
	Iteration 0F: 3 clusters Score -1431597 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1434220.375000 Penalty: 4565.243652
	Iteration 1F: 3 clusters Score -1434220 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1434957.625000 Penalty: 4565.243652
	Iteration 2F: 3 clusters Score -1434958 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1435616.375000 Penalty: 4565.243652
	Iteration 3F: 3 clusters Score -1435616 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1436119.625000 Penalty: 4565.243652
	Iteration 4F: 3 clusters Score -1436120 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1436491.250000 Penalty: 4565.243652
	Iteration 5F: 3 clusters Score -1436491 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1436798.000000 Penalty: 4565.243652
	Iteration 6Q: 3 clusters Score -1436798 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1437037.125000 Penalty: 4565.243652
	Iteration 7Q: 3 clusters Score -1437037 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1437205.625000 Penalty: 4565.243652
	Iteration 8Q: 3 clusters Score -1437206 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1437326.875000 Penalty: 4565.243652
	Iteration 9Q: 3 clusters Score -1437327 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1437422.750000 Penalty: 4565.243652
	Iteration 10Q: 3 clusters Score -1437423 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1437503.875000 Penalty: 4565.243652
	Iteration 11Q: 3 clusters Score -1437504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1437581.250000 Penalty: 4565.243652
	Iteration 12Q: 3 clusters Score -1437581 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1437679.000000 Penalty: 4565.243652
	Iteration 13Q: 3 clusters Score -1437679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1437776.875000 Penalty: 4565.243652
	Iteration 14Q: 3 clusters Score -1437777 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1437860.375000 Penalty: 4565.243652
	Iteration 15Q: 3 clusters Score -1437860 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1437946.750000 Penalty: 4565.243652
	Iteration 16Q: 3 clusters Score -1437947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1438014.125000 Penalty: 4565.243652
	Iteration 17Q: 3 clusters Score -1438014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1438068.375000 Penalty: 4565.243652
	Iteration 18Q: 3 clusters Score -1438068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1438117.500000 Penalty: 4565.243652
	Iteration 19Q: 3 clusters Score -1438118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1438159.750000 Penalty: 4565.243652
	Iteration 20F: 3 clusters Score -1438160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1438182.000000 Penalty: 4565.243652
	Iteration 21Q: 3 clusters Score -1438182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1438186.750000 Penalty: 4565.243652
	Iteration 22Q: 3 clusters Score -1438187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1438203.875000 Penalty: 4565.243652
	Iteration 23Q: 3 clusters Score -1438204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1438222.375000 Penalty: 4565.243652
	Iteration 24Q: 3 clusters Score -1438222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1438239.625000 Penalty: 4565.243652
	Iteration 25Q: 3 clusters Score -1438240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1438249.750000 Penalty: 4565.243652
	Iteration 26Q: 3 clusters Score -1438250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1438274.625000 Penalty: 4565.243652
	Iteration 27Q: 3 clusters Score -1438275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1438294.625000 Penalty: 4565.243652
	Iteration 28Q: 3 clusters Score -1438295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1438306.375000 Penalty: 4565.243652
	Iteration 29Q: 3 clusters Score -1438306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1438314.250000 Penalty: 4565.243652
	Iteration 30Q: 3 clusters Score -1438314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1438321.875000 Penalty: 4565.243652
	Iteration 31Q: 3 clusters Score -1438322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1438325.500000 Penalty: 4565.243652
	Iteration 32Q: 3 clusters Score -1438326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1438326.500000 Penalty: 4565.243652
	Iteration 33Q: 3 clusters Score -1438326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1438337.625000 Penalty: 4565.243652
	Iteration 34Q: 3 clusters Score -1438338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1438342.125000 Penalty: 4565.243652
	Iteration 35Q: 3 clusters Score -1438342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1438351.625000 Penalty: 4565.243652
	Iteration 36Q: 3 clusters Score -1438352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1438354.375000 Penalty: 4565.243652
	Iteration 37Q: 3 clusters Score -1438354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1438359.250000 Penalty: 4565.243652
	Iteration 38Q: 3 clusters Score -1438359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1438364.375000 Penalty: 4565.243652
	Iteration 39Q: 3 clusters Score -1438364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1438364.000000 Penalty: 4565.243652
	Iteration 40F: 3 clusters Score -1438364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1438367.125000 Penalty: 4565.243652
	Iteration 41Q: 3 clusters Score -1438367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1438366.125000 Penalty: 4565.243652
	Iteration 42Q: 3 clusters Score -1438366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1438373.625000 Penalty: 4565.243652
	Iteration 43Q: 3 clusters Score -1438374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1438378.250000 Penalty: 4565.243652
	Iteration 44Q: 3 clusters Score -1438378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1438381.500000 Penalty: 4565.243652
	Iteration 45Q: 3 clusters Score -1438382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1438387.000000 Penalty: 4565.243652
	Iteration 46Q: 3 clusters Score -1438387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1438391.000000 Penalty: 4565.243652
	Iteration 47Q: 3 clusters Score -1438391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1438394.875000 Penalty: 4565.243652
	Iteration 48Q: 3 clusters Score -1438395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1438401.125000 Penalty: 4565.243652
	Iteration 49Q: 3 clusters Score -1438401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1438405.000000 Penalty: 4565.243652
	Iteration 50Q: 3 clusters Score -1438405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1438406.000000 Penalty: 4565.243652
	Iteration 51Q: 3 clusters Score -1438406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1438404.750000 Penalty: 4565.243652
	Iteration 52Q: 3 clusters Score -1438405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1438404.750000 Penalty: 4565.243652
	Iteration 53F: 3 clusters Score -1438405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Entering Unmasked Estep 
Score: -2234260.250000 Penalty: 2383.010986
	Iteration 0F: 2 clusters Score -2234260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2223572.000000 Penalty: 4766.021973
	Iteration 0F: 3 clusters Score -2223572 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2227218.250000 Penalty: 4766.021973
	Iteration 1F: 3 clusters Score -2227218 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2227745.250000 Penalty: 4766.021973
	Iteration 2F: 3 clusters Score -2227745 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2228261.250000 Penalty: 4766.021973
	Iteration 3F: 3 clusters Score -2228261 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2228687.000000 Penalty: 4766.021973
	Iteration 4F: 3 clusters Score -2228687 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2229044.000000 Penalty: 4766.021973
	Iteration 5Q: 3 clusters Score -2229044 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2229378.500000 Penalty: 4766.021973
	Iteration 6Q: 3 clusters Score -2229378 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2229686.250000 Penalty: 4766.021973
	Iteration 7Q: 3 clusters Score -2229686 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2229983.000000 Penalty: 4766.021973
	Iteration 8Q: 3 clusters Score -2229983 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2230267.000000 Penalty: 4766.021973
	Iteration 9Q: 3 clusters Score -2230267 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2230483.500000 Penalty: 4766.021973
	Iteration 10Q: 3 clusters Score -2230484 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2230656.500000 Penalty: 4766.021973
	Iteration 11Q: 3 clusters Score -2230656 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2230811.250000 Penalty: 4766.021973
	Iteration 12Q: 3 clusters Score -2230811 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2230928.750000 Penalty: 4766.021973
	Iteration 13Q: 3 clusters Score -2230929 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2231026.750000 Penalty: 4766.021973
	Iteration 14Q: 3 clusters Score -2231027 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2231133.000000 Penalty: 4766.021973
	Iteration 15Q: 3 clusters Score -2231133 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2231222.500000 Penalty: 4766.021973
	Iteration 16Q: 3 clusters Score -2231222 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2231324.250000 Penalty: 4766.021973
	Iteration 17Q: 3 clusters Score -2231324 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2231422.750000 Penalty: 4766.021973
	Iteration 18Q: 3 clusters Score -2231423 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2231518.500000 Penalty: 4766.021973
	Iteration 19Q: 3 clusters Score -2231518 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2231636.750000 Penalty: 4766.021973
	Iteration 20F: 3 clusters Score -2231637 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2231737.250000 Penalty: 4766.021973
	Iteration 21Q: 3 clusters Score -2231737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2231802.500000 Penalty: 4766.021973
	Iteration 22Q: 3 clusters Score -2231802 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2231859.000000 Penalty: 4766.021973
	Iteration 23Q: 3 clusters Score -2231859 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2231909.000000 Penalty: 4766.021973
	Iteration 24Q: 3 clusters Score -2231909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2231953.750000 Penalty: 4766.021973
	Iteration 25Q: 3 clusters Score -2231954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2231984.500000 Penalty: 4766.021973
	Iteration 26Q: 3 clusters Score -2231984 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2232020.250000 Penalty: 4766.021973
	Iteration 27Q: 3 clusters Score -2232020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2232052.250000 Penalty: 4766.021973
	Iteration 28Q: 3 clusters Score -2232052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2232075.750000 Penalty: 4766.021973
	Iteration 29Q: 3 clusters Score -2232076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2232106.500000 Penalty: 4766.021973
	Iteration 30Q: 3 clusters Score -2232106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2232124.250000 Penalty: 4766.021973
	Iteration 31Q: 3 clusters Score -2232124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2232131.500000 Penalty: 4766.021973
	Iteration 32Q: 3 clusters Score -2232132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2232146.000000 Penalty: 4766.021973
	Iteration 33Q: 3 clusters Score -2232146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2232162.250000 Penalty: 4766.021973
	Iteration 34Q: 3 clusters Score -2232162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2232169.750000 Penalty: 4766.021973
	Iteration 35Q: 3 clusters Score -2232170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2232175.250000 Penalty: 4766.021973
	Iteration 36Q: 3 clusters Score -2232175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2232183.500000 Penalty: 4766.021973
	Iteration 37Q: 3 clusters Score -2232184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2232199.750000 Penalty: 4766.021973
	Iteration 38Q: 3 clusters Score -2232200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2232210.250000 Penalty: 4766.021973
	Iteration 39Q: 3 clusters Score -2232210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2232219.250000 Penalty: 4766.021973
	Iteration 40F: 3 clusters Score -2232219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2232231.000000 Penalty: 4766.021973
	Iteration 41Q: 3 clusters Score -2232231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2232244.000000 Penalty: 4766.021973
	Iteration 42Q: 3 clusters Score -2232244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2232253.000000 Penalty: 4766.021973
	Iteration 43Q: 3 clusters Score -2232253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2232265.750000 Penalty: 4766.021973
	Iteration 44Q: 3 clusters Score -2232266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2232276.250000 Penalty: 4766.021973
	Iteration 45Q: 3 clusters Score -2232276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2232287.250000 Penalty: 4766.021973
	Iteration 46Q: 3 clusters Score -2232287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2232305.500000 Penalty: 4766.021973
	Iteration 47Q: 3 clusters Score -2232306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2232315.000000 Penalty: 4766.021973
	Iteration 48Q: 3 clusters Score -2232315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2232324.250000 Penalty: 4766.021973
	Iteration 49Q: 3 clusters Score -2232324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2232339.750000 Penalty: 4766.021973
	Iteration 50Q: 3 clusters Score -2232340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2232350.500000 Penalty: 4766.021973
	Iteration 51Q: 3 clusters Score -2232350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2232363.000000 Penalty: 4766.021973
	Iteration 52Q: 3 clusters Score -2232363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2232374.250000 Penalty: 4766.021973
	Iteration 53Q: 3 clusters Score -2232374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2232390.000000 Penalty: 4766.021973
	Iteration 54Q: 3 clusters Score -2232390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2232402.750000 Penalty: 4766.021973
	Iteration 55Q: 3 clusters Score -2232403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2232421.750000 Penalty: 4766.021973
	Iteration 56Q: 3 clusters Score -2232422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2232445.500000 Penalty: 4766.021973
	Iteration 57Q: 3 clusters Score -2232446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2232453.250000 Penalty: 4766.021973
	Iteration 58Q: 3 clusters Score -2232453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2232466.000000 Penalty: 4766.021973
	Iteration 59Q: 3 clusters Score -2232466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2232478.000000 Penalty: 4766.021973
	Iteration 60F: 3 clusters Score -2232478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2232496.750000 Penalty: 4766.021973
	Iteration 61Q: 3 clusters Score -2232497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2232513.750000 Penalty: 4766.021973
	Iteration 62Q: 3 clusters Score -2232514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2232527.250000 Penalty: 4766.021973
	Iteration 63Q: 3 clusters Score -2232527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2232539.000000 Penalty: 4766.021973
	Iteration 64Q: 3 clusters Score -2232539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2232541.250000 Penalty: 4766.021973
	Iteration 65Q: 3 clusters Score -2232541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2232543.500000 Penalty: 4766.021973
	Iteration 66Q: 3 clusters Score -2232544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2232554.500000 Penalty: 4766.021973
	Iteration 67Q: 3 clusters Score -2232554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2232563.250000 Penalty: 4766.021973
	Iteration 68Q: 3 clusters Score -2232563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2232568.750000 Penalty: 4766.021973
	Iteration 69Q: 3 clusters Score -2232569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2232581.500000 Penalty: 4766.021973
	Iteration 70Q: 3 clusters Score -2232582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2232589.500000 Penalty: 4766.021973
	Iteration 71Q: 3 clusters Score -2232590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2232612.000000 Penalty: 4766.021973
	Iteration 72Q: 3 clusters Score -2232612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2232630.500000 Penalty: 4766.021973
	Iteration 73Q: 3 clusters Score -2232630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2232658.000000 Penalty: 4766.021973
	Iteration 74Q: 3 clusters Score -2232658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2232699.750000 Penalty: 4766.021973
	Iteration 75Q: 3 clusters Score -2232700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2232736.500000 Penalty: 4766.021973
	Iteration 76Q: 3 clusters Score -2232736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2232763.250000 Penalty: 4766.021973
	Iteration 77Q: 3 clusters Score -2232763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2232793.750000 Penalty: 4766.021973
	Iteration 78Q: 3 clusters Score -2232794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2232817.250000 Penalty: 4766.021973
	Iteration 79Q: 3 clusters Score -2232817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2232836.500000 Penalty: 4766.021973
	Iteration 80F: 3 clusters Score -2232836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2232847.000000 Penalty: 4766.021973
	Iteration 81Q: 3 clusters Score -2232847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2232856.250000 Penalty: 4766.021973
	Iteration 82Q: 3 clusters Score -2232856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2232861.500000 Penalty: 4766.021973
	Iteration 83Q: 3 clusters Score -2232862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2232867.500000 Penalty: 4766.021973
	Iteration 84Q: 3 clusters Score -2232868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2232870.500000 Penalty: 4766.021973
	Iteration 85Q: 3 clusters Score -2232870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2232873.250000 Penalty: 4766.021973
	Iteration 86Q: 3 clusters Score -2232873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2232875.250000 Penalty: 4766.021973
	Iteration 87Q: 3 clusters Score -2232875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2232875.250000 Penalty: 4766.021973
	Iteration 88F: 3 clusters Score -2232875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -550308.437500 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -550308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -546735.750000 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -546735.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -547448.312500 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -547448.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547614.125000 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -547614.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -547716.750000 Penalty: 4043.633057
	Iteration 3Q: 3 clusters Score -547716.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -547796.000000 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -547796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -547876.312500 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -547876.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -547950.250000 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -547950.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -548032.625000 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -548032.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -548105.125000 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -548105.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -548180.875000 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -548180.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -548247.062500 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -548247.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -548309.375000 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -548309.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -548366.250000 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -548366.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -548431.500000 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -548431.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -548491.312500 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -548491.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -548529.312500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -548529.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -548561.562500 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -548561.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -548579.250000 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -548579.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -548593.687500 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -548593.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -548609.125000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -548609.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -548621.125000 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -548621.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -548628.250000 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -548628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -548633.000000 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -548633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -548638.562500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -548638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -548644.125000 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -548644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -548647.375000 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -548647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -548649.625000 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -548649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -548649.750000 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -548649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -548651.062500 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -548651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -548651.250000 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -548651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -548651.187500 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -548651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -548651.187500 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -548651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -548652.625000 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -548652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -548654.187500 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -548654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -548657.187500 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -548657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -548659.312500 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -548659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -548660.062500 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -548660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -548661.562500 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -548661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -548663.625000 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -548663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -548665.125000 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -548665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -548669.187500 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -548669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -548668.625000 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -548668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -548668.625000 Penalty: 4043.633057
	Iteration 42F: 3 clusters Score -548668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -370191.593750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -370191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -367308.312500 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -367308.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -367846.250000 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -367846.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -367977.312500 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -367977.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -368045.875000 Penalty: 3863.979980
	Iteration 3Q: 3 clusters Score -368045.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -368082.187500 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -368082.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -368106.968750 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -368107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -368126.187500 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -368126.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -368143.593750 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -368143.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -368157.093750 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -368157.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -368172.406250 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -368172.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -368189.093750 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -368189.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -368204.093750 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -368204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -368212.125000 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -368212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -368215.718750 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -368215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -368219.187500 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -368219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -368223.437500 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -368223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -368229.531250 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -368229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -368235.812500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -368235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -368237.750000 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -368237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -368240.843750 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -368240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -368245.656250 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -368245.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -368248.656250 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -368248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -368251.437500 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -368251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -368250.968750 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -368251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -368253.531250 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -368253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -368254.187500 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -368254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -368257.343750 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -368257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -368262.843750 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -368262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -368265.218750 Penalty: 3863.979980
	Iteration 28Q: 3 clusters Score -368265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -368267.812500 Penalty: 3863.979980
	Iteration 29Q: 3 clusters Score -368267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -368269.625000 Penalty: 3863.979980
	Iteration 30Q: 3 clusters Score -368269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -368271.468750 Penalty: 3863.979980
	Iteration 31Q: 3 clusters Score -368271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -368271.875000 Penalty: 3863.979980
	Iteration 32Q: 3 clusters Score -368271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -368272.718750 Penalty: 3863.979980
	Iteration 33Q: 3 clusters Score -368272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -368273.406250 Penalty: 3863.979980
	Iteration 34Q: 3 clusters Score -368273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -368273.406250 Penalty: 3863.979980
	Iteration 35F: 3 clusters Score -368273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -716928.000000 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -716928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -712752.312500 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -712752.3 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -713782.437500 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -713782.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -714027.937500 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -714027.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -714244.625000 Penalty: 4179.273438
	Iteration 3F: 3 clusters Score -714244.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -714468.437500 Penalty: 4179.273438
	Iteration 4F: 3 clusters Score -714468.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -714698.875000 Penalty: 4179.273438
	Iteration 5F: 3 clusters Score -714698.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -714958.375000 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -714958.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -715201.687500 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -715201.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -715361.687500 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -715361.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -715470.312500 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -715470.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -715520.000000 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -715520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -715548.250000 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -715548.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -715568.187500 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -715568.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -715579.562500 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -715579.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -715589.750000 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -715589.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -715598.125000 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -715598.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -715604.250000 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -715604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -715608.125000 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -715608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -715610.937500 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -715610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -715613.125000 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -715613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -715615.875000 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -715615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -715615.875000 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -715615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -715615.875000 Penalty: 4179.273438
	Iteration 22F: 3 clusters Score -715615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -1462253.750000 Penalty: 2269.372803
	Iteration 0F: 2 clusters Score -1462254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1454930.375000 Penalty: 4538.745605
	Iteration 0F: 3 clusters Score -1454930 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1457216.500000 Penalty: 4538.745605
	Iteration 1F: 3 clusters Score -1457216 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1457920.125000 Penalty: 4538.745605
	Iteration 2F: 3 clusters Score -1457920 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1458732.375000 Penalty: 4538.745605
	Iteration 3F: 3 clusters Score -1458732 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1459793.875000 Penalty: 4538.745605
	Iteration 4F: 3 clusters Score -1459794 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1461118.750000 Penalty: 4538.745605
	Iteration 5F: 3 clusters Score -1461119 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1462090.000000 Penalty: 4538.745605
	Iteration 6F: 3 clusters Score -1462090 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1462574.625000 Penalty: 4538.745605
	Iteration 7Q: 3 clusters Score -1462575 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1462907.000000 Penalty: 4538.745605
	Iteration 8Q: 3 clusters Score -1462907 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1463183.250000 Penalty: 4538.745605
	Iteration 9Q: 3 clusters Score -1463183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1463470.000000 Penalty: 4538.745605
	Iteration 10Q: 3 clusters Score -1463470 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1463790.000000 Penalty: 4538.745605
	Iteration 11Q: 3 clusters Score -1463790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1464086.125000 Penalty: 4538.745605
	Iteration 12Q: 3 clusters Score -1464086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1464234.875000 Penalty: 4538.745605
	Iteration 13Q: 3 clusters Score -1464235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1464291.375000 Penalty: 4538.745605
	Iteration 14Q: 3 clusters Score -1464291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1464326.375000 Penalty: 4538.745605
	Iteration 15Q: 3 clusters Score -1464326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1464361.125000 Penalty: 4538.745605
	Iteration 16Q: 3 clusters Score -1464361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1464397.375000 Penalty: 4538.745605
	Iteration 17Q: 3 clusters Score -1464397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1464423.500000 Penalty: 4538.745605
	Iteration 18Q: 3 clusters Score -1464424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1464439.625000 Penalty: 4538.745605
	Iteration 19Q: 3 clusters Score -1464440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1464452.000000 Penalty: 4538.745605
	Iteration 20F: 3 clusters Score -1464452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1464461.875000 Penalty: 4538.745605
	Iteration 21Q: 3 clusters Score -1464462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1464463.000000 Penalty: 4538.745605
	Iteration 22Q: 3 clusters Score -1464463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1464463.875000 Penalty: 4538.745605
	Iteration 23Q: 3 clusters Score -1464464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1464467.125000 Penalty: 4538.745605
	Iteration 24Q: 3 clusters Score -1464467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1464467.000000 Penalty: 4538.745605
	Iteration 25Q: 3 clusters Score -1464467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1464466.625000 Penalty: 4538.745605
	Iteration 26Q: 3 clusters Score -1464467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1464466.625000 Penalty: 4538.745605
	Iteration 27F: 3 clusters Score -1464467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3705 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Mstep: Class 60 contains 3313 members 
Mstep: Class 61 contains 5716 members 
Entering Unmasked Estep 
Score: -151890016.000000 Penalty: 208988.609375
Splitting cluster 54 changes total score from -151888464.000000 to -151890016.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 55 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -918327.500000 Penalty: 2161.904053
	Iteration 0F: 2 clusters Score -918327.5 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 2991 members 
Entering Unmasked Estep 
Score: -913069.812500 Penalty: 4323.808105
	Iteration 0F: 3 clusters Score -913069.8 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -914572.812500 Penalty: 4323.808105
	Iteration 1F: 3 clusters Score -914572.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -914953.125000 Penalty: 4323.808105
	Iteration 2F: 3 clusters Score -914953.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -915265.875000 Penalty: 4323.808105
	Iteration 3F: 3 clusters Score -915265.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -915550.312500 Penalty: 4323.808105
	Iteration 4F: 3 clusters Score -915550.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -915812.000000 Penalty: 4323.808105
	Iteration 5F: 3 clusters Score -915812 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -916029.125000 Penalty: 4323.808105
	Iteration 6Q: 3 clusters Score -916029.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -916181.250000 Penalty: 4323.808105
	Iteration 7Q: 3 clusters Score -916181.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -916285.187500 Penalty: 4323.808105
	Iteration 8Q: 3 clusters Score -916285.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -916361.437500 Penalty: 4323.808105
	Iteration 9Q: 3 clusters Score -916361.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -916433.875000 Penalty: 4323.808105
	Iteration 10Q: 3 clusters Score -916433.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -916482.687500 Penalty: 4323.808105
	Iteration 11Q: 3 clusters Score -916482.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -916525.437500 Penalty: 4323.808105
	Iteration 12Q: 3 clusters Score -916525.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -916557.812500 Penalty: 4323.808105
	Iteration 13Q: 3 clusters Score -916557.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -916598.312500 Penalty: 4323.808105
	Iteration 14Q: 3 clusters Score -916598.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -916629.750000 Penalty: 4323.808105
	Iteration 15Q: 3 clusters Score -916629.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -916652.125000 Penalty: 4323.808105
	Iteration 16Q: 3 clusters Score -916652.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -916668.875000 Penalty: 4323.808105
	Iteration 17Q: 3 clusters Score -916668.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -916684.687500 Penalty: 4323.808105
	Iteration 18Q: 3 clusters Score -916684.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -916696.875000 Penalty: 4323.808105
	Iteration 19Q: 3 clusters Score -916696.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -916710.562500 Penalty: 4323.808105
	Iteration 20F: 3 clusters Score -916710.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -916720.562500 Penalty: 4323.808105
	Iteration 21Q: 3 clusters Score -916720.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -916728.937500 Penalty: 4323.808105
	Iteration 22Q: 3 clusters Score -916728.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -916741.875000 Penalty: 4323.808105
	Iteration 23Q: 3 clusters Score -916741.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -916749.812500 Penalty: 4323.808105
	Iteration 24Q: 3 clusters Score -916749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -916755.937500 Penalty: 4323.808105
	Iteration 25Q: 3 clusters Score -916755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -916764.375000 Penalty: 4323.808105
	Iteration 26Q: 3 clusters Score -916764.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -916767.562500 Penalty: 4323.808105
	Iteration 27Q: 3 clusters Score -916767.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -916772.250000 Penalty: 4323.808105
	Iteration 28Q: 3 clusters Score -916772.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -916779.187500 Penalty: 4323.808105
	Iteration 29Q: 3 clusters Score -916779.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -916785.312500 Penalty: 4323.808105
	Iteration 30Q: 3 clusters Score -916785.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -916793.812500 Penalty: 4323.808105
	Iteration 31Q: 3 clusters Score -916793.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -916801.937500 Penalty: 4323.808105
	Iteration 32Q: 3 clusters Score -916801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -916814.000000 Penalty: 4323.808105
	Iteration 33Q: 3 clusters Score -916814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -916829.062500 Penalty: 4323.808105
	Iteration 34Q: 3 clusters Score -916829.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -916842.437500 Penalty: 4323.808105
	Iteration 35Q: 3 clusters Score -916842.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -916853.125000 Penalty: 4323.808105
	Iteration 36Q: 3 clusters Score -916853.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -916868.625000 Penalty: 4323.808105
	Iteration 37Q: 3 clusters Score -916868.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -916890.062500 Penalty: 4323.808105
	Iteration 38Q: 3 clusters Score -916890.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -916904.812500 Penalty: 4323.808105
	Iteration 39Q: 3 clusters Score -916904.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -916920.875000 Penalty: 4323.808105
	Iteration 40F: 3 clusters Score -916920.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -916938.500000 Penalty: 4323.808105
	Iteration 41Q: 3 clusters Score -916938.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -916955.000000 Penalty: 4323.808105
	Iteration 42Q: 3 clusters Score -916955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -916983.125000 Penalty: 4323.808105
	Iteration 43Q: 3 clusters Score -916983.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -917036.375000 Penalty: 4323.808105
	Iteration 44Q: 3 clusters Score -917036.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -917110.187500 Penalty: 4323.808105
	Iteration 45Q: 3 clusters Score -917110.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -917190.437500 Penalty: 4323.808105
	Iteration 46Q: 3 clusters Score -917190.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -917249.500000 Penalty: 4323.808105
	Iteration 47Q: 3 clusters Score -917249.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -917293.000000 Penalty: 4323.808105
	Iteration 48Q: 3 clusters Score -917293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -917322.375000 Penalty: 4323.808105
	Iteration 49Q: 3 clusters Score -917322.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -917340.062500 Penalty: 4323.808105
	Iteration 50Q: 3 clusters Score -917340.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -917351.875000 Penalty: 4323.808105
	Iteration 51Q: 3 clusters Score -917351.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -917361.625000 Penalty: 4323.808105
	Iteration 52Q: 3 clusters Score -917361.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -917370.687500 Penalty: 4323.808105
	Iteration 53Q: 3 clusters Score -917370.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -917380.000000 Penalty: 4323.808105
	Iteration 54Q: 3 clusters Score -917380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -917387.875000 Penalty: 4323.808105
	Iteration 55Q: 3 clusters Score -917387.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -917397.875000 Penalty: 4323.808105
	Iteration 56Q: 3 clusters Score -917397.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -917407.937500 Penalty: 4323.808105
	Iteration 57Q: 3 clusters Score -917407.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -917416.375000 Penalty: 4323.808105
	Iteration 58Q: 3 clusters Score -917416.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -917421.875000 Penalty: 4323.808105
	Iteration 59Q: 3 clusters Score -917421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -917427.687500 Penalty: 4323.808105
	Iteration 60F: 3 clusters Score -917427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -917434.500000 Penalty: 4323.808105
	Iteration 61Q: 3 clusters Score -917434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -917435.812500 Penalty: 4323.808105
	Iteration 62Q: 3 clusters Score -917435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -917436.562500 Penalty: 4323.808105
	Iteration 63Q: 3 clusters Score -917436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -917439.250000 Penalty: 4323.808105
	Iteration 64Q: 3 clusters Score -917439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -917438.562500 Penalty: 4323.808105
	Iteration 65Q: 3 clusters Score -917438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -917440.000000 Penalty: 4323.808105
	Iteration 66Q: 3 clusters Score -917440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -917440.062500 Penalty: 4323.808105
	Iteration 67Q: 3 clusters Score -917440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -917441.750000 Penalty: 4323.808105
	Iteration 68Q: 3 clusters Score -917441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -917441.812500 Penalty: 4323.808105
	Iteration 69Q: 3 clusters Score -917441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -917441.750000 Penalty: 4323.808105
	Iteration 70Q: 3 clusters Score -917441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -917441.750000 Penalty: 4323.808105
	Iteration 71F: 3 clusters Score -917441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -71715.382812 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -71715.38 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 282 members 
Entering Unmasked Estep 
Score: -70206.273438 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -70206.27 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70424.703125 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -70424.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70560.953125 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -70560.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70737.843750 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -70737.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70912.085938 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -70912.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71029.257812 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -71029.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71115.484375 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -71115.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71164.765625 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -71164.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71190.507812 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -71190.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71218.085938 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -71218.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71244.601562 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -71244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71271.109375 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -71271.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71316.890625 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -71316.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71360.570312 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -71360.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71377.484375 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -71377.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71404.312500 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -71404.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71411.937500 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -71411.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71416.765625 Penalty: 3084.425781
	Iteration 17Q: 3 clusters Score -71416.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71423.632812 Penalty: 3084.425781
	Iteration 18Q: 3 clusters Score -71423.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71427.726562 Penalty: 3084.425781
	Iteration 19F: 3 clusters Score -71427.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71439.109375 Penalty: 3084.425781
	Iteration 20F: 3 clusters Score -71439.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (42347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Entering Unmasked Estep 
Score: -6548496.500000 Penalty: 2642.105957
	Iteration 0F: 2 clusters Score -6548496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -6519764.500000 Penalty: 5284.211914
	Iteration 0F: 3 clusters Score -6519764 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -6530822.500000 Penalty: 5284.211914
	Iteration 1F: 3 clusters Score -6530822 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -6531719.000000 Penalty: 5284.211914
	Iteration 2Q: 3 clusters Score -6531719 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -6532611.500000 Penalty: 5284.211914
	Iteration 3Q: 3 clusters Score -6532612 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -6533620.000000 Penalty: 5284.211914
	Iteration 4Q: 3 clusters Score -6533620 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6534641.000000 Penalty: 5284.211914
	Iteration 5F: 3 clusters Score -6534641 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -6535677.500000 Penalty: 5284.211914
	Iteration 6F: 3 clusters Score -6535678 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -6536723.000000 Penalty: 5284.211914
	Iteration 7Q: 3 clusters Score -6536723 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -6537849.500000 Penalty: 5284.211914
	Iteration 8Q: 3 clusters Score -6537850 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -6539121.500000 Penalty: 5284.211914
	Iteration 9Q: 3 clusters Score -6539122 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -6540334.500000 Penalty: 5284.211914
	Iteration 10Q: 3 clusters Score -6540334 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -6541301.500000 Penalty: 5284.211914
	Iteration 11Q: 3 clusters Score -6541302 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -6542297.500000 Penalty: 5284.211914
	Iteration 12Q: 3 clusters Score -6542298 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6543105.500000 Penalty: 5284.211914
	Iteration 13Q: 3 clusters Score -6543106 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -6543830.000000 Penalty: 5284.211914
	Iteration 14Q: 3 clusters Score -6543830 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6544497.000000 Penalty: 5284.211914
	Iteration 15Q: 3 clusters Score -6544497 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -6545129.500000 Penalty: 5284.211914
	Iteration 16Q: 3 clusters Score -6545130 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -6545661.000000 Penalty: 5284.211914
	Iteration 17Q: 3 clusters Score -6545661 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -6545993.000000 Penalty: 5284.211914
	Iteration 18Q: 3 clusters Score -6545993 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6546219.000000 Penalty: 5284.211914
	Iteration 19Q: 3 clusters Score -6546219 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6546412.000000 Penalty: 5284.211914
	Iteration 20F: 3 clusters Score -6546412 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -6546532.500000 Penalty: 5284.211914
	Iteration 21Q: 3 clusters Score -6546532 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -6546592.500000 Penalty: 5284.211914
	Iteration 22Q: 3 clusters Score -6546592 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6546673.000000 Penalty: 5284.211914
	Iteration 23Q: 3 clusters Score -6546673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6546731.500000 Penalty: 5284.211914
	Iteration 24Q: 3 clusters Score -6546732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6546768.500000 Penalty: 5284.211914
	Iteration 25Q: 3 clusters Score -6546768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6546802.500000 Penalty: 5284.211914
	Iteration 26Q: 3 clusters Score -6546802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6546850.000000 Penalty: 5284.211914
	Iteration 27Q: 3 clusters Score -6546850 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6546866.000000 Penalty: 5284.211914
	Iteration 28Q: 3 clusters Score -6546866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6546854.000000 Penalty: 5284.211914
	Iteration 29Q: 3 clusters Score -6546854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6546862.500000 Penalty: 5284.211914
	Iteration 30Q: 3 clusters Score -6546862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6546869.000000 Penalty: 5284.211914
	Iteration 31Q: 3 clusters Score -6546869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6546888.500000 Penalty: 5284.211914
	Iteration 32Q: 3 clusters Score -6546888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6546905.500000 Penalty: 5284.211914
	Iteration 33Q: 3 clusters Score -6546906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6546933.500000 Penalty: 5284.211914
	Iteration 34Q: 3 clusters Score -6546934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6546945.000000 Penalty: 5284.211914
	Iteration 35Q: 3 clusters Score -6546945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6546941.500000 Penalty: 5284.211914
	Iteration 36Q: 3 clusters Score -6546942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6546956.000000 Penalty: 5284.211914
	Iteration 37Q: 3 clusters Score -6546956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6546980.500000 Penalty: 5284.211914
	Iteration 38Q: 3 clusters Score -6546980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6546988.500000 Penalty: 5284.211914
	Iteration 39Q: 3 clusters Score -6546988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6546988.000000 Penalty: 5284.211914
	Iteration 40F: 3 clusters Score -6546988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6547000.500000 Penalty: 5284.211914
	Iteration 41Q: 3 clusters Score -6547000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6547010.500000 Penalty: 5284.211914
	Iteration 42Q: 3 clusters Score -6547010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6547012.500000 Penalty: 5284.211914
	Iteration 43Q: 3 clusters Score -6547012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6547030.000000 Penalty: 5284.211914
	Iteration 44Q: 3 clusters Score -6547030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6547034.000000 Penalty: 5284.211914
	Iteration 45Q: 3 clusters Score -6547034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6547038.000000 Penalty: 5284.211914
	Iteration 46Q: 3 clusters Score -6547038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6547048.500000 Penalty: 5284.211914
	Iteration 47Q: 3 clusters Score -6547048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6547052.000000 Penalty: 5284.211914
	Iteration 48Q: 3 clusters Score -6547052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6547055.500000 Penalty: 5284.211914
	Iteration 49Q: 3 clusters Score -6547056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6547058.000000 Penalty: 5284.211914
	Iteration 50Q: 3 clusters Score -6547058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6547064.000000 Penalty: 5284.211914
	Iteration 51Q: 3 clusters Score -6547064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6547069.500000 Penalty: 5284.211914
	Iteration 52Q: 3 clusters Score -6547070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6547070.500000 Penalty: 5284.211914
	Iteration 53Q: 3 clusters Score -6547070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6547073.500000 Penalty: 5284.211914
	Iteration 54Q: 3 clusters Score -6547074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6547076.500000 Penalty: 5284.211914
	Iteration 55Q: 3 clusters Score -6547076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6547084.000000 Penalty: 5284.211914
	Iteration 56Q: 3 clusters Score -6547084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6547083.000000 Penalty: 5284.211914
	Iteration 57Q: 3 clusters Score -6547083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6547081.000000 Penalty: 5284.211914
	Iteration 58Q: 3 clusters Score -6547081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6547085.500000 Penalty: 5284.211914
	Iteration 59Q: 3 clusters Score -6547086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6547086.500000 Penalty: 5284.211914
	Iteration 60F: 3 clusters Score -6547086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6547079.500000 Penalty: 5284.211914
	Iteration 61Q: 3 clusters Score -6547080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6547093.500000 Penalty: 5284.211914
	Iteration 62Q: 3 clusters Score -6547094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6547089.500000 Penalty: 5284.211914
	Iteration 63Q: 3 clusters Score -6547090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6547094.500000 Penalty: 5284.211914
	Iteration 64Q: 3 clusters Score -6547094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6547095.000000 Penalty: 5284.211914
	Iteration 65Q: 3 clusters Score -6547095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6547097.500000 Penalty: 5284.211914
	Iteration 66Q: 3 clusters Score -6547098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6547095.000000 Penalty: 5284.211914
	Iteration 67Q: 3 clusters Score -6547095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6547097.500000 Penalty: 5284.211914
	Iteration 68Q: 3 clusters Score -6547098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6547105.000000 Penalty: 5284.211914
	Iteration 69Q: 3 clusters Score -6547105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6547102.500000 Penalty: 5284.211914
	Iteration 70Q: 3 clusters Score -6547102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6547100.500000 Penalty: 5284.211914
	Iteration 71Q: 3 clusters Score -6547100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6547100.500000 Penalty: 5284.211914
	Iteration 72F: 3 clusters Score -6547100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -460822.281250 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -460822.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -457593.250000 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -457593.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -458347.250000 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -458347.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -458571.593750 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -458571.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -458703.718750 Penalty: 3975.602539
	Iteration 3F: 3 clusters Score -458703.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -458780.093750 Penalty: 3975.602539
	Iteration 4Q: 3 clusters Score -458780.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -458819.531250 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -458819.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -458849.000000 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -458849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -458871.406250 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -458871.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -458892.437500 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -458892.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -458904.250000 Penalty: 3975.602539
	Iteration 9Q: 3 clusters Score -458904.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -458912.250000 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -458912.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -458919.031250 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -458919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -458924.156250 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -458924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -458930.906250 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -458930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -458935.187500 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -458935.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -458939.562500 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -458939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -458941.562500 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -458941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -458943.875000 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -458943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -458945.875000 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -458945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -458948.812500 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -458948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -458951.906250 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -458951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -458955.125000 Penalty: 3975.602539
	Iteration 21Q: 3 clusters Score -458955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -458956.312500 Penalty: 3975.602539
	Iteration 22Q: 3 clusters Score -458956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -458956.531250 Penalty: 3975.602539
	Iteration 23Q: 3 clusters Score -458956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -458957.531250 Penalty: 3975.602539
	Iteration 24Q: 3 clusters Score -458957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -458957.593750 Penalty: 3975.602539
	Iteration 25Q: 3 clusters Score -458957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -458958.218750 Penalty: 3975.602539
	Iteration 26Q: 3 clusters Score -458958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -458958.218750 Penalty: 3975.602539
	Iteration 27F: 3 clusters Score -458958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -820698.125000 Penalty: 2125.823975
	Iteration 0F: 2 clusters Score -820698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -816026.187500 Penalty: 4251.647949
	Iteration 0F: 3 clusters Score -816026.2 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -817274.125000 Penalty: 4251.647949
	Iteration 1F: 3 clusters Score -817274.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -817593.812500 Penalty: 4251.647949
	Iteration 2F: 3 clusters Score -817593.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -817763.062500 Penalty: 4251.647949
	Iteration 3F: 3 clusters Score -817763.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -817890.187500 Penalty: 4251.647949
	Iteration 4Q: 3 clusters Score -817890.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -817998.250000 Penalty: 4251.647949
	Iteration 5Q: 3 clusters Score -817998.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -818092.937500 Penalty: 4251.647949
	Iteration 6Q: 3 clusters Score -818092.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -818167.687500 Penalty: 4251.647949
	Iteration 7Q: 3 clusters Score -818167.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -818226.375000 Penalty: 4251.647949
	Iteration 8Q: 3 clusters Score -818226.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -818282.875000 Penalty: 4251.647949
	Iteration 9Q: 3 clusters Score -818282.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -818317.000000 Penalty: 4251.647949
	Iteration 10Q: 3 clusters Score -818317 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -818351.875000 Penalty: 4251.647949
	Iteration 11Q: 3 clusters Score -818351.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -818381.500000 Penalty: 4251.647949
	Iteration 12Q: 3 clusters Score -818381.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -818408.562500 Penalty: 4251.647949
	Iteration 13Q: 3 clusters Score -818408.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -818423.937500 Penalty: 4251.647949
	Iteration 14Q: 3 clusters Score -818423.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -818440.062500 Penalty: 4251.647949
	Iteration 15Q: 3 clusters Score -818440.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -818456.937500 Penalty: 4251.647949
	Iteration 16Q: 3 clusters Score -818456.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -818469.125000 Penalty: 4251.647949
	Iteration 17Q: 3 clusters Score -818469.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -818480.750000 Penalty: 4251.647949
	Iteration 18Q: 3 clusters Score -818480.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -818490.937500 Penalty: 4251.647949
	Iteration 19Q: 3 clusters Score -818490.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -818503.187500 Penalty: 4251.647949
	Iteration 20F: 3 clusters Score -818503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -818506.750000 Penalty: 4251.647949
	Iteration 21Q: 3 clusters Score -818506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -818511.937500 Penalty: 4251.647949
	Iteration 22Q: 3 clusters Score -818511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -818513.187500 Penalty: 4251.647949
	Iteration 23Q: 3 clusters Score -818513.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -818519.562500 Penalty: 4251.647949
	Iteration 24Q: 3 clusters Score -818519.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -818522.875000 Penalty: 4251.647949
	Iteration 25Q: 3 clusters Score -818522.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -818527.500000 Penalty: 4251.647949
	Iteration 26Q: 3 clusters Score -818527.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -818528.250000 Penalty: 4251.647949
	Iteration 27Q: 3 clusters Score -818528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -818532.000000 Penalty: 4251.647949
	Iteration 28Q: 3 clusters Score -818532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818540.250000 Penalty: 4251.647949
	Iteration 29Q: 3 clusters Score -818540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -818546.625000 Penalty: 4251.647949
	Iteration 30Q: 3 clusters Score -818546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -818550.187500 Penalty: 4251.647949
	Iteration 31Q: 3 clusters Score -818550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -818551.875000 Penalty: 4251.647949
	Iteration 32Q: 3 clusters Score -818551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818557.187500 Penalty: 4251.647949
	Iteration 33Q: 3 clusters Score -818557.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -818561.687500 Penalty: 4251.647949
	Iteration 34Q: 3 clusters Score -818561.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -818564.375000 Penalty: 4251.647949
	Iteration 35Q: 3 clusters Score -818564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -818566.250000 Penalty: 4251.647949
	Iteration 36Q: 3 clusters Score -818566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -818570.187500 Penalty: 4251.647949
	Iteration 37Q: 3 clusters Score -818570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -818574.687500 Penalty: 4251.647949
	Iteration 38Q: 3 clusters Score -818574.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -818576.562500 Penalty: 4251.647949
	Iteration 39Q: 3 clusters Score -818576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -818581.812500 Penalty: 4251.647949
	Iteration 40F: 3 clusters Score -818581.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -818584.437500 Penalty: 4251.647949
	Iteration 41Q: 3 clusters Score -818584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818588.125000 Penalty: 4251.647949
	Iteration 42Q: 3 clusters Score -818588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -818589.625000 Penalty: 4251.647949
	Iteration 43Q: 3 clusters Score -818589.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -818589.937500 Penalty: 4251.647949
	Iteration 44Q: 3 clusters Score -818589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -818593.937500 Penalty: 4251.647949
	Iteration 45Q: 3 clusters Score -818593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -818595.250000 Penalty: 4251.647949
	Iteration 46Q: 3 clusters Score -818595.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -818601.250000 Penalty: 4251.647949
	Iteration 47Q: 3 clusters Score -818601.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818603.625000 Penalty: 4251.647949
	Iteration 48Q: 3 clusters Score -818603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818607.125000 Penalty: 4251.647949
	Iteration 49Q: 3 clusters Score -818607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -818612.250000 Penalty: 4251.647949
	Iteration 50Q: 3 clusters Score -818612.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -818617.750000 Penalty: 4251.647949
	Iteration 51Q: 3 clusters Score -818617.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -818623.562500 Penalty: 4251.647949
	Iteration 52Q: 3 clusters Score -818623.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -818631.625000 Penalty: 4251.647949
	Iteration 53Q: 3 clusters Score -818631.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -818637.000000 Penalty: 4251.647949
	Iteration 54Q: 3 clusters Score -818637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -818650.375000 Penalty: 4251.647949
	Iteration 55Q: 3 clusters Score -818650.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -818662.812500 Penalty: 4251.647949
	Iteration 56Q: 3 clusters Score -818662.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -818674.687500 Penalty: 4251.647949
	Iteration 57Q: 3 clusters Score -818674.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -818686.062500 Penalty: 4251.647949
	Iteration 58Q: 3 clusters Score -818686.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -818698.937500 Penalty: 4251.647949
	Iteration 59Q: 3 clusters Score -818698.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -818708.625000 Penalty: 4251.647949
	Iteration 60F: 3 clusters Score -818708.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -818716.062500 Penalty: 4251.647949
	Iteration 61Q: 3 clusters Score -818716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -818726.875000 Penalty: 4251.647949
	Iteration 62Q: 3 clusters Score -818726.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -818735.375000 Penalty: 4251.647949
	Iteration 63Q: 3 clusters Score -818735.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -818743.000000 Penalty: 4251.647949
	Iteration 64Q: 3 clusters Score -818743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -818747.375000 Penalty: 4251.647949
	Iteration 65Q: 3 clusters Score -818747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -818752.812500 Penalty: 4251.647949
	Iteration 66Q: 3 clusters Score -818752.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -818760.250000 Penalty: 4251.647949
	Iteration 67Q: 3 clusters Score -818760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -818764.375000 Penalty: 4251.647949
	Iteration 68Q: 3 clusters Score -818764.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -818769.125000 Penalty: 4251.647949
	Iteration 69Q: 3 clusters Score -818769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -818772.625000 Penalty: 4251.647949
	Iteration 70Q: 3 clusters Score -818772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -818777.062500 Penalty: 4251.647949
	Iteration 71Q: 3 clusters Score -818777.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -818780.125000 Penalty: 4251.647949
	Iteration 72Q: 3 clusters Score -818780.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -818785.375000 Penalty: 4251.647949
	Iteration 73Q: 3 clusters Score -818785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -818792.125000 Penalty: 4251.647949
	Iteration 74Q: 3 clusters Score -818792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -818794.375000 Penalty: 4251.647949
	Iteration 75Q: 3 clusters Score -818794.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -818802.125000 Penalty: 4251.647949
	Iteration 76Q: 3 clusters Score -818802.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -818809.562500 Penalty: 4251.647949
	Iteration 77Q: 3 clusters Score -818809.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -818818.812500 Penalty: 4251.647949
	Iteration 78Q: 3 clusters Score -818818.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -818824.875000 Penalty: 4251.647949
	Iteration 79Q: 3 clusters Score -818824.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -818830.500000 Penalty: 4251.647949
	Iteration 80F: 3 clusters Score -818830.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -818836.000000 Penalty: 4251.647949
	Iteration 81Q: 3 clusters Score -818836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -818845.937500 Penalty: 4251.647949
	Iteration 82Q: 3 clusters Score -818845.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -818856.187500 Penalty: 4251.647949
	Iteration 83Q: 3 clusters Score -818856.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -818866.312500 Penalty: 4251.647949
	Iteration 84Q: 3 clusters Score -818866.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -818882.937500 Penalty: 4251.647949
	Iteration 85Q: 3 clusters Score -818882.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -818902.062500 Penalty: 4251.647949
	Iteration 86Q: 3 clusters Score -818902.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -818914.937500 Penalty: 4251.647949
	Iteration 87Q: 3 clusters Score -818914.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -818932.500000 Penalty: 4251.647949
	Iteration 88Q: 3 clusters Score -818932.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -818945.562500 Penalty: 4251.647949
	Iteration 89Q: 3 clusters Score -818945.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -818960.375000 Penalty: 4251.647949
	Iteration 90Q: 3 clusters Score -818960.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -818976.750000 Penalty: 4251.647949
	Iteration 91Q: 3 clusters Score -818976.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -818993.125000 Penalty: 4251.647949
	Iteration 92Q: 3 clusters Score -818993.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -819010.750000 Penalty: 4251.647949
	Iteration 93Q: 3 clusters Score -819010.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -819020.937500 Penalty: 4251.647949
	Iteration 94Q: 3 clusters Score -819020.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -819025.687500 Penalty: 4251.647949
	Iteration 95Q: 3 clusters Score -819025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -819028.875000 Penalty: 4251.647949
	Iteration 96Q: 3 clusters Score -819028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -819032.562500 Penalty: 4251.647949
	Iteration 97Q: 3 clusters Score -819032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -819035.500000 Penalty: 4251.647949
	Iteration 98Q: 3 clusters Score -819035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -819037.000000 Penalty: 4251.647949
	Iteration 99Q: 3 clusters Score -819037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -819038.000000 Penalty: 4251.647949
	Iteration 100F: 3 clusters Score -819038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -819037.125000 Penalty: 4251.647949
	Iteration 101Q: 3 clusters Score -819037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -819038.125000 Penalty: 4251.647949
	Iteration 102Q: 3 clusters Score -819038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -819038.125000 Penalty: 4251.647949
	Iteration 103F: 3 clusters Score -819038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 9236 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1482 members 
Mstep: Class 9 contains 48200 members 
Mstep: Class 10 contains 7212 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52809 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80949 members 
Mstep: Class 17 contains 14575 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 32830 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94913 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 89049 members 
Mstep: Class 29 contains 25403 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14637 members 
Mstep: Class 42 contains 21543 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5099 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 9938 members 
Mstep: Class 50 contains 14897 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3705 members 
Mstep: Class 55 contains 6108 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42347 members 
Mstep: Class 58 contains 3027 members 
Mstep: Class 59 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151891344.000000 Penalty: 208988.609375
Iteration 159Q: 62 clusters Score -1.518913e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 12494 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79312 members 
Mstep: Class 7 contains 82334 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 48157 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 52778 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 80925 members 
Mstep: Class 17 contains 14592 members 
Mstep: Class 18 contains 9284 members 
Mstep: Class 19 contains 32837 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8199 members 
Mstep: Class 22 contains 16733 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94918 members 
Mstep: Class 26 contains 13919 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 89029 members 
Mstep: Class 29 contains 25507 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6734 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4854 members 
Mstep: Class 36 contains 6520 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3812 members 
Mstep: Class 39 contains 7529 members 
Mstep: Class 40 contains 2574 members 
Mstep: Class 41 contains 14685 members 
Mstep: Class 42 contains 21578 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9432 members 
Mstep: Class 45 contains 8598 members 
Mstep: Class 46 contains 5121 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11375 members 
Mstep: Class 49 contains 10023 members 
Mstep: Class 50 contains 14866 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3706 members 
Mstep: Class 55 contains 6106 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42384 members 
Mstep: Class 58 contains 3033 members 
Mstep: Class 59 contains 5349 members 
Mstep: Class 60 contains 3109 members 
Mstep: Class 61 contains 5395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151892736.000000 Penalty: 208988.609375
Iteration 160F: 62 clusters Score -1.518927e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 9165 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 12474 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79309 members 
Mstep: Class 7 contains 82329 members 
Mstep: Class 8 contains 1464 members 
Mstep: Class 9 contains 48123 members 
Mstep: Class 10 contains 7115 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 52672 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 80907 members 
Mstep: Class 17 contains 14566 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 32701 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 16667 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94937 members 
Mstep: Class 26 contains 13922 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 88991 members 
Mstep: Class 29 contains 25586 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6723 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4810 members 
Mstep: Class 36 contains 6521 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3794 members 
Mstep: Class 39 contains 7628 members 
Mstep: Class 40 contains 2579 members 
Mstep: Class 41 contains 14705 members 
Mstep: Class 42 contains 21582 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9437 members 
Mstep: Class 45 contains 8588 members 
Mstep: Class 46 contains 5128 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11374 members 
Mstep: Class 49 contains 10040 members 
Mstep: Class 50 contains 14841 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2418 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3706 members 
Mstep: Class 55 contains 6104 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42374 members 
Mstep: Class 58 contains 3036 members 
Mstep: Class 59 contains 5348 members 
Mstep: Class 60 contains 3320 members 
Mstep: Class 61 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893264.000000 Penalty: 208988.609375
Iteration 161Q: 62 clusters Score -1.518933e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 12469 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79303 members 
Mstep: Class 7 contains 82342 members 
Mstep: Class 8 contains 1461 members 
Mstep: Class 9 contains 48098 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 52600 members 
Mstep: Class 14 contains 10108 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 80896 members 
Mstep: Class 17 contains 14548 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 32544 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 16611 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94954 members 
Mstep: Class 26 contains 13922 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 88953 members 
Mstep: Class 29 contains 25662 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 6724 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 6525 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3791 members 
Mstep: Class 39 contains 7720 members 
Mstep: Class 40 contains 2580 members 
Mstep: Class 41 contains 14723 members 
Mstep: Class 42 contains 21585 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9447 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5135 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11376 members 
Mstep: Class 49 contains 10069 members 
Mstep: Class 50 contains 14814 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2417 members 
Mstep: Class 53 contains 4565 members 
Mstep: Class 54 contains 3699 members 
Mstep: Class 55 contains 6098 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42383 members 
Mstep: Class 58 contains 3035 members 
Mstep: Class 59 contains 5362 members 
Mstep: Class 60 contains 3441 members 
Mstep: Class 61 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893440.000000 Penalty: 208988.609375
Iteration 162Q: 62 clusters Score -1.518934e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79297 members 
Mstep: Class 7 contains 82357 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 48059 members 
Mstep: Class 10 contains 7019 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3701 members 
Mstep: Class 13 contains 52540 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 80882 members 
Mstep: Class 17 contains 14536 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32419 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 16583 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94965 members 
Mstep: Class 26 contains 13920 members 
Mstep: Class 27 contains 7505 members 
Mstep: Class 28 contains 88926 members 
Mstep: Class 29 contains 25733 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1346 members 
Mstep: Class 32 contains 6722 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4745 members 
Mstep: Class 36 contains 6535 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3790 members 
Mstep: Class 39 contains 7807 members 
Mstep: Class 40 contains 2581 members 
Mstep: Class 41 contains 14731 members 
Mstep: Class 42 contains 21590 members 
Mstep: Class 43 contains 7265 members 
Mstep: Class 44 contains 9460 members 
Mstep: Class 45 contains 8587 members 
Mstep: Class 46 contains 5142 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11377 members 
Mstep: Class 49 contains 10092 members 
Mstep: Class 50 contains 14798 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2418 members 
Mstep: Class 53 contains 4566 members 
Mstep: Class 54 contains 3693 members 
Mstep: Class 55 contains 6094 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42378 members 
Mstep: Class 58 contains 3039 members 
Mstep: Class 59 contains 5383 members 
Mstep: Class 60 contains 3530 members 
Mstep: Class 61 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893632.000000 Penalty: 208988.609375
Iteration 163Q: 62 clusters Score -1.518936e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 9150 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79290 members 
Mstep: Class 7 contains 82358 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 48027 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 52498 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 6722 members 
Mstep: Class 16 contains 80868 members 
Mstep: Class 17 contains 14524 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32325 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8194 members 
Mstep: Class 22 contains 16569 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94981 members 
Mstep: Class 26 contains 13920 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 88896 members 
Mstep: Class 29 contains 25822 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1347 members 
Mstep: Class 32 contains 6716 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4717 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3786 members 
Mstep: Class 39 contains 7867 members 
Mstep: Class 40 contains 2581 members 
Mstep: Class 41 contains 14734 members 
Mstep: Class 42 contains 21597 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9471 members 
Mstep: Class 45 contains 8585 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11380 members 
Mstep: Class 49 contains 10108 members 
Mstep: Class 50 contains 14770 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2420 members 
Mstep: Class 53 contains 4566 members 
Mstep: Class 54 contains 3691 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42376 members 
Mstep: Class 58 contains 3038 members 
Mstep: Class 59 contains 5400 members 
Mstep: Class 60 contains 3597 members 
Mstep: Class 61 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893680.000000 Penalty: 208988.609375
Iteration 164Q: 62 clusters Score -1.518937e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 9140 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79278 members 
Mstep: Class 7 contains 82358 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47990 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52452 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 80860 members 
Mstep: Class 17 contains 14513 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32259 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8193 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 94993 members 
Mstep: Class 26 contains 13915 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 88861 members 
Mstep: Class 29 contains 25916 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4699 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3785 members 
Mstep: Class 39 contains 7923 members 
Mstep: Class 40 contains 2577 members 
Mstep: Class 41 contains 14735 members 
Mstep: Class 42 contains 21601 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9486 members 
Mstep: Class 45 contains 8583 members 
Mstep: Class 46 contains 5158 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11385 members 
Mstep: Class 49 contains 10123 members 
Mstep: Class 50 contains 14745 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2422 members 
Mstep: Class 53 contains 4566 members 
Mstep: Class 54 contains 3687 members 
Mstep: Class 55 contains 6080 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42376 members 
Mstep: Class 58 contains 3040 members 
Mstep: Class 59 contains 5423 members 
Mstep: Class 60 contains 3652 members 
Mstep: Class 61 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893712.000000 Penalty: 208988.609375
Iteration 165Q: 62 clusters Score -1.518937e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 4265 members 
Mstep: Class 4 contains 12492 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79274 members 
Mstep: Class 7 contains 82358 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47958 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 52432 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 80845 members 
Mstep: Class 17 contains 14503 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 32166 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 16536 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95004 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 88838 members 
Mstep: Class 29 contains 26007 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6705 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4680 members 
Mstep: Class 36 contains 6538 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3785 members 
Mstep: Class 39 contains 7967 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 14735 members 
Mstep: Class 42 contains 21618 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9497 members 
Mstep: Class 45 contains 8586 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11388 members 
Mstep: Class 49 contains 10134 members 
Mstep: Class 50 contains 14713 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2422 members 
Mstep: Class 53 contains 4565 members 
Mstep: Class 54 contains 3684 members 
Mstep: Class 55 contains 6072 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42370 members 
Mstep: Class 58 contains 3042 members 
Mstep: Class 59 contains 5434 members 
Mstep: Class 60 contains 3700 members 
Mstep: Class 61 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893968.000000 Penalty: 208988.609375
Iteration 166Q: 62 clusters Score -1.51894e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 9133 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 12501 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79268 members 
Mstep: Class 7 contains 82356 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47931 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 52396 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 16 contains 80832 members 
Mstep: Class 17 contains 14495 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32093 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95020 members 
Mstep: Class 26 contains 13906 members 
Mstep: Class 27 contains 7510 members 
Mstep: Class 28 contains 88812 members 
Mstep: Class 29 contains 26081 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6699 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4662 members 
Mstep: Class 36 contains 6539 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3783 members 
Mstep: Class 39 contains 7998 members 
Mstep: Class 40 contains 2563 members 
Mstep: Class 41 contains 14734 members 
Mstep: Class 42 contains 21630 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9509 members 
Mstep: Class 45 contains 8593 members 
Mstep: Class 46 contains 5164 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11390 members 
Mstep: Class 49 contains 10141 members 
Mstep: Class 50 contains 14694 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2421 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3680 members 
Mstep: Class 55 contains 6069 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42367 members 
Mstep: Class 58 contains 3045 members 
Mstep: Class 59 contains 5446 members 
Mstep: Class 60 contains 3742 members 
Mstep: Class 61 contains 5620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893888.000000 Penalty: 208988.609375
Iteration 167Q: 62 clusters Score -1.518939e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 4349 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79262 members 
Mstep: Class 7 contains 82353 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47911 members 
Mstep: Class 10 contains 6885 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3700 members 
Mstep: Class 13 contains 52376 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 80820 members 
Mstep: Class 17 contains 14492 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 32022 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8186 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95035 members 
Mstep: Class 26 contains 13905 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 88799 members 
Mstep: Class 29 contains 26154 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6694 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4645 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3777 members 
Mstep: Class 39 contains 8022 members 
Mstep: Class 40 contains 2559 members 
Mstep: Class 41 contains 14731 members 
Mstep: Class 42 contains 21640 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9513 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5165 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11389 members 
Mstep: Class 49 contains 10146 members 
Mstep: Class 50 contains 14672 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2422 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3678 members 
Mstep: Class 55 contains 6070 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42362 members 
Mstep: Class 58 contains 3048 members 
Mstep: Class 59 contains 5454 members 
Mstep: Class 60 contains 3763 members 
Mstep: Class 61 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893936.000000 Penalty: 208988.609375
Iteration 168Q: 62 clusters Score -1.518939e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79248 members 
Mstep: Class 7 contains 82349 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47892 members 
Mstep: Class 10 contains 6872 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3699 members 
Mstep: Class 13 contains 52358 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 80818 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 31953 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 16546 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95044 members 
Mstep: Class 26 contains 13904 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 88794 members 
Mstep: Class 29 contains 26216 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6687 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4633 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 8040 members 
Mstep: Class 40 contains 2558 members 
Mstep: Class 41 contains 14733 members 
Mstep: Class 42 contains 21645 members 
Mstep: Class 43 contains 7266 members 
Mstep: Class 44 contains 9521 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5162 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11389 members 
Mstep: Class 49 contains 10147 members 
Mstep: Class 50 contains 14641 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3677 members 
Mstep: Class 55 contains 6067 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42360 members 
Mstep: Class 58 contains 3054 members 
Mstep: Class 59 contains 5462 members 
Mstep: Class 60 contains 3779 members 
Mstep: Class 61 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894064.000000 Penalty: 208988.609375
Iteration 169Q: 62 clusters Score -1.518941e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 12538 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79231 members 
Mstep: Class 7 contains 82352 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47869 members 
Mstep: Class 10 contains 6855 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52344 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 80808 members 
Mstep: Class 17 contains 14484 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 31883 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8185 members 
Mstep: Class 22 contains 16548 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95049 members 
Mstep: Class 26 contains 13903 members 
Mstep: Class 27 contains 7508 members 
Mstep: Class 28 contains 88791 members 
Mstep: Class 29 contains 26273 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6680 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4618 members 
Mstep: Class 36 contains 6549 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3776 members 
Mstep: Class 39 contains 8065 members 
Mstep: Class 40 contains 2558 members 
Mstep: Class 41 contains 14734 members 
Mstep: Class 42 contains 21655 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9525 members 
Mstep: Class 45 contains 8586 members 
Mstep: Class 46 contains 5162 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11388 members 
Mstep: Class 49 contains 10150 members 
Mstep: Class 50 contains 14609 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3679 members 
Mstep: Class 55 contains 6065 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42359 members 
Mstep: Class 58 contains 3064 members 
Mstep: Class 59 contains 5467 members 
Mstep: Class 60 contains 3795 members 
Mstep: Class 61 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894192.000000 Penalty: 208988.609375
Iteration 170Q: 62 clusters Score -1.518942e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 9134 members 
Mstep: Class 3 contains 4494 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79216 members 
Mstep: Class 7 contains 82354 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47846 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3694 members 
Mstep: Class 13 contains 52337 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 80802 members 
Mstep: Class 17 contains 14479 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 31812 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 16550 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95053 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 88787 members 
Mstep: Class 29 contains 26328 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6676 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4604 members 
Mstep: Class 36 contains 6551 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 2559 members 
Mstep: Class 41 contains 14736 members 
Mstep: Class 42 contains 21664 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9527 members 
Mstep: Class 45 contains 8585 members 
Mstep: Class 46 contains 5159 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11389 members 
Mstep: Class 49 contains 10151 members 
Mstep: Class 50 contains 14583 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3680 members 
Mstep: Class 55 contains 6062 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42362 members 
Mstep: Class 58 contains 3068 members 
Mstep: Class 59 contains 5469 members 
Mstep: Class 60 contains 3812 members 
Mstep: Class 61 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894096.000000 Penalty: 208988.609375
Iteration 171Q: 62 clusters Score -1.518941e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 9131 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 12553 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79195 members 
Mstep: Class 7 contains 82346 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47830 members 
Mstep: Class 10 contains 6815 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3695 members 
Mstep: Class 13 contains 52312 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 80794 members 
Mstep: Class 17 contains 14478 members 
Mstep: Class 18 contains 9270 members 
Mstep: Class 19 contains 31747 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95069 members 
Mstep: Class 26 contains 13902 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 88782 members 
Mstep: Class 29 contains 26378 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6674 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4593 members 
Mstep: Class 36 contains 6553 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3778 members 
Mstep: Class 39 contains 8111 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 14732 members 
Mstep: Class 42 contains 21668 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9533 members 
Mstep: Class 45 contains 8587 members 
Mstep: Class 46 contains 5157 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11390 members 
Mstep: Class 49 contains 10154 members 
Mstep: Class 50 contains 14562 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3678 members 
Mstep: Class 55 contains 6062 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42360 members 
Mstep: Class 58 contains 3074 members 
Mstep: Class 59 contains 5474 members 
Mstep: Class 60 contains 3829 members 
Mstep: Class 61 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894304.000000 Penalty: 208988.609375
Iteration 172Q: 62 clusters Score -1.518943e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 9119 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 12559 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79182 members 
Mstep: Class 7 contains 82346 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47807 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3695 members 
Mstep: Class 13 contains 52302 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 80786 members 
Mstep: Class 17 contains 14476 members 
Mstep: Class 18 contains 9270 members 
Mstep: Class 19 contains 31658 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16573 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95075 members 
Mstep: Class 26 contains 13899 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 88770 members 
Mstep: Class 29 contains 26437 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6680 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9517 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 6561 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3780 members 
Mstep: Class 39 contains 8138 members 
Mstep: Class 40 contains 2558 members 
Mstep: Class 41 contains 14727 members 
Mstep: Class 42 contains 21668 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 9540 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5157 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11393 members 
Mstep: Class 49 contains 10157 members 
Mstep: Class 50 contains 14540 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2426 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3676 members 
Mstep: Class 55 contains 6060 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42361 members 
Mstep: Class 58 contains 3081 members 
Mstep: Class 59 contains 5476 members 
Mstep: Class 60 contains 3841 members 
Mstep: Class 61 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894224.000000 Penalty: 208988.609375
Iteration 173Q: 62 clusters Score -1.518942e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 9112 members 
Mstep: Class 3 contains 4659 members 
Mstep: Class 4 contains 12571 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79176 members 
Mstep: Class 7 contains 82336 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47788 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3695 members 
Mstep: Class 13 contains 52284 members 
Mstep: Class 14 contains 9875 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 80780 members 
Mstep: Class 17 contains 14474 members 
Mstep: Class 18 contains 9270 members 
Mstep: Class 19 contains 31572 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16594 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95082 members 
Mstep: Class 26 contains 13900 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 88759 members 
Mstep: Class 29 contains 26494 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6688 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4582 members 
Mstep: Class 36 contains 6567 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3783 members 
Mstep: Class 39 contains 8163 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 14726 members 
Mstep: Class 42 contains 21671 members 
Mstep: Class 43 contains 7268 members 
Mstep: Class 44 contains 9544 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11394 members 
Mstep: Class 49 contains 10154 members 
Mstep: Class 50 contains 14522 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2427 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3674 members 
Mstep: Class 55 contains 6056 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42361 members 
Mstep: Class 58 contains 3083 members 
Mstep: Class 59 contains 5481 members 
Mstep: Class 60 contains 3851 members 
Mstep: Class 61 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894384.000000 Penalty: 208988.609375
Iteration 174Q: 62 clusters Score -1.518944e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 82323 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47766 members 
Mstep: Class 10 contains 6772 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52266 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 80778 members 
Mstep: Class 17 contains 14470 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 31493 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16603 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95085 members 
Mstep: Class 26 contains 13897 members 
Mstep: Class 27 contains 7511 members 
Mstep: Class 28 contains 88755 members 
Mstep: Class 29 contains 26560 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6691 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4576 members 
Mstep: Class 36 contains 6572 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3788 members 
Mstep: Class 39 contains 8178 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 14726 members 
Mstep: Class 42 contains 21676 members 
Mstep: Class 43 contains 7267 members 
Mstep: Class 44 contains 9551 members 
Mstep: Class 45 contains 8588 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11394 members 
Mstep: Class 49 contains 10158 members 
Mstep: Class 50 contains 14498 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2426 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3672 members 
Mstep: Class 55 contains 6052 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42360 members 
Mstep: Class 58 contains 3084 members 
Mstep: Class 59 contains 5485 members 
Mstep: Class 60 contains 3860 members 
Mstep: Class 61 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894112.000000 Penalty: 208988.609375
Iteration 175Q: 62 clusters Score -1.518941e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 12584 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79159 members 
Mstep: Class 7 contains 82311 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47740 members 
Mstep: Class 10 contains 6764 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52244 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 80775 members 
Mstep: Class 17 contains 14469 members 
Mstep: Class 18 contains 9272 members 
Mstep: Class 19 contains 31410 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16604 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95093 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 7510 members 
Mstep: Class 28 contains 88758 members 
Mstep: Class 29 contains 26626 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6703 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3792 members 
Mstep: Class 39 contains 8193 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 14726 members 
Mstep: Class 42 contains 21680 members 
Mstep: Class 43 contains 7269 members 
Mstep: Class 44 contains 9559 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11397 members 
Mstep: Class 49 contains 10160 members 
Mstep: Class 50 contains 14469 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2425 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3668 members 
Mstep: Class 55 contains 6051 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42356 members 
Mstep: Class 58 contains 3086 members 
Mstep: Class 59 contains 5490 members 
Mstep: Class 60 contains 3869 members 
Mstep: Class 61 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894032.000000 Penalty: 208988.609375
Iteration 176Q: 62 clusters Score -1.51894e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 12597 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79142 members 
Mstep: Class 7 contains 82307 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47716 members 
Mstep: Class 10 contains 6755 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52218 members 
Mstep: Class 14 contains 9815 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 80771 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 31338 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16611 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95101 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 88752 members 
Mstep: Class 29 contains 26682 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6704 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4573 members 
Mstep: Class 36 contains 6582 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3792 members 
Mstep: Class 39 contains 8207 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14726 members 
Mstep: Class 42 contains 21685 members 
Mstep: Class 43 contains 7271 members 
Mstep: Class 44 contains 9561 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5150 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11398 members 
Mstep: Class 49 contains 10165 members 
Mstep: Class 50 contains 14449 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2425 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3667 members 
Mstep: Class 55 contains 6047 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42355 members 
Mstep: Class 58 contains 3087 members 
Mstep: Class 59 contains 5494 members 
Mstep: Class 60 contains 3878 members 
Mstep: Class 61 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894016.000000 Penalty: 208988.609375
Iteration 177Q: 62 clusters Score -1.51894e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79122 members 
Mstep: Class 7 contains 82293 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47704 members 
Mstep: Class 10 contains 6748 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52196 members 
Mstep: Class 14 contains 9792 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 80769 members 
Mstep: Class 17 contains 14467 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 31292 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8177 members 
Mstep: Class 22 contains 16608 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95112 members 
Mstep: Class 26 contains 13891 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 88742 members 
Mstep: Class 29 contains 26731 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4570 members 
Mstep: Class 36 contains 6591 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3793 members 
Mstep: Class 39 contains 8219 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 14727 members 
Mstep: Class 42 contains 21689 members 
Mstep: Class 43 contains 7273 members 
Mstep: Class 44 contains 9562 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11398 members 
Mstep: Class 49 contains 10169 members 
Mstep: Class 50 contains 14434 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2425 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3666 members 
Mstep: Class 55 contains 6047 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42354 members 
Mstep: Class 58 contains 3091 members 
Mstep: Class 59 contains 5500 members 
Mstep: Class 60 contains 3884 members 
Mstep: Class 61 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894016.000000 Penalty: 208988.609375
Iteration 178Q: 62 clusters Score -1.51894e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 12613 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79100 members 
Mstep: Class 7 contains 82282 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47690 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 52166 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 80765 members 
Mstep: Class 17 contains 14463 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 31241 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8175 members 
Mstep: Class 22 contains 16632 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95125 members 
Mstep: Class 26 contains 13889 members 
Mstep: Class 27 contains 7506 members 
Mstep: Class 28 contains 88727 members 
Mstep: Class 29 contains 26781 members 
Mstep: Class 30 contains 11099 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6707 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9518 members 
Mstep: Class 35 contains 4566 members 
Mstep: Class 36 contains 6598 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3800 members 
Mstep: Class 39 contains 8227 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14728 members 
Mstep: Class 42 contains 21690 members 
Mstep: Class 43 contains 7273 members 
Mstep: Class 44 contains 9566 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11399 members 
Mstep: Class 49 contains 10174 members 
Mstep: Class 50 contains 14428 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3667 members 
Mstep: Class 55 contains 6047 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42349 members 
Mstep: Class 58 contains 3093 members 
Mstep: Class 59 contains 5500 members 
Mstep: Class 60 contains 3893 members 
Mstep: Class 61 contains 5707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151893984.000000 Penalty: 208988.609375
Iteration 179Q: 62 clusters Score -1.51894e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79081 members 
Mstep: Class 7 contains 82273 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47682 members 
Mstep: Class 10 contains 6740 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 52139 members 
Mstep: Class 14 contains 9746 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 80763 members 
Mstep: Class 17 contains 14464 members 
Mstep: Class 18 contains 9273 members 
Mstep: Class 19 contains 31178 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 16664 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95136 members 
Mstep: Class 26 contains 13889 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 88714 members 
Mstep: Class 29 contains 26837 members 
Mstep: Class 30 contains 11099 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9519 members 
Mstep: Class 35 contains 4563 members 
Mstep: Class 36 contains 6603 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3804 members 
Mstep: Class 39 contains 8235 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 14728 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7273 members 
Mstep: Class 44 contains 9569 members 
Mstep: Class 45 contains 8593 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11399 members 
Mstep: Class 49 contains 10180 members 
Mstep: Class 50 contains 14417 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3669 members 
Mstep: Class 55 contains 6046 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42343 members 
Mstep: Class 58 contains 3093 members 
Mstep: Class 59 contains 5504 members 
Mstep: Class 60 contains 3904 members 
Mstep: Class 61 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894288.000000 Penalty: 208988.609375
Iteration 180F: 62 clusters Score -1.518943e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 12626 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79067 members 
Mstep: Class 7 contains 82250 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47671 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 52126 members 
Mstep: Class 14 contains 9728 members 
Mstep: Class 15 contains 6713 members 
Mstep: Class 16 contains 80758 members 
Mstep: Class 17 contains 14464 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 31115 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 16688 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95138 members 
Mstep: Class 26 contains 13887 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 88699 members 
Mstep: Class 29 contains 26882 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6711 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4557 members 
Mstep: Class 36 contains 6605 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3807 members 
Mstep: Class 39 contains 8252 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 14728 members 
Mstep: Class 42 contains 21694 members 
Mstep: Class 43 contains 7274 members 
Mstep: Class 44 contains 9572 members 
Mstep: Class 45 contains 8595 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11399 members 
Mstep: Class 49 contains 10182 members 
Mstep: Class 50 contains 14405 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3669 members 
Mstep: Class 55 contains 6043 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42341 members 
Mstep: Class 58 contains 3096 members 
Mstep: Class 59 contains 5507 members 
Mstep: Class 60 contains 3914 members 
Mstep: Class 61 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894352.000000 Penalty: 208988.609375
Iteration 181Q: 62 clusters Score -1.518944e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 12631 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79041 members 
Mstep: Class 7 contains 82230 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47656 members 
Mstep: Class 10 contains 6720 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 52114 members 
Mstep: Class 14 contains 9707 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 80756 members 
Mstep: Class 17 contains 14464 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 31057 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 16702 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95152 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 7500 members 
Mstep: Class 28 contains 88685 members 
Mstep: Class 29 contains 26948 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6711 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4553 members 
Mstep: Class 36 contains 6607 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3810 members 
Mstep: Class 39 contains 8269 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14728 members 
Mstep: Class 42 contains 21692 members 
Mstep: Class 43 contains 7274 members 
Mstep: Class 44 contains 9579 members 
Mstep: Class 45 contains 8597 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11399 members 
Mstep: Class 49 contains 10180 members 
Mstep: Class 50 contains 14382 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4564 members 
Mstep: Class 54 contains 3669 members 
Mstep: Class 55 contains 6041 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42335 members 
Mstep: Class 58 contains 3100 members 
Mstep: Class 59 contains 5509 members 
Mstep: Class 60 contains 3923 members 
Mstep: Class 61 contains 5713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894336.000000 Penalty: 208988.609375
Iteration 182Q: 62 clusters Score -1.518943e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 12642 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 79004 members 
Mstep: Class 7 contains 82224 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47646 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 52096 members 
Mstep: Class 14 contains 9675 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 80755 members 
Mstep: Class 17 contains 14465 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 30968 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 16717 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95165 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 88681 members 
Mstep: Class 29 contains 27005 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6709 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4551 members 
Mstep: Class 36 contains 6614 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3817 members 
Mstep: Class 39 contains 8287 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14727 members 
Mstep: Class 42 contains 21694 members 
Mstep: Class 43 contains 7274 members 
Mstep: Class 44 contains 9591 members 
Mstep: Class 45 contains 8601 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11398 members 
Mstep: Class 49 contains 10183 members 
Mstep: Class 50 contains 14365 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3669 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42331 members 
Mstep: Class 58 contains 3102 members 
Mstep: Class 59 contains 5509 members 
Mstep: Class 60 contains 3926 members 
Mstep: Class 61 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894256.000000 Penalty: 208988.609375
Iteration 183Q: 62 clusters Score -1.518943e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78979 members 
Mstep: Class 7 contains 82209 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47631 members 
Mstep: Class 10 contains 6675 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 52091 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 16 contains 80752 members 
Mstep: Class 17 contains 14463 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 30875 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95166 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 88664 members 
Mstep: Class 29 contains 27080 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6710 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4548 members 
Mstep: Class 36 contains 6623 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3820 members 
Mstep: Class 39 contains 8312 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 14726 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9611 members 
Mstep: Class 45 contains 8605 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11397 members 
Mstep: Class 49 contains 10187 members 
Mstep: Class 50 contains 14338 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3669 members 
Mstep: Class 55 contains 6034 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42325 members 
Mstep: Class 58 contains 3104 members 
Mstep: Class 59 contains 5510 members 
Mstep: Class 60 contains 3928 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894272.000000 Penalty: 208988.609375
Iteration 184Q: 62 clusters Score -1.518943e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 12656 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78963 members 
Mstep: Class 7 contains 82185 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47618 members 
Mstep: Class 10 contains 6652 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 52056 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80747 members 
Mstep: Class 17 contains 14462 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 30803 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 16742 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95170 members 
Mstep: Class 26 contains 13886 members 
Mstep: Class 27 contains 7506 members 
Mstep: Class 28 contains 88656 members 
Mstep: Class 29 contains 27150 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6712 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6624 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3823 members 
Mstep: Class 39 contains 8335 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 14723 members 
Mstep: Class 42 contains 21701 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9620 members 
Mstep: Class 45 contains 8607 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11400 members 
Mstep: Class 49 contains 10195 members 
Mstep: Class 50 contains 14309 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3669 members 
Mstep: Class 55 contains 6031 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42320 members 
Mstep: Class 58 contains 3105 members 
Mstep: Class 59 contains 5514 members 
Mstep: Class 60 contains 3929 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894320.000000 Penalty: 208988.609375
Iteration 185Q: 62 clusters Score -1.518943e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 9095 members 
Mstep: Class 3 contains 5205 members 
Mstep: Class 4 contains 12659 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78944 members 
Mstep: Class 7 contains 82166 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47603 members 
Mstep: Class 10 contains 6636 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 52023 members 
Mstep: Class 14 contains 9603 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 80745 members 
Mstep: Class 17 contains 14461 members 
Mstep: Class 18 contains 9274 members 
Mstep: Class 19 contains 30717 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8175 members 
Mstep: Class 22 contains 16770 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95171 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 7505 members 
Mstep: Class 28 contains 88647 members 
Mstep: Class 29 contains 27202 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6717 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6628 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3826 members 
Mstep: Class 39 contains 8359 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9625 members 
Mstep: Class 45 contains 8612 members 
Mstep: Class 46 contains 5149 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11402 members 
Mstep: Class 49 contains 10198 members 
Mstep: Class 50 contains 14294 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3668 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42316 members 
Mstep: Class 58 contains 3104 members 
Mstep: Class 59 contains 5518 members 
Mstep: Class 60 contains 3933 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894448.000000 Penalty: 208988.609375
Iteration 186Q: 62 clusters Score -1.518944e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 9098 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78929 members 
Mstep: Class 7 contains 82142 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47593 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 51996 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 15 contains 6717 members 
Mstep: Class 16 contains 80743 members 
Mstep: Class 17 contains 14461 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 30619 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8176 members 
Mstep: Class 22 contains 16782 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95171 members 
Mstep: Class 26 contains 13891 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 88633 members 
Mstep: Class 29 contains 27260 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6722 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6628 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3828 members 
Mstep: Class 39 contains 8388 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9628 members 
Mstep: Class 45 contains 8612 members 
Mstep: Class 46 contains 5150 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11404 members 
Mstep: Class 49 contains 10202 members 
Mstep: Class 50 contains 14279 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2422 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3667 members 
Mstep: Class 55 contains 6028 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42315 members 
Mstep: Class 58 contains 3104 members 
Mstep: Class 59 contains 5522 members 
Mstep: Class 60 contains 3937 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894480.000000 Penalty: 208988.609375
Iteration 187Q: 62 clusters Score -1.518945e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 12675 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78909 members 
Mstep: Class 7 contains 82125 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 6588 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51951 members 
Mstep: Class 14 contains 9555 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 80745 members 
Mstep: Class 17 contains 14461 members 
Mstep: Class 18 contains 9275 members 
Mstep: Class 19 contains 30529 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8177 members 
Mstep: Class 22 contains 16797 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95177 members 
Mstep: Class 26 contains 13893 members 
Mstep: Class 27 contains 7508 members 
Mstep: Class 28 contains 88615 members 
Mstep: Class 29 contains 27327 members 
Mstep: Class 30 contains 11101 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6727 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 6629 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 8424 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9630 members 
Mstep: Class 45 contains 8613 members 
Mstep: Class 46 contains 5149 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11403 members 
Mstep: Class 49 contains 10205 members 
Mstep: Class 50 contains 14255 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2422 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3666 members 
Mstep: Class 55 contains 6025 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42312 members 
Mstep: Class 58 contains 3104 members 
Mstep: Class 59 contains 5526 members 
Mstep: Class 60 contains 3947 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894336.000000 Penalty: 208988.609375
Iteration 188Q: 62 clusters Score -1.518943e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 12685 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78893 members 
Mstep: Class 7 contains 82112 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47579 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51915 members 
Mstep: Class 14 contains 9537 members 
Mstep: Class 15 contains 6716 members 
Mstep: Class 16 contains 80747 members 
Mstep: Class 17 contains 14461 members 
Mstep: Class 18 contains 9276 members 
Mstep: Class 19 contains 30433 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16805 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95176 members 
Mstep: Class 26 contains 13893 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 88607 members 
Mstep: Class 29 contains 27381 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6726 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4545 members 
Mstep: Class 36 contains 6639 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3827 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21694 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9632 members 
Mstep: Class 45 contains 8616 members 
Mstep: Class 46 contains 5147 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11404 members 
Mstep: Class 49 contains 10209 members 
Mstep: Class 50 contains 14229 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3665 members 
Mstep: Class 55 contains 6022 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42310 members 
Mstep: Class 58 contains 3103 members 
Mstep: Class 59 contains 5526 members 
Mstep: Class 60 contains 3956 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894448.000000 Penalty: 208988.609375
Iteration 189Q: 62 clusters Score -1.518944e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 9106 members 
Mstep: Class 3 contains 5457 members 
Mstep: Class 4 contains 12683 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78864 members 
Mstep: Class 7 contains 82083 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47566 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51884 members 
Mstep: Class 14 contains 9520 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 80746 members 
Mstep: Class 17 contains 14460 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 30366 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16822 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95175 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 88599 members 
Mstep: Class 29 contains 27441 members 
Mstep: Class 30 contains 11099 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6728 members 
Mstep: Class 33 contains 2937 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6636 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3829 members 
Mstep: Class 39 contains 8485 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9633 members 
Mstep: Class 45 contains 8621 members 
Mstep: Class 46 contains 5147 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11406 members 
Mstep: Class 49 contains 10212 members 
Mstep: Class 50 contains 14203 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3663 members 
Mstep: Class 55 contains 6020 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42310 members 
Mstep: Class 58 contains 3102 members 
Mstep: Class 59 contains 5529 members 
Mstep: Class 60 contains 3960 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894432.000000 Penalty: 208988.609375
Iteration 190Q: 62 clusters Score -1.518944e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 9109 members 
Mstep: Class 3 contains 5526 members 
Mstep: Class 4 contains 12684 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78839 members 
Mstep: Class 7 contains 82056 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47560 members 
Mstep: Class 10 contains 6520 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51851 members 
Mstep: Class 14 contains 9498 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 80745 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 30311 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16821 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95177 members 
Mstep: Class 26 contains 13897 members 
Mstep: Class 27 contains 7512 members 
Mstep: Class 28 contains 88593 members 
Mstep: Class 29 contains 27506 members 
Mstep: Class 30 contains 11099 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6735 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6640 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3830 members 
Mstep: Class 39 contains 8510 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9635 members 
Mstep: Class 45 contains 8626 members 
Mstep: Class 46 contains 5145 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11407 members 
Mstep: Class 49 contains 10211 members 
Mstep: Class 50 contains 14168 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3664 members 
Mstep: Class 55 contains 6021 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42310 members 
Mstep: Class 58 contains 3103 members 
Mstep: Class 59 contains 5529 members 
Mstep: Class 60 contains 3968 members 
Mstep: Class 61 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894528.000000 Penalty: 208988.609375
Iteration 191Q: 62 clusters Score -1.518945e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 5603 members 
Mstep: Class 4 contains 12701 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78823 members 
Mstep: Class 7 contains 82027 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47547 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51839 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 6711 members 
Mstep: Class 16 contains 80743 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 30246 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16811 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95181 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 88578 members 
Mstep: Class 29 contains 27573 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6640 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 8545 members 
Mstep: Class 40 contains 2541 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9641 members 
Mstep: Class 45 contains 8624 members 
Mstep: Class 46 contains 5148 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11408 members 
Mstep: Class 49 contains 10210 members 
Mstep: Class 50 contains 14133 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3665 members 
Mstep: Class 55 contains 6021 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42306 members 
Mstep: Class 58 contains 3106 members 
Mstep: Class 59 contains 5529 members 
Mstep: Class 60 contains 3972 members 
Mstep: Class 61 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894464.000000 Penalty: 208988.609375
Iteration 192Q: 62 clusters Score -1.518945e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 9101 members 
Mstep: Class 3 contains 5685 members 
Mstep: Class 4 contains 12715 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78799 members 
Mstep: Class 7 contains 81987 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47537 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51828 members 
Mstep: Class 14 contains 9470 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 80742 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 30197 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95182 members 
Mstep: Class 26 contains 13895 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 88573 members 
Mstep: Class 29 contains 27639 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6648 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3825 members 
Mstep: Class 39 contains 8569 members 
Mstep: Class 40 contains 2532 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9643 members 
Mstep: Class 45 contains 8628 members 
Mstep: Class 46 contains 5145 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11410 members 
Mstep: Class 49 contains 10210 members 
Mstep: Class 50 contains 14099 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3666 members 
Mstep: Class 55 contains 6019 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42305 members 
Mstep: Class 58 contains 3109 members 
Mstep: Class 59 contains 5528 members 
Mstep: Class 60 contains 3975 members 
Mstep: Class 61 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894208.000000 Penalty: 208988.609375
Iteration 193Q: 62 clusters Score -1.518942e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 9091 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 12721 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78774 members 
Mstep: Class 7 contains 81970 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47525 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51809 members 
Mstep: Class 14 contains 9463 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 80740 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 30146 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16772 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95187 members 
Mstep: Class 26 contains 13892 members 
Mstep: Class 27 contains 7518 members 
Mstep: Class 28 contains 88564 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6732 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6647 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3826 members 
Mstep: Class 39 contains 8593 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9646 members 
Mstep: Class 45 contains 8633 members 
Mstep: Class 46 contains 5149 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11410 members 
Mstep: Class 49 contains 10210 members 
Mstep: Class 50 contains 14064 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3667 members 
Mstep: Class 55 contains 6019 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42299 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5528 members 
Mstep: Class 60 contains 3976 members 
Mstep: Class 61 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894528.000000 Penalty: 208988.609375
Iteration 194Q: 62 clusters Score -1.518945e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 9080 members 
Mstep: Class 3 contains 5878 members 
Mstep: Class 4 contains 12719 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78751 members 
Mstep: Class 7 contains 81966 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51764 members 
Mstep: Class 14 contains 9461 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 80738 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 30092 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16752 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95195 members 
Mstep: Class 26 contains 13892 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 88563 members 
Mstep: Class 29 contains 27733 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6737 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 6656 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3828 members 
Mstep: Class 39 contains 8611 members 
Mstep: Class 40 contains 2533 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9649 members 
Mstep: Class 45 contains 8635 members 
Mstep: Class 46 contains 5150 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11411 members 
Mstep: Class 49 contains 10209 members 
Mstep: Class 50 contains 14033 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3665 members 
Mstep: Class 55 contains 6019 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42296 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5529 members 
Mstep: Class 60 contains 3980 members 
Mstep: Class 61 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894368.000000 Penalty: 208988.609375
Iteration 195Q: 62 clusters Score -1.518944e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 9071 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 12717 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78729 members 
Mstep: Class 7 contains 81952 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47499 members 
Mstep: Class 10 contains 6423 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51714 members 
Mstep: Class 14 contains 9460 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 80737 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 30054 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16729 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95199 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 88561 members 
Mstep: Class 29 contains 27773 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6738 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4545 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3828 members 
Mstep: Class 39 contains 8622 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9650 members 
Mstep: Class 45 contains 8635 members 
Mstep: Class 46 contains 5155 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11413 members 
Mstep: Class 49 contains 10209 members 
Mstep: Class 50 contains 14019 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3663 members 
Mstep: Class 55 contains 6018 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42295 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5530 members 
Mstep: Class 60 contains 3983 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894448.000000 Penalty: 208988.609375
Iteration 196Q: 62 clusters Score -1.518944e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 9065 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78718 members 
Mstep: Class 7 contains 81937 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47491 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 51644 members 
Mstep: Class 14 contains 9453 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80736 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 30015 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16724 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95207 members 
Mstep: Class 26 contains 13897 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 88548 members 
Mstep: Class 29 contains 27825 members 
Mstep: Class 30 contains 11100 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6741 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3831 members 
Mstep: Class 39 contains 8639 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9653 members 
Mstep: Class 45 contains 8628 members 
Mstep: Class 46 contains 5150 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11413 members 
Mstep: Class 49 contains 10210 members 
Mstep: Class 50 contains 13994 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6016 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42292 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5532 members 
Mstep: Class 60 contains 3988 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894416.000000 Penalty: 208988.609375
Iteration 197Q: 62 clusters Score -1.518944e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 9056 members 
Mstep: Class 3 contains 6159 members 
Mstep: Class 4 contains 12734 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78698 members 
Mstep: Class 7 contains 81926 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47480 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51576 members 
Mstep: Class 14 contains 9435 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29975 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16715 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95229 members 
Mstep: Class 26 contains 13900 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 88539 members 
Mstep: Class 29 contains 27883 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6744 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 6674 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3836 members 
Mstep: Class 39 contains 8652 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9657 members 
Mstep: Class 45 contains 8626 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11415 members 
Mstep: Class 49 contains 10214 members 
Mstep: Class 50 contains 13965 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42291 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5533 members 
Mstep: Class 60 contains 3990 members 
Mstep: Class 61 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894400.000000 Penalty: 208988.609375
Iteration 198Q: 62 clusters Score -1.518944e+08 nChanged 418
Entering ConstructFrom: 
Score: -151894400.000000 Penalty: 208988.609375
Entering ConstructFrom: 
Trying to split cluster 1 (43948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Entering Unmasked Estep 
Score: -6911169.500000 Penalty: 2651.309082
	Iteration 0F: 2 clusters Score -6911170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -6881665.000000 Penalty: 5302.618164
	Iteration 0F: 3 clusters Score -6881665 nChanged 20042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -6892653.500000 Penalty: 5302.618164
	Iteration 1F: 3 clusters Score -6892654 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -6893239.500000 Penalty: 5302.618164
	Iteration 2Q: 3 clusters Score -6893240 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -6893837.500000 Penalty: 5302.618164
	Iteration 3Q: 3 clusters Score -6893838 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6894733.000000 Penalty: 5302.618164
	Iteration 4Q: 3 clusters Score -6894733 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6896186.000000 Penalty: 5302.618164
	Iteration 5F: 3 clusters Score -6896186 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6898291.000000 Penalty: 5302.618164
	Iteration 6F: 3 clusters Score -6898291 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -6900827.500000 Penalty: 5302.618164
	Iteration 7F: 3 clusters Score -6900828 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6903236.500000 Penalty: 5302.618164
	Iteration 8F: 3 clusters Score -6903236 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -6904896.000000 Penalty: 5302.618164
	Iteration 9F: 3 clusters Score -6904896 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -6906084.500000 Penalty: 5302.618164
	Iteration 10Q: 3 clusters Score -6906084 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -6906816.000000 Penalty: 5302.618164
	Iteration 11Q: 3 clusters Score -6906816 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -6907387.000000 Penalty: 5302.618164
	Iteration 12Q: 3 clusters Score -6907387 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -6907783.000000 Penalty: 5302.618164
	Iteration 13Q: 3 clusters Score -6907783 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -6908070.000000 Penalty: 5302.618164
	Iteration 14Q: 3 clusters Score -6908070 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -6908293.000000 Penalty: 5302.618164
	Iteration 15Q: 3 clusters Score -6908293 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -6908490.000000 Penalty: 5302.618164
	Iteration 16Q: 3 clusters Score -6908490 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6908607.500000 Penalty: 5302.618164
	Iteration 17Q: 3 clusters Score -6908608 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -6908680.000000 Penalty: 5302.618164
	Iteration 18Q: 3 clusters Score -6908680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -6908725.000000 Penalty: 5302.618164
	Iteration 19Q: 3 clusters Score -6908725 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -6908787.000000 Penalty: 5302.618164
	Iteration 20F: 3 clusters Score -6908787 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -6908800.500000 Penalty: 5302.618164
	Iteration 21Q: 3 clusters Score -6908800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6908836.500000 Penalty: 5302.618164
	Iteration 22Q: 3 clusters Score -6908836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -6908869.500000 Penalty: 5302.618164
	Iteration 23Q: 3 clusters Score -6908870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -6908886.500000 Penalty: 5302.618164
	Iteration 24Q: 3 clusters Score -6908886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -6908913.500000 Penalty: 5302.618164
	Iteration 25Q: 3 clusters Score -6908914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -6908928.000000 Penalty: 5302.618164
	Iteration 26Q: 3 clusters Score -6908928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -6908935.500000 Penalty: 5302.618164
	Iteration 27Q: 3 clusters Score -6908936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6908954.500000 Penalty: 5302.618164
	Iteration 28Q: 3 clusters Score -6908954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -6908946.500000 Penalty: 5302.618164
	Iteration 29Q: 3 clusters Score -6908946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -6908952.000000 Penalty: 5302.618164
	Iteration 30Q: 3 clusters Score -6908952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6908956.000000 Penalty: 5302.618164
	Iteration 31Q: 3 clusters Score -6908956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -6908952.000000 Penalty: 5302.618164
	Iteration 32Q: 3 clusters Score -6908952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6908954.500000 Penalty: 5302.618164
	Iteration 33Q: 3 clusters Score -6908954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -6908961.000000 Penalty: 5302.618164
	Iteration 34Q: 3 clusters Score -6908961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -6908966.000000 Penalty: 5302.618164
	Iteration 35Q: 3 clusters Score -6908966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -6908971.000000 Penalty: 5302.618164
	Iteration 36Q: 3 clusters Score -6908971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -6908974.500000 Penalty: 5302.618164
	Iteration 37Q: 3 clusters Score -6908974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6908983.000000 Penalty: 5302.618164
	Iteration 38Q: 3 clusters Score -6908983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -6908990.000000 Penalty: 5302.618164
	Iteration 39Q: 3 clusters Score -6908990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6908996.500000 Penalty: 5302.618164
	Iteration 40F: 3 clusters Score -6908996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6908995.000000 Penalty: 5302.618164
	Iteration 41Q: 3 clusters Score -6908995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6909001.000000 Penalty: 5302.618164
	Iteration 42Q: 3 clusters Score -6909001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -6909004.500000 Penalty: 5302.618164
	Iteration 43Q: 3 clusters Score -6909004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -6909005.000000 Penalty: 5302.618164
	Iteration 44Q: 3 clusters Score -6909005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -6909008.500000 Penalty: 5302.618164
	Iteration 45Q: 3 clusters Score -6909008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -6909014.500000 Penalty: 5302.618164
	Iteration 46Q: 3 clusters Score -6909014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -6909019.500000 Penalty: 5302.618164
	Iteration 47Q: 3 clusters Score -6909020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -6909029.000000 Penalty: 5302.618164
	Iteration 48Q: 3 clusters Score -6909029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -6909032.500000 Penalty: 5302.618164
	Iteration 49Q: 3 clusters Score -6909032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -6909037.000000 Penalty: 5302.618164
	Iteration 50Q: 3 clusters Score -6909037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -6909049.000000 Penalty: 5302.618164
	Iteration 51Q: 3 clusters Score -6909049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -6909044.500000 Penalty: 5302.618164
	Iteration 52Q: 3 clusters Score -6909044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6909051.000000 Penalty: 5302.618164
	Iteration 53Q: 3 clusters Score -6909051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -6909054.000000 Penalty: 5302.618164
	Iteration 54Q: 3 clusters Score -6909054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6909062.000000 Penalty: 5302.618164
	Iteration 55Q: 3 clusters Score -6909062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -6909050.500000 Penalty: 5302.618164
	Iteration 56Q: 3 clusters Score -6909050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -6909071.000000 Penalty: 5302.618164
	Iteration 57Q: 3 clusters Score -6909071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -6909076.000000 Penalty: 5302.618164
	Iteration 58Q: 3 clusters Score -6909076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6909075.000000 Penalty: 5302.618164
	Iteration 59Q: 3 clusters Score -6909075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -6909078.000000 Penalty: 5302.618164
	Iteration 60F: 3 clusters Score -6909078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -6909078.500000 Penalty: 5302.618164
	Iteration 61Q: 3 clusters Score -6909078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -6909079.000000 Penalty: 5302.618164
	Iteration 62Q: 3 clusters Score -6909079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -6909098.000000 Penalty: 5302.618164
	Iteration 63Q: 3 clusters Score -6909098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6909101.000000 Penalty: 5302.618164
	Iteration 64Q: 3 clusters Score -6909101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -6909109.000000 Penalty: 5302.618164
	Iteration 65Q: 3 clusters Score -6909109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -6909116.000000 Penalty: 5302.618164
	Iteration 66Q: 3 clusters Score -6909116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -6909122.000000 Penalty: 5302.618164
	Iteration 67Q: 3 clusters Score -6909122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6909131.500000 Penalty: 5302.618164
	Iteration 68Q: 3 clusters Score -6909132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -6909129.000000 Penalty: 5302.618164
	Iteration 69Q: 3 clusters Score -6909129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -6909132.000000 Penalty: 5302.618164
	Iteration 70Q: 3 clusters Score -6909132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -6909136.500000 Penalty: 5302.618164
	Iteration 71Q: 3 clusters Score -6909136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -6909139.000000 Penalty: 5302.618164
	Iteration 72Q: 3 clusters Score -6909139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -6909139.000000 Penalty: 5302.618164
	Iteration 73F: 3 clusters Score -6909139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Entering Unmasked Estep 
Score: -1378769.750000 Penalty: 2259.381592
	Iteration 0F: 2 clusters Score -1378770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1371688.250000 Penalty: 4518.763184
	Iteration 0F: 3 clusters Score -1371688 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1373907.125000 Penalty: 4518.763184
	Iteration 1F: 3 clusters Score -1373907 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1374477.375000 Penalty: 4518.763184
	Iteration 2F: 3 clusters Score -1374477 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1374978.125000 Penalty: 4518.763184
	Iteration 3F: 3 clusters Score -1374978 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1375540.625000 Penalty: 4518.763184
	Iteration 4F: 3 clusters Score -1375541 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1376153.750000 Penalty: 4518.763184
	Iteration 5F: 3 clusters Score -1376154 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1376737.750000 Penalty: 4518.763184
	Iteration 6F: 3 clusters Score -1376738 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1377185.875000 Penalty: 4518.763184
	Iteration 7F: 3 clusters Score -1377186 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1377415.500000 Penalty: 4518.763184
	Iteration 8Q: 3 clusters Score -1377416 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1377542.500000 Penalty: 4518.763184
	Iteration 9Q: 3 clusters Score -1377542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1377625.125000 Penalty: 4518.763184
	Iteration 10Q: 3 clusters Score -1377625 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1377661.125000 Penalty: 4518.763184
	Iteration 11Q: 3 clusters Score -1377661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1377689.750000 Penalty: 4518.763184
	Iteration 12Q: 3 clusters Score -1377690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1377716.125000 Penalty: 4518.763184
	Iteration 13Q: 3 clusters Score -1377716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1377741.875000 Penalty: 4518.763184
	Iteration 14Q: 3 clusters Score -1377742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1377766.625000 Penalty: 4518.763184
	Iteration 15Q: 3 clusters Score -1377767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1377798.500000 Penalty: 4518.763184
	Iteration 16Q: 3 clusters Score -1377798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1377822.750000 Penalty: 4518.763184
	Iteration 17Q: 3 clusters Score -1377823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1377851.625000 Penalty: 4518.763184
	Iteration 18Q: 3 clusters Score -1377852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1377883.750000 Penalty: 4518.763184
	Iteration 19Q: 3 clusters Score -1377884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1377916.125000 Penalty: 4518.763184
	Iteration 20F: 3 clusters Score -1377916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1377958.500000 Penalty: 4518.763184
	Iteration 21Q: 3 clusters Score -1377958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1377989.000000 Penalty: 4518.763184
	Iteration 22Q: 3 clusters Score -1377989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1378032.250000 Penalty: 4518.763184
	Iteration 23Q: 3 clusters Score -1378032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1378087.500000 Penalty: 4518.763184
	Iteration 24Q: 3 clusters Score -1378088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1378129.000000 Penalty: 4518.763184
	Iteration 25Q: 3 clusters Score -1378129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1378169.250000 Penalty: 4518.763184
	Iteration 26Q: 3 clusters Score -1378169 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1378195.625000 Penalty: 4518.763184
	Iteration 27Q: 3 clusters Score -1378196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1378208.875000 Penalty: 4518.763184
	Iteration 28Q: 3 clusters Score -1378209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1378221.125000 Penalty: 4518.763184
	Iteration 29Q: 3 clusters Score -1378221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1378226.625000 Penalty: 4518.763184
	Iteration 30Q: 3 clusters Score -1378227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1378226.750000 Penalty: 4518.763184
	Iteration 31Q: 3 clusters Score -1378227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1378230.875000 Penalty: 4518.763184
	Iteration 32Q: 3 clusters Score -1378231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1378233.500000 Penalty: 4518.763184
	Iteration 33Q: 3 clusters Score -1378234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1378234.250000 Penalty: 4518.763184
	Iteration 34Q: 3 clusters Score -1378234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1378241.625000 Penalty: 4518.763184
	Iteration 35Q: 3 clusters Score -1378242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1378242.000000 Penalty: 4518.763184
	Iteration 36Q: 3 clusters Score -1378242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1378240.625000 Penalty: 4518.763184
	Iteration 37Q: 3 clusters Score -1378241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1378240.500000 Penalty: 4518.763184
	Iteration 38Q: 3 clusters Score -1378240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1378239.875000 Penalty: 4518.763184
	Iteration 39Q: 3 clusters Score -1378240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1378239.875000 Penalty: 4518.763184
	Iteration 40F: 3 clusters Score -1378240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -941618.312500 Penalty: 2166.688965
	Iteration 0F: 2 clusters Score -941618.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -936296.250000 Penalty: 4333.377930
	Iteration 0F: 3 clusters Score -936296.2 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -937768.125000 Penalty: 4333.377930
	Iteration 1F: 3 clusters Score -937768.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -938084.937500 Penalty: 4333.377930
	Iteration 2F: 3 clusters Score -938084.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -938284.937500 Penalty: 4333.377930
	Iteration 3F: 3 clusters Score -938284.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -938414.437500 Penalty: 4333.377930
	Iteration 4Q: 3 clusters Score -938414.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -938539.375000 Penalty: 4333.377930
	Iteration 5Q: 3 clusters Score -938539.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -938687.312500 Penalty: 4333.377930
	Iteration 6Q: 3 clusters Score -938687.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -938844.187500 Penalty: 4333.377930
	Iteration 7Q: 3 clusters Score -938844.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -938972.937500 Penalty: 4333.377930
	Iteration 8Q: 3 clusters Score -938972.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -939065.562500 Penalty: 4333.377930
	Iteration 9Q: 3 clusters Score -939065.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -939152.062500 Penalty: 4333.377930
	Iteration 10Q: 3 clusters Score -939152.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -939236.250000 Penalty: 4333.377930
	Iteration 11Q: 3 clusters Score -939236.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -939323.062500 Penalty: 4333.377930
	Iteration 12Q: 3 clusters Score -939323.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -939413.375000 Penalty: 4333.377930
	Iteration 13Q: 3 clusters Score -939413.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -939480.062500 Penalty: 4333.377930
	Iteration 14Q: 3 clusters Score -939480.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -939545.500000 Penalty: 4333.377930
	Iteration 15Q: 3 clusters Score -939545.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -939600.437500 Penalty: 4333.377930
	Iteration 16Q: 3 clusters Score -939600.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -939664.375000 Penalty: 4333.377930
	Iteration 17Q: 3 clusters Score -939664.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -939732.437500 Penalty: 4333.377930
	Iteration 18Q: 3 clusters Score -939732.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -939788.250000 Penalty: 4333.377930
	Iteration 19Q: 3 clusters Score -939788.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -939845.500000 Penalty: 4333.377930
	Iteration 20F: 3 clusters Score -939845.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -939893.875000 Penalty: 4333.377930
	Iteration 21Q: 3 clusters Score -939893.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -939934.250000 Penalty: 4333.377930
	Iteration 22Q: 3 clusters Score -939934.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -939969.812500 Penalty: 4333.377930
	Iteration 23Q: 3 clusters Score -939969.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -939998.687500 Penalty: 4333.377930
	Iteration 24Q: 3 clusters Score -939998.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -940019.750000 Penalty: 4333.377930
	Iteration 25Q: 3 clusters Score -940019.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -940038.875000 Penalty: 4333.377930
	Iteration 26Q: 3 clusters Score -940038.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -940062.000000 Penalty: 4333.377930
	Iteration 27Q: 3 clusters Score -940062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -940071.500000 Penalty: 4333.377930
	Iteration 28Q: 3 clusters Score -940071.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -940080.937500 Penalty: 4333.377930
	Iteration 29Q: 3 clusters Score -940080.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -940088.250000 Penalty: 4333.377930
	Iteration 30Q: 3 clusters Score -940088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -940089.375000 Penalty: 4333.377930
	Iteration 31Q: 3 clusters Score -940089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -940092.812500 Penalty: 4333.377930
	Iteration 32Q: 3 clusters Score -940092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -940096.437500 Penalty: 4333.377930
	Iteration 33Q: 3 clusters Score -940096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -940095.125000 Penalty: 4333.377930
	Iteration 34Q: 3 clusters Score -940095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -940096.875000 Penalty: 4333.377930
	Iteration 35Q: 3 clusters Score -940096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -940099.437500 Penalty: 4333.377930
	Iteration 36Q: 3 clusters Score -940099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -940100.750000 Penalty: 4333.377930
	Iteration 37Q: 3 clusters Score -940100.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -940100.562500 Penalty: 4333.377930
	Iteration 38Q: 3 clusters Score -940100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -940101.812500 Penalty: 4333.377930
	Iteration 39Q: 3 clusters Score -940101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -940104.125000 Penalty: 4333.377930
	Iteration 40F: 3 clusters Score -940104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -940104.187500 Penalty: 4333.377930
	Iteration 41Q: 3 clusters Score -940104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -940105.937500 Penalty: 4333.377930
	Iteration 42Q: 3 clusters Score -940105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -940108.562500 Penalty: 4333.377930
	Iteration 43Q: 3 clusters Score -940108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -940109.375000 Penalty: 4333.377930
	Iteration 44Q: 3 clusters Score -940109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -940108.500000 Penalty: 4333.377930
	Iteration 45Q: 3 clusters Score -940108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -940108.500000 Penalty: 4333.377930
	Iteration 46F: 3 clusters Score -940108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Entering Unmasked Estep 
Score: -1732586.875000 Penalty: 2344.220459
	Iteration 0F: 2 clusters Score -1732587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1723175.875000 Penalty: 4688.440918
	Iteration 0F: 3 clusters Score -1723176 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1726825.250000 Penalty: 4688.440918
	Iteration 1F: 3 clusters Score -1726825 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1727915.625000 Penalty: 4688.440918
	Iteration 2F: 3 clusters Score -1727916 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1728854.000000 Penalty: 4688.440918
	Iteration 3F: 3 clusters Score -1728854 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1729627.500000 Penalty: 4688.440918
	Iteration 4F: 3 clusters Score -1729628 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1730280.250000 Penalty: 4688.440918
	Iteration 5F: 3 clusters Score -1730280 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1730820.750000 Penalty: 4688.440918
	Iteration 6Q: 3 clusters Score -1730821 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1731325.500000 Penalty: 4688.440918
	Iteration 7Q: 3 clusters Score -1731326 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1731735.000000 Penalty: 4688.440918
	Iteration 8Q: 3 clusters Score -1731735 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1731999.250000 Penalty: 4688.440918
	Iteration 9Q: 3 clusters Score -1731999 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1732182.375000 Penalty: 4688.440918
	Iteration 10Q: 3 clusters Score -1732182 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1732309.500000 Penalty: 4688.440918
	Iteration 11Q: 3 clusters Score -1732310 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1732414.875000 Penalty: 4688.440918
	Iteration 12Q: 3 clusters Score -1732415 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1732504.500000 Penalty: 4688.440918
	Iteration 13Q: 3 clusters Score -1732504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1732547.875000 Penalty: 4688.440918
	Iteration 14Q: 3 clusters Score -1732548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1732589.875000 Penalty: 4688.440918
	Iteration 15Q: 3 clusters Score -1732590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1732613.750000 Penalty: 4688.440918
	Iteration 16Q: 3 clusters Score -1732614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1732635.375000 Penalty: 4688.440918
	Iteration 17Q: 3 clusters Score -1732635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1732654.500000 Penalty: 4688.440918
	Iteration 18Q: 3 clusters Score -1732654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1732668.125000 Penalty: 4688.440918
	Iteration 19Q: 3 clusters Score -1732668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1732687.875000 Penalty: 4688.440918
	Iteration 20F: 3 clusters Score -1732688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1732701.250000 Penalty: 4688.440918
	Iteration 21Q: 3 clusters Score -1732701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1732712.750000 Penalty: 4688.440918
	Iteration 22Q: 3 clusters Score -1732713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1732719.250000 Penalty: 4688.440918
	Iteration 23Q: 3 clusters Score -1732719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1732722.875000 Penalty: 4688.440918
	Iteration 24Q: 3 clusters Score -1732723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1732721.500000 Penalty: 4688.440918
	Iteration 25Q: 3 clusters Score -1732722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1732721.625000 Penalty: 4688.440918
	Iteration 26Q: 3 clusters Score -1732722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1732721.625000 Penalty: 4688.440918
	Iteration 27F: 3 clusters Score -1732722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 11655 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Mstep: Class 62 contains 1085 members 
Entering Unmasked Estep 
Score: -151893216.000000 Penalty: 212414.656250
Splitting cluster 4 changes total score from -151894400.000000 to -151893216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74148.687500 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74148.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72721.804688 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -72721.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73009.789062 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73009.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73122.726562 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73122.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73188.351562 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -73188.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73249.429688 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -73249.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73307.492188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -73307.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73357.093750 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -73357.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73397.875000 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -73397.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73414.585938 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -73414.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73429.312500 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -73429.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73438.109375 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -73438.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73443.726562 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -73443.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73446.218750 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -73446.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73458.367188 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -73458.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73478.890625 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -73478.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73490.343750 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -73490.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73499.351562 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -73499.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73502.960938 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -73502.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73516.476562 Penalty: 3140.425049
	Iteration 18F: 3 clusters Score -73516.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73565.773438 Penalty: 3140.425049
	Iteration 19Q: 3 clusters Score -73565.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73643.078125 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -73643.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73684.546875 Penalty: 3140.425049
	Iteration 21Q: 3 clusters Score -73684.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73705.320312 Penalty: 3140.425049
	Iteration 22Q: 3 clusters Score -73705.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73722.554688 Penalty: 3140.425049
	Iteration 23Q: 3 clusters Score -73722.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73748.164062 Penalty: 3140.425049
	Iteration 24Q: 3 clusters Score -73748.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73776.101562 Penalty: 3140.425049
	Iteration 25Q: 3 clusters Score -73776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73792.437500 Penalty: 3140.425049
	Iteration 26Q: 3 clusters Score -73792.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73822.242188 Penalty: 3140.425049
	Iteration 27Q: 3 clusters Score -73822.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73822.804688 Penalty: 3140.425049
	Iteration 28F: 3 clusters Score -73822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73872.351562 Penalty: 3140.425049
	Iteration 29Q: 3 clusters Score -73872.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73881.015625 Penalty: 3140.425049
	Iteration 30Q: 3 clusters Score -73881.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73884.609375 Penalty: 3140.425049
	Iteration 31Q: 3 clusters Score -73884.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73889.398438 Penalty: 3140.425049
	Iteration 32Q: 3 clusters Score -73889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73892.187500 Penalty: 3140.425049
	Iteration 33Q: 3 clusters Score -73892.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73893.257812 Penalty: 3140.425049
	Iteration 34Q: 3 clusters Score -73893.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73893.257812 Penalty: 3140.425049
	Iteration 35F: 3 clusters Score -73893.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Entering Unmasked Estep 
Score: -12526186.000000 Penalty: 2795.746094
	Iteration 0F: 2 clusters Score -1.252619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -12475900.000000 Penalty: 5591.492188
	Iteration 0F: 3 clusters Score -1.24759e+07 nChanged 36932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -12497360.000000 Penalty: 5591.492188
	Iteration 1F: 3 clusters Score -1.249736e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -12498263.000000 Penalty: 5591.492188
	Iteration 2Q: 3 clusters Score -1.249826e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -12499370.000000 Penalty: 5591.492188
	Iteration 3Q: 3 clusters Score -1.249937e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -12500665.000000 Penalty: 5591.492188
	Iteration 4Q: 3 clusters Score -1.250066e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -12502359.000000 Penalty: 5591.492188
	Iteration 5F: 3 clusters Score -1.250236e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -12504492.000000 Penalty: 5591.492188
	Iteration 6F: 3 clusters Score -1.250449e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -12507122.000000 Penalty: 5591.492188
	Iteration 7F: 3 clusters Score -1.250712e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -12509788.000000 Penalty: 5591.492188
	Iteration 8F: 3 clusters Score -1.250979e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -12512272.000000 Penalty: 5591.492188
	Iteration 9Q: 3 clusters Score -1.251227e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -12514594.000000 Penalty: 5591.492188
	Iteration 10Q: 3 clusters Score -1.251459e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -12516199.000000 Penalty: 5591.492188
	Iteration 11Q: 3 clusters Score -1.25162e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -12517225.000000 Penalty: 5591.492188
	Iteration 12Q: 3 clusters Score -1.251722e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -12517764.000000 Penalty: 5591.492188
	Iteration 13Q: 3 clusters Score -1.251776e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -12518176.000000 Penalty: 5591.492188
	Iteration 14Q: 3 clusters Score -1.251818e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -12518563.000000 Penalty: 5591.492188
	Iteration 15Q: 3 clusters Score -1.251856e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -12518841.000000 Penalty: 5591.492188
	Iteration 16Q: 3 clusters Score -1.251884e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -12519240.000000 Penalty: 5591.492188
	Iteration 17Q: 3 clusters Score -1.251924e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -12519583.000000 Penalty: 5591.492188
	Iteration 18Q: 3 clusters Score -1.251958e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -12520030.000000 Penalty: 5591.492188
	Iteration 19Q: 3 clusters Score -1.252003e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -12520367.000000 Penalty: 5591.492188
	Iteration 20F: 3 clusters Score -1.252037e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -12520790.000000 Penalty: 5591.492188
	Iteration 21Q: 3 clusters Score -1.252079e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -12521077.000000 Penalty: 5591.492188
	Iteration 22Q: 3 clusters Score -1.252108e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70420 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -12521421.000000 Penalty: 5591.492188
	Iteration 23Q: 3 clusters Score -1.252142e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -12521739.000000 Penalty: 5591.492188
	Iteration 24Q: 3 clusters Score -1.252174e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -12522019.000000 Penalty: 5591.492188
	Iteration 25Q: 3 clusters Score -1.252202e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -12522272.000000 Penalty: 5591.492188
	Iteration 26Q: 3 clusters Score -1.252227e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72549 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -12522521.000000 Penalty: 5591.492188
	Iteration 27Q: 3 clusters Score -1.252252e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -12522773.000000 Penalty: 5591.492188
	Iteration 28Q: 3 clusters Score -1.252277e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -12522990.000000 Penalty: 5591.492188
	Iteration 29Q: 3 clusters Score -1.252299e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -12523200.000000 Penalty: 5591.492188
	Iteration 30Q: 3 clusters Score -1.25232e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -12523403.000000 Penalty: 5591.492188
	Iteration 31Q: 3 clusters Score -1.25234e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -12523601.000000 Penalty: 5591.492188
	Iteration 32Q: 3 clusters Score -1.25236e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -12523736.000000 Penalty: 5591.492188
	Iteration 33Q: 3 clusters Score -1.252374e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -12523866.000000 Penalty: 5591.492188
	Iteration 34Q: 3 clusters Score -1.252387e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -12523952.000000 Penalty: 5591.492188
	Iteration 35Q: 3 clusters Score -1.252395e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12524016.000000 Penalty: 5591.492188
	Iteration 36Q: 3 clusters Score -1.252402e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -12524031.000000 Penalty: 5591.492188
	Iteration 37Q: 3 clusters Score -1.252403e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -12524081.000000 Penalty: 5591.492188
	Iteration 38Q: 3 clusters Score -1.252408e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -12524126.000000 Penalty: 5591.492188
	Iteration 39Q: 3 clusters Score -1.252413e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75657 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -12524171.000000 Penalty: 5591.492188
	Iteration 40F: 3 clusters Score -1.252417e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -12524219.000000 Penalty: 5591.492188
	Iteration 41Q: 3 clusters Score -1.252422e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -12524240.000000 Penalty: 5591.492188
	Iteration 42Q: 3 clusters Score -1.252424e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -12524255.000000 Penalty: 5591.492188
	Iteration 43Q: 3 clusters Score -1.252426e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -12524262.000000 Penalty: 5591.492188
	Iteration 44Q: 3 clusters Score -1.252426e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -12524286.000000 Penalty: 5591.492188
	Iteration 45Q: 3 clusters Score -1.252429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -12524280.000000 Penalty: 5591.492188
	Iteration 46Q: 3 clusters Score -1.252428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -12524289.000000 Penalty: 5591.492188
	Iteration 47Q: 3 clusters Score -1.252429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -12524291.000000 Penalty: 5591.492188
	Iteration 48Q: 3 clusters Score -1.252429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -12524283.000000 Penalty: 5591.492188
	Iteration 49Q: 3 clusters Score -1.252428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -12524292.000000 Penalty: 5591.492188
	Iteration 50Q: 3 clusters Score -1.252429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12524282.000000 Penalty: 5591.492188
	Iteration 51Q: 3 clusters Score -1.252428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -12524290.000000 Penalty: 5591.492188
	Iteration 52Q: 3 clusters Score -1.252429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76077 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -12524305.000000 Penalty: 5591.492188
	Iteration 53Q: 3 clusters Score -1.25243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -12524305.000000 Penalty: 5591.492188
	Iteration 54Q: 3 clusters Score -1.25243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -12524315.000000 Penalty: 5591.492188
	Iteration 55Q: 3 clusters Score -1.252432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -12524331.000000 Penalty: 5591.492188
	Iteration 56Q: 3 clusters Score -1.252433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -12524323.000000 Penalty: 5591.492188
	Iteration 57Q: 3 clusters Score -1.252432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -12524316.000000 Penalty: 5591.492188
	Iteration 58Q: 3 clusters Score -1.252432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12524318.000000 Penalty: 5591.492188
	Iteration 59Q: 3 clusters Score -1.252432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12524313.000000 Penalty: 5591.492188
	Iteration 60F: 3 clusters Score -1.252431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12524313.000000 Penalty: 5591.492188
	Iteration 61Q: 3 clusters Score -1.252431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -12524323.000000 Penalty: 5591.492188
	Iteration 62Q: 3 clusters Score -1.252432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12524317.000000 Penalty: 5591.492188
	Iteration 63Q: 3 clusters Score -1.252432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -12524329.000000 Penalty: 5591.492188
	Iteration 64Q: 3 clusters Score -1.252433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12524330.000000 Penalty: 5591.492188
	Iteration 65Q: 3 clusters Score -1.252433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12524330.000000 Penalty: 5591.492188
	Iteration 66Q: 3 clusters Score -1.252433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12524331.000000 Penalty: 5591.492188
	Iteration 67Q: 3 clusters Score -1.252433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -12524328.000000 Penalty: 5591.492188
	Iteration 68Q: 3 clusters Score -1.252433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -12524324.000000 Penalty: 5591.492188
	Iteration 69Q: 3 clusters Score -1.252432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12524327.000000 Penalty: 5591.492188
	Iteration 70Q: 3 clusters Score -1.252433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12524329.000000 Penalty: 5591.492188
	Iteration 71Q: 3 clusters Score -1.252433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12524320.000000 Penalty: 5591.492188
	Iteration 72Q: 3 clusters Score -1.252432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12524324.000000 Penalty: 5591.492188
	Iteration 73Q: 3 clusters Score -1.252432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -12524332.000000 Penalty: 5591.492188
	Iteration 74Q: 3 clusters Score -1.252433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12524339.000000 Penalty: 5591.492188
	Iteration 75Q: 3 clusters Score -1.252434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -12524332.000000 Penalty: 5591.492188
	Iteration 76Q: 3 clusters Score -1.252433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12524326.000000 Penalty: 5591.492188
	Iteration 77Q: 3 clusters Score -1.252433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12524336.000000 Penalty: 5591.492188
	Iteration 78Q: 3 clusters Score -1.252434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12524328.000000 Penalty: 5591.492188
	Iteration 79Q: 3 clusters Score -1.252433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12524324.000000 Penalty: 5591.492188
	Iteration 80F: 3 clusters Score -1.252432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12524324.000000 Penalty: 5591.492188
	Iteration 81Q: 3 clusters Score -1.252432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -12524331.000000 Penalty: 5591.492188
	Iteration 82Q: 3 clusters Score -1.252433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12524329.000000 Penalty: 5591.492188
	Iteration 83Q: 3 clusters Score -1.252433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -12524328.000000 Penalty: 5591.492188
	Iteration 84Q: 3 clusters Score -1.252433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -12524345.000000 Penalty: 5591.492188
	Iteration 85Q: 3 clusters Score -1.252434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12524338.000000 Penalty: 5591.492188
	Iteration 86Q: 3 clusters Score -1.252434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12524356.000000 Penalty: 5591.492188
	Iteration 87Q: 3 clusters Score -1.252436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12524366.000000 Penalty: 5591.492188
	Iteration 88Q: 3 clusters Score -1.252437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -12524361.000000 Penalty: 5591.492188
	Iteration 89Q: 3 clusters Score -1.252436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -12524357.000000 Penalty: 5591.492188
	Iteration 90Q: 3 clusters Score -1.252436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -12524359.000000 Penalty: 5591.492188
	Iteration 91Q: 3 clusters Score -1.252436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -12524359.000000 Penalty: 5591.492188
	Iteration 92F: 3 clusters Score -1.252436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Entering Unmasked Estep 
Score: -13074731.000000 Penalty: 2805.741455
	Iteration 0F: 2 clusters Score -1.307473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -13022901.000000 Penalty: 5611.482910
	Iteration 0F: 3 clusters Score -1.30229e+07 nChanged 38268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -13044160.000000 Penalty: 5611.482910
	Iteration 1F: 3 clusters Score -1.304416e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -13044694.000000 Penalty: 5611.482910
	Iteration 2Q: 3 clusters Score -1.304469e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -13045251.000000 Penalty: 5611.482910
	Iteration 3Q: 3 clusters Score -1.304525e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -13045886.000000 Penalty: 5611.482910
	Iteration 4Q: 3 clusters Score -1.304589e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -13046878.000000 Penalty: 5611.482910
	Iteration 5Q: 3 clusters Score -1.304688e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -13048321.000000 Penalty: 5611.482910
	Iteration 6Q: 3 clusters Score -1.304832e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -13051088.000000 Penalty: 5611.482910
	Iteration 7F: 3 clusters Score -1.305109e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -13055480.000000 Penalty: 5611.482910
	Iteration 8F: 3 clusters Score -1.305548e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -13061461.000000 Penalty: 5611.482910
	Iteration 9F: 3 clusters Score -1.306146e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -13067098.000000 Penalty: 5611.482910
	Iteration 10F: 3 clusters Score -1.30671e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -13070313.000000 Penalty: 5611.482910
	Iteration 11Q: 3 clusters Score -1.307031e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -13071423.000000 Penalty: 5611.482910
	Iteration 12Q: 3 clusters Score -1.307142e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -13071886.000000 Penalty: 5611.482910
	Iteration 13Q: 3 clusters Score -1.307189e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -13072115.000000 Penalty: 5611.482910
	Iteration 14Q: 3 clusters Score -1.307212e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -13072204.000000 Penalty: 5611.482910
	Iteration 15Q: 3 clusters Score -1.30722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -13072271.000000 Penalty: 5611.482910
	Iteration 16Q: 3 clusters Score -1.307227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -13072315.000000 Penalty: 5611.482910
	Iteration 17Q: 3 clusters Score -1.307232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -13072342.000000 Penalty: 5611.482910
	Iteration 18Q: 3 clusters Score -1.307234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -13072361.000000 Penalty: 5611.482910
	Iteration 19Q: 3 clusters Score -1.307236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -13072378.000000 Penalty: 5611.482910
	Iteration 20F: 3 clusters Score -1.307238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -13072372.000000 Penalty: 5611.482910
	Iteration 21Q: 3 clusters Score -1.307237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 81511 members 
Entering Unmasked Estep 
Score: -13072380.000000 Penalty: 5611.482910
	Iteration 22Q: 3 clusters Score -1.307238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -13072381.000000 Penalty: 5611.482910
	Iteration 23Q: 3 clusters Score -1.307238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -13072384.000000 Penalty: 5611.482910
	Iteration 24Q: 3 clusters Score -1.307238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -13072390.000000 Penalty: 5611.482910
	Iteration 25Q: 3 clusters Score -1.307239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -13072393.000000 Penalty: 5611.482910
	Iteration 26Q: 3 clusters Score -1.307239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -13072394.000000 Penalty: 5611.482910
	Iteration 27Q: 3 clusters Score -1.307239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -13072399.000000 Penalty: 5611.482910
	Iteration 28Q: 3 clusters Score -1.30724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -13072396.000000 Penalty: 5611.482910
	Iteration 29Q: 3 clusters Score -1.30724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -13072398.000000 Penalty: 5611.482910
	Iteration 30Q: 3 clusters Score -1.30724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -13072396.000000 Penalty: 5611.482910
	Iteration 31Q: 3 clusters Score -1.30724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -13072391.000000 Penalty: 5611.482910
	Iteration 32Q: 3 clusters Score -1.307239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -13072394.000000 Penalty: 5611.482910
	Iteration 33Q: 3 clusters Score -1.307239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -13072401.000000 Penalty: 5611.482910
	Iteration 34Q: 3 clusters Score -1.30724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -13072403.000000 Penalty: 5611.482910
	Iteration 35Q: 3 clusters Score -1.30724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -13072400.000000 Penalty: 5611.482910
	Iteration 36Q: 3 clusters Score -1.30724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -13072402.000000 Penalty: 5611.482910
	Iteration 37Q: 3 clusters Score -1.30724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -13072402.000000 Penalty: 5611.482910
	Iteration 38F: 3 clusters Score -1.30724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -220699.796875 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -220699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -218437.000000 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -218437 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -218792.765625 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -218792.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -218896.296875 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -218896.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218952.000000 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -218952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218996.390625 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -218996.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219028.968750 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -219029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -219069.515625 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -219069.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -219106.843750 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -219106.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219167.234375 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -219167.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -219226.234375 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -219226.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -219265.343750 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -219265.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219300.640625 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -219300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -219327.921875 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -219327.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219359.187500 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -219359.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -219387.890625 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -219387.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -219400.468750 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -219400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -219413.671875 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -219413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219417.937500 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -219417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -219419.593750 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -219419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219422.046875 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -219422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219423.609375 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -219423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -219424.265625 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -219424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -219424.640625 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -219424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219425.984375 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -219426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -219426.656250 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -219426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -219427.843750 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -219427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -219428.546875 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -219428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219430.281250 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -219430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -219433.406250 Penalty: 3613.951172
	Iteration 28Q: 3 clusters Score -219433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -219433.453125 Penalty: 3613.951172
	Iteration 29Q: 3 clusters Score -219433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -219433.453125 Penalty: 3613.951172
	Iteration 30F: 3 clusters Score -219433.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Entering Unmasked Estep 
Score: -7493296.500000 Penalty: 2670.438232
	Iteration 0F: 2 clusters Score -7493296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -7461462.500000 Penalty: 5340.876465
	Iteration 0F: 3 clusters Score -7461462 nChanged 21914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -7473574.500000 Penalty: 5340.876465
	Iteration 1F: 3 clusters Score -7473574 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -7474205.500000 Penalty: 5340.876465
	Iteration 2Q: 3 clusters Score -7474206 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7474817.000000 Penalty: 5340.876465
	Iteration 3Q: 3 clusters Score -7474817 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -7475554.000000 Penalty: 5340.876465
	Iteration 4Q: 3 clusters Score -7475554 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -7476458.000000 Penalty: 5340.876465
	Iteration 5Q: 3 clusters Score -7476458 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -7477725.000000 Penalty: 5340.876465
	Iteration 6F: 3 clusters Score -7477725 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -7479305.500000 Penalty: 5340.876465
	Iteration 7F: 3 clusters Score -7479306 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -7481216.000000 Penalty: 5340.876465
	Iteration 8F: 3 clusters Score -7481216 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7483256.500000 Penalty: 5340.876465
	Iteration 9F: 3 clusters Score -7483256 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -7485262.000000 Penalty: 5340.876465
	Iteration 10F: 3 clusters Score -7485262 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -7486743.000000 Penalty: 5340.876465
	Iteration 11Q: 3 clusters Score -7486743 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -7487592.500000 Penalty: 5340.876465
	Iteration 12Q: 3 clusters Score -7487592 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -7488086.500000 Penalty: 5340.876465
	Iteration 13Q: 3 clusters Score -7488086 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -7488455.500000 Penalty: 5340.876465
	Iteration 14Q: 3 clusters Score -7488456 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7488654.000000 Penalty: 5340.876465
	Iteration 15Q: 3 clusters Score -7488654 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -7488843.000000 Penalty: 5340.876465
	Iteration 16Q: 3 clusters Score -7488843 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -7489025.500000 Penalty: 5340.876465
	Iteration 17Q: 3 clusters Score -7489026 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -7489112.000000 Penalty: 5340.876465
	Iteration 18Q: 3 clusters Score -7489112 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7489176 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7489246 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7489320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7489360 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7489387 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7489428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7489490 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7489528 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7489577 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7489598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7489632 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7489638 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7489638 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7489648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7489661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7489686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7489699 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7489716 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7489726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7489731 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7489753 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7489767 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 39923 members 
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Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7489900 nChanged 78
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Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7489928 nChanged 68
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Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7161 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7086 members 
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Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 40536 members 
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Mstep: Class 1 contains 6866 members 
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Mstep: Class 1 contains 6787 members 
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Mstep: Class 1 contains 6710 members 
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Mstep: Class 1 contains 6631 members 
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Mstep: Class 1 contains 6552 members 
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Mstep: Class 1 contains 6468 members 
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Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 41093 members 
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Mstep: Class 1 contains 6276 members 
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Mstep: Class 1 contains 6185 members 
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Mstep: Class 1 contains 6101 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6022 members 
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Mstep: Class 1 contains 5950 members 
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Mstep: Class 1 contains 5878 members 
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Mstep: Class 1 contains 5807 members 
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Mstep: Class 1 contains 5730 members 
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Mstep: Class 1 contains 5658 members 
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Mstep: Class 1 contains 5595 members 
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Mstep: Class 1 contains 5533 members 
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Mstep: Class 1 contains 5480 members 
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Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -7490330.500000 Penalty: 5340.876465
	Iteration 111Q: 3 clusters Score -7490330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7490364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7490375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7490393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7490406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -7490419.500000 Penalty: 5340.876465
	Iteration 116Q: 3 clusters Score -7490420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -7490422.500000 Penalty: 5340.876465
	Iteration 117Q: 3 clusters Score -7490422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -7490421.000000 Penalty: 5340.876465
	Iteration 118Q: 3 clusters Score -7490421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7490441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -7490448.500000 Penalty: 5340.876465
	Iteration 120F: 3 clusters Score -7490448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -7490463.000000 Penalty: 5340.876465
	Iteration 121Q: 3 clusters Score -7490463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -7490468.500000 Penalty: 5340.876465
	Iteration 122Q: 3 clusters Score -7490468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -7490479.000000 Penalty: 5340.876465
	Iteration 123Q: 3 clusters Score -7490479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -7490498.000000 Penalty: 5340.876465
	Iteration 124Q: 3 clusters Score -7490498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -7490503.500000 Penalty: 5340.876465
	Iteration 125Q: 3 clusters Score -7490504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -7490499.000000 Penalty: 5340.876465
	Iteration 126Q: 3 clusters Score -7490499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -7490517.000000 Penalty: 5340.876465
	Iteration 127Q: 3 clusters Score -7490517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -7490533.000000 Penalty: 5340.876465
	Iteration 128Q: 3 clusters Score -7490533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -7490536.500000 Penalty: 5340.876465
	Iteration 129Q: 3 clusters Score -7490536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -7490528.500000 Penalty: 5340.876465
	Iteration 130Q: 3 clusters Score -7490528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -7490534.000000 Penalty: 5340.876465
	Iteration 131Q: 3 clusters Score -7490534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -7490544.500000 Penalty: 5340.876465
	Iteration 132Q: 3 clusters Score -7490544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -7490547.500000 Penalty: 5340.876465
	Iteration 133Q: 3 clusters Score -7490548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -7490557.500000 Penalty: 5340.876465
	Iteration 134Q: 3 clusters Score -7490558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -7490557.500000 Penalty: 5340.876465
	Iteration 135Q: 3 clusters Score -7490558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7490557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7490574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7490574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7490580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -7490596.500000 Penalty: 5340.876465
	Iteration 140F: 3 clusters Score -7490596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -7490614.500000 Penalty: 5340.876465
	Iteration 141Q: 3 clusters Score -7490614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -7490613.000000 Penalty: 5340.876465
	Iteration 142Q: 3 clusters Score -7490613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -7490626.000000 Penalty: 5340.876465
	Iteration 143Q: 3 clusters Score -7490626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -7490642.500000 Penalty: 5340.876465
	Iteration 144Q: 3 clusters Score -7490642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -7490643.000000 Penalty: 5340.876465
	Iteration 145Q: 3 clusters Score -7490643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -7490642.000000 Penalty: 5340.876465
	Iteration 146Q: 3 clusters Score -7490642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -7490648.000000 Penalty: 5340.876465
	Iteration 147Q: 3 clusters Score -7490648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -7490662.500000 Penalty: 5340.876465
	Iteration 148Q: 3 clusters Score -7490662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -7490655.500000 Penalty: 5340.876465
	Iteration 149Q: 3 clusters Score -7490656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -7490674.000000 Penalty: 5340.876465
	Iteration 150Q: 3 clusters Score -7490674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -7490679.500000 Penalty: 5340.876465
	Iteration 151Q: 3 clusters Score -7490680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -7490695.500000 Penalty: 5340.876465
	Iteration 152Q: 3 clusters Score -7490696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -7490702.500000 Penalty: 5340.876465
	Iteration 153Q: 3 clusters Score -7490702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -7490707.000000 Penalty: 5340.876465
	Iteration 154Q: 3 clusters Score -7490707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -7490710.000000 Penalty: 5340.876465
	Iteration 155Q: 3 clusters Score -7490710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -7490712.000000 Penalty: 5340.876465
	Iteration 156Q: 3 clusters Score -7490712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -7490719.000000 Penalty: 5340.876465
	Iteration 157Q: 3 clusters Score -7490719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -7490708.000000 Penalty: 5340.876465
	Iteration 158Q: 3 clusters Score -7490708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -7490713.500000 Penalty: 5340.876465
	Iteration 159Q: 3 clusters Score -7490714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -7490710.500000 Penalty: 5340.876465
	Iteration 160F: 3 clusters Score -7490710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -7490723.500000 Penalty: 5340.876465
	Iteration 161Q: 3 clusters Score -7490724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -7490739.000000 Penalty: 5340.876465
	Iteration 162Q: 3 clusters Score -7490739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -7490727.500000 Penalty: 5340.876465
	Iteration 163Q: 3 clusters Score -7490728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -7490738.000000 Penalty: 5340.876465
	Iteration 164Q: 3 clusters Score -7490738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -7490760.000000 Penalty: 5340.876465
	Iteration 165Q: 3 clusters Score -7490760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -7490751.000000 Penalty: 5340.876465
	Iteration 166Q: 3 clusters Score -7490751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -7490750.000000 Penalty: 5340.876465
	Iteration 167Q: 3 clusters Score -7490750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -7490755.000000 Penalty: 5340.876465
	Iteration 168Q: 3 clusters Score -7490755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -7490757.500000 Penalty: 5340.876465
	Iteration 169Q: 3 clusters Score -7490758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -7490745.500000 Penalty: 5340.876465
	Iteration 170Q: 3 clusters Score -7490746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -7490748.500000 Penalty: 5340.876465
	Iteration 171Q: 3 clusters Score -7490748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -7490750.500000 Penalty: 5340.876465
	Iteration 172Q: 3 clusters Score -7490750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -7490757.000000 Penalty: 5340.876465
	Iteration 173Q: 3 clusters Score -7490757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -7490767.000000 Penalty: 5340.876465
	Iteration 174Q: 3 clusters Score -7490767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -7490771.000000 Penalty: 5340.876465
	Iteration 175Q: 3 clusters Score -7490771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -7490771.500000 Penalty: 5340.876465
	Iteration 176Q: 3 clusters Score -7490772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -7490771.000000 Penalty: 5340.876465
	Iteration 177Q: 3 clusters Score -7490771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -7490775.000000 Penalty: 5340.876465
	Iteration 178Q: 3 clusters Score -7490775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -7490761.500000 Penalty: 5340.876465
	Iteration 179Q: 3 clusters Score -7490762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -7490766.000000 Penalty: 5340.876465
	Iteration 180F: 3 clusters Score -7490766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -7490770.000000 Penalty: 5340.876465
	Iteration 181Q: 3 clusters Score -7490770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -7490784.500000 Penalty: 5340.876465
	Iteration 182Q: 3 clusters Score -7490784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -7490783.000000 Penalty: 5340.876465
	Iteration 183Q: 3 clusters Score -7490783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -7490791.500000 Penalty: 5340.876465
	Iteration 184Q: 3 clusters Score -7490792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -7490784.000000 Penalty: 5340.876465
	Iteration 185Q: 3 clusters Score -7490784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -7490782.500000 Penalty: 5340.876465
	Iteration 186Q: 3 clusters Score -7490782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -7490783.000000 Penalty: 5340.876465
	Iteration 187Q: 3 clusters Score -7490783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -7490784.000000 Penalty: 5340.876465
	Iteration 188Q: 3 clusters Score -7490784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -7490795.000000 Penalty: 5340.876465
	Iteration 189Q: 3 clusters Score -7490795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -7490796.000000 Penalty: 5340.876465
	Iteration 190Q: 3 clusters Score -7490796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7490794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -7490794.000000 Penalty: 5340.876465
	Iteration 192F: 3 clusters Score -7490794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -960991.812500 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -960991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -955585.750000 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -955585.8 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -957031.125000 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -957031.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -957424.500000 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -957424.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -957716.750000 Penalty: 4344.951172
	Iteration 3F: 3 clusters Score -957716.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -957981.187500 Penalty: 4344.951172
	Iteration 4F: 3 clusters Score -957981.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -958193.812500 Penalty: 4344.951172
	Iteration 5Q: 3 clusters Score -958193.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -958386.812500 Penalty: 4344.951172
	Iteration 6Q: 3 clusters Score -958386.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -958567.375000 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -958567.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -958770.375000 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -958770.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -958982.125000 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -958982.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -959188.812500 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -959188.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -959407.000000 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -959407 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -959659.062500 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -959659.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -959994.062500 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -959994.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -960280.312500 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -960280.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -960443.187500 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -960443.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -960495.187500 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -960495.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -960521.812500 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -960521.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -960534.000000 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -960534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -960543.750000 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -960543.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -960551.250000 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -960551.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -960561.937500 Penalty: 4344.951172
	Iteration 21Q: 3 clusters Score -960561.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -960564.500000 Penalty: 4344.951172
	Iteration 22Q: 3 clusters Score -960564.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -960568.562500 Penalty: 4344.951172
	Iteration 23Q: 3 clusters Score -960568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -960572.937500 Penalty: 4344.951172
	Iteration 24Q: 3 clusters Score -960572.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -960574.875000 Penalty: 4344.951172
	Iteration 25Q: 3 clusters Score -960574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -960576.937500 Penalty: 4344.951172
	Iteration 26Q: 3 clusters Score -960576.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -960577.437500 Penalty: 4344.951172
	Iteration 27Q: 3 clusters Score -960577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -960582.250000 Penalty: 4344.951172
	Iteration 28Q: 3 clusters Score -960582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -960579.937500 Penalty: 4344.951172
	Iteration 29Q: 3 clusters Score -960579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -960580.937500 Penalty: 4344.951172
	Iteration 30Q: 3 clusters Score -960580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -960583.625000 Penalty: 4344.951172
	Iteration 31Q: 3 clusters Score -960583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -960586.062500 Penalty: 4344.951172
	Iteration 32Q: 3 clusters Score -960586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -960586.437500 Penalty: 4344.951172
	Iteration 33Q: 3 clusters Score -960586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -960588.687500 Penalty: 4344.951172
	Iteration 34Q: 3 clusters Score -960588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -960588.500000 Penalty: 4344.951172
	Iteration 35Q: 3 clusters Score -960588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -960590.687500 Penalty: 4344.951172
	Iteration 36Q: 3 clusters Score -960590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -960591.750000 Penalty: 4344.951172
	Iteration 37Q: 3 clusters Score -960591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -960591.125000 Penalty: 4344.951172
	Iteration 38Q: 3 clusters Score -960591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -960591.937500 Penalty: 4344.951172
	Iteration 39Q: 3 clusters Score -960591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -960590.312500 Penalty: 4344.951172
	Iteration 40F: 3 clusters Score -960590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -960593.062500 Penalty: 4344.951172
	Iteration 41Q: 3 clusters Score -960593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -960592.125000 Penalty: 4344.951172
	Iteration 42Q: 3 clusters Score -960592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -960593.312500 Penalty: 4344.951172
	Iteration 43Q: 3 clusters Score -960593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -960596.437500 Penalty: 4344.951172
	Iteration 44Q: 3 clusters Score -960596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -960597.625000 Penalty: 4344.951172
	Iteration 45Q: 3 clusters Score -960597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -960599.812500 Penalty: 4344.951172
	Iteration 46Q: 3 clusters Score -960599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -960600.250000 Penalty: 4344.951172
	Iteration 47Q: 3 clusters Score -960600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -960602.500000 Penalty: 4344.951172
	Iteration 48Q: 3 clusters Score -960602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -960601.937500 Penalty: 4344.951172
	Iteration 49Q: 3 clusters Score -960601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -960603.437500 Penalty: 4344.951172
	Iteration 50Q: 3 clusters Score -960603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -960605.000000 Penalty: 4344.951172
	Iteration 51Q: 3 clusters Score -960605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -960603.812500 Penalty: 4344.951172
	Iteration 52Q: 3 clusters Score -960603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -960605.437500 Penalty: 4344.951172
	Iteration 53Q: 3 clusters Score -960605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -960606.750000 Penalty: 4344.951172
	Iteration 54Q: 3 clusters Score -960606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -960605.062500 Penalty: 4344.951172
	Iteration 55Q: 3 clusters Score -960605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -960605.062500 Penalty: 4344.951172
	Iteration 56F: 3 clusters Score -960605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -30574.853516 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -30574.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29583.468750 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -29583.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29672.007812 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -29672.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29714.263672 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -29714.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29719.478516 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -29719.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29722.269531 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -29722.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29722.960938 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -29722.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29724.515625 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -29724.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29729.128906 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -29729.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29730.736328 Penalty: 2695.126221
	Iteration 8Q: 3 clusters Score -29730.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29730.736328 Penalty: 2695.126221
	Iteration 9F: 3 clusters Score -29730.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -571531.250000 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -571531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -567838.375000 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -567838.4 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -568713.812500 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -568713.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -568876.125000 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -568876.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -568960.375000 Penalty: 4074.911621
	Iteration 3Q: 3 clusters Score -568960.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -569022.812500 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -569022.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -569082.625000 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -569082.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -569136.250000 Penalty: 4074.911621
	Iteration 6Q: 3 clusters Score -569136.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -569173.312500 Penalty: 4074.911621
	Iteration 7Q: 3 clusters Score -569173.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -569209.375000 Penalty: 4074.911621
	Iteration 8Q: 3 clusters Score -569209.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -569242.000000 Penalty: 4074.911621
	Iteration 9Q: 3 clusters Score -569242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -569273.062500 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -569273.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -569293.000000 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -569293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -569308.312500 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -569308.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -569320.625000 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -569320.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -569329.875000 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -569329.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -569339.000000 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -569339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -569344.375000 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -569344.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -569350.937500 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -569350.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -569356.375000 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -569356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -569363.312500 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -569363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -569366.875000 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -569366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -569371.875000 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -569371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -569376.625000 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -569376.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -569381.437500 Penalty: 4074.911621
	Iteration 23Q: 3 clusters Score -569381.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -569387.375000 Penalty: 4074.911621
	Iteration 24Q: 3 clusters Score -569387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -569393.437500 Penalty: 4074.911621
	Iteration 25Q: 3 clusters Score -569393.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -569399.875000 Penalty: 4074.911621
	Iteration 26Q: 3 clusters Score -569399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -569407.062500 Penalty: 4074.911621
	Iteration 27Q: 3 clusters Score -569407.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -569410.562500 Penalty: 4074.911621
	Iteration 28Q: 3 clusters Score -569410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -569416.812500 Penalty: 4074.911621
	Iteration 29Q: 3 clusters Score -569416.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -569423.125000 Penalty: 4074.911621
	Iteration 30Q: 3 clusters Score -569423.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -569434.937500 Penalty: 4074.911621
	Iteration 31Q: 3 clusters Score -569434.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -569443.875000 Penalty: 4074.911621
	Iteration 32Q: 3 clusters Score -569443.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -569454.062500 Penalty: 4074.911621
	Iteration 33Q: 3 clusters Score -569454.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -569464.937500 Penalty: 4074.911621
	Iteration 34Q: 3 clusters Score -569464.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -569478.562500 Penalty: 4074.911621
	Iteration 35Q: 3 clusters Score -569478.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -569489.812500 Penalty: 4074.911621
	Iteration 36Q: 3 clusters Score -569489.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -569506.125000 Penalty: 4074.911621
	Iteration 37Q: 3 clusters Score -569506.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -569523.187500 Penalty: 4074.911621
	Iteration 38Q: 3 clusters Score -569523.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -569539.375000 Penalty: 4074.911621
	Iteration 39Q: 3 clusters Score -569539.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -569553.312500 Penalty: 4074.911621
	Iteration 40F: 3 clusters Score -569553.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -569563.500000 Penalty: 4074.911621
	Iteration 41Q: 3 clusters Score -569563.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -569576.812500 Penalty: 4074.911621
	Iteration 42Q: 3 clusters Score -569576.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -569597.437500 Penalty: 4074.911621
	Iteration 43Q: 3 clusters Score -569597.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -569622.187500 Penalty: 4074.911621
	Iteration 44Q: 3 clusters Score -569622.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -569645.937500 Penalty: 4074.911621
	Iteration 45Q: 3 clusters Score -569645.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -569667.500000 Penalty: 4074.911621
	Iteration 46Q: 3 clusters Score -569667.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -569685.375000 Penalty: 4074.911621
	Iteration 47Q: 3 clusters Score -569685.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -569696.437500 Penalty: 4074.911621
	Iteration 48Q: 3 clusters Score -569696.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -569702.750000 Penalty: 4074.911621
	Iteration 49Q: 3 clusters Score -569702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -569712.500000 Penalty: 4074.911621
	Iteration 50Q: 3 clusters Score -569712.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -569722.937500 Penalty: 4074.911621
	Iteration 51Q: 3 clusters Score -569722.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -569730.062500 Penalty: 4074.911621
	Iteration 52Q: 3 clusters Score -569730.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -569737.437500 Penalty: 4074.911621
	Iteration 53Q: 3 clusters Score -569737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -569745.187500 Penalty: 4074.911621
	Iteration 54Q: 3 clusters Score -569745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -569754.312500 Penalty: 4074.911621
	Iteration 55Q: 3 clusters Score -569754.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -569764.187500 Penalty: 4074.911621
	Iteration 56Q: 3 clusters Score -569764.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -569770.812500 Penalty: 4074.911621
	Iteration 57Q: 3 clusters Score -569770.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -569775.687500 Penalty: 4074.911621
	Iteration 58Q: 3 clusters Score -569775.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -569777.312500 Penalty: 4074.911621
	Iteration 59Q: 3 clusters Score -569777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -569780.437500 Penalty: 4074.911621
	Iteration 60F: 3 clusters Score -569780.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -569784.562500 Penalty: 4074.911621
	Iteration 61Q: 3 clusters Score -569784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -569788.937500 Penalty: 4074.911621
	Iteration 62Q: 3 clusters Score -569788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -569795.000000 Penalty: 4074.911621
	Iteration 63Q: 3 clusters Score -569795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -569806.875000 Penalty: 4074.911621
	Iteration 64Q: 3 clusters Score -569806.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -569822.937500 Penalty: 4074.911621
	Iteration 65Q: 3 clusters Score -569822.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -569834.750000 Penalty: 4074.911621
	Iteration 66Q: 3 clusters Score -569834.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -569851.750000 Penalty: 4074.911621
	Iteration 67Q: 3 clusters Score -569851.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -569871.937500 Penalty: 4074.911621
	Iteration 68Q: 3 clusters Score -569871.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -569890.000000 Penalty: 4074.911621
	Iteration 69Q: 3 clusters Score -569890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -569917.187500 Penalty: 4074.911621
	Iteration 70Q: 3 clusters Score -569917.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -569959.000000 Penalty: 4074.911621
	Iteration 71Q: 3 clusters Score -569959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -570028.187500 Penalty: 4074.911621
	Iteration 72Q: 3 clusters Score -570028.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -570165.125000 Penalty: 4074.911621
	Iteration 73Q: 3 clusters Score -570165.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -570387.437500 Penalty: 4074.911621
	Iteration 74Q: 3 clusters Score -570387.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -570636.062500 Penalty: 4074.911621
	Iteration 75Q: 3 clusters Score -570636.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -570849.812500 Penalty: 4074.911621
	Iteration 76Q: 3 clusters Score -570849.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -571069.812500 Penalty: 4074.911621
	Iteration 77Q: 3 clusters Score -571069.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -571260.500000 Penalty: 4074.911621
	Iteration 78Q: 3 clusters Score -571260.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -571356.500000 Penalty: 4074.911621
	Iteration 79Q: 3 clusters Score -571356.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -571380.812500 Penalty: 4074.911621
	Iteration 80F: 3 clusters Score -571380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -571390.875000 Penalty: 4074.911621
	Iteration 81Q: 3 clusters Score -571390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -571398.687500 Penalty: 4074.911621
	Iteration 82Q: 3 clusters Score -571398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -571399.312500 Penalty: 4074.911621
	Iteration 83Q: 3 clusters Score -571399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -571400.000000 Penalty: 4074.911621
	Iteration 84Q: 3 clusters Score -571400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -571400.750000 Penalty: 4074.911621
	Iteration 85Q: 3 clusters Score -571400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -571400.750000 Penalty: 4074.911621
	Iteration 86F: 3 clusters Score -571400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Entering Unmasked Estep 
Score: -7841515.500000 Penalty: 2690.717529
	Iteration 0F: 2 clusters Score -7841516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -7806843.500000 Penalty: 5381.435059
	Iteration 0F: 3 clusters Score -7806844 nChanged 23773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7820297.500000 Penalty: 5381.435059
	Iteration 1F: 3 clusters Score -7820298 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -7821105.500000 Penalty: 5381.435059
	Iteration 2Q: 3 clusters Score -7821106 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -7822005.000000 Penalty: 5381.435059
	Iteration 3Q: 3 clusters Score -7822005 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -7823150.500000 Penalty: 5381.435059
	Iteration 4Q: 3 clusters Score -7823150 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -7824381.500000 Penalty: 5381.435059
	Iteration 5F: 3 clusters Score -7824382 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -7825636.500000 Penalty: 5381.435059
	Iteration 6F: 3 clusters Score -7825636 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7826874.500000 Penalty: 5381.435059
	Iteration 7Q: 3 clusters Score -7826874 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7827940.000000 Penalty: 5381.435059
	Iteration 8Q: 3 clusters Score -7827940 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7828860.500000 Penalty: 5381.435059
	Iteration 9Q: 3 clusters Score -7828860 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -7829752.500000 Penalty: 5381.435059
	Iteration 10Q: 3 clusters Score -7829752 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -7830604.000000 Penalty: 5381.435059
	Iteration 11Q: 3 clusters Score -7830604 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -7831403.000000 Penalty: 5381.435059
	Iteration 12Q: 3 clusters Score -7831403 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -7832221.000000 Penalty: 5381.435059
	Iteration 13Q: 3 clusters Score -7832221 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -7833059.000000 Penalty: 5381.435059
	Iteration 14Q: 3 clusters Score -7833059 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -7833893.500000 Penalty: 5381.435059
	Iteration 15Q: 3 clusters Score -7833894 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -7834763.000000 Penalty: 5381.435059
	Iteration 16Q: 3 clusters Score -7834763 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -7835580.000000 Penalty: 5381.435059
	Iteration 17Q: 3 clusters Score -7835580 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -7836355.000000 Penalty: 5381.435059
	Iteration 18Q: 3 clusters Score -7836355 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -7837084.500000 Penalty: 5381.435059
	Iteration 19Q: 3 clusters Score -7837084 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -7837709.000000 Penalty: 5381.435059
	Iteration 20F: 3 clusters Score -7837709 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7838217.500000 Penalty: 5381.435059
	Iteration 21Q: 3 clusters Score -7838218 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7838594.000000 Penalty: 5381.435059
	Iteration 22Q: 3 clusters Score -7838594 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7838871.500000 Penalty: 5381.435059
	Iteration 23Q: 3 clusters Score -7838872 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7839094.500000 Penalty: 5381.435059
	Iteration 24Q: 3 clusters Score -7839094 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7839280.500000 Penalty: 5381.435059
	Iteration 25Q: 3 clusters Score -7839280 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7839392.000000 Penalty: 5381.435059
	Iteration 26Q: 3 clusters Score -7839392 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7839474.500000 Penalty: 5381.435059
	Iteration 27Q: 3 clusters Score -7839474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7839544.500000 Penalty: 5381.435059
	Iteration 28Q: 3 clusters Score -7839544 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7839575.500000 Penalty: 5381.435059
	Iteration 29Q: 3 clusters Score -7839576 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7839603.500000 Penalty: 5381.435059
	Iteration 30Q: 3 clusters Score -7839604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7839619.500000 Penalty: 5381.435059
	Iteration 31Q: 3 clusters Score -7839620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7839656.000000 Penalty: 5381.435059
	Iteration 32Q: 3 clusters Score -7839656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7839660.500000 Penalty: 5381.435059
	Iteration 33Q: 3 clusters Score -7839660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7839659.500000 Penalty: 5381.435059
	Iteration 34Q: 3 clusters Score -7839660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7839675.000000 Penalty: 5381.435059
	Iteration 35Q: 3 clusters Score -7839675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7839689.000000 Penalty: 5381.435059
	Iteration 36Q: 3 clusters Score -7839689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7839695.000000 Penalty: 5381.435059
	Iteration 37Q: 3 clusters Score -7839695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7839698.500000 Penalty: 5381.435059
	Iteration 38Q: 3 clusters Score -7839698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7839707.000000 Penalty: 5381.435059
	Iteration 39Q: 3 clusters Score -7839707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7839711.000000 Penalty: 5381.435059
	Iteration 40F: 3 clusters Score -7839711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7839716.500000 Penalty: 5381.435059
	Iteration 41Q: 3 clusters Score -7839716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7839726.000000 Penalty: 5381.435059
	Iteration 42Q: 3 clusters Score -7839726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7839720.000000 Penalty: 5381.435059
	Iteration 43Q: 3 clusters Score -7839720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7839731.000000 Penalty: 5381.435059
	Iteration 44Q: 3 clusters Score -7839731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7839730.000000 Penalty: 5381.435059
	Iteration 45Q: 3 clusters Score -7839730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7839733.000000 Penalty: 5381.435059
	Iteration 46Q: 3 clusters Score -7839733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7839729.000000 Penalty: 5381.435059
	Iteration 47Q: 3 clusters Score -7839729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7839733.000000 Penalty: 5381.435059
	Iteration 48Q: 3 clusters Score -7839733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7839736.500000 Penalty: 5381.435059
	Iteration 49Q: 3 clusters Score -7839736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7839738.500000 Penalty: 5381.435059
	Iteration 50Q: 3 clusters Score -7839738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7839737.000000 Penalty: 5381.435059
	Iteration 51Q: 3 clusters Score -7839737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7839741.000000 Penalty: 5381.435059
	Iteration 52Q: 3 clusters Score -7839741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7839744.500000 Penalty: 5381.435059
	Iteration 53Q: 3 clusters Score -7839744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7839749.500000 Penalty: 5381.435059
	Iteration 54Q: 3 clusters Score -7839750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7839744.000000 Penalty: 5381.435059
	Iteration 55Q: 3 clusters Score -7839744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7839747.500000 Penalty: 5381.435059
	Iteration 56Q: 3 clusters Score -7839748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7839760.500000 Penalty: 5381.435059
	Iteration 57Q: 3 clusters Score -7839760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7839756.500000 Penalty: 5381.435059
	Iteration 58Q: 3 clusters Score -7839756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7839753.500000 Penalty: 5381.435059
	Iteration 59Q: 3 clusters Score -7839754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7839764.500000 Penalty: 5381.435059
	Iteration 60F: 3 clusters Score -7839764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7839765.000000 Penalty: 5381.435059
	Iteration 61Q: 3 clusters Score -7839765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7839767.500000 Penalty: 5381.435059
	Iteration 62Q: 3 clusters Score -7839768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7839767.500000 Penalty: 5381.435059
	Iteration 63F: 3 clusters Score -7839768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Entering Unmasked Estep 
Score: -1407294.750000 Penalty: 2269.478027
	Iteration 0F: 2 clusters Score -1407295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1400027.750000 Penalty: 4538.956055
	Iteration 0F: 3 clusters Score -1400028 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1402296.375000 Penalty: 4538.956055
	Iteration 1F: 3 clusters Score -1402296 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1402942.625000 Penalty: 4538.956055
	Iteration 2F: 3 clusters Score -1402943 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1403784.500000 Penalty: 4538.956055
	Iteration 3F: 3 clusters Score -1403784 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1404631.875000 Penalty: 4538.956055
	Iteration 4F: 3 clusters Score -1404632 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1405387.000000 Penalty: 4538.956055
	Iteration 5F: 3 clusters Score -1405387 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1406082.875000 Penalty: 4538.956055
	Iteration 6F: 3 clusters Score -1406083 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1406626.875000 Penalty: 4538.956055
	Iteration 7F: 3 clusters Score -1406627 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1407075.750000 Penalty: 4538.956055
	Iteration 8Q: 3 clusters Score -1407076 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1407403.000000 Penalty: 4538.956055
	Iteration 9Q: 3 clusters Score -1407403 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1407552.250000 Penalty: 4538.956055
	Iteration 10Q: 3 clusters Score -1407552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1407613.500000 Penalty: 4538.956055
	Iteration 11Q: 3 clusters Score -1407614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1407644.875000 Penalty: 4538.956055
	Iteration 12Q: 3 clusters Score -1407645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1407663.750000 Penalty: 4538.956055
	Iteration 13Q: 3 clusters Score -1407664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1407677.000000 Penalty: 4538.956055
	Iteration 14Q: 3 clusters Score -1407677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1407686.500000 Penalty: 4538.956055
	Iteration 15Q: 3 clusters Score -1407686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1407696.125000 Penalty: 4538.956055
	Iteration 16Q: 3 clusters Score -1407696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1407700.250000 Penalty: 4538.956055
	Iteration 17Q: 3 clusters Score -1407700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1407711.625000 Penalty: 4538.956055
	Iteration 18Q: 3 clusters Score -1407712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1407715.125000 Penalty: 4538.956055
	Iteration 19Q: 3 clusters Score -1407715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1407721.750000 Penalty: 4538.956055
	Iteration 20F: 3 clusters Score -1407722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1407726.625000 Penalty: 4538.956055
	Iteration 21Q: 3 clusters Score -1407727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1407736.000000 Penalty: 4538.956055
	Iteration 22Q: 3 clusters Score -1407736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1407742.125000 Penalty: 4538.956055
	Iteration 23Q: 3 clusters Score -1407742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1407755.000000 Penalty: 4538.956055
	Iteration 24Q: 3 clusters Score -1407755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1407765.875000 Penalty: 4538.956055
	Iteration 25Q: 3 clusters Score -1407766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1407782.000000 Penalty: 4538.956055
	Iteration 26Q: 3 clusters Score -1407782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1407791.500000 Penalty: 4538.956055
	Iteration 27Q: 3 clusters Score -1407792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1407801.625000 Penalty: 4538.956055
	Iteration 28Q: 3 clusters Score -1407802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1407813.500000 Penalty: 4538.956055
	Iteration 29Q: 3 clusters Score -1407814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1407815.375000 Penalty: 4538.956055
	Iteration 30Q: 3 clusters Score -1407815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1407816.125000 Penalty: 4538.956055
	Iteration 31Q: 3 clusters Score -1407816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1407819.625000 Penalty: 4538.956055
	Iteration 32Q: 3 clusters Score -1407820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1407818.750000 Penalty: 4538.956055
	Iteration 33Q: 3 clusters Score -1407819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1407820.625000 Penalty: 4538.956055
	Iteration 34Q: 3 clusters Score -1407821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1407824.750000 Penalty: 4538.956055
	Iteration 35Q: 3 clusters Score -1407825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1407823.625000 Penalty: 4538.956055
	Iteration 36Q: 3 clusters Score -1407824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1407820.625000 Penalty: 4538.956055
	Iteration 37Q: 3 clusters Score -1407821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1407822.250000 Penalty: 4538.956055
	Iteration 38Q: 3 clusters Score -1407822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1407824.125000 Penalty: 4538.956055
	Iteration 39Q: 3 clusters Score -1407824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1407827.250000 Penalty: 4538.956055
	Iteration 40F: 3 clusters Score -1407827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1407825.750000 Penalty: 4538.956055
	Iteration 41Q: 3 clusters Score -1407826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1407824.750000 Penalty: 4538.956055
	Iteration 42Q: 3 clusters Score -1407825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1407824.750000 Penalty: 4538.956055
	Iteration 43Q: 3 clusters Score -1407825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1407825.875000 Penalty: 4538.956055
	Iteration 44Q: 3 clusters Score -1407826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1407825.125000 Penalty: 4538.956055
	Iteration 45Q: 3 clusters Score -1407825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1407825.625000 Penalty: 4538.956055
	Iteration 46Q: 3 clusters Score -1407826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1407825.125000 Penalty: 4538.956055
	Iteration 47Q: 3 clusters Score -1407825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1407826.000000 Penalty: 4538.956055
	Iteration 48Q: 3 clusters Score -1407826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1407828.625000 Penalty: 4538.956055
	Iteration 49Q: 3 clusters Score -1407829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1407831.125000 Penalty: 4538.956055
	Iteration 50Q: 3 clusters Score -1407831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1407834.000000 Penalty: 4538.956055
	Iteration 51Q: 3 clusters Score -1407834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1407833.500000 Penalty: 4538.956055
	Iteration 52Q: 3 clusters Score -1407834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1407836.125000 Penalty: 4538.956055
	Iteration 53Q: 3 clusters Score -1407836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1407838.500000 Penalty: 4538.956055
	Iteration 54Q: 3 clusters Score -1407838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1407841.000000 Penalty: 4538.956055
	Iteration 55Q: 3 clusters Score -1407841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1407845.250000 Penalty: 4538.956055
	Iteration 56Q: 3 clusters Score -1407845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1407845.375000 Penalty: 4538.956055
	Iteration 57Q: 3 clusters Score -1407845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1407850.875000 Penalty: 4538.956055
	Iteration 58Q: 3 clusters Score -1407851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1407854.750000 Penalty: 4538.956055
	Iteration 59Q: 3 clusters Score -1407855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1407853.375000 Penalty: 4538.956055
	Iteration 60F: 3 clusters Score -1407853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1407853.125000 Penalty: 4538.956055
	Iteration 61Q: 3 clusters Score -1407853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1407853.000000 Penalty: 4538.956055
	Iteration 62Q: 3 clusters Score -1407853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1407855.750000 Penalty: 4538.956055
	Iteration 63Q: 3 clusters Score -1407856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1407856.125000 Penalty: 4538.956055
	Iteration 64Q: 3 clusters Score -1407856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1407857.125000 Penalty: 4538.956055
	Iteration 65Q: 3 clusters Score -1407857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1407856.250000 Penalty: 4538.956055
	Iteration 66Q: 3 clusters Score -1407856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1407855.000000 Penalty: 4538.956055
	Iteration 67Q: 3 clusters Score -1407855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1407854.250000 Penalty: 4538.956055
	Iteration 68Q: 3 clusters Score -1407854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1407856.375000 Penalty: 4538.956055
	Iteration 69Q: 3 clusters Score -1407856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1407856.375000 Penalty: 4538.956055
	Iteration 70F: 3 clusters Score -1407856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Mstep: Class 62 contains 4764 members 
Entering Unmasked Estep 
Score: -151893920.000000 Penalty: 212414.656250
Splitting cluster 14 changes total score from -151894400.000000 to -151893920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -1027897.875000 Penalty: 2185.548340
	Iteration 0F: 2 clusters Score -1027898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1022460.812500 Penalty: 4371.096680
	Iteration 0F: 3 clusters Score -1022461 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1024046.500000 Penalty: 4371.096680
	Iteration 1F: 3 clusters Score -1024046 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1024453.312500 Penalty: 4371.096680
	Iteration 2F: 3 clusters Score -1024453 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1024849.375000 Penalty: 4371.096680
	Iteration 3F: 3 clusters Score -1024849 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1025247.875000 Penalty: 4371.096680
	Iteration 4F: 3 clusters Score -1025248 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1025587.500000 Penalty: 4371.096680
	Iteration 5F: 3 clusters Score -1025588 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1025858.937500 Penalty: 4371.096680
	Iteration 6Q: 3 clusters Score -1025859 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1026075.812500 Penalty: 4371.096680
	Iteration 7Q: 3 clusters Score -1026076 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1026242.500000 Penalty: 4371.096680
	Iteration 8Q: 3 clusters Score -1026242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1026345.312500 Penalty: 4371.096680
	Iteration 9Q: 3 clusters Score -1026345 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1026436.000000 Penalty: 4371.096680
	Iteration 10Q: 3 clusters Score -1026436 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1026546.875000 Penalty: 4371.096680
	Iteration 11Q: 3 clusters Score -1026547 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1026653.250000 Penalty: 4371.096680
	Iteration 12Q: 3 clusters Score -1026653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1026776.187500 Penalty: 4371.096680
	Iteration 13Q: 3 clusters Score -1026776 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1027001.375000 Penalty: 4371.096680
	Iteration 14Q: 3 clusters Score -1027001 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1027327.937500 Penalty: 4371.096680
	Iteration 15Q: 3 clusters Score -1027328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1027593.312500 Penalty: 4371.096680
	Iteration 16Q: 3 clusters Score -1027593 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1027790.000000 Penalty: 4371.096680
	Iteration 17Q: 3 clusters Score -1027790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1027936.875000 Penalty: 4371.096680
	Iteration 18Q: 3 clusters Score -1027937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1028025.125000 Penalty: 4371.096680
	Iteration 19Q: 3 clusters Score -1028025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1028076.687500 Penalty: 4371.096680
	Iteration 20F: 3 clusters Score -1028077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1028114.562500 Penalty: 4371.096680
	Iteration 21Q: 3 clusters Score -1028115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1028135.875000 Penalty: 4371.096680
	Iteration 22Q: 3 clusters Score -1028136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1028145.625000 Penalty: 4371.096680
	Iteration 23Q: 3 clusters Score -1028146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1028153.625000 Penalty: 4371.096680
	Iteration 24Q: 3 clusters Score -1028154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1028160.812500 Penalty: 4371.096680
	Iteration 25Q: 3 clusters Score -1028161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1028166.000000 Penalty: 4371.096680
	Iteration 26Q: 3 clusters Score -1028166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1028169.500000 Penalty: 4371.096680
	Iteration 27Q: 3 clusters Score -1028170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1028171.625000 Penalty: 4371.096680
	Iteration 28Q: 3 clusters Score -1028172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1028173.437500 Penalty: 4371.096680
	Iteration 29Q: 3 clusters Score -1028173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1028178.062500 Penalty: 4371.096680
	Iteration 30Q: 3 clusters Score -1028178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1028180.687500 Penalty: 4371.096680
	Iteration 31Q: 3 clusters Score -1028181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1028180.375000 Penalty: 4371.096680
	Iteration 32Q: 3 clusters Score -1028180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1028183.500000 Penalty: 4371.096680
	Iteration 33Q: 3 clusters Score -1028184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1028182.562500 Penalty: 4371.096680
	Iteration 34Q: 3 clusters Score -1028183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1028182.625000 Penalty: 4371.096680
	Iteration 35Q: 3 clusters Score -1028183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1028182.625000 Penalty: 4371.096680
	Iteration 36F: 3 clusters Score -1028183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Mstep: Class 62 contains 4081 members 
Entering Unmasked Estep 
Score: -151893984.000000 Penalty: 212414.656250
Splitting cluster 15 changes total score from -151894400.000000 to -151893984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (80735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Entering Unmasked Estep 
Score: -12774227.000000 Penalty: 2802.134033
	Iteration 0F: 2 clusters Score -1.277423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -12720423.000000 Penalty: 5604.268066
	Iteration 0F: 3 clusters Score -1.272042e+07 nChanged 38157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -12742113.000000 Penalty: 5604.268066
	Iteration 1F: 3 clusters Score -1.274211e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -12742701.000000 Penalty: 5604.268066
	Iteration 2Q: 3 clusters Score -1.27427e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -12743373.000000 Penalty: 5604.268066
	Iteration 3Q: 3 clusters Score -1.274337e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -12744378.000000 Penalty: 5604.268066
	Iteration 4Q: 3 clusters Score -1.274438e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -12745426.000000 Penalty: 5604.268066
	Iteration 5Q: 3 clusters Score -1.274543e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -12746815.000000 Penalty: 5604.268066
	Iteration 6Q: 3 clusters Score -1.274682e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -12748874.000000 Penalty: 5604.268066
	Iteration 7Q: 3 clusters Score -1.274887e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -12751590.000000 Penalty: 5604.268066
	Iteration 8F: 3 clusters Score -1.275159e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -12755058.000000 Penalty: 5604.268066
	Iteration 9F: 3 clusters Score -1.275506e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -12758716.000000 Penalty: 5604.268066
	Iteration 10F: 3 clusters Score -1.275872e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 66979 members 
Entering Unmasked Estep 
Score: -12762167.000000 Penalty: 5604.268066
	Iteration 11F: 3 clusters Score -1.276217e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -12764608.000000 Penalty: 5604.268066
	Iteration 12Q: 3 clusters Score -1.276461e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -12766471.000000 Penalty: 5604.268066
	Iteration 13Q: 3 clusters Score -1.276647e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -12767862.000000 Penalty: 5604.268066
	Iteration 14Q: 3 clusters Score -1.276786e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -12768872.000000 Penalty: 5604.268066
	Iteration 15Q: 3 clusters Score -1.276887e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -12769736.000000 Penalty: 5604.268066
	Iteration 16Q: 3 clusters Score -1.276974e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -12770441.000000 Penalty: 5604.268066
	Iteration 17Q: 3 clusters Score -1.277044e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -12770955.000000 Penalty: 5604.268066
	Iteration 18Q: 3 clusters Score -1.277096e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -12771224.000000 Penalty: 5604.268066
	Iteration 19Q: 3 clusters Score -1.277122e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 79632 members 
Entering Unmasked Estep 
Score: -12771452.000000 Penalty: 5604.268066
	Iteration 20F: 3 clusters Score -1.277145e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -12771577.000000 Penalty: 5604.268066
	Iteration 21Q: 3 clusters Score -1.277158e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -12771644.000000 Penalty: 5604.268066
	Iteration 22Q: 3 clusters Score -1.277164e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -12771691.000000 Penalty: 5604.268066
	Iteration 23Q: 3 clusters Score -1.277169e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -12771713.000000 Penalty: 5604.268066
	Iteration 24Q: 3 clusters Score -1.277171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -12771731.000000 Penalty: 5604.268066
	Iteration 25Q: 3 clusters Score -1.277173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -12771753.000000 Penalty: 5604.268066
	Iteration 26Q: 3 clusters Score -1.277175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -12771783.000000 Penalty: 5604.268066
	Iteration 27Q: 3 clusters Score -1.277178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -12771801.000000 Penalty: 5604.268066
	Iteration 28Q: 3 clusters Score -1.27718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -12771801.000000 Penalty: 5604.268066
	Iteration 29Q: 3 clusters Score -1.27718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -12771812.000000 Penalty: 5604.268066
	Iteration 30Q: 3 clusters Score -1.277181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -12771831.000000 Penalty: 5604.268066
	Iteration 31Q: 3 clusters Score -1.277183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -12771836.000000 Penalty: 5604.268066
	Iteration 32Q: 3 clusters Score -1.277184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -12771837.000000 Penalty: 5604.268066
	Iteration 33Q: 3 clusters Score -1.277184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -12771834.000000 Penalty: 5604.268066
	Iteration 34Q: 3 clusters Score -1.277183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -12771838.000000 Penalty: 5604.268066
	Iteration 35Q: 3 clusters Score -1.277184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -12771839.000000 Penalty: 5604.268066
	Iteration 36Q: 3 clusters Score -1.277184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -12771839.000000 Penalty: 5604.268066
	Iteration 37F: 3 clusters Score -1.277184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Entering Unmasked Estep 
Score: -2305588.500000 Penalty: 2375.609863
	Iteration 0F: 2 clusters Score -2305588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2295213.000000 Penalty: 4751.219727
	Iteration 0F: 3 clusters Score -2295213 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2298588.250000 Penalty: 4751.219727
	Iteration 1F: 3 clusters Score -2298588 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2299135.500000 Penalty: 4751.219727
	Iteration 2F: 3 clusters Score -2299136 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2299639.000000 Penalty: 4751.219727
	Iteration 3F: 3 clusters Score -2299639 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2300203.750000 Penalty: 4751.219727
	Iteration 4F: 3 clusters Score -2300204 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2300900.000000 Penalty: 4751.219727
	Iteration 5F: 3 clusters Score -2300900 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2301576.000000 Penalty: 4751.219727
	Iteration 6F: 3 clusters Score -2301576 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2302177.750000 Penalty: 4751.219727
	Iteration 7F: 3 clusters Score -2302178 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2302644.250000 Penalty: 4751.219727
	Iteration 8Q: 3 clusters Score -2302644 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2303038.750000 Penalty: 4751.219727
	Iteration 9Q: 3 clusters Score -2303039 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2303428.500000 Penalty: 4751.219727
	Iteration 10Q: 3 clusters Score -2303428 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2303958.000000 Penalty: 4751.219727
	Iteration 11Q: 3 clusters Score -2303958 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2304519.000000 Penalty: 4751.219727
	Iteration 12Q: 3 clusters Score -2304519 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2304884.250000 Penalty: 4751.219727
	Iteration 13Q: 3 clusters Score -2304884 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2305084.250000 Penalty: 4751.219727
	Iteration 14Q: 3 clusters Score -2305084 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2305186.500000 Penalty: 4751.219727
	Iteration 15Q: 3 clusters Score -2305186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2305241.500000 Penalty: 4751.219727
	Iteration 16Q: 3 clusters Score -2305242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2305259.250000 Penalty: 4751.219727
	Iteration 17Q: 3 clusters Score -2305259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2305273.750000 Penalty: 4751.219727
	Iteration 18Q: 3 clusters Score -2305274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2305286.250000 Penalty: 4751.219727
	Iteration 19Q: 3 clusters Score -2305286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2305289.500000 Penalty: 4751.219727
	Iteration 20F: 3 clusters Score -2305290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2305298.250000 Penalty: 4751.219727
	Iteration 21Q: 3 clusters Score -2305298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2305297.250000 Penalty: 4751.219727
	Iteration 22Q: 3 clusters Score -2305297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2305295.000000 Penalty: 4751.219727
	Iteration 23Q: 3 clusters Score -2305295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2305294.000000 Penalty: 4751.219727
	Iteration 24Q: 3 clusters Score -2305294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2305297.000000 Penalty: 4751.219727
	Iteration 25Q: 3 clusters Score -2305297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2305298.750000 Penalty: 4751.219727
	Iteration 26Q: 3 clusters Score -2305299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2305296.250000 Penalty: 4751.219727
	Iteration 27Q: 3 clusters Score -2305296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2305296.250000 Penalty: 4751.219727
	Iteration 28F: 3 clusters Score -2305296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Entering Unmasked Estep 
Score: -1467422.000000 Penalty: 2265.579590
	Iteration 0F: 2 clusters Score -1467422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1460191.750000 Penalty: 4531.159180
	Iteration 0F: 3 clusters Score -1460192 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1462506.125000 Penalty: 4531.159180
	Iteration 1F: 3 clusters Score -1462506 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1463159.125000 Penalty: 4531.159180
	Iteration 2F: 3 clusters Score -1463159 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1464034.125000 Penalty: 4531.159180
	Iteration 3F: 3 clusters Score -1464034 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1465042.875000 Penalty: 4531.159180
	Iteration 4F: 3 clusters Score -1465043 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1466131.000000 Penalty: 4531.159180
	Iteration 5F: 3 clusters Score -1466131 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1466994.500000 Penalty: 4531.159180
	Iteration 6F: 3 clusters Score -1466994 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1467422.625000 Penalty: 4531.159180
	Iteration 7F: 3 clusters Score -1467423 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1467591.750000 Penalty: 4531.159180
	Iteration 8Q: 3 clusters Score -1467592 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1467669.625000 Penalty: 4531.159180
	Iteration 9Q: 3 clusters Score -1467670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1467698.125000 Penalty: 4531.159180
	Iteration 10Q: 3 clusters Score -1467698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1467714.125000 Penalty: 4531.159180
	Iteration 11Q: 3 clusters Score -1467714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1467728.625000 Penalty: 4531.159180
	Iteration 12Q: 3 clusters Score -1467729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1467735.375000 Penalty: 4531.159180
	Iteration 13Q: 3 clusters Score -1467735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1467737.750000 Penalty: 4531.159180
	Iteration 14Q: 3 clusters Score -1467738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1467743.250000 Penalty: 4531.159180
	Iteration 15Q: 3 clusters Score -1467743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1467743.250000 Penalty: 4531.159180
	Iteration 16Q: 3 clusters Score -1467743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1467748.500000 Penalty: 4531.159180
	Iteration 17Q: 3 clusters Score -1467748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1467752.125000 Penalty: 4531.159180
	Iteration 18Q: 3 clusters Score -1467752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1467751.375000 Penalty: 4531.159180
	Iteration 19Q: 3 clusters Score -1467751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1467756.875000 Penalty: 4531.159180
	Iteration 20F: 3 clusters Score -1467757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1467767.375000 Penalty: 4531.159180
	Iteration 21Q: 3 clusters Score -1467767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1467775.375000 Penalty: 4531.159180
	Iteration 22Q: 3 clusters Score -1467775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1467775.500000 Penalty: 4531.159180
	Iteration 23Q: 3 clusters Score -1467776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1467778.375000 Penalty: 4531.159180
	Iteration 24Q: 3 clusters Score -1467778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1467774.000000 Penalty: 4531.159180
	Iteration 25Q: 3 clusters Score -1467774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1467776.000000 Penalty: 4531.159180
	Iteration 26Q: 3 clusters Score -1467776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1467778.875000 Penalty: 4531.159180
	Iteration 27Q: 3 clusters Score -1467779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1467778.250000 Penalty: 4531.159180
	Iteration 28Q: 3 clusters Score -1467778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1467776.000000 Penalty: 4531.159180
	Iteration 29Q: 3 clusters Score -1467776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1467780.750000 Penalty: 4531.159180
	Iteration 30Q: 3 clusters Score -1467781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1467780.750000 Penalty: 4531.159180
	Iteration 31Q: 3 clusters Score -1467781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1467780.875000 Penalty: 4531.159180
	Iteration 32Q: 3 clusters Score -1467781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1467782.750000 Penalty: 4531.159180
	Iteration 33Q: 3 clusters Score -1467783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1467784.875000 Penalty: 4531.159180
	Iteration 34Q: 3 clusters Score -1467785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1467787.875000 Penalty: 4531.159180
	Iteration 35Q: 3 clusters Score -1467788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1467788.875000 Penalty: 4531.159180
	Iteration 36Q: 3 clusters Score -1467789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1467788.750000 Penalty: 4531.159180
	Iteration 37Q: 3 clusters Score -1467789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1467791.250000 Penalty: 4531.159180
	Iteration 38Q: 3 clusters Score -1467791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1467789.125000 Penalty: 4531.159180
	Iteration 39Q: 3 clusters Score -1467789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1467787.250000 Penalty: 4531.159180
	Iteration 40F: 3 clusters Score -1467787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1467792.125000 Penalty: 4531.159180
	Iteration 41Q: 3 clusters Score -1467792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1467793.000000 Penalty: 4531.159180
	Iteration 42Q: 3 clusters Score -1467793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1467793.750000 Penalty: 4531.159180
	Iteration 43Q: 3 clusters Score -1467794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1467794.500000 Penalty: 4531.159180
	Iteration 44Q: 3 clusters Score -1467794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1467796.750000 Penalty: 4531.159180
	Iteration 45Q: 3 clusters Score -1467797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1467801.125000 Penalty: 4531.159180
	Iteration 46Q: 3 clusters Score -1467801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1467801.750000 Penalty: 4531.159180
	Iteration 47Q: 3 clusters Score -1467802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1467799.875000 Penalty: 4531.159180
	Iteration 48Q: 3 clusters Score -1467800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1467804.875000 Penalty: 4531.159180
	Iteration 49Q: 3 clusters Score -1467805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1467806.625000 Penalty: 4531.159180
	Iteration 50Q: 3 clusters Score -1467807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1467808.000000 Penalty: 4531.159180
	Iteration 51Q: 3 clusters Score -1467808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1467819.500000 Penalty: 4531.159180
	Iteration 52Q: 3 clusters Score -1467820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1467821.375000 Penalty: 4531.159180
	Iteration 53Q: 3 clusters Score -1467821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1467826.000000 Penalty: 4531.159180
	Iteration 54Q: 3 clusters Score -1467826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1467826.250000 Penalty: 4531.159180
	Iteration 55Q: 3 clusters Score -1467826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1467828.000000 Penalty: 4531.159180
	Iteration 56Q: 3 clusters Score -1467828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1467830.625000 Penalty: 4531.159180
	Iteration 57Q: 3 clusters Score -1467831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1467831.500000 Penalty: 4531.159180
	Iteration 58Q: 3 clusters Score -1467832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1467837.500000 Penalty: 4531.159180
	Iteration 59Q: 3 clusters Score -1467838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1467839.750000 Penalty: 4531.159180
	Iteration 60F: 3 clusters Score -1467840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1467841.625000 Penalty: 4531.159180
	Iteration 61Q: 3 clusters Score -1467842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1467843.875000 Penalty: 4531.159180
	Iteration 62Q: 3 clusters Score -1467844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1467846.500000 Penalty: 4531.159180
	Iteration 63Q: 3 clusters Score -1467846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1467844.000000 Penalty: 4531.159180
	Iteration 64Q: 3 clusters Score -1467844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1467842.250000 Penalty: 4531.159180
	Iteration 65Q: 3 clusters Score -1467842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1467844.500000 Penalty: 4531.159180
	Iteration 66Q: 3 clusters Score -1467844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1467845.875000 Penalty: 4531.159180
	Iteration 67Q: 3 clusters Score -1467846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1467851.875000 Penalty: 4531.159180
	Iteration 68Q: 3 clusters Score -1467852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1467850.500000 Penalty: 4531.159180
	Iteration 69Q: 3 clusters Score -1467850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1467850.375000 Penalty: 4531.159180
	Iteration 70Q: 3 clusters Score -1467850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1467851.125000 Penalty: 4531.159180
	Iteration 71Q: 3 clusters Score -1467851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1467850.250000 Penalty: 4531.159180
	Iteration 72Q: 3 clusters Score -1467850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1467851.500000 Penalty: 4531.159180
	Iteration 73Q: 3 clusters Score -1467852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1467858.375000 Penalty: 4531.159180
	Iteration 74Q: 3 clusters Score -1467858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1467859.750000 Penalty: 4531.159180
	Iteration 75Q: 3 clusters Score -1467860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1467859.250000 Penalty: 4531.159180
	Iteration 76Q: 3 clusters Score -1467859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1467860.125000 Penalty: 4531.159180
	Iteration 77Q: 3 clusters Score -1467860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1467857.625000 Penalty: 4531.159180
	Iteration 78Q: 3 clusters Score -1467858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1467862.125000 Penalty: 4531.159180
	Iteration 79Q: 3 clusters Score -1467862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1467860.500000 Penalty: 4531.159180
	Iteration 80F: 3 clusters Score -1467860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1467863.750000 Penalty: 4531.159180
	Iteration 81Q: 3 clusters Score -1467864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1467864.500000 Penalty: 4531.159180
	Iteration 82Q: 3 clusters Score -1467864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1467863.375000 Penalty: 4531.159180
	Iteration 83Q: 3 clusters Score -1467863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1467863.375000 Penalty: 4531.159180
	Iteration 84F: 3 clusters Score -1467863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Mstep: Class 62 contains 4211 members 
Entering Unmasked Estep 
Score: -151893104.000000 Penalty: 212414.656250
Splitting cluster 18 changes total score from -151894400.000000 to -151893104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Entering Unmasked Estep 
Score: -4499266.000000 Penalty: 2556.140381
	Iteration 0F: 2 clusters Score -4499266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4478706.000000 Penalty: 5112.280762
	Iteration 0F: 3 clusters Score -4478706 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4486310.000000 Penalty: 5112.280762
	Iteration 1F: 3 clusters Score -4486310 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4487127.000000 Penalty: 5112.280762
	Iteration 2F: 3 clusters Score -4487127 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -4488014.500000 Penalty: 5112.280762
	Iteration 3F: 3 clusters Score -4488014 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4489009.000000 Penalty: 5112.280762
	Iteration 4F: 3 clusters Score -4489009 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4489943.000000 Penalty: 5112.280762
	Iteration 5F: 3 clusters Score -4489943 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4490859.500000 Penalty: 5112.280762
	Iteration 6F: 3 clusters Score -4490860 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4491898.500000 Penalty: 5112.280762
	Iteration 7F: 3 clusters Score -4491898 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4492954.000000 Penalty: 5112.280762
	Iteration 8F: 3 clusters Score -4492954 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4493966.500000 Penalty: 5112.280762
	Iteration 9Q: 3 clusters Score -4493966 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4494885.500000 Penalty: 5112.280762
	Iteration 10Q: 3 clusters Score -4494886 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4495735.000000 Penalty: 5112.280762
	Iteration 11Q: 3 clusters Score -4495735 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4496276.000000 Penalty: 5112.280762
	Iteration 12Q: 3 clusters Score -4496276 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -4496699.500000 Penalty: 5112.280762
	Iteration 13Q: 3 clusters Score -4496700 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4496977.000000 Penalty: 5112.280762
	Iteration 14Q: 3 clusters Score -4496977 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4497168.000000 Penalty: 5112.280762
	Iteration 15Q: 3 clusters Score -4497168 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4497306.000000 Penalty: 5112.280762
	Iteration 16Q: 3 clusters Score -4497306 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4497396.500000 Penalty: 5112.280762
	Iteration 17Q: 3 clusters Score -4497396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -4497450.500000 Penalty: 5112.280762
	Iteration 18Q: 3 clusters Score -4497450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4497503.000000 Penalty: 5112.280762
	Iteration 19Q: 3 clusters Score -4497503 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4497552.500000 Penalty: 5112.280762
	Iteration 20F: 3 clusters Score -4497552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4497599.500000 Penalty: 5112.280762
	Iteration 21Q: 3 clusters Score -4497600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -4497634.000000 Penalty: 5112.280762
	Iteration 22Q: 3 clusters Score -4497634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4497656.500000 Penalty: 5112.280762
	Iteration 23Q: 3 clusters Score -4497656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4497679.000000 Penalty: 5112.280762
	Iteration 24Q: 3 clusters Score -4497679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4497701.000000 Penalty: 5112.280762
	Iteration 25Q: 3 clusters Score -4497701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4497712.500000 Penalty: 5112.280762
	Iteration 26Q: 3 clusters Score -4497712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4497719.000000 Penalty: 5112.280762
	Iteration 27Q: 3 clusters Score -4497719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -4497727.000000 Penalty: 5112.280762
	Iteration 28Q: 3 clusters Score -4497727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -4497731.500000 Penalty: 5112.280762
	Iteration 29Q: 3 clusters Score -4497732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4497733.500000 Penalty: 5112.280762
	Iteration 30Q: 3 clusters Score -4497734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4497733.000000 Penalty: 5112.280762
	Iteration 31Q: 3 clusters Score -4497733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4497738.000000 Penalty: 5112.280762
	Iteration 32Q: 3 clusters Score -4497738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4497744.500000 Penalty: 5112.280762
	Iteration 33Q: 3 clusters Score -4497744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4497746.500000 Penalty: 5112.280762
	Iteration 34Q: 3 clusters Score -4497746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4497750.000000 Penalty: 5112.280762
	Iteration 35Q: 3 clusters Score -4497750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4497750.000000 Penalty: 5112.280762
	Iteration 36F: 3 clusters Score -4497750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -55336.765625 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -55336.77 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 209 members 
Entering Unmasked Estep 
Score: -53982.390625 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -53982.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54216.867188 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -54216.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54382.937500 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -54382.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54538.871094 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -54538.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -54689.093750 Penalty: 2990.026123
	Iteration 4F: 3 clusters Score -54689.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54814.312500 Penalty: 2990.026123
	Iteration 5F: 3 clusters Score -54814.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54942.597656 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -54942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55126.585938 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -55126.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55273.929688 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -55273.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55513.718750 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -55513.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55798.722656 Penalty: 2990.026123
	Iteration 10Q: 3 clusters Score -55798.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55846.050781 Penalty: 2990.026123
	Iteration 11Q: 3 clusters Score -55846.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55879.457031 Penalty: 2990.026123
	Iteration 12Q: 3 clusters Score -55879.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55879.457031 Penalty: 2990.026123
	Iteration 13F: 3 clusters Score -55879.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 255 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Mstep: Class 62 contains 160 members 
Entering Unmasked Estep 
Score: -151892992.000000 Penalty: 212414.656250
Splitting cluster 20 changes total score from -151894400.000000 to -151892992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -1248484.000000 Penalty: 2234.312500
	Iteration 0F: 2 clusters Score -1248484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1242009.750000 Penalty: 4468.625000
	Iteration 0F: 3 clusters Score -1242010 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1243992.750000 Penalty: 4468.625000
	Iteration 1F: 3 clusters Score -1243993 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1244686.375000 Penalty: 4468.625000
	Iteration 2F: 3 clusters Score -1244686 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1245391.500000 Penalty: 4468.625000
	Iteration 3F: 3 clusters Score -1245392 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1245943.375000 Penalty: 4468.625000
	Iteration 4F: 3 clusters Score -1245943 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1246369.750000 Penalty: 4468.625000
	Iteration 5F: 3 clusters Score -1246370 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1246700.125000 Penalty: 4468.625000
	Iteration 6F: 3 clusters Score -1246700 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1246909.500000 Penalty: 4468.625000
	Iteration 7Q: 3 clusters Score -1246910 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1247041.250000 Penalty: 4468.625000
	Iteration 8Q: 3 clusters Score -1247041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1247121.125000 Penalty: 4468.625000
	Iteration 9Q: 3 clusters Score -1247121 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1247166.875000 Penalty: 4468.625000
	Iteration 10Q: 3 clusters Score -1247167 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1247203.250000 Penalty: 4468.625000
	Iteration 11Q: 3 clusters Score -1247203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1247241.875000 Penalty: 4468.625000
	Iteration 12Q: 3 clusters Score -1247242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1247260.375000 Penalty: 4468.625000
	Iteration 13Q: 3 clusters Score -1247260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1247273.250000 Penalty: 4468.625000
	Iteration 14Q: 3 clusters Score -1247273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1247283.250000 Penalty: 4468.625000
	Iteration 15Q: 3 clusters Score -1247283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1247286.125000 Penalty: 4468.625000
	Iteration 16Q: 3 clusters Score -1247286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1247290.625000 Penalty: 4468.625000
	Iteration 17Q: 3 clusters Score -1247291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1247295.250000 Penalty: 4468.625000
	Iteration 18Q: 3 clusters Score -1247295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1247297.375000 Penalty: 4468.625000
	Iteration 19Q: 3 clusters Score -1247297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1247300.250000 Penalty: 4468.625000
	Iteration 20F: 3 clusters Score -1247300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1247303.250000 Penalty: 4468.625000
	Iteration 21Q: 3 clusters Score -1247303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1247308.750000 Penalty: 4468.625000
	Iteration 22Q: 3 clusters Score -1247309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1247309.375000 Penalty: 4468.625000
	Iteration 23Q: 3 clusters Score -1247309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1247313.500000 Penalty: 4468.625000
	Iteration 24Q: 3 clusters Score -1247314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1247312.375000 Penalty: 4468.625000
	Iteration 25Q: 3 clusters Score -1247312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1247317.500000 Penalty: 4468.625000
	Iteration 26Q: 3 clusters Score -1247318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1247319.875000 Penalty: 4468.625000
	Iteration 27Q: 3 clusters Score -1247320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1247320.875000 Penalty: 4468.625000
	Iteration 28Q: 3 clusters Score -1247321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1247323.375000 Penalty: 4468.625000
	Iteration 29Q: 3 clusters Score -1247323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1247325.000000 Penalty: 4468.625000
	Iteration 30Q: 3 clusters Score -1247325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1247327.000000 Penalty: 4468.625000
	Iteration 31Q: 3 clusters Score -1247327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1247327.250000 Penalty: 4468.625000
	Iteration 32Q: 3 clusters Score -1247327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1247325.750000 Penalty: 4468.625000
	Iteration 33Q: 3 clusters Score -1247326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1247327.500000 Penalty: 4468.625000
	Iteration 34Q: 3 clusters Score -1247328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1247327.750000 Penalty: 4468.625000
	Iteration 35Q: 3 clusters Score -1247328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1247329.625000 Penalty: 4468.625000
	Iteration 36Q: 3 clusters Score -1247330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1247328.750000 Penalty: 4468.625000
	Iteration 37Q: 3 clusters Score -1247329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1247330.250000 Penalty: 4468.625000
	Iteration 38Q: 3 clusters Score -1247330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1247330.625000 Penalty: 4468.625000
	Iteration 39Q: 3 clusters Score -1247331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1247330.625000 Penalty: 4468.625000
	Iteration 40F: 3 clusters Score -1247331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Entering Unmasked Estep 
Score: -2424244.500000 Penalty: 2411.508057
	Iteration 0F: 2 clusters Score -2424244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2412340.500000 Penalty: 4823.016113
	Iteration 0F: 3 clusters Score -2412340 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2416695.500000 Penalty: 4823.016113
	Iteration 1F: 3 clusters Score -2416696 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2417358.250000 Penalty: 4823.016113
	Iteration 2F: 3 clusters Score -2417358 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2417994.000000 Penalty: 4823.016113
	Iteration 3F: 3 clusters Score -2417994 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2418604.250000 Penalty: 4823.016113
	Iteration 4F: 3 clusters Score -2418604 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2419235.750000 Penalty: 4823.016113
	Iteration 5F: 3 clusters Score -2419236 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2419846.750000 Penalty: 4823.016113
	Iteration 6F: 3 clusters Score -2419847 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2420351.750000 Penalty: 4823.016113
	Iteration 7Q: 3 clusters Score -2420352 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2420774.750000 Penalty: 4823.016113
	Iteration 8Q: 3 clusters Score -2420775 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2421072.750000 Penalty: 4823.016113
	Iteration 9Q: 3 clusters Score -2421073 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2421291.000000 Penalty: 4823.016113
	Iteration 10Q: 3 clusters Score -2421291 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2421476.250000 Penalty: 4823.016113
	Iteration 11Q: 3 clusters Score -2421476 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2421618.250000 Penalty: 4823.016113
	Iteration 12Q: 3 clusters Score -2421618 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2421749.750000 Penalty: 4823.016113
	Iteration 13Q: 3 clusters Score -2421750 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2421853.500000 Penalty: 4823.016113
	Iteration 14Q: 3 clusters Score -2421854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2421926.750000 Penalty: 4823.016113
	Iteration 15Q: 3 clusters Score -2421927 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2421976.250000 Penalty: 4823.016113
	Iteration 16Q: 3 clusters Score -2421976 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2422017.500000 Penalty: 4823.016113
	Iteration 17Q: 3 clusters Score -2422018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2422058.500000 Penalty: 4823.016113
	Iteration 18Q: 3 clusters Score -2422058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2422089.750000 Penalty: 4823.016113
	Iteration 19Q: 3 clusters Score -2422090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2422116.750000 Penalty: 4823.016113
	Iteration 20F: 3 clusters Score -2422117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2422147.250000 Penalty: 4823.016113
	Iteration 21Q: 3 clusters Score -2422147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2422176.000000 Penalty: 4823.016113
	Iteration 22Q: 3 clusters Score -2422176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2422205.250000 Penalty: 4823.016113
	Iteration 23Q: 3 clusters Score -2422205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2422220.500000 Penalty: 4823.016113
	Iteration 24Q: 3 clusters Score -2422220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2422238.750000 Penalty: 4823.016113
	Iteration 25Q: 3 clusters Score -2422239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2422254.750000 Penalty: 4823.016113
	Iteration 26Q: 3 clusters Score -2422255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2422262.750000 Penalty: 4823.016113
	Iteration 27Q: 3 clusters Score -2422263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2422284.750000 Penalty: 4823.016113
	Iteration 28Q: 3 clusters Score -2422285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2422321.500000 Penalty: 4823.016113
	Iteration 29Q: 3 clusters Score -2422322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2422350.000000 Penalty: 4823.016113
	Iteration 30Q: 3 clusters Score -2422350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2422396.750000 Penalty: 4823.016113
	Iteration 31Q: 3 clusters Score -2422397 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2422422.750000 Penalty: 4823.016113
	Iteration 32Q: 3 clusters Score -2422423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2422459.250000 Penalty: 4823.016113
	Iteration 33Q: 3 clusters Score -2422459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2422484.500000 Penalty: 4823.016113
	Iteration 34Q: 3 clusters Score -2422484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2422502.750000 Penalty: 4823.016113
	Iteration 35Q: 3 clusters Score -2422503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2422517.250000 Penalty: 4823.016113
	Iteration 36Q: 3 clusters Score -2422517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2422522.500000 Penalty: 4823.016113
	Iteration 37Q: 3 clusters Score -2422522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2422535.250000 Penalty: 4823.016113
	Iteration 38Q: 3 clusters Score -2422535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2422541.750000 Penalty: 4823.016113
	Iteration 39Q: 3 clusters Score -2422542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2422545.000000 Penalty: 4823.016113
	Iteration 40F: 3 clusters Score -2422545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2422556.000000 Penalty: 4823.016113
	Iteration 41Q: 3 clusters Score -2422556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2422560.000000 Penalty: 4823.016113
	Iteration 42Q: 3 clusters Score -2422560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2422568.750000 Penalty: 4823.016113
	Iteration 43Q: 3 clusters Score -2422569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2422569.000000 Penalty: 4823.016113
	Iteration 44Q: 3 clusters Score -2422569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2422571.750000 Penalty: 4823.016113
	Iteration 45Q: 3 clusters Score -2422572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2422573.750000 Penalty: 4823.016113
	Iteration 46Q: 3 clusters Score -2422574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2422576.500000 Penalty: 4823.016113
	Iteration 47Q: 3 clusters Score -2422576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2422580.750000 Penalty: 4823.016113
	Iteration 48Q: 3 clusters Score -2422581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2422580.000000 Penalty: 4823.016113
	Iteration 49Q: 3 clusters Score -2422580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2422582.250000 Penalty: 4823.016113
	Iteration 50Q: 3 clusters Score -2422582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2422581.750000 Penalty: 4823.016113
	Iteration 51Q: 3 clusters Score -2422582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2422580.250000 Penalty: 4823.016113
	Iteration 52Q: 3 clusters Score -2422580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2422583.250000 Penalty: 4823.016113
	Iteration 53Q: 3 clusters Score -2422583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2422586.500000 Penalty: 4823.016113
	Iteration 54Q: 3 clusters Score -2422586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2422585.250000 Penalty: 4823.016113
	Iteration 55Q: 3 clusters Score -2422585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2422584.250000 Penalty: 4823.016113
	Iteration 56Q: 3 clusters Score -2422584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2422587.250000 Penalty: 4823.016113
	Iteration 57Q: 3 clusters Score -2422587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2422586.000000 Penalty: 4823.016113
	Iteration 58Q: 3 clusters Score -2422586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2422589.000000 Penalty: 4823.016113
	Iteration 59Q: 3 clusters Score -2422589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2422587.250000 Penalty: 4823.016113
	Iteration 60F: 3 clusters Score -2422587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2422586.500000 Penalty: 4823.016113
	Iteration 61Q: 3 clusters Score -2422586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2422586.500000 Penalty: 4823.016113
	Iteration 62F: 3 clusters Score -2422586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -344770.343750 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -344770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -341969.593750 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -341969.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -342653.656250 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -342653.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -342991.687500 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -342991.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -343313.843750 Penalty: 3838.506104
	Iteration 3F: 3 clusters Score -343313.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -343587.250000 Penalty: 3838.506104
	Iteration 4F: 3 clusters Score -343587.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -343839.812500 Penalty: 3838.506104
	Iteration 5F: 3 clusters Score -343839.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -344008.312500 Penalty: 3838.506104
	Iteration 6F: 3 clusters Score -344008.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -344066.468750 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -344066.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -344092.531250 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -344092.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -344109.031250 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -344109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -344120.406250 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -344120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -344130.312500 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -344130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -344133.718750 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -344133.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344142.031250 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -344142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -344145.000000 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -344145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344147.687500 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -344147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -344149.531250 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -344149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -344150.093750 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -344150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -344151.031250 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -344151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -344152.781250 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -344152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -344157.468750 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -344157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -344159.250000 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -344159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -344160.250000 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -344160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -344161.750000 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -344161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -344162.437500 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -344162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -344163.156250 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -344163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -344163.156250 Penalty: 3838.506104
	Iteration 26F: 3 clusters Score -344163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47626.640625 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47626.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46311.917969 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46311.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46465.628906 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46465.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46558.320312 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -46558.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46605.191406 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46605.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46619.140625 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -46619.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46619.140625 Penalty: 2870.301025
	Iteration 5F: 3 clusters Score -46619.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (95243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Entering Unmasked Estep 
Score: -15275685.000000 Penalty: 2843.118408
	Iteration 0F: 2 clusters Score -1.527568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -15218490.000000 Penalty: 5686.236816
	Iteration 0F: 3 clusters Score -1.521849e+07 nChanged 44956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -15243642.000000 Penalty: 5686.236816
	Iteration 1F: 3 clusters Score -1.524364e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -15244369.000000 Penalty: 5686.236816
	Iteration 2Q: 3 clusters Score -1.524437e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -15245174.000000 Penalty: 5686.236816
	Iteration 3Q: 3 clusters Score -1.524517e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -15246044.000000 Penalty: 5686.236816
	Iteration 4Q: 3 clusters Score -1.524604e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -15247101.000000 Penalty: 5686.236816
	Iteration 5Q: 3 clusters Score -1.52471e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -15248444.000000 Penalty: 5686.236816
	Iteration 6Q: 3 clusters Score -1.524844e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -15250273.000000 Penalty: 5686.236816
	Iteration 7Q: 3 clusters Score -1.525027e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -15252596.000000 Penalty: 5686.236816
	Iteration 8Q: 3 clusters Score -1.52526e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -15255416.000000 Penalty: 5686.236816
	Iteration 9F: 3 clusters Score -1.525542e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -15258251.000000 Penalty: 5686.236816
	Iteration 10F: 3 clusters Score -1.525825e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -15261132.000000 Penalty: 5686.236816
	Iteration 11F: 3 clusters Score -1.526113e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -15263312.000000 Penalty: 5686.236816
	Iteration 12Q: 3 clusters Score -1.526331e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -15264559.000000 Penalty: 5686.236816
	Iteration 13Q: 3 clusters Score -1.526456e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -15265150.000000 Penalty: 5686.236816
	Iteration 14Q: 3 clusters Score -1.526515e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -15265548.000000 Penalty: 5686.236816
	Iteration 15Q: 3 clusters Score -1.526555e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -15265666.000000 Penalty: 5686.236816
	Iteration 16Q: 3 clusters Score -1.526567e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -15265828.000000 Penalty: 5686.236816
	Iteration 17Q: 3 clusters Score -1.526583e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -15265897.000000 Penalty: 5686.236816
	Iteration 18Q: 3 clusters Score -1.52659e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -15265958.000000 Penalty: 5686.236816
	Iteration 19Q: 3 clusters Score -1.526596e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -15266042.000000 Penalty: 5686.236816
	Iteration 20F: 3 clusters Score -1.526604e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -15266094.000000 Penalty: 5686.236816
	Iteration 21Q: 3 clusters Score -1.526609e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -15266129.000000 Penalty: 5686.236816
	Iteration 22Q: 3 clusters Score -1.526613e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -15266213.000000 Penalty: 5686.236816
	Iteration 23Q: 3 clusters Score -1.526621e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -15266268.000000 Penalty: 5686.236816
	Iteration 24Q: 3 clusters Score -1.526627e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -15266348.000000 Penalty: 5686.236816
	Iteration 25Q: 3 clusters Score -1.526635e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -15266438.000000 Penalty: 5686.236816
	Iteration 26Q: 3 clusters Score -1.526644e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -15266500.000000 Penalty: 5686.236816
	Iteration 27Q: 3 clusters Score -1.52665e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -15266554.000000 Penalty: 5686.236816
	Iteration 28Q: 3 clusters Score -1.526655e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -15266569.000000 Penalty: 5686.236816
	Iteration 29Q: 3 clusters Score -1.526657e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -15266605.000000 Penalty: 5686.236816
	Iteration 30Q: 3 clusters Score -1.52666e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -15266648.000000 Penalty: 5686.236816
	Iteration 31Q: 3 clusters Score -1.526665e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -15266685.000000 Penalty: 5686.236816
	Iteration 32Q: 3 clusters Score -1.526668e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -15266716.000000 Penalty: 5686.236816
	Iteration 33Q: 3 clusters Score -1.526672e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -15266751.000000 Penalty: 5686.236816
	Iteration 34Q: 3 clusters Score -1.526675e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -15266777.000000 Penalty: 5686.236816
	Iteration 35Q: 3 clusters Score -1.526678e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -15266817.000000 Penalty: 5686.236816
	Iteration 36Q: 3 clusters Score -1.526682e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -15266856.000000 Penalty: 5686.236816
	Iteration 37Q: 3 clusters Score -1.526686e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -15266959.000000 Penalty: 5686.236816
	Iteration 38Q: 3 clusters Score -1.526696e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -15267019.000000 Penalty: 5686.236816
	Iteration 39Q: 3 clusters Score -1.526702e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -15267086.000000 Penalty: 5686.236816
	Iteration 40F: 3 clusters Score -1.526709e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -15267169.000000 Penalty: 5686.236816
	Iteration 41Q: 3 clusters Score -1.526717e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -15267338.000000 Penalty: 5686.236816
	Iteration 42Q: 3 clusters Score -1.526734e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -15267426.000000 Penalty: 5686.236816
	Iteration 43Q: 3 clusters Score -1.526743e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -15267552.000000 Penalty: 5686.236816
	Iteration 44Q: 3 clusters Score -1.526755e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -15267822.000000 Penalty: 5686.236816
	Iteration 45Q: 3 clusters Score -1.526782e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -15268025.000000 Penalty: 5686.236816
	Iteration 46Q: 3 clusters Score -1.526802e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -15268116.000000 Penalty: 5686.236816
	Iteration 47Q: 3 clusters Score -1.526812e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -15268296.000000 Penalty: 5686.236816
	Iteration 48Q: 3 clusters Score -1.52683e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -15268570.000000 Penalty: 5686.236816
	Iteration 49Q: 3 clusters Score -1.526857e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -15268842.000000 Penalty: 5686.236816
	Iteration 50Q: 3 clusters Score -1.526884e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -15269086.000000 Penalty: 5686.236816
	Iteration 51Q: 3 clusters Score -1.526909e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -15269394.000000 Penalty: 5686.236816
	Iteration 52Q: 3 clusters Score -1.526939e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -15269742.000000 Penalty: 5686.236816
	Iteration 53Q: 3 clusters Score -1.526974e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -15270127.000000 Penalty: 5686.236816
	Iteration 54Q: 3 clusters Score -1.527013e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -15270463.000000 Penalty: 5686.236816
	Iteration 55Q: 3 clusters Score -1.527046e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -15270853.000000 Penalty: 5686.236816
	Iteration 56Q: 3 clusters Score -1.527085e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -15271256.000000 Penalty: 5686.236816
	Iteration 57Q: 3 clusters Score -1.527126e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -15271696.000000 Penalty: 5686.236816
	Iteration 58Q: 3 clusters Score -1.52717e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -15272074.000000 Penalty: 5686.236816
	Iteration 59Q: 3 clusters Score -1.527207e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -15272393.000000 Penalty: 5686.236816
	Iteration 60F: 3 clusters Score -1.527239e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -15272613.000000 Penalty: 5686.236816
	Iteration 61Q: 3 clusters Score -1.527261e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -15272861.000000 Penalty: 5686.236816
	Iteration 62Q: 3 clusters Score -1.527286e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -15272992.000000 Penalty: 5686.236816
	Iteration 63Q: 3 clusters Score -1.527299e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -15273112.000000 Penalty: 5686.236816
	Iteration 64Q: 3 clusters Score -1.527311e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -15273294.000000 Penalty: 5686.236816
	Iteration 65Q: 3 clusters Score -1.527329e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -15273386.000000 Penalty: 5686.236816
	Iteration 66Q: 3 clusters Score -1.527339e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -15273550.000000 Penalty: 5686.236816
	Iteration 67Q: 3 clusters Score -1.527355e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -15273712.000000 Penalty: 5686.236816
	Iteration 68Q: 3 clusters Score -1.527371e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -15273757.000000 Penalty: 5686.236816
	Iteration 69Q: 3 clusters Score -1.527376e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -15273778.000000 Penalty: 5686.236816
	Iteration 70Q: 3 clusters Score -1.527378e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -15273823.000000 Penalty: 5686.236816
	Iteration 71Q: 3 clusters Score -1.527382e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -15273851.000000 Penalty: 5686.236816
	Iteration 72Q: 3 clusters Score -1.527385e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87756 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -15273865.000000 Penalty: 5686.236816
	Iteration 73Q: 3 clusters Score -1.527386e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -15273948.000000 Penalty: 5686.236816
	Iteration 74Q: 3 clusters Score -1.527395e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -15273964.000000 Penalty: 5686.236816
	Iteration 75Q: 3 clusters Score -1.527396e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -15273934.000000 Penalty: 5686.236816
	Iteration 76Q: 3 clusters Score -1.527393e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -15273953.000000 Penalty: 5686.236816
	Iteration 77Q: 3 clusters Score -1.527395e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89164 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -15273920.000000 Penalty: 5686.236816
	Iteration 78Q: 3 clusters Score -1.527392e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -15273916.000000 Penalty: 5686.236816
	Iteration 79Q: 3 clusters Score -1.527392e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89593 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -15273874.000000 Penalty: 5686.236816
	Iteration 80F: 3 clusters Score -1.527387e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -15273903.000000 Penalty: 5686.236816
	Iteration 81Q: 3 clusters Score -1.52739e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -15273919.000000 Penalty: 5686.236816
	Iteration 82Q: 3 clusters Score -1.527392e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -15273908.000000 Penalty: 5686.236816
	Iteration 83Q: 3 clusters Score -1.527391e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -15273946.000000 Penalty: 5686.236816
	Iteration 84Q: 3 clusters Score -1.527395e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -15273965.000000 Penalty: 5686.236816
	Iteration 85Q: 3 clusters Score -1.527396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -15273978.000000 Penalty: 5686.236816
	Iteration 86Q: 3 clusters Score -1.527398e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -15273954.000000 Penalty: 5686.236816
	Iteration 87Q: 3 clusters Score -1.527395e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -15273945.000000 Penalty: 5686.236816
	Iteration 88Q: 3 clusters Score -1.527394e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -15273941.000000 Penalty: 5686.236816
	Iteration 89Q: 3 clusters Score -1.527394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -15273942.000000 Penalty: 5686.236816
	Iteration 90Q: 3 clusters Score -1.527394e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -15273929.000000 Penalty: 5686.236816
	Iteration 91Q: 3 clusters Score -1.527393e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91117 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -15273941.000000 Penalty: 5686.236816
	Iteration 92Q: 3 clusters Score -1.527394e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -15273975.000000 Penalty: 5686.236816
	Iteration 93Q: 3 clusters Score -1.527398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -15274004.000000 Penalty: 5686.236816
	Iteration 94Q: 3 clusters Score -1.5274e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -15273999.000000 Penalty: 5686.236816
	Iteration 95Q: 3 clusters Score -1.5274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -15273994.000000 Penalty: 5686.236816
	Iteration 96Q: 3 clusters Score -1.527399e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15273995.000000 Penalty: 5686.236816
	Iteration 97Q: 3 clusters Score -1.5274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -15274009.000000 Penalty: 5686.236816
	Iteration 98Q: 3 clusters Score -1.527401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -15273976.000000 Penalty: 5686.236816
	Iteration 99Q: 3 clusters Score -1.527398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -15273957.000000 Penalty: 5686.236816
	Iteration 100F: 3 clusters Score -1.527396e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -15273947.000000 Penalty: 5686.236816
	Iteration 101Q: 3 clusters Score -1.527395e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -15273956.000000 Penalty: 5686.236816
	Iteration 102Q: 3 clusters Score -1.527396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -15273959.000000 Penalty: 5686.236816
	Iteration 103Q: 3 clusters Score -1.527396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -15273963.000000 Penalty: 5686.236816
	Iteration 104Q: 3 clusters Score -1.527396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -15273979.000000 Penalty: 5686.236816
	Iteration 105Q: 3 clusters Score -1.527398e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -15273991.000000 Penalty: 5686.236816
	Iteration 106Q: 3 clusters Score -1.527399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -15274011.000000 Penalty: 5686.236816
	Iteration 107Q: 3 clusters Score -1.527401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -15274011.000000 Penalty: 5686.236816
	Iteration 108Q: 3 clusters Score -1.527401e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -15274020.000000 Penalty: 5686.236816
	Iteration 109Q: 3 clusters Score -1.527402e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -15274019.000000 Penalty: 5686.236816
	Iteration 110Q: 3 clusters Score -1.527402e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -15274022.000000 Penalty: 5686.236816
	Iteration 111Q: 3 clusters Score -1.527402e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -15274028.000000 Penalty: 5686.236816
	Iteration 112Q: 3 clusters Score -1.527403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -15274028.000000 Penalty: 5686.236816
	Iteration 113Q: 3 clusters Score -1.527403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -15274037.000000 Penalty: 5686.236816
	Iteration 114Q: 3 clusters Score -1.527404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -15274031.000000 Penalty: 5686.236816
	Iteration 115Q: 3 clusters Score -1.527403e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -15274074.000000 Penalty: 5686.236816
	Iteration 116Q: 3 clusters Score -1.527407e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -15274068.000000 Penalty: 5686.236816
	Iteration 117Q: 3 clusters Score -1.527407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -15274081.000000 Penalty: 5686.236816
	Iteration 118Q: 3 clusters Score -1.527408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -15274083.000000 Penalty: 5686.236816
	Iteration 119Q: 3 clusters Score -1.527408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -15274092.000000 Penalty: 5686.236816
	Iteration 120F: 3 clusters Score -1.527409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15274084.000000 Penalty: 5686.236816
	Iteration 121Q: 3 clusters Score -1.527408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15274094.000000 Penalty: 5686.236816
	Iteration 122Q: 3 clusters Score -1.527409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -15274100.000000 Penalty: 5686.236816
	Iteration 123Q: 3 clusters Score -1.52741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92467 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -15274121.000000 Penalty: 5686.236816
	Iteration 124Q: 3 clusters Score -1.527412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -15274115.000000 Penalty: 5686.236816
	Iteration 125Q: 3 clusters Score -1.527412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -15274100.000000 Penalty: 5686.236816
	Iteration 126Q: 3 clusters Score -1.52741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -15274097.000000 Penalty: 5686.236816
	Iteration 127Q: 3 clusters Score -1.52741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -15274095.000000 Penalty: 5686.236816
	Iteration 128Q: 3 clusters Score -1.52741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -15274091.000000 Penalty: 5686.236816
	Iteration 129Q: 3 clusters Score -1.527409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -15274077.000000 Penalty: 5686.236816
	Iteration 130Q: 3 clusters Score -1.527408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -15274096.000000 Penalty: 5686.236816
	Iteration 131Q: 3 clusters Score -1.52741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -15274085.000000 Penalty: 5686.236816
	Iteration 132Q: 3 clusters Score -1.527408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -15274091.000000 Penalty: 5686.236816
	Iteration 133Q: 3 clusters Score -1.527409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -15274096.000000 Penalty: 5686.236816
	Iteration 134Q: 3 clusters Score -1.52741e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -15274103.000000 Penalty: 5686.236816
	Iteration 135Q: 3 clusters Score -1.52741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -15274080.000000 Penalty: 5686.236816
	Iteration 136Q: 3 clusters Score -1.527408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -15274094.000000 Penalty: 5686.236816
	Iteration 137Q: 3 clusters Score -1.527409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -15274091.000000 Penalty: 5686.236816
	Iteration 138Q: 3 clusters Score -1.527409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -15274097.000000 Penalty: 5686.236816
	Iteration 139Q: 3 clusters Score -1.52741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -15274084.000000 Penalty: 5686.236816
	Iteration 140F: 3 clusters Score -1.527408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -15274085.000000 Penalty: 5686.236816
	Iteration 141Q: 3 clusters Score -1.527408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -15274092.000000 Penalty: 5686.236816
	Iteration 142Q: 3 clusters Score -1.527409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -15274097.000000 Penalty: 5686.236816
	Iteration 143Q: 3 clusters Score -1.52741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -15274107.000000 Penalty: 5686.236816
	Iteration 144Q: 3 clusters Score -1.527411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15274109.000000 Penalty: 5686.236816
	Iteration 145Q: 3 clusters Score -1.527411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -15274119.000000 Penalty: 5686.236816
	Iteration 146Q: 3 clusters Score -1.527412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -15274118.000000 Penalty: 5686.236816
	Iteration 147Q: 3 clusters Score -1.527412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -15274128.000000 Penalty: 5686.236816
	Iteration 148Q: 3 clusters Score -1.527413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15274122.000000 Penalty: 5686.236816
	Iteration 149Q: 3 clusters Score -1.527412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -15274103.000000 Penalty: 5686.236816
	Iteration 150Q: 3 clusters Score -1.52741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -15274109.000000 Penalty: 5686.236816
	Iteration 151Q: 3 clusters Score -1.527411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -15274096.000000 Penalty: 5686.236816
	Iteration 152Q: 3 clusters Score -1.52741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -15274091.000000 Penalty: 5686.236816
	Iteration 153Q: 3 clusters Score -1.527409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -15274107.000000 Penalty: 5686.236816
	Iteration 154Q: 3 clusters Score -1.527411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -15274113.000000 Penalty: 5686.236816
	Iteration 155Q: 3 clusters Score -1.527411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -15274128.000000 Penalty: 5686.236816
	Iteration 156Q: 3 clusters Score -1.527413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15274137.000000 Penalty: 5686.236816
	Iteration 157Q: 3 clusters Score -1.527414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15274132.000000 Penalty: 5686.236816
	Iteration 158Q: 3 clusters Score -1.527413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -15274125.000000 Penalty: 5686.236816
	Iteration 159Q: 3 clusters Score -1.527412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -15274125.000000 Penalty: 5686.236816
	Iteration 160F: 3 clusters Score -1.527412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Entering Unmasked Estep 
Score: -2198474.250000 Penalty: 2365.849609
	Iteration 0F: 2 clusters Score -2198474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2188395.250000 Penalty: 4731.699219
	Iteration 0F: 3 clusters Score -2188395 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2191570.250000 Penalty: 4731.699219
	Iteration 1F: 3 clusters Score -2191570 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2191980.000000 Penalty: 4731.699219
	Iteration 2F: 3 clusters Score -2191980 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2192374.250000 Penalty: 4731.699219
	Iteration 3F: 3 clusters Score -2192374 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2192790.500000 Penalty: 4731.699219
	Iteration 4F: 3 clusters Score -2192790 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2193182.500000 Penalty: 4731.699219
	Iteration 5Q: 3 clusters Score -2193182 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2193559.000000 Penalty: 4731.699219
	Iteration 6Q: 3 clusters Score -2193559 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2193921.500000 Penalty: 4731.699219
	Iteration 7Q: 3 clusters Score -2193922 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2194245.000000 Penalty: 4731.699219
	Iteration 8Q: 3 clusters Score -2194245 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2194578.500000 Penalty: 4731.699219
	Iteration 9Q: 3 clusters Score -2194578 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2194937.750000 Penalty: 4731.699219
	Iteration 10Q: 3 clusters Score -2194938 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2195295.750000 Penalty: 4731.699219
	Iteration 11Q: 3 clusters Score -2195296 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2195605.250000 Penalty: 4731.699219
	Iteration 12Q: 3 clusters Score -2195605 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2195865.500000 Penalty: 4731.699219
	Iteration 13Q: 3 clusters Score -2195866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2196047.750000 Penalty: 4731.699219
	Iteration 14Q: 3 clusters Score -2196048 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2196182.750000 Penalty: 4731.699219
	Iteration 15Q: 3 clusters Score -2196183 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2196306.500000 Penalty: 4731.699219
	Iteration 16Q: 3 clusters Score -2196306 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2196426.500000 Penalty: 4731.699219
	Iteration 17Q: 3 clusters Score -2196426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2196513.500000 Penalty: 4731.699219
	Iteration 18Q: 3 clusters Score -2196514 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2196592.000000 Penalty: 4731.699219
	Iteration 19Q: 3 clusters Score -2196592 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2196632.500000 Penalty: 4731.699219
	Iteration 20F: 3 clusters Score -2196632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2196687.500000 Penalty: 4731.699219
	Iteration 21Q: 3 clusters Score -2196688 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2196735.750000 Penalty: 4731.699219
	Iteration 22Q: 3 clusters Score -2196736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2196787.250000 Penalty: 4731.699219
	Iteration 23Q: 3 clusters Score -2196787 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2196830.000000 Penalty: 4731.699219
	Iteration 24Q: 3 clusters Score -2196830 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2196871.500000 Penalty: 4731.699219
	Iteration 25Q: 3 clusters Score -2196872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2196912.500000 Penalty: 4731.699219
	Iteration 26Q: 3 clusters Score -2196912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2196948.000000 Penalty: 4731.699219
	Iteration 27Q: 3 clusters Score -2196948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2196980.750000 Penalty: 4731.699219
	Iteration 28Q: 3 clusters Score -2196981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2197004.000000 Penalty: 4731.699219
	Iteration 29Q: 3 clusters Score -2197004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2197043.000000 Penalty: 4731.699219
	Iteration 30Q: 3 clusters Score -2197043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2197068.750000 Penalty: 4731.699219
	Iteration 31Q: 3 clusters Score -2197069 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2197088.500000 Penalty: 4731.699219
	Iteration 32Q: 3 clusters Score -2197088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2197103.000000 Penalty: 4731.699219
	Iteration 33Q: 3 clusters Score -2197103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2197108.750000 Penalty: 4731.699219
	Iteration 34Q: 3 clusters Score -2197109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2197121.500000 Penalty: 4731.699219
	Iteration 35Q: 3 clusters Score -2197122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2197132.500000 Penalty: 4731.699219
	Iteration 36Q: 3 clusters Score -2197132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2197149.750000 Penalty: 4731.699219
	Iteration 37Q: 3 clusters Score -2197150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2197155.250000 Penalty: 4731.699219
	Iteration 38Q: 3 clusters Score -2197155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2197161.250000 Penalty: 4731.699219
	Iteration 39Q: 3 clusters Score -2197161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2197178.000000 Penalty: 4731.699219
	Iteration 40F: 3 clusters Score -2197178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2197188.250000 Penalty: 4731.699219
	Iteration 41Q: 3 clusters Score -2197188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2197196.500000 Penalty: 4731.699219
	Iteration 42Q: 3 clusters Score -2197196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2197203.500000 Penalty: 4731.699219
	Iteration 43Q: 3 clusters Score -2197204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2197209.250000 Penalty: 4731.699219
	Iteration 44Q: 3 clusters Score -2197209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2197217.750000 Penalty: 4731.699219
	Iteration 45Q: 3 clusters Score -2197218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2197222.750000 Penalty: 4731.699219
	Iteration 46Q: 3 clusters Score -2197223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2197225.250000 Penalty: 4731.699219
	Iteration 47Q: 3 clusters Score -2197225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2197242.250000 Penalty: 4731.699219
	Iteration 48Q: 3 clusters Score -2197242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2197254.750000 Penalty: 4731.699219
	Iteration 49Q: 3 clusters Score -2197255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2197268.750000 Penalty: 4731.699219
	Iteration 50Q: 3 clusters Score -2197269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2197275.500000 Penalty: 4731.699219
	Iteration 51Q: 3 clusters Score -2197276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2197289.000000 Penalty: 4731.699219
	Iteration 52Q: 3 clusters Score -2197289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2197298.750000 Penalty: 4731.699219
	Iteration 53Q: 3 clusters Score -2197299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2197307.500000 Penalty: 4731.699219
	Iteration 54Q: 3 clusters Score -2197308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2197320.500000 Penalty: 4731.699219
	Iteration 55Q: 3 clusters Score -2197320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2197327.250000 Penalty: 4731.699219
	Iteration 56Q: 3 clusters Score -2197327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2197331.750000 Penalty: 4731.699219
	Iteration 57Q: 3 clusters Score -2197332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2197334.750000 Penalty: 4731.699219
	Iteration 58Q: 3 clusters Score -2197335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2197343.750000 Penalty: 4731.699219
	Iteration 59Q: 3 clusters Score -2197344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2197347.000000 Penalty: 4731.699219
	Iteration 60F: 3 clusters Score -2197347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2197350.000000 Penalty: 4731.699219
	Iteration 61Q: 3 clusters Score -2197350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2197352.000000 Penalty: 4731.699219
	Iteration 62Q: 3 clusters Score -2197352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2197367.000000 Penalty: 4731.699219
	Iteration 63Q: 3 clusters Score -2197367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2197378.000000 Penalty: 4731.699219
	Iteration 64Q: 3 clusters Score -2197378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2197387.750000 Penalty: 4731.699219
	Iteration 65Q: 3 clusters Score -2197388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2197390.500000 Penalty: 4731.699219
	Iteration 66Q: 3 clusters Score -2197390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2197395.250000 Penalty: 4731.699219
	Iteration 67Q: 3 clusters Score -2197395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2197395.750000 Penalty: 4731.699219
	Iteration 68Q: 3 clusters Score -2197396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2197393.750000 Penalty: 4731.699219
	Iteration 69Q: 3 clusters Score -2197394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2197396.500000 Penalty: 4731.699219
	Iteration 70Q: 3 clusters Score -2197396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2197397.000000 Penalty: 4731.699219
	Iteration 71Q: 3 clusters Score -2197397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2197406.750000 Penalty: 4731.699219
	Iteration 72Q: 3 clusters Score -2197407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2197401.750000 Penalty: 4731.699219
	Iteration 73Q: 3 clusters Score -2197402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2197403.750000 Penalty: 4731.699219
	Iteration 74Q: 3 clusters Score -2197404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2197408.500000 Penalty: 4731.699219
	Iteration 75Q: 3 clusters Score -2197408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2197407.750000 Penalty: 4731.699219
	Iteration 76Q: 3 clusters Score -2197408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2197405.500000 Penalty: 4731.699219
	Iteration 77Q: 3 clusters Score -2197406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2197401.250000 Penalty: 4731.699219
	Iteration 78Q: 3 clusters Score -2197401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2197405.000000 Penalty: 4731.699219
	Iteration 79Q: 3 clusters Score -2197405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2197405.000000 Penalty: 4731.699219
	Iteration 80F: 3 clusters Score -2197405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Entering Unmasked Estep 
Score: -1082436.000000 Penalty: 2213.479736
	Iteration 0F: 2 clusters Score -1082436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1076283.250000 Penalty: 4426.959473
	Iteration 0F: 3 clusters Score -1076283 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1078156.625000 Penalty: 4426.959473
	Iteration 1F: 3 clusters Score -1078157 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1078814.625000 Penalty: 4426.959473
	Iteration 2F: 3 clusters Score -1078815 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1079563.750000 Penalty: 4426.959473
	Iteration 3F: 3 clusters Score -1079564 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1080263.500000 Penalty: 4426.959473
	Iteration 4F: 3 clusters Score -1080264 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1080845.875000 Penalty: 4426.959473
	Iteration 5F: 3 clusters Score -1080846 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1081279.000000 Penalty: 4426.959473
	Iteration 6F: 3 clusters Score -1081279 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1081541.750000 Penalty: 4426.959473
	Iteration 7Q: 3 clusters Score -1081542 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1081707.875000 Penalty: 4426.959473
	Iteration 8Q: 3 clusters Score -1081708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1081793.000000 Penalty: 4426.959473
	Iteration 9Q: 3 clusters Score -1081793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1081856.000000 Penalty: 4426.959473
	Iteration 10Q: 3 clusters Score -1081856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1081902.375000 Penalty: 4426.959473
	Iteration 11Q: 3 clusters Score -1081902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1081937.125000 Penalty: 4426.959473
	Iteration 12Q: 3 clusters Score -1081937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1081966.375000 Penalty: 4426.959473
	Iteration 13Q: 3 clusters Score -1081966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1081993.500000 Penalty: 4426.959473
	Iteration 14Q: 3 clusters Score -1081994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1082010.500000 Penalty: 4426.959473
	Iteration 15Q: 3 clusters Score -1082010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1082022.875000 Penalty: 4426.959473
	Iteration 16Q: 3 clusters Score -1082023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1082032.125000 Penalty: 4426.959473
	Iteration 17Q: 3 clusters Score -1082032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1082040.500000 Penalty: 4426.959473
	Iteration 18Q: 3 clusters Score -1082040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1082047.125000 Penalty: 4426.959473
	Iteration 19Q: 3 clusters Score -1082047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1082050.250000 Penalty: 4426.959473
	Iteration 20F: 3 clusters Score -1082050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1082055.375000 Penalty: 4426.959473
	Iteration 21Q: 3 clusters Score -1082055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1082057.250000 Penalty: 4426.959473
	Iteration 22Q: 3 clusters Score -1082057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1082061.250000 Penalty: 4426.959473
	Iteration 23Q: 3 clusters Score -1082061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1082065.250000 Penalty: 4426.959473
	Iteration 24Q: 3 clusters Score -1082065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1082065.750000 Penalty: 4426.959473
	Iteration 25Q: 3 clusters Score -1082066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1082070.875000 Penalty: 4426.959473
	Iteration 26Q: 3 clusters Score -1082071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1082073.375000 Penalty: 4426.959473
	Iteration 27Q: 3 clusters Score -1082073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1082074.375000 Penalty: 4426.959473
	Iteration 28Q: 3 clusters Score -1082074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1082073.375000 Penalty: 4426.959473
	Iteration 29Q: 3 clusters Score -1082073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1082078.000000 Penalty: 4426.959473
	Iteration 30Q: 3 clusters Score -1082078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1082080.250000 Penalty: 4426.959473
	Iteration 31Q: 3 clusters Score -1082080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1082081.250000 Penalty: 4426.959473
	Iteration 32Q: 3 clusters Score -1082081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1082081.375000 Penalty: 4426.959473
	Iteration 33Q: 3 clusters Score -1082081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1082084.500000 Penalty: 4426.959473
	Iteration 34Q: 3 clusters Score -1082084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1082087.375000 Penalty: 4426.959473
	Iteration 35Q: 3 clusters Score -1082087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1082091.125000 Penalty: 4426.959473
	Iteration 36Q: 3 clusters Score -1082091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1082092.875000 Penalty: 4426.959473
	Iteration 37Q: 3 clusters Score -1082093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1082097.875000 Penalty: 4426.959473
	Iteration 38Q: 3 clusters Score -1082098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1082102.750000 Penalty: 4426.959473
	Iteration 39Q: 3 clusters Score -1082103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1082108.750000 Penalty: 4426.959473
	Iteration 40F: 3 clusters Score -1082109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1082114.125000 Penalty: 4426.959473
	Iteration 41Q: 3 clusters Score -1082114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1082127.250000 Penalty: 4426.959473
	Iteration 42Q: 3 clusters Score -1082127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1082139.875000 Penalty: 4426.959473
	Iteration 43Q: 3 clusters Score -1082140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1082158.750000 Penalty: 4426.959473
	Iteration 44Q: 3 clusters Score -1082159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1082172.125000 Penalty: 4426.959473
	Iteration 45Q: 3 clusters Score -1082172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1082186.125000 Penalty: 4426.959473
	Iteration 46Q: 3 clusters Score -1082186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1082196.000000 Penalty: 4426.959473
	Iteration 47Q: 3 clusters Score -1082196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1082205.250000 Penalty: 4426.959473
	Iteration 48Q: 3 clusters Score -1082205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1082213.000000 Penalty: 4426.959473
	Iteration 49Q: 3 clusters Score -1082213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1082224.625000 Penalty: 4426.959473
	Iteration 50Q: 3 clusters Score -1082225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1082228.625000 Penalty: 4426.959473
	Iteration 51Q: 3 clusters Score -1082229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1082230.250000 Penalty: 4426.959473
	Iteration 52Q: 3 clusters Score -1082230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1082234.875000 Penalty: 4426.959473
	Iteration 53Q: 3 clusters Score -1082235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1082234.875000 Penalty: 4426.959473
	Iteration 54Q: 3 clusters Score -1082235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1082238.625000 Penalty: 4426.959473
	Iteration 55Q: 3 clusters Score -1082239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1082249.125000 Penalty: 4426.959473
	Iteration 56Q: 3 clusters Score -1082249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1082254.500000 Penalty: 4426.959473
	Iteration 57Q: 3 clusters Score -1082254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1082256.500000 Penalty: 4426.959473
	Iteration 58Q: 3 clusters Score -1082256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1082257.125000 Penalty: 4426.959473
	Iteration 59Q: 3 clusters Score -1082257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1082260.375000 Penalty: 4426.959473
	Iteration 60F: 3 clusters Score -1082260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1082263.000000 Penalty: 4426.959473
	Iteration 61Q: 3 clusters Score -1082263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1082266.500000 Penalty: 4426.959473
	Iteration 62Q: 3 clusters Score -1082266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1082267.000000 Penalty: 4426.959473
	Iteration 63Q: 3 clusters Score -1082267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1082270.375000 Penalty: 4426.959473
	Iteration 64Q: 3 clusters Score -1082270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1082277.500000 Penalty: 4426.959473
	Iteration 65Q: 3 clusters Score -1082278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1082277.000000 Penalty: 4426.959473
	Iteration 66Q: 3 clusters Score -1082277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1082277.375000 Penalty: 4426.959473
	Iteration 67Q: 3 clusters Score -1082277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1082279.750000 Penalty: 4426.959473
	Iteration 68Q: 3 clusters Score -1082280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1082281.250000 Penalty: 4426.959473
	Iteration 69Q: 3 clusters Score -1082281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1082281.250000 Penalty: 4426.959473
	Iteration 70F: 3 clusters Score -1082281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (88526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Entering Unmasked Estep 
Score: -14032903.000000 Penalty: 2824.980713
	Iteration 0F: 2 clusters Score -1.40329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -13978053.000000 Penalty: 5649.961426
	Iteration 0F: 3 clusters Score -1.397805e+07 nChanged 41951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -14001900.000000 Penalty: 5649.961426
	Iteration 1F: 3 clusters Score -1.40019e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -14002553.000000 Penalty: 5649.961426
	Iteration 2Q: 3 clusters Score -1.400255e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -14003177.000000 Penalty: 5649.961426
	Iteration 3Q: 3 clusters Score -1.400318e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -14003900.000000 Penalty: 5649.961426
	Iteration 4Q: 3 clusters Score -1.40039e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -14004778.000000 Penalty: 5649.961426
	Iteration 5Q: 3 clusters Score -1.400478e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -14006059.000000 Penalty: 5649.961426
	Iteration 6Q: 3 clusters Score -1.400606e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -14007846.000000 Penalty: 5649.961426
	Iteration 7Q: 3 clusters Score -1.400785e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -14010611.000000 Penalty: 5649.961426
	Iteration 8F: 3 clusters Score -1.401061e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -14014040.000000 Penalty: 5649.961426
	Iteration 9F: 3 clusters Score -1.401404e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -14018244.000000 Penalty: 5649.961426
	Iteration 10F: 3 clusters Score -1.401824e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -14022513.000000 Penalty: 5649.961426
	Iteration 11F: 3 clusters Score -1.402251e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -14025767.000000 Penalty: 5649.961426
	Iteration 12F: 3 clusters Score -1.402577e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 82084 members 
Entering Unmasked Estep 
Score: -14027467.000000 Penalty: 5649.961426
	Iteration 13Q: 3 clusters Score -1.402747e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -14028512.000000 Penalty: 5649.961426
	Iteration 14Q: 3 clusters Score -1.402851e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -14029102.000000 Penalty: 5649.961426
	Iteration 15Q: 3 clusters Score -1.40291e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -14029495.000000 Penalty: 5649.961426
	Iteration 16Q: 3 clusters Score -1.40295e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -14029778.000000 Penalty: 5649.961426
	Iteration 17Q: 3 clusters Score -1.402978e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -14030003.000000 Penalty: 5649.961426
	Iteration 18Q: 3 clusters Score -1.403e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -14030152.000000 Penalty: 5649.961426
	Iteration 19Q: 3 clusters Score -1.403015e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -14030233.000000 Penalty: 5649.961426
	Iteration 20F: 3 clusters Score -1.403023e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -14030301.000000 Penalty: 5649.961426
	Iteration 21Q: 3 clusters Score -1.40303e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -14030369.000000 Penalty: 5649.961426
	Iteration 22Q: 3 clusters Score -1.403037e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -14030411.000000 Penalty: 5649.961426
	Iteration 23Q: 3 clusters Score -1.403041e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -14030445.000000 Penalty: 5649.961426
	Iteration 24Q: 3 clusters Score -1.403044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -14030460.000000 Penalty: 5649.961426
	Iteration 25Q: 3 clusters Score -1.403046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -14030471.000000 Penalty: 5649.961426
	Iteration 26Q: 3 clusters Score -1.403047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -14030488.000000 Penalty: 5649.961426
	Iteration 27Q: 3 clusters Score -1.403049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -14030483.000000 Penalty: 5649.961426
	Iteration 28Q: 3 clusters Score -1.403048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -14030508.000000 Penalty: 5649.961426
	Iteration 29Q: 3 clusters Score -1.403051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -14030528.000000 Penalty: 5649.961426
	Iteration 30Q: 3 clusters Score -1.403053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -14030531.000000 Penalty: 5649.961426
	Iteration 31Q: 3 clusters Score -1.403053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 87666 members 
Entering Unmasked Estep 
Score: -14030535.000000 Penalty: 5649.961426
	Iteration 32Q: 3 clusters Score -1.403054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -14030543.000000 Penalty: 5649.961426
	Iteration 33Q: 3 clusters Score -1.403054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -14030557.000000 Penalty: 5649.961426
	Iteration 34Q: 3 clusters Score -1.403056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -14030565.000000 Penalty: 5649.961426
	Iteration 35Q: 3 clusters Score -1.403056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -14030584.000000 Penalty: 5649.961426
	Iteration 36Q: 3 clusters Score -1.403058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -14030594.000000 Penalty: 5649.961426
	Iteration 37Q: 3 clusters Score -1.403059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -14030588.000000 Penalty: 5649.961426
	Iteration 38Q: 3 clusters Score -1.403059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -14030597.000000 Penalty: 5649.961426
	Iteration 39Q: 3 clusters Score -1.40306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -14030605.000000 Penalty: 5649.961426
	Iteration 40F: 3 clusters Score -1.40306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -14030595.000000 Penalty: 5649.961426
	Iteration 41Q: 3 clusters Score -1.40306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -14030597.000000 Penalty: 5649.961426
	Iteration 42Q: 3 clusters Score -1.40306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 87718 members 
Entering Unmasked Estep 
Score: -14030608.000000 Penalty: 5649.961426
	Iteration 43Q: 3 clusters Score -1.403061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -14030614.000000 Penalty: 5649.961426
	Iteration 44Q: 3 clusters Score -1.403061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -14030600.000000 Penalty: 5649.961426
	Iteration 45Q: 3 clusters Score -1.40306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -14030624.000000 Penalty: 5649.961426
	Iteration 46Q: 3 clusters Score -1.403062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -14030623.000000 Penalty: 5649.961426
	Iteration 47Q: 3 clusters Score -1.403062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -14030625.000000 Penalty: 5649.961426
	Iteration 48Q: 3 clusters Score -1.403062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -14030625.000000 Penalty: 5649.961426
	Iteration 49Q: 3 clusters Score -1.403062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 87731 members 
Entering Unmasked Estep 
Score: -14030625.000000 Penalty: 5649.961426
	Iteration 50F: 3 clusters Score -1.403062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Entering Unmasked Estep 
Score: -4179523.750000 Penalty: 2538.871338
	Iteration 0F: 2 clusters Score -4179524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4160315.250000 Penalty: 5077.742676
	Iteration 0F: 3 clusters Score -4160315 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4167429.500000 Penalty: 5077.742676
	Iteration 1F: 3 clusters Score -4167430 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4168234.500000 Penalty: 5077.742676
	Iteration 2F: 3 clusters Score -4168234 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4169166.500000 Penalty: 5077.742676
	Iteration 3F: 3 clusters Score -4169166 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4170207.250000 Penalty: 5077.742676
	Iteration 4F: 3 clusters Score -4170207 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4171258.500000 Penalty: 5077.742676
	Iteration 5F: 3 clusters Score -4171258 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -4172250.750000 Penalty: 5077.742676
	Iteration 6F: 3 clusters Score -4172251 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -4173174.500000 Penalty: 5077.742676
	Iteration 7F: 3 clusters Score -4173174 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4173950.250000 Penalty: 5077.742676
	Iteration 8Q: 3 clusters Score -4173950 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4174536.250000 Penalty: 5077.742676
	Iteration 9Q: 3 clusters Score -4174536 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4175032.500000 Penalty: 5077.742676
	Iteration 10Q: 3 clusters Score -4175032 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4175327.750000 Penalty: 5077.742676
	Iteration 11Q: 3 clusters Score -4175328 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4175582.000000 Penalty: 5077.742676
	Iteration 12Q: 3 clusters Score -4175582 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4175723.750000 Penalty: 5077.742676
	Iteration 13Q: 3 clusters Score -4175724 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4175824.750000 Penalty: 5077.742676
	Iteration 14Q: 3 clusters Score -4175825 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4175911.000000 Penalty: 5077.742676
	Iteration 15Q: 3 clusters Score -4175911 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4175984.750000 Penalty: 5077.742676
	Iteration 16Q: 3 clusters Score -4175985 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4176051.000000 Penalty: 5077.742676
	Iteration 17Q: 3 clusters Score -4176051 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4176140.000000 Penalty: 5077.742676
	Iteration 18Q: 3 clusters Score -4176140 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4176187.250000 Penalty: 5077.742676
	Iteration 19Q: 3 clusters Score -4176187 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4176252.250000 Penalty: 5077.742676
	Iteration 20F: 3 clusters Score -4176252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4176316.250000 Penalty: 5077.742676
	Iteration 21Q: 3 clusters Score -4176316 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4176374.000000 Penalty: 5077.742676
	Iteration 22Q: 3 clusters Score -4176374 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4176432.000000 Penalty: 5077.742676
	Iteration 23Q: 3 clusters Score -4176432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4176484.250000 Penalty: 5077.742676
	Iteration 24Q: 3 clusters Score -4176484 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4176558.500000 Penalty: 5077.742676
	Iteration 25Q: 3 clusters Score -4176558 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4176611.250000 Penalty: 5077.742676
	Iteration 26Q: 3 clusters Score -4176611 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4176639.500000 Penalty: 5077.742676
	Iteration 27Q: 3 clusters Score -4176640 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4176689.750000 Penalty: 5077.742676
	Iteration 28Q: 3 clusters Score -4176690 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4176720.000000 Penalty: 5077.742676
	Iteration 29Q: 3 clusters Score -4176720 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4176756.000000 Penalty: 5077.742676
	Iteration 30Q: 3 clusters Score -4176756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4176819.750000 Penalty: 5077.742676
	Iteration 31Q: 3 clusters Score -4176820 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4176851.500000 Penalty: 5077.742676
	Iteration 32Q: 3 clusters Score -4176852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4176880.750000 Penalty: 5077.742676
	Iteration 33Q: 3 clusters Score -4176881 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4176909.500000 Penalty: 5077.742676
	Iteration 34Q: 3 clusters Score -4176910 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4176944.750000 Penalty: 5077.742676
	Iteration 35Q: 3 clusters Score -4176945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4176982.750000 Penalty: 5077.742676
	Iteration 36Q: 3 clusters Score -4176983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4177004.750000 Penalty: 5077.742676
	Iteration 37Q: 3 clusters Score -4177005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4177035.750000 Penalty: 5077.742676
	Iteration 38Q: 3 clusters Score -4177036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4177065.000000 Penalty: 5077.742676
	Iteration 39Q: 3 clusters Score -4177065 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4177090.500000 Penalty: 5077.742676
	Iteration 40F: 3 clusters Score -4177090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4177121.250000 Penalty: 5077.742676
	Iteration 41Q: 3 clusters Score -4177121 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -4177138.750000 Penalty: 5077.742676
	Iteration 42Q: 3 clusters Score -4177139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4177155.500000 Penalty: 5077.742676
	Iteration 43Q: 3 clusters Score -4177156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4177186.750000 Penalty: 5077.742676
	Iteration 44Q: 3 clusters Score -4177187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4177199.500000 Penalty: 5077.742676
	Iteration 45Q: 3 clusters Score -4177200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4177214.250000 Penalty: 5077.742676
	Iteration 46Q: 3 clusters Score -4177214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4177226.750000 Penalty: 5077.742676
	Iteration 47Q: 3 clusters Score -4177227 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4177241.750000 Penalty: 5077.742676
	Iteration 48Q: 3 clusters Score -4177242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4177255.250000 Penalty: 5077.742676
	Iteration 49Q: 3 clusters Score -4177255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -4177249.250000 Penalty: 5077.742676
	Iteration 50Q: 3 clusters Score -4177249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -4177256.750000 Penalty: 5077.742676
	Iteration 51Q: 3 clusters Score -4177257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4177259.750000 Penalty: 5077.742676
	Iteration 52Q: 3 clusters Score -4177260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4177264.500000 Penalty: 5077.742676
	Iteration 53Q: 3 clusters Score -4177264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4177274.250000 Penalty: 5077.742676
	Iteration 54Q: 3 clusters Score -4177274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4177286.250000 Penalty: 5077.742676
	Iteration 55Q: 3 clusters Score -4177286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4177287.500000 Penalty: 5077.742676
	Iteration 56Q: 3 clusters Score -4177288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4177290.500000 Penalty: 5077.742676
	Iteration 57Q: 3 clusters Score -4177290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4177297.000000 Penalty: 5077.742676
	Iteration 58Q: 3 clusters Score -4177297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4177296.500000 Penalty: 5077.742676
	Iteration 59Q: 3 clusters Score -4177296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4177307.500000 Penalty: 5077.742676
	Iteration 60F: 3 clusters Score -4177308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4177312.250000 Penalty: 5077.742676
	Iteration 61Q: 3 clusters Score -4177312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4177312.000000 Penalty: 5077.742676
	Iteration 62Q: 3 clusters Score -4177312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -4177325.250000 Penalty: 5077.742676
	Iteration 63Q: 3 clusters Score -4177325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -4177322.250000 Penalty: 5077.742676
	Iteration 64Q: 3 clusters Score -4177322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -4177318.250000 Penalty: 5077.742676
	Iteration 65Q: 3 clusters Score -4177318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4177320.000000 Penalty: 5077.742676
	Iteration 66Q: 3 clusters Score -4177320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4177322.750000 Penalty: 5077.742676
	Iteration 67Q: 3 clusters Score -4177323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -4177320.250000 Penalty: 5077.742676
	Iteration 68Q: 3 clusters Score -4177320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4177320.750000 Penalty: 5077.742676
	Iteration 69Q: 3 clusters Score -4177321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4177318.500000 Penalty: 5077.742676
	Iteration 70Q: 3 clusters Score -4177318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4177313.250000 Penalty: 5077.742676
	Iteration 71Q: 3 clusters Score -4177313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4177314.500000 Penalty: 5077.742676
	Iteration 72Q: 3 clusters Score -4177314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4177314.500000 Penalty: 5077.742676
	Iteration 73Q: 3 clusters Score -4177314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4177317.500000 Penalty: 5077.742676
	Iteration 74Q: 3 clusters Score -4177318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4177323.250000 Penalty: 5077.742676
	Iteration 75Q: 3 clusters Score -4177323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4177320.500000 Penalty: 5077.742676
	Iteration 76Q: 3 clusters Score -4177320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4177314.750000 Penalty: 5077.742676
	Iteration 77Q: 3 clusters Score -4177315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4177323.250000 Penalty: 5077.742676
	Iteration 78Q: 3 clusters Score -4177323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4177319.500000 Penalty: 5077.742676
	Iteration 79Q: 3 clusters Score -4177320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4177318.250000 Penalty: 5077.742676
	Iteration 80F: 3 clusters Score -4177318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4177324.750000 Penalty: 5077.742676
	Iteration 81Q: 3 clusters Score -4177325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4177324.750000 Penalty: 5077.742676
	Iteration 82F: 3 clusters Score -4177325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -1723145.250000 Penalty: 2309.978760
	Iteration 0F: 2 clusters Score -1723145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1714796.375000 Penalty: 4619.957520
	Iteration 0F: 3 clusters Score -1714796 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1717302.000000 Penalty: 4619.957520
	Iteration 1F: 3 clusters Score -1717302 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1717671.500000 Penalty: 4619.957520
	Iteration 2F: 3 clusters Score -1717672 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1717958.250000 Penalty: 4619.957520
	Iteration 3F: 3 clusters Score -1717958 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1718172.750000 Penalty: 4619.957520
	Iteration 4Q: 3 clusters Score -1718173 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1718338.125000 Penalty: 4619.957520
	Iteration 5Q: 3 clusters Score -1718338 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1718472.375000 Penalty: 4619.957520
	Iteration 6Q: 3 clusters Score -1718472 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1718581.000000 Penalty: 4619.957520
	Iteration 7Q: 3 clusters Score -1718581 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1718672.125000 Penalty: 4619.957520
	Iteration 8Q: 3 clusters Score -1718672 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1718757.500000 Penalty: 4619.957520
	Iteration 9Q: 3 clusters Score -1718758 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1718827.375000 Penalty: 4619.957520
	Iteration 10Q: 3 clusters Score -1718827 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1718893.750000 Penalty: 4619.957520
	Iteration 11Q: 3 clusters Score -1718894 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1718973.500000 Penalty: 4619.957520
	Iteration 12Q: 3 clusters Score -1718974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1719055.875000 Penalty: 4619.957520
	Iteration 13Q: 3 clusters Score -1719056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1719135.875000 Penalty: 4619.957520
	Iteration 14Q: 3 clusters Score -1719136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1719219.000000 Penalty: 4619.957520
	Iteration 15Q: 3 clusters Score -1719219 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1719316.750000 Penalty: 4619.957520
	Iteration 16Q: 3 clusters Score -1719317 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1719416.875000 Penalty: 4619.957520
	Iteration 17Q: 3 clusters Score -1719417 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1719538.000000 Penalty: 4619.957520
	Iteration 18Q: 3 clusters Score -1719538 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1719669.000000 Penalty: 4619.957520
	Iteration 19Q: 3 clusters Score -1719669 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1719811.375000 Penalty: 4619.957520
	Iteration 20F: 3 clusters Score -1719811 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1719960.625000 Penalty: 4619.957520
	Iteration 21Q: 3 clusters Score -1719961 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1720137.250000 Penalty: 4619.957520
	Iteration 22Q: 3 clusters Score -1720137 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1720298.625000 Penalty: 4619.957520
	Iteration 23Q: 3 clusters Score -1720299 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1720449.000000 Penalty: 4619.957520
	Iteration 24Q: 3 clusters Score -1720449 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1720567.500000 Penalty: 4619.957520
	Iteration 25Q: 3 clusters Score -1720568 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1720664.750000 Penalty: 4619.957520
	Iteration 26Q: 3 clusters Score -1720665 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1720754.250000 Penalty: 4619.957520
	Iteration 27Q: 3 clusters Score -1720754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1720861.500000 Penalty: 4619.957520
	Iteration 28Q: 3 clusters Score -1720862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1720953.625000 Penalty: 4619.957520
	Iteration 29Q: 3 clusters Score -1720954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1721031.750000 Penalty: 4619.957520
	Iteration 30Q: 3 clusters Score -1721032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1721082.375000 Penalty: 4619.957520
	Iteration 31Q: 3 clusters Score -1721082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1721124.250000 Penalty: 4619.957520
	Iteration 32Q: 3 clusters Score -1721124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1721163.875000 Penalty: 4619.957520
	Iteration 33Q: 3 clusters Score -1721164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1721195.250000 Penalty: 4619.957520
	Iteration 34Q: 3 clusters Score -1721195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1721215.500000 Penalty: 4619.957520
	Iteration 35Q: 3 clusters Score -1721216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1721229.875000 Penalty: 4619.957520
	Iteration 36Q: 3 clusters Score -1721230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1721245.125000 Penalty: 4619.957520
	Iteration 37Q: 3 clusters Score -1721245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1721256.000000 Penalty: 4619.957520
	Iteration 38Q: 3 clusters Score -1721256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1721266.750000 Penalty: 4619.957520
	Iteration 39Q: 3 clusters Score -1721267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1721277.125000 Penalty: 4619.957520
	Iteration 40F: 3 clusters Score -1721277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1721287.375000 Penalty: 4619.957520
	Iteration 41Q: 3 clusters Score -1721287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1721290.375000 Penalty: 4619.957520
	Iteration 42Q: 3 clusters Score -1721290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1721292.125000 Penalty: 4619.957520
	Iteration 43Q: 3 clusters Score -1721292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1721296.625000 Penalty: 4619.957520
	Iteration 44Q: 3 clusters Score -1721297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1721303.125000 Penalty: 4619.957520
	Iteration 45Q: 3 clusters Score -1721303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1721302.875000 Penalty: 4619.957520
	Iteration 46Q: 3 clusters Score -1721303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1721311.750000 Penalty: 4619.957520
	Iteration 47Q: 3 clusters Score -1721312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1721312.750000 Penalty: 4619.957520
	Iteration 48Q: 3 clusters Score -1721313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1721312.625000 Penalty: 4619.957520
	Iteration 49Q: 3 clusters Score -1721313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1721316.500000 Penalty: 4619.957520
	Iteration 50Q: 3 clusters Score -1721316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1721319.000000 Penalty: 4619.957520
	Iteration 51Q: 3 clusters Score -1721319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1721318.500000 Penalty: 4619.957520
	Iteration 52Q: 3 clusters Score -1721318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1721317.625000 Penalty: 4619.957520
	Iteration 53Q: 3 clusters Score -1721318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1721316.750000 Penalty: 4619.957520
	Iteration 54Q: 3 clusters Score -1721317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1721316.750000 Penalty: 4619.957520
	Iteration 55F: 3 clusters Score -1721317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -209163.500000 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -209163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -206959.500000 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -206959.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -207276.484375 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -207276.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -207358.828125 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -207358.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -207401.218750 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -207401.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -207431.640625 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -207431.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -207449.421875 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -207449.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -207466.562500 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -207466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207477.281250 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -207477.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -207491.078125 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -207491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -207494.593750 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -207494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207501.093750 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -207501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207506.468750 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -207506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -207513.625000 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -207513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -207518.531250 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -207518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -207523.328125 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -207523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -207529.468750 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -207529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -207535.437500 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -207535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -207541.453125 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -207541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -207552.375000 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -207552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -207557.921875 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -207557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -207564.375000 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -207564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -207571.125000 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -207571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -207578.687500 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -207578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -207583.218750 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -207583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -207593.546875 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -207593.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -207610.500000 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -207610.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -207626.109375 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -207626.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -207643.796875 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -207643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -207666.390625 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -207666.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -207704.421875 Penalty: 3574.730957
	Iteration 29Q: 3 clusters Score -207704.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -207746.406250 Penalty: 3574.730957
	Iteration 30Q: 3 clusters Score -207746.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -207787.515625 Penalty: 3574.730957
	Iteration 31Q: 3 clusters Score -207787.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -207815.234375 Penalty: 3574.730957
	Iteration 32Q: 3 clusters Score -207815.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -207844.187500 Penalty: 3574.730957
	Iteration 33Q: 3 clusters Score -207844.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -207872.859375 Penalty: 3574.730957
	Iteration 34Q: 3 clusters Score -207872.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -207893.890625 Penalty: 3574.730957
	Iteration 35Q: 3 clusters Score -207893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -207910.437500 Penalty: 3574.730957
	Iteration 36Q: 3 clusters Score -207910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -207920.640625 Penalty: 3574.730957
	Iteration 37Q: 3 clusters Score -207920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -207924.531250 Penalty: 3574.730957
	Iteration 38Q: 3 clusters Score -207924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -207928.328125 Penalty: 3574.730957
	Iteration 39Q: 3 clusters Score -207928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -207930.906250 Penalty: 3574.730957
	Iteration 40F: 3 clusters Score -207930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -207934.562500 Penalty: 3574.730957
	Iteration 41Q: 3 clusters Score -207934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -207939.250000 Penalty: 3574.730957
	Iteration 42Q: 3 clusters Score -207939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -207946.703125 Penalty: 3574.730957
	Iteration 43Q: 3 clusters Score -207946.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -207955.640625 Penalty: 3574.730957
	Iteration 44Q: 3 clusters Score -207955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207963.671875 Penalty: 3574.730957
	Iteration 45Q: 3 clusters Score -207963.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -207970.875000 Penalty: 3574.730957
	Iteration 46Q: 3 clusters Score -207970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -207979.046875 Penalty: 3574.730957
	Iteration 47Q: 3 clusters Score -207979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -207980.312500 Penalty: 3574.730957
	Iteration 48Q: 3 clusters Score -207980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -207980.312500 Penalty: 3574.730957
	Iteration 49F: 3 clusters Score -207980.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -1016487.437500 Penalty: 2186.506104
	Iteration 0F: 2 clusters Score -1016487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1010912.875000 Penalty: 4373.012207
	Iteration 0F: 3 clusters Score -1010913 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1012301.500000 Penalty: 4373.012207
	Iteration 1F: 3 clusters Score -1012302 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1012550.250000 Penalty: 4373.012207
	Iteration 2F: 3 clusters Score -1012550 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1012730.500000 Penalty: 4373.012207
	Iteration 3F: 3 clusters Score -1012730 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1012880.375000 Penalty: 4373.012207
	Iteration 4Q: 3 clusters Score -1012880 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1013000.437500 Penalty: 4373.012207
	Iteration 5Q: 3 clusters Score -1013000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1013107.500000 Penalty: 4373.012207
	Iteration 6Q: 3 clusters Score -1013108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1013203.312500 Penalty: 4373.012207
	Iteration 7Q: 3 clusters Score -1013203 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1013307.687500 Penalty: 4373.012207
	Iteration 8Q: 3 clusters Score -1013308 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1013412.750000 Penalty: 4373.012207
	Iteration 9Q: 3 clusters Score -1013413 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1013504.812500 Penalty: 4373.012207
	Iteration 10Q: 3 clusters Score -1013505 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1013595.562500 Penalty: 4373.012207
	Iteration 11Q: 3 clusters Score -1013596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1013666.687500 Penalty: 4373.012207
	Iteration 12Q: 3 clusters Score -1013667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1013744.875000 Penalty: 4373.012207
	Iteration 13Q: 3 clusters Score -1013745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1013823.375000 Penalty: 4373.012207
	Iteration 14Q: 3 clusters Score -1013823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1013898.312500 Penalty: 4373.012207
	Iteration 15Q: 3 clusters Score -1013898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1013974.687500 Penalty: 4373.012207
	Iteration 16Q: 3 clusters Score -1013975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1014043.125000 Penalty: 4373.012207
	Iteration 17Q: 3 clusters Score -1014043 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1014109.250000 Penalty: 4373.012207
	Iteration 18Q: 3 clusters Score -1014109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1014165.062500 Penalty: 4373.012207
	Iteration 19Q: 3 clusters Score -1014165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1014221.375000 Penalty: 4373.012207
	Iteration 20F: 3 clusters Score -1014221 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1014267.812500 Penalty: 4373.012207
	Iteration 21Q: 3 clusters Score -1014268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1014319.062500 Penalty: 4373.012207
	Iteration 22Q: 3 clusters Score -1014319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1014360.812500 Penalty: 4373.012207
	Iteration 23Q: 3 clusters Score -1014361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1014403.625000 Penalty: 4373.012207
	Iteration 24Q: 3 clusters Score -1014404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1014439.812500 Penalty: 4373.012207
	Iteration 25Q: 3 clusters Score -1014440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1014468.000000 Penalty: 4373.012207
	Iteration 26Q: 3 clusters Score -1014468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1014485.312500 Penalty: 4373.012207
	Iteration 27Q: 3 clusters Score -1014485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1014507.625000 Penalty: 4373.012207
	Iteration 28Q: 3 clusters Score -1014508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1014529.812500 Penalty: 4373.012207
	Iteration 29Q: 3 clusters Score -1014530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1014547.625000 Penalty: 4373.012207
	Iteration 30Q: 3 clusters Score -1014548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1014566.750000 Penalty: 4373.012207
	Iteration 31Q: 3 clusters Score -1014567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1014587.750000 Penalty: 4373.012207
	Iteration 32Q: 3 clusters Score -1014588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1014603.812500 Penalty: 4373.012207
	Iteration 33Q: 3 clusters Score -1014604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1014614.812500 Penalty: 4373.012207
	Iteration 34Q: 3 clusters Score -1014615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1014620.812500 Penalty: 4373.012207
	Iteration 35Q: 3 clusters Score -1014621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1014625.687500 Penalty: 4373.012207
	Iteration 36Q: 3 clusters Score -1014626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1014630.937500 Penalty: 4373.012207
	Iteration 37Q: 3 clusters Score -1014631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1014631.562500 Penalty: 4373.012207
	Iteration 38Q: 3 clusters Score -1014632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1014634.062500 Penalty: 4373.012207
	Iteration 39Q: 3 clusters Score -1014634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1014637.625000 Penalty: 4373.012207
	Iteration 40F: 3 clusters Score -1014638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1014639.187500 Penalty: 4373.012207
	Iteration 41Q: 3 clusters Score -1014639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1014638.375000 Penalty: 4373.012207
	Iteration 42Q: 3 clusters Score -1014638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1014638.562500 Penalty: 4373.012207
	Iteration 43Q: 3 clusters Score -1014639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1014641.812500 Penalty: 4373.012207
	Iteration 44Q: 3 clusters Score -1014642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1014641.812500 Penalty: 4373.012207
	Iteration 45F: 3 clusters Score -1014642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -456189.468750 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -456189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -452968.906250 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -452968.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -453679.000000 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -453679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -453892.187500 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -453892.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -454042.031250 Penalty: 3960.293457
	Iteration 3F: 3 clusters Score -454042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -454162.281250 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -454162.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -454298.125000 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -454298.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -454430.656250 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -454430.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -454561.718750 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -454561.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -454665.093750 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -454665.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -454753.906250 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -454753.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -454814.906250 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -454814.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -454864.000000 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -454864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -454899.968750 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -454900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -454923.093750 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -454923.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -454932.531250 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -454932.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -454946.218750 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -454946.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -454956.000000 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -454956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -454961.843750 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -454961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -454965.281250 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -454965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -454968.343750 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -454968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -454969.562500 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -454969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -454968.906250 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -454968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -454969.468750 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -454969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -454970.593750 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -454970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -454971.718750 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -454971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -454972.062500 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -454972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -454972.593750 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -454972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -454972.593750 Penalty: 3960.293457
	Iteration 27F: 3 clusters Score -454972.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Entering Unmasked Estep 
Score: -1519618.750000 Penalty: 2271.965088
	Iteration 0F: 2 clusters Score -1519619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1512241.500000 Penalty: 4543.930176
	Iteration 0F: 3 clusters Score -1512242 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1514378.750000 Penalty: 4543.930176
	Iteration 1F: 3 clusters Score -1514379 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1514677.625000 Penalty: 4543.930176
	Iteration 2F: 3 clusters Score -1514678 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1514873.375000 Penalty: 4543.930176
	Iteration 3F: 3 clusters Score -1514873 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1515035.875000 Penalty: 4543.930176
	Iteration 4Q: 3 clusters Score -1515036 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1515140.750000 Penalty: 4543.930176
	Iteration 5Q: 3 clusters Score -1515141 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1515225.875000 Penalty: 4543.930176
	Iteration 6Q: 3 clusters Score -1515226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1515310.000000 Penalty: 4543.930176
	Iteration 7Q: 3 clusters Score -1515310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1515397.000000 Penalty: 4543.930176
	Iteration 8Q: 3 clusters Score -1515397 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1515488.875000 Penalty: 4543.930176
	Iteration 9Q: 3 clusters Score -1515489 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1515581.125000 Penalty: 4543.930176
	Iteration 10Q: 3 clusters Score -1515581 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1515689.375000 Penalty: 4543.930176
	Iteration 11Q: 3 clusters Score -1515689 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1515805.000000 Penalty: 4543.930176
	Iteration 12Q: 3 clusters Score -1515805 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1515913.000000 Penalty: 4543.930176
	Iteration 13Q: 3 clusters Score -1515913 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1516046.375000 Penalty: 4543.930176
	Iteration 14Q: 3 clusters Score -1516046 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1516191.500000 Penalty: 4543.930176
	Iteration 15Q: 3 clusters Score -1516192 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1516329.625000 Penalty: 4543.930176
	Iteration 16Q: 3 clusters Score -1516330 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1516470.875000 Penalty: 4543.930176
	Iteration 17Q: 3 clusters Score -1516471 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1516596.000000 Penalty: 4543.930176
	Iteration 18Q: 3 clusters Score -1516596 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1516692.250000 Penalty: 4543.930176
	Iteration 19Q: 3 clusters Score -1516692 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1516781.125000 Penalty: 4543.930176
	Iteration 20F: 3 clusters Score -1516781 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1516857.750000 Penalty: 4543.930176
	Iteration 21Q: 3 clusters Score -1516858 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1516945.625000 Penalty: 4543.930176
	Iteration 22Q: 3 clusters Score -1516946 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1517042.500000 Penalty: 4543.930176
	Iteration 23Q: 3 clusters Score -1517042 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1517140.250000 Penalty: 4543.930176
	Iteration 24Q: 3 clusters Score -1517140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1517227.625000 Penalty: 4543.930176
	Iteration 25Q: 3 clusters Score -1517228 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1517315.375000 Penalty: 4543.930176
	Iteration 26Q: 3 clusters Score -1517315 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1517409.500000 Penalty: 4543.930176
	Iteration 27Q: 3 clusters Score -1517410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1517491.500000 Penalty: 4543.930176
	Iteration 28Q: 3 clusters Score -1517492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1517570.000000 Penalty: 4543.930176
	Iteration 29Q: 3 clusters Score -1517570 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1517625.875000 Penalty: 4543.930176
	Iteration 30Q: 3 clusters Score -1517626 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1517678.875000 Penalty: 4543.930176
	Iteration 31Q: 3 clusters Score -1517679 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1517719.750000 Penalty: 4543.930176
	Iteration 32Q: 3 clusters Score -1517720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1517740.625000 Penalty: 4543.930176
	Iteration 33Q: 3 clusters Score -1517741 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1517757.625000 Penalty: 4543.930176
	Iteration 34Q: 3 clusters Score -1517758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1517770.000000 Penalty: 4543.930176
	Iteration 35Q: 3 clusters Score -1517770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1517782.500000 Penalty: 4543.930176
	Iteration 36Q: 3 clusters Score -1517782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1517787.875000 Penalty: 4543.930176
	Iteration 37Q: 3 clusters Score -1517788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1517796.875000 Penalty: 4543.930176
	Iteration 38Q: 3 clusters Score -1517797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1517803.375000 Penalty: 4543.930176
	Iteration 39Q: 3 clusters Score -1517803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1517809.875000 Penalty: 4543.930176
	Iteration 40F: 3 clusters Score -1517810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1517811.875000 Penalty: 4543.930176
	Iteration 41Q: 3 clusters Score -1517812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1517811.000000 Penalty: 4543.930176
	Iteration 42Q: 3 clusters Score -1517811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1517811.125000 Penalty: 4543.930176
	Iteration 43Q: 3 clusters Score -1517811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1517815.250000 Penalty: 4543.930176
	Iteration 44Q: 3 clusters Score -1517815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1517816.500000 Penalty: 4543.930176
	Iteration 45Q: 3 clusters Score -1517816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1517819.625000 Penalty: 4543.930176
	Iteration 46Q: 3 clusters Score -1517820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1517822.625000 Penalty: 4543.930176
	Iteration 47Q: 3 clusters Score -1517823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1517823.625000 Penalty: 4543.930176
	Iteration 48Q: 3 clusters Score -1517824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1517827.000000 Penalty: 4543.930176
	Iteration 49Q: 3 clusters Score -1517827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1517824.375000 Penalty: 4543.930176
	Iteration 50Q: 3 clusters Score -1517824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1517829.750000 Penalty: 4543.930176
	Iteration 51Q: 3 clusters Score -1517830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1517829.625000 Penalty: 4543.930176
	Iteration 52Q: 3 clusters Score -1517830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1517829.500000 Penalty: 4543.930176
	Iteration 53Q: 3 clusters Score -1517830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1517828.750000 Penalty: 4543.930176
	Iteration 54Q: 3 clusters Score -1517829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1517828.375000 Penalty: 4543.930176
	Iteration 55Q: 3 clusters Score -1517828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1517828.375000 Penalty: 4543.930176
	Iteration 56F: 3 clusters Score -1517828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -697102.125000 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -697102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -692943.000000 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -692943 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -693971.437500 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -693971.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -694229.312500 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -694229.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -694422.062500 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -694422.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -694585.812500 Penalty: 4176.876953
	Iteration 4Q: 3 clusters Score -694585.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -694740.562500 Penalty: 4176.876953
	Iteration 5Q: 3 clusters Score -694740.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -694933.375000 Penalty: 4176.876953
	Iteration 6Q: 3 clusters Score -694933.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -695150.687500 Penalty: 4176.876953
	Iteration 7Q: 3 clusters Score -695150.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -695465.375000 Penalty: 4176.876953
	Iteration 8F: 3 clusters Score -695465.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -695858.125000 Penalty: 4176.876953
	Iteration 9F: 3 clusters Score -695858.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -696254.750000 Penalty: 4176.876953
	Iteration 10F: 3 clusters Score -696254.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -696481.187500 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -696481.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -696623.375000 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -696623.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -696706.187500 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -696706.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -696754.500000 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -696754.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -696782.750000 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -696782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -696800.250000 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -696800.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -696814.312500 Penalty: 4176.876953
	Iteration 17Q: 3 clusters Score -696814.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -696824.625000 Penalty: 4176.876953
	Iteration 18Q: 3 clusters Score -696824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -696829.875000 Penalty: 4176.876953
	Iteration 19Q: 3 clusters Score -696829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -696833.687500 Penalty: 4176.876953
	Iteration 20F: 3 clusters Score -696833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -696839.000000 Penalty: 4176.876953
	Iteration 21Q: 3 clusters Score -696839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -696841.125000 Penalty: 4176.876953
	Iteration 22Q: 3 clusters Score -696841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -696840.687500 Penalty: 4176.876953
	Iteration 23Q: 3 clusters Score -696840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -696840.687500 Penalty: 4176.876953
	Iteration 24F: 3 clusters Score -696840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Entering Unmasked Estep 
Score: -995054.937500 Penalty: 2184.141602
	Iteration 0F: 2 clusters Score -995054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -989489.625000 Penalty: 4368.283203
	Iteration 0F: 3 clusters Score -989489.6 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -990948.437500 Penalty: 4368.283203
	Iteration 1F: 3 clusters Score -990948.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -991231.000000 Penalty: 4368.283203
	Iteration 2F: 3 clusters Score -991231 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -991435.437500 Penalty: 4368.283203
	Iteration 3F: 3 clusters Score -991435.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -991599.062500 Penalty: 4368.283203
	Iteration 4Q: 3 clusters Score -991599.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -991723.812500 Penalty: 4368.283203
	Iteration 5Q: 3 clusters Score -991723.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -991846.937500 Penalty: 4368.283203
	Iteration 6Q: 3 clusters Score -991846.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -991968.562500 Penalty: 4368.283203
	Iteration 7Q: 3 clusters Score -991968.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -992088.812500 Penalty: 4368.283203
	Iteration 8Q: 3 clusters Score -992088.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -992227.375000 Penalty: 4368.283203
	Iteration 9Q: 3 clusters Score -992227.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -992405.750000 Penalty: 4368.283203
	Iteration 10Q: 3 clusters Score -992405.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -992662.937500 Penalty: 4368.283203
	Iteration 11Q: 3 clusters Score -992662.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -992951.500000 Penalty: 4368.283203
	Iteration 12Q: 3 clusters Score -992951.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -993211.062500 Penalty: 4368.283203
	Iteration 13Q: 3 clusters Score -993211.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -993442.375000 Penalty: 4368.283203
	Iteration 14Q: 3 clusters Score -993442.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -993638.125000 Penalty: 4368.283203
	Iteration 15Q: 3 clusters Score -993638.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -993771.687500 Penalty: 4368.283203
	Iteration 16Q: 3 clusters Score -993771.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -993850.375000 Penalty: 4368.283203
	Iteration 17Q: 3 clusters Score -993850.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -993907.937500 Penalty: 4368.283203
	Iteration 18Q: 3 clusters Score -993907.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -993950.750000 Penalty: 4368.283203
	Iteration 19Q: 3 clusters Score -993950.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -993987.250000 Penalty: 4368.283203
	Iteration 20F: 3 clusters Score -993987.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -994016.625000 Penalty: 4368.283203
	Iteration 21Q: 3 clusters Score -994016.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -994046.500000 Penalty: 4368.283203
	Iteration 22Q: 3 clusters Score -994046.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -994064.312500 Penalty: 4368.283203
	Iteration 23Q: 3 clusters Score -994064.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -994075.125000 Penalty: 4368.283203
	Iteration 24Q: 3 clusters Score -994075.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -994081.750000 Penalty: 4368.283203
	Iteration 25Q: 3 clusters Score -994081.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -994087.562500 Penalty: 4368.283203
	Iteration 26Q: 3 clusters Score -994087.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -994090.375000 Penalty: 4368.283203
	Iteration 27Q: 3 clusters Score -994090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -994092.437500 Penalty: 4368.283203
	Iteration 28Q: 3 clusters Score -994092.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -994099.000000 Penalty: 4368.283203
	Iteration 29Q: 3 clusters Score -994099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -994104.437500 Penalty: 4368.283203
	Iteration 30Q: 3 clusters Score -994104.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -994106.812500 Penalty: 4368.283203
	Iteration 31Q: 3 clusters Score -994106.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -994110.250000 Penalty: 4368.283203
	Iteration 32Q: 3 clusters Score -994110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -994112.687500 Penalty: 4368.283203
	Iteration 33Q: 3 clusters Score -994112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -994113.000000 Penalty: 4368.283203
	Iteration 34Q: 3 clusters Score -994113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -994114.625000 Penalty: 4368.283203
	Iteration 35Q: 3 clusters Score -994114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -994116.000000 Penalty: 4368.283203
	Iteration 36Q: 3 clusters Score -994116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -994117.250000 Penalty: 4368.283203
	Iteration 37Q: 3 clusters Score -994117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -994117.250000 Penalty: 4368.283203
	Iteration 38F: 3 clusters Score -994117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132594.203125 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -130735.179688 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -130735.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130998.828125 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -130998.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131104.093750 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -131104.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131151.984375 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -131152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131180.640625 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -131180.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -131208.500000 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -131208.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131222.187500 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -131222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -131232.265625 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -131232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131238.968750 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -131239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131253.046875 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -131253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131269.312500 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -131269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131274.843750 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -131274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131283.109375 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -131283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131291.578125 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -131291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131305.218750 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -131305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131316.265625 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -131316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131321.718750 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -131321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131327.234375 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -131327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131332.375000 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -131332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131337.812500 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -131337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131350.734375 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -131350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131363.484375 Penalty: 3380.013184
	Iteration 21Q: 3 clusters Score -131363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131392.890625 Penalty: 3380.013184
	Iteration 22Q: 3 clusters Score -131392.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -131424.375000 Penalty: 3380.013184
	Iteration 23Q: 3 clusters Score -131424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131447.546875 Penalty: 3380.013184
	Iteration 24Q: 3 clusters Score -131447.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131475.750000 Penalty: 3380.013184
	Iteration 25Q: 3 clusters Score -131475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131523.312500 Penalty: 3380.013184
	Iteration 26Q: 3 clusters Score -131523.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131605.156250 Penalty: 3380.013184
	Iteration 27Q: 3 clusters Score -131605.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131737.328125 Penalty: 3380.013184
	Iteration 28Q: 3 clusters Score -131737.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131972.203125 Penalty: 3380.013184
	Iteration 29Q: 3 clusters Score -131972.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -132354.187500 Penalty: 3380.013184
	Iteration 30F: 3 clusters Score -132354.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -132866.750000 Penalty: 3380.013184
	Iteration 31Q: 3 clusters Score -132866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -133157.187500 Penalty: 3380.013184
	Iteration 32Q: 3 clusters Score -133157.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133196.671875 Penalty: 3380.013184
	Iteration 33Q: 3 clusters Score -133196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133208.187500 Penalty: 3380.013184
	Iteration 34Q: 3 clusters Score -133208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133239.062500 Penalty: 3380.013184
	Iteration 35Q: 3 clusters Score -133239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -133266.234375 Penalty: 3380.013184
	Iteration 36Q: 3 clusters Score -133266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -133294.437500 Penalty: 3380.013184
	Iteration 37Q: 3 clusters Score -133294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133331.125000 Penalty: 3380.013184
	Iteration 38Q: 3 clusters Score -133331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133359.671875 Penalty: 3380.013184
	Iteration 39Q: 3 clusters Score -133359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133373.781250 Penalty: 3380.013184
	Iteration 40F: 3 clusters Score -133373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -133384.531250 Penalty: 3380.013184
	Iteration 41Q: 3 clusters Score -133384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133394.906250 Penalty: 3380.013184
	Iteration 42Q: 3 clusters Score -133394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133401.250000 Penalty: 3380.013184
	Iteration 43Q: 3 clusters Score -133401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133406.218750 Penalty: 3380.013184
	Iteration 44Q: 3 clusters Score -133406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133406.218750 Penalty: 3380.013184
	Iteration 45F: 3 clusters Score -133406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 330 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Mstep: Class 62 contains 581 members 
Entering Unmasked Estep 
Score: -151893440.000000 Penalty: 212414.656250
Splitting cluster 37 changes total score from -151894400.000000 to -151893440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -530770.187500 Penalty: 2046.735840
	Iteration 0F: 2 clusters Score -530770.2 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 1970 members 
Entering Unmasked Estep 
Score: -526988.125000 Penalty: 4093.471680
	Iteration 0F: 3 clusters Score -526988.1 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -528074.125000 Penalty: 4093.471680
	Iteration 1F: 3 clusters Score -528074.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -528514.875000 Penalty: 4093.471680
	Iteration 2F: 3 clusters Score -528514.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -528943.437500 Penalty: 4093.471680
	Iteration 3F: 3 clusters Score -528943.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -529289.687500 Penalty: 4093.471680
	Iteration 4F: 3 clusters Score -529289.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -529490.187500 Penalty: 4093.471680
	Iteration 5F: 3 clusters Score -529490.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -529578.000000 Penalty: 4093.471680
	Iteration 6Q: 3 clusters Score -529578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -529636.625000 Penalty: 4093.471680
	Iteration 7Q: 3 clusters Score -529636.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -529681.625000 Penalty: 4093.471680
	Iteration 8Q: 3 clusters Score -529681.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -529727.187500 Penalty: 4093.471680
	Iteration 9Q: 3 clusters Score -529727.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -529781.500000 Penalty: 4093.471680
	Iteration 10Q: 3 clusters Score -529781.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -529825.187500 Penalty: 4093.471680
	Iteration 11Q: 3 clusters Score -529825.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -529862.937500 Penalty: 4093.471680
	Iteration 12Q: 3 clusters Score -529862.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -529913.437500 Penalty: 4093.471680
	Iteration 13Q: 3 clusters Score -529913.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -529954.250000 Penalty: 4093.471680
	Iteration 14Q: 3 clusters Score -529954.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -529984.250000 Penalty: 4093.471680
	Iteration 15Q: 3 clusters Score -529984.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -530007.375000 Penalty: 4093.471680
	Iteration 16Q: 3 clusters Score -530007.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -530026.437500 Penalty: 4093.471680
	Iteration 17Q: 3 clusters Score -530026.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -530043.250000 Penalty: 4093.471680
	Iteration 18Q: 3 clusters Score -530043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -530051.187500 Penalty: 4093.471680
	Iteration 19Q: 3 clusters Score -530051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -530054.750000 Penalty: 4093.471680
	Iteration 20F: 3 clusters Score -530054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -530057.875000 Penalty: 4093.471680
	Iteration 21Q: 3 clusters Score -530057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -530060.500000 Penalty: 4093.471680
	Iteration 22Q: 3 clusters Score -530060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -530063.687500 Penalty: 4093.471680
	Iteration 23Q: 3 clusters Score -530063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -530066.562500 Penalty: 4093.471680
	Iteration 24Q: 3 clusters Score -530066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -530068.125000 Penalty: 4093.471680
	Iteration 25Q: 3 clusters Score -530068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -530069.000000 Penalty: 4093.471680
	Iteration 26Q: 3 clusters Score -530069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -530069.000000 Penalty: 4093.471680
	Iteration 27F: 3 clusters Score -530069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -1305048.250000 Penalty: 2248.885254
	Iteration 0F: 2 clusters Score -1305048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1298258.250000 Penalty: 4497.770508
	Iteration 0F: 3 clusters Score -1298258 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1300248.375000 Penalty: 4497.770508
	Iteration 1F: 3 clusters Score -1300248 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1300531.750000 Penalty: 4497.770508
	Iteration 2F: 3 clusters Score -1300532 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1300772.000000 Penalty: 4497.770508
	Iteration 3F: 3 clusters Score -1300772 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1300998.250000 Penalty: 4497.770508
	Iteration 4Q: 3 clusters Score -1300998 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1301234.375000 Penalty: 4497.770508
	Iteration 5Q: 3 clusters Score -1301234 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1301424.000000 Penalty: 4497.770508
	Iteration 6Q: 3 clusters Score -1301424 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1301603.625000 Penalty: 4497.770508
	Iteration 7Q: 3 clusters Score -1301604 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1301753.250000 Penalty: 4497.770508
	Iteration 8Q: 3 clusters Score -1301753 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1301885.750000 Penalty: 4497.770508
	Iteration 9Q: 3 clusters Score -1301886 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1301998.375000 Penalty: 4497.770508
	Iteration 10Q: 3 clusters Score -1301998 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1302112.750000 Penalty: 4497.770508
	Iteration 11Q: 3 clusters Score -1302113 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1302258.250000 Penalty: 4497.770508
	Iteration 12Q: 3 clusters Score -1302258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1302384.500000 Penalty: 4497.770508
	Iteration 13Q: 3 clusters Score -1302384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1302520.125000 Penalty: 4497.770508
	Iteration 14Q: 3 clusters Score -1302520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1302637.000000 Penalty: 4497.770508
	Iteration 15Q: 3 clusters Score -1302637 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1302754.500000 Penalty: 4497.770508
	Iteration 16Q: 3 clusters Score -1302754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1302841.625000 Penalty: 4497.770508
	Iteration 17Q: 3 clusters Score -1302842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1302903.250000 Penalty: 4497.770508
	Iteration 18Q: 3 clusters Score -1302903 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1302950.375000 Penalty: 4497.770508
	Iteration 19Q: 3 clusters Score -1302950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1302988.500000 Penalty: 4497.770508
	Iteration 20F: 3 clusters Score -1302988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1303008.500000 Penalty: 4497.770508
	Iteration 21Q: 3 clusters Score -1303008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1303027.250000 Penalty: 4497.770508
	Iteration 22Q: 3 clusters Score -1303027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1303045.250000 Penalty: 4497.770508
	Iteration 23Q: 3 clusters Score -1303045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1303068.250000 Penalty: 4497.770508
	Iteration 24Q: 3 clusters Score -1303068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1303085.000000 Penalty: 4497.770508
	Iteration 25Q: 3 clusters Score -1303085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1303097.625000 Penalty: 4497.770508
	Iteration 26Q: 3 clusters Score -1303098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1303104.500000 Penalty: 4497.770508
	Iteration 27Q: 3 clusters Score -1303104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1303110.625000 Penalty: 4497.770508
	Iteration 28Q: 3 clusters Score -1303111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1303116.750000 Penalty: 4497.770508
	Iteration 29Q: 3 clusters Score -1303117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1303122.125000 Penalty: 4497.770508
	Iteration 30Q: 3 clusters Score -1303122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1303125.125000 Penalty: 4497.770508
	Iteration 31Q: 3 clusters Score -1303125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1303129.625000 Penalty: 4497.770508
	Iteration 32Q: 3 clusters Score -1303130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1303130.125000 Penalty: 4497.770508
	Iteration 33Q: 3 clusters Score -1303130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1303130.375000 Penalty: 4497.770508
	Iteration 34Q: 3 clusters Score -1303130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1303130.375000 Penalty: 4497.770508
	Iteration 35F: 3 clusters Score -1303130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -373755.125000 Penalty: 1943.321777
	Iteration 0F: 2 clusters Score -373755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -370766.218750 Penalty: 3886.643555
	Iteration 0F: 3 clusters Score -370766.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -371341.562500 Penalty: 3886.643555
	Iteration 1F: 3 clusters Score -371341.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -371473.906250 Penalty: 3886.643555
	Iteration 2F: 3 clusters Score -371473.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -371564.718750 Penalty: 3886.643555
	Iteration 3Q: 3 clusters Score -371564.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -371633.968750 Penalty: 3886.643555
	Iteration 4Q: 3 clusters Score -371634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -371673.906250 Penalty: 3886.643555
	Iteration 5Q: 3 clusters Score -371673.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -371712.156250 Penalty: 3886.643555
	Iteration 6Q: 3 clusters Score -371712.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -371743.718750 Penalty: 3886.643555
	Iteration 7Q: 3 clusters Score -371743.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -371778.812500 Penalty: 3886.643555
	Iteration 8Q: 3 clusters Score -371778.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -371810.781250 Penalty: 3886.643555
	Iteration 9Q: 3 clusters Score -371810.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -371836.406250 Penalty: 3886.643555
	Iteration 10Q: 3 clusters Score -371836.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -371864.875000 Penalty: 3886.643555
	Iteration 11Q: 3 clusters Score -371864.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -371898.187500 Penalty: 3886.643555
	Iteration 12Q: 3 clusters Score -371898.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -371927.031250 Penalty: 3886.643555
	Iteration 13Q: 3 clusters Score -371927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -371956.437500 Penalty: 3886.643555
	Iteration 14Q: 3 clusters Score -371956.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -371981.000000 Penalty: 3886.643555
	Iteration 15Q: 3 clusters Score -371981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -372009.500000 Penalty: 3886.643555
	Iteration 16Q: 3 clusters Score -372009.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -372043.062500 Penalty: 3886.643555
	Iteration 17Q: 3 clusters Score -372043.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -372076.531250 Penalty: 3886.643555
	Iteration 18Q: 3 clusters Score -372076.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -372108.968750 Penalty: 3886.643555
	Iteration 19Q: 3 clusters Score -372109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -372141.656250 Penalty: 3886.643555
	Iteration 20F: 3 clusters Score -372141.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -372178.937500 Penalty: 3886.643555
	Iteration 21Q: 3 clusters Score -372178.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -372209.843750 Penalty: 3886.643555
	Iteration 22Q: 3 clusters Score -372209.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -372238.000000 Penalty: 3886.643555
	Iteration 23Q: 3 clusters Score -372238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -372262.718750 Penalty: 3886.643555
	Iteration 24Q: 3 clusters Score -372262.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -372282.343750 Penalty: 3886.643555
	Iteration 25Q: 3 clusters Score -372282.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -372297.531250 Penalty: 3886.643555
	Iteration 26Q: 3 clusters Score -372297.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -372312.343750 Penalty: 3886.643555
	Iteration 27Q: 3 clusters Score -372312.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -372331.281250 Penalty: 3886.643555
	Iteration 28Q: 3 clusters Score -372331.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -372352.843750 Penalty: 3886.643555
	Iteration 29Q: 3 clusters Score -372352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -372379.437500 Penalty: 3886.643555
	Iteration 30Q: 3 clusters Score -372379.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -372407.906250 Penalty: 3886.643555
	Iteration 31Q: 3 clusters Score -372407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -372428.906250 Penalty: 3886.643555
	Iteration 32Q: 3 clusters Score -372428.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -372444.343750 Penalty: 3886.643555
	Iteration 33Q: 3 clusters Score -372444.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -372463.687500 Penalty: 3886.643555
	Iteration 34Q: 3 clusters Score -372463.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -372508.218750 Penalty: 3886.643555
	Iteration 35Q: 3 clusters Score -372508.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -372548.656250 Penalty: 3886.643555
	Iteration 36Q: 3 clusters Score -372548.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -372572.031250 Penalty: 3886.643555
	Iteration 37Q: 3 clusters Score -372572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -372601.937500 Penalty: 3886.643555
	Iteration 38Q: 3 clusters Score -372601.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -372626.437500 Penalty: 3886.643555
	Iteration 39Q: 3 clusters Score -372626.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -372649.218750 Penalty: 3886.643555
	Iteration 40F: 3 clusters Score -372649.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -372684.593750 Penalty: 3886.643555
	Iteration 41Q: 3 clusters Score -372684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -372731.562500 Penalty: 3886.643555
	Iteration 42Q: 3 clusters Score -372731.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -372788.375000 Penalty: 3886.643555
	Iteration 43Q: 3 clusters Score -372788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -372825.250000 Penalty: 3886.643555
	Iteration 44Q: 3 clusters Score -372825.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -372845.250000 Penalty: 3886.643555
	Iteration 45Q: 3 clusters Score -372845.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -372857.531250 Penalty: 3886.643555
	Iteration 46Q: 3 clusters Score -372857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -372863.656250 Penalty: 3886.643555
	Iteration 47Q: 3 clusters Score -372863.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -372868.625000 Penalty: 3886.643555
	Iteration 48Q: 3 clusters Score -372868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -372869.406250 Penalty: 3886.643555
	Iteration 49Q: 3 clusters Score -372869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -372869.937500 Penalty: 3886.643555
	Iteration 50Q: 3 clusters Score -372869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -372869.937500 Penalty: 3886.643555
	Iteration 51F: 3 clusters Score -372869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -2295141.500000 Penalty: 2379.996094
	Iteration 0F: 2 clusters Score -2295142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2284569.750000 Penalty: 4759.992188
	Iteration 0F: 3 clusters Score -2284570 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2287901.250000 Penalty: 4759.992188
	Iteration 1F: 3 clusters Score -2287901 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2288268.750000 Penalty: 4759.992188
	Iteration 2F: 3 clusters Score -2288269 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2288571.000000 Penalty: 4759.992188
	Iteration 3Q: 3 clusters Score -2288571 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2288837.250000 Penalty: 4759.992188
	Iteration 4Q: 3 clusters Score -2288837 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2289091.000000 Penalty: 4759.992188
	Iteration 5Q: 3 clusters Score -2289091 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2289384.250000 Penalty: 4759.992188
	Iteration 6Q: 3 clusters Score -2289384 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2289699.750000 Penalty: 4759.992188
	Iteration 7Q: 3 clusters Score -2289700 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2290091.000000 Penalty: 4759.992188
	Iteration 8Q: 3 clusters Score -2290091 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2290531.500000 Penalty: 4759.992188
	Iteration 9Q: 3 clusters Score -2290532 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2291002.500000 Penalty: 4759.992188
	Iteration 10Q: 3 clusters Score -2291002 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2291479.250000 Penalty: 4759.992188
	Iteration 11Q: 3 clusters Score -2291479 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2291912.000000 Penalty: 4759.992188
	Iteration 12Q: 3 clusters Score -2291912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2292322.000000 Penalty: 4759.992188
	Iteration 13Q: 3 clusters Score -2292322 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2292720.250000 Penalty: 4759.992188
	Iteration 14Q: 3 clusters Score -2292720 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2293129.500000 Penalty: 4759.992188
	Iteration 15Q: 3 clusters Score -2293130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2293471.750000 Penalty: 4759.992188
	Iteration 16Q: 3 clusters Score -2293472 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2293792.750000 Penalty: 4759.992188
	Iteration 17Q: 3 clusters Score -2293793 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2294064.000000 Penalty: 4759.992188
	Iteration 18Q: 3 clusters Score -2294064 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2294281.500000 Penalty: 4759.992188
	Iteration 19Q: 3 clusters Score -2294282 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2294449.250000 Penalty: 4759.992188
	Iteration 20F: 3 clusters Score -2294449 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2294608.250000 Penalty: 4759.992188
	Iteration 21Q: 3 clusters Score -2294608 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2294718.750000 Penalty: 4759.992188
	Iteration 22Q: 3 clusters Score -2294719 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2294785.250000 Penalty: 4759.992188
	Iteration 23Q: 3 clusters Score -2294785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2294829.000000 Penalty: 4759.992188
	Iteration 24Q: 3 clusters Score -2294829 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2294849.000000 Penalty: 4759.992188
	Iteration 25Q: 3 clusters Score -2294849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2294862.500000 Penalty: 4759.992188
	Iteration 26Q: 3 clusters Score -2294862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2294876.500000 Penalty: 4759.992188
	Iteration 27Q: 3 clusters Score -2294876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2294880.000000 Penalty: 4759.992188
	Iteration 28Q: 3 clusters Score -2294880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2294888.750000 Penalty: 4759.992188
	Iteration 29Q: 3 clusters Score -2294889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2294891.750000 Penalty: 4759.992188
	Iteration 30Q: 3 clusters Score -2294892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2294895.500000 Penalty: 4759.992188
	Iteration 31Q: 3 clusters Score -2294896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2294898.000000 Penalty: 4759.992188
	Iteration 32Q: 3 clusters Score -2294898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2294899.500000 Penalty: 4759.992188
	Iteration 33Q: 3 clusters Score -2294900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2294893.750000 Penalty: 4759.992188
	Iteration 34Q: 3 clusters Score -2294894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2294894.250000 Penalty: 4759.992188
	Iteration 35Q: 3 clusters Score -2294894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2294900.250000 Penalty: 4759.992188
	Iteration 36Q: 3 clusters Score -2294900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2294898.000000 Penalty: 4759.992188
	Iteration 37Q: 3 clusters Score -2294898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2294897.500000 Penalty: 4759.992188
	Iteration 38Q: 3 clusters Score -2294898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2294898.000000 Penalty: 4759.992188
	Iteration 39Q: 3 clusters Score -2294898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2294898.000000 Penalty: 4759.992188
	Iteration 40F: 3 clusters Score -2294898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2294892.750000 Penalty: 4759.992188
	Iteration 41Q: 3 clusters Score -2294893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2294894.000000 Penalty: 4759.992188
	Iteration 42Q: 3 clusters Score -2294894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2294897.250000 Penalty: 4759.992188
	Iteration 43Q: 3 clusters Score -2294897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2294900.250000 Penalty: 4759.992188
	Iteration 44Q: 3 clusters Score -2294900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2294901.250000 Penalty: 4759.992188
	Iteration 45Q: 3 clusters Score -2294901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2294901.250000 Penalty: 4759.992188
	Iteration 46F: 3 clusters Score -2294901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (21695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Entering Unmasked Estep 
Score: -3221571.250000 Penalty: 2476.239746
	Iteration 0F: 2 clusters Score -3221571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -3206448.500000 Penalty: 4952.479492
	Iteration 0F: 3 clusters Score -3206448 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3211975.250000 Penalty: 4952.479492
	Iteration 1F: 3 clusters Score -3211975 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3212626.750000 Penalty: 4952.479492
	Iteration 2F: 3 clusters Score -3212627 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3213231.250000 Penalty: 4952.479492
	Iteration 3F: 3 clusters Score -3213231 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3213825.500000 Penalty: 4952.479492
	Iteration 4F: 3 clusters Score -3213826 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3214432.500000 Penalty: 4952.479492
	Iteration 5Q: 3 clusters Score -3214432 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3215022.750000 Penalty: 4952.479492
	Iteration 6Q: 3 clusters Score -3215023 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3215599.000000 Penalty: 4952.479492
	Iteration 7Q: 3 clusters Score -3215599 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3216199.250000 Penalty: 4952.479492
	Iteration 8Q: 3 clusters Score -3216199 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3216789.750000 Penalty: 4952.479492
	Iteration 9Q: 3 clusters Score -3216790 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3217375.000000 Penalty: 4952.479492
	Iteration 10Q: 3 clusters Score -3217375 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3217906.000000 Penalty: 4952.479492
	Iteration 11Q: 3 clusters Score -3217906 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3218342.000000 Penalty: 4952.479492
	Iteration 12Q: 3 clusters Score -3218342 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3218674.000000 Penalty: 4952.479492
	Iteration 13Q: 3 clusters Score -3218674 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3218921.000000 Penalty: 4952.479492
	Iteration 14Q: 3 clusters Score -3218921 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3219153.000000 Penalty: 4952.479492
	Iteration 15Q: 3 clusters Score -3219153 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3219361.500000 Penalty: 4952.479492
	Iteration 16Q: 3 clusters Score -3219362 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3219568.000000 Penalty: 4952.479492
	Iteration 17Q: 3 clusters Score -3219568 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3219744.000000 Penalty: 4952.479492
	Iteration 18Q: 3 clusters Score -3219744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3219853.000000 Penalty: 4952.479492
	Iteration 19Q: 3 clusters Score -3219853 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3219915.250000 Penalty: 4952.479492
	Iteration 20F: 3 clusters Score -3219915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3219965.250000 Penalty: 4952.479492
	Iteration 21Q: 3 clusters Score -3219965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3219993.500000 Penalty: 4952.479492
	Iteration 22Q: 3 clusters Score -3219994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3220011.500000 Penalty: 4952.479492
	Iteration 23Q: 3 clusters Score -3220012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3220030.250000 Penalty: 4952.479492
	Iteration 24Q: 3 clusters Score -3220030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3220048.500000 Penalty: 4952.479492
	Iteration 25Q: 3 clusters Score -3220048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3220057.250000 Penalty: 4952.479492
	Iteration 26Q: 3 clusters Score -3220057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3220061.250000 Penalty: 4952.479492
	Iteration 27Q: 3 clusters Score -3220061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3220068.500000 Penalty: 4952.479492
	Iteration 28Q: 3 clusters Score -3220068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3220073.250000 Penalty: 4952.479492
	Iteration 29Q: 3 clusters Score -3220073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3220077.250000 Penalty: 4952.479492
	Iteration 30Q: 3 clusters Score -3220077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3220078.750000 Penalty: 4952.479492
	Iteration 31Q: 3 clusters Score -3220079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3220081.000000 Penalty: 4952.479492
	Iteration 32Q: 3 clusters Score -3220081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3220082.750000 Penalty: 4952.479492
	Iteration 33Q: 3 clusters Score -3220083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3220084.000000 Penalty: 4952.479492
	Iteration 34Q: 3 clusters Score -3220084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3220085.250000 Penalty: 4952.479492
	Iteration 35Q: 3 clusters Score -3220085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3220092.250000 Penalty: 4952.479492
	Iteration 36Q: 3 clusters Score -3220092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3220095.000000 Penalty: 4952.479492
	Iteration 37Q: 3 clusters Score -3220095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3220091.250000 Penalty: 4952.479492
	Iteration 38Q: 3 clusters Score -3220091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3220088.500000 Penalty: 4952.479492
	Iteration 39Q: 3 clusters Score -3220088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3220094.750000 Penalty: 4952.479492
	Iteration 40F: 3 clusters Score -3220095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3220096.250000 Penalty: 4952.479492
	Iteration 41Q: 3 clusters Score -3220096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3220097.000000 Penalty: 4952.479492
	Iteration 42Q: 3 clusters Score -3220097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3220099.500000 Penalty: 4952.479492
	Iteration 43Q: 3 clusters Score -3220100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3220102.500000 Penalty: 4952.479492
	Iteration 44Q: 3 clusters Score -3220102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3220098.250000 Penalty: 4952.479492
	Iteration 45Q: 3 clusters Score -3220098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3220098.250000 Penalty: 4952.479492
	Iteration 46Q: 3 clusters Score -3220098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3220095.250000 Penalty: 4952.479492
	Iteration 47Q: 3 clusters Score -3220095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3220103.500000 Penalty: 4952.479492
	Iteration 48Q: 3 clusters Score -3220104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3220105.750000 Penalty: 4952.479492
	Iteration 49Q: 3 clusters Score -3220106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3220103.500000 Penalty: 4952.479492
	Iteration 50Q: 3 clusters Score -3220104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3220105.250000 Penalty: 4952.479492
	Iteration 51Q: 3 clusters Score -3220105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3220105.250000 Penalty: 4952.479492
	Iteration 52F: 3 clusters Score -3220105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Entering Unmasked Estep 
Score: -1129639.500000 Penalty: 2205.299561
	Iteration 0F: 2 clusters Score -1129640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1123653.125000 Penalty: 4410.599121
	Iteration 0F: 3 clusters Score -1123653 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1125245.625000 Penalty: 4410.599121
	Iteration 1F: 3 clusters Score -1125246 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1125493.875000 Penalty: 4410.599121
	Iteration 2F: 3 clusters Score -1125494 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1125646.625000 Penalty: 4410.599121
	Iteration 3F: 3 clusters Score -1125647 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1125756.750000 Penalty: 4410.599121
	Iteration 4Q: 3 clusters Score -1125757 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1125853.250000 Penalty: 4410.599121
	Iteration 5Q: 3 clusters Score -1125853 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1125941.000000 Penalty: 4410.599121
	Iteration 6Q: 3 clusters Score -1125941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1126025.625000 Penalty: 4410.599121
	Iteration 7Q: 3 clusters Score -1126026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1126102.000000 Penalty: 4410.599121
	Iteration 8Q: 3 clusters Score -1126102 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1126192.125000 Penalty: 4410.599121
	Iteration 9Q: 3 clusters Score -1126192 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1126303.125000 Penalty: 4410.599121
	Iteration 10Q: 3 clusters Score -1126303 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1126429.125000 Penalty: 4410.599121
	Iteration 11Q: 3 clusters Score -1126429 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1126573.875000 Penalty: 4410.599121
	Iteration 12Q: 3 clusters Score -1126574 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1126760.250000 Penalty: 4410.599121
	Iteration 13Q: 3 clusters Score -1126760 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1126990.250000 Penalty: 4410.599121
	Iteration 14Q: 3 clusters Score -1126990 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1127199.875000 Penalty: 4410.599121
	Iteration 15Q: 3 clusters Score -1127200 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1127342.250000 Penalty: 4410.599121
	Iteration 16Q: 3 clusters Score -1127342 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1127460.250000 Penalty: 4410.599121
	Iteration 17Q: 3 clusters Score -1127460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1127535.750000 Penalty: 4410.599121
	Iteration 18Q: 3 clusters Score -1127536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1127581.875000 Penalty: 4410.599121
	Iteration 19Q: 3 clusters Score -1127582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1127609.500000 Penalty: 4410.599121
	Iteration 20F: 3 clusters Score -1127610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1127623.875000 Penalty: 4410.599121
	Iteration 21Q: 3 clusters Score -1127624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1127642.125000 Penalty: 4410.599121
	Iteration 22Q: 3 clusters Score -1127642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1127658.875000 Penalty: 4410.599121
	Iteration 23Q: 3 clusters Score -1127659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1127664.625000 Penalty: 4410.599121
	Iteration 24Q: 3 clusters Score -1127665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1127670.750000 Penalty: 4410.599121
	Iteration 25Q: 3 clusters Score -1127671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1127673.750000 Penalty: 4410.599121
	Iteration 26Q: 3 clusters Score -1127674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1127677.125000 Penalty: 4410.599121
	Iteration 27Q: 3 clusters Score -1127677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1127679.250000 Penalty: 4410.599121
	Iteration 28Q: 3 clusters Score -1127679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1127681.625000 Penalty: 4410.599121
	Iteration 29Q: 3 clusters Score -1127682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1127683.500000 Penalty: 4410.599121
	Iteration 30Q: 3 clusters Score -1127684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1127687.125000 Penalty: 4410.599121
	Iteration 31Q: 3 clusters Score -1127687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1127691.875000 Penalty: 4410.599121
	Iteration 32Q: 3 clusters Score -1127692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1127691.375000 Penalty: 4410.599121
	Iteration 33Q: 3 clusters Score -1127691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1127691.500000 Penalty: 4410.599121
	Iteration 34Q: 3 clusters Score -1127692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1127692.375000 Penalty: 4410.599121
	Iteration 35Q: 3 clusters Score -1127692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1127692.625000 Penalty: 4410.599121
	Iteration 36Q: 3 clusters Score -1127693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1127692.125000 Penalty: 4410.599121
	Iteration 37Q: 3 clusters Score -1127692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1127692.125000 Penalty: 4410.599121
	Iteration 38F: 3 clusters Score -1127692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Entering Unmasked Estep 
Score: -1505977.750000 Penalty: 2275.662842
	Iteration 0F: 2 clusters Score -1505978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1498524.625000 Penalty: 4551.325684
	Iteration 0F: 3 clusters Score -1498525 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1500732.625000 Penalty: 4551.325684
	Iteration 1F: 3 clusters Score -1500733 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1501132.500000 Penalty: 4551.325684
	Iteration 2F: 3 clusters Score -1501132 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1501506.000000 Penalty: 4551.325684
	Iteration 3F: 3 clusters Score -1501506 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1501855.500000 Penalty: 4551.325684
	Iteration 4F: 3 clusters Score -1501856 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1502160.125000 Penalty: 4551.325684
	Iteration 5F: 3 clusters Score -1502160 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1502420.500000 Penalty: 4551.325684
	Iteration 6Q: 3 clusters Score -1502420 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1502647.375000 Penalty: 4551.325684
	Iteration 7Q: 3 clusters Score -1502647 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1502829.125000 Penalty: 4551.325684
	Iteration 8Q: 3 clusters Score -1502829 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1502965.000000 Penalty: 4551.325684
	Iteration 9Q: 3 clusters Score -1502965 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1503057.375000 Penalty: 4551.325684
	Iteration 10Q: 3 clusters Score -1503057 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1503121.750000 Penalty: 4551.325684
	Iteration 11Q: 3 clusters Score -1503122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1503158.500000 Penalty: 4551.325684
	Iteration 12Q: 3 clusters Score -1503158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1503192.375000 Penalty: 4551.325684
	Iteration 13Q: 3 clusters Score -1503192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1503213.125000 Penalty: 4551.325684
	Iteration 14Q: 3 clusters Score -1503213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1503233.250000 Penalty: 4551.325684
	Iteration 15Q: 3 clusters Score -1503233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1503245.375000 Penalty: 4551.325684
	Iteration 16Q: 3 clusters Score -1503245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1503259.125000 Penalty: 4551.325684
	Iteration 17Q: 3 clusters Score -1503259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1503269.250000 Penalty: 4551.325684
	Iteration 18Q: 3 clusters Score -1503269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1503277.375000 Penalty: 4551.325684
	Iteration 19Q: 3 clusters Score -1503277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1503282.000000 Penalty: 4551.325684
	Iteration 20F: 3 clusters Score -1503282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1503282.625000 Penalty: 4551.325684
	Iteration 21Q: 3 clusters Score -1503283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1503285.625000 Penalty: 4551.325684
	Iteration 22Q: 3 clusters Score -1503286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1503289.625000 Penalty: 4551.325684
	Iteration 23Q: 3 clusters Score -1503290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1503292.250000 Penalty: 4551.325684
	Iteration 24Q: 3 clusters Score -1503292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1503295.625000 Penalty: 4551.325684
	Iteration 25Q: 3 clusters Score -1503296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1503301.625000 Penalty: 4551.325684
	Iteration 26Q: 3 clusters Score -1503302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1503303.250000 Penalty: 4551.325684
	Iteration 27Q: 3 clusters Score -1503303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1503307.500000 Penalty: 4551.325684
	Iteration 28Q: 3 clusters Score -1503308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1503316.125000 Penalty: 4551.325684
	Iteration 29Q: 3 clusters Score -1503316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1503316.500000 Penalty: 4551.325684
	Iteration 30Q: 3 clusters Score -1503316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1503316.750000 Penalty: 4551.325684
	Iteration 31Q: 3 clusters Score -1503317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1503320.875000 Penalty: 4551.325684
	Iteration 32Q: 3 clusters Score -1503321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1503319.625000 Penalty: 4551.325684
	Iteration 33Q: 3 clusters Score -1503320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1503318.750000 Penalty: 4551.325684
	Iteration 34Q: 3 clusters Score -1503319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1503320.875000 Penalty: 4551.325684
	Iteration 35Q: 3 clusters Score -1503321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1503319.750000 Penalty: 4551.325684
	Iteration 36Q: 3 clusters Score -1503320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1503319.750000 Penalty: 4551.325684
	Iteration 37F: 3 clusters Score -1503320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -1331358.750000 Penalty: 2247.422607
	Iteration 0F: 2 clusters Score -1331359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1324552.125000 Penalty: 4494.845215
	Iteration 0F: 3 clusters Score -1324552 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1326479.625000 Penalty: 4494.845215
	Iteration 1F: 3 clusters Score -1326480 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1326811.500000 Penalty: 4494.845215
	Iteration 2F: 3 clusters Score -1326812 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1327058.875000 Penalty: 4494.845215
	Iteration 3Q: 3 clusters Score -1327059 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1327303.875000 Penalty: 4494.845215
	Iteration 4Q: 3 clusters Score -1327304 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1327563.750000 Penalty: 4494.845215
	Iteration 5Q: 3 clusters Score -1327564 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1327855.625000 Penalty: 4494.845215
	Iteration 6Q: 3 clusters Score -1327856 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1328137.625000 Penalty: 4494.845215
	Iteration 7Q: 3 clusters Score -1328138 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1328392.750000 Penalty: 4494.845215
	Iteration 8Q: 3 clusters Score -1328393 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1328599.500000 Penalty: 4494.845215
	Iteration 9Q: 3 clusters Score -1328600 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1328770.875000 Penalty: 4494.845215
	Iteration 10Q: 3 clusters Score -1328771 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1328891.250000 Penalty: 4494.845215
	Iteration 11Q: 3 clusters Score -1328891 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1328982.000000 Penalty: 4494.845215
	Iteration 12Q: 3 clusters Score -1328982 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1329056.625000 Penalty: 4494.845215
	Iteration 13Q: 3 clusters Score -1329057 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1329125.500000 Penalty: 4494.845215
	Iteration 14Q: 3 clusters Score -1329126 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1329189.250000 Penalty: 4494.845215
	Iteration 15Q: 3 clusters Score -1329189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1329247.625000 Penalty: 4494.845215
	Iteration 16Q: 3 clusters Score -1329248 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1329305.125000 Penalty: 4494.845215
	Iteration 17Q: 3 clusters Score -1329305 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1329359.000000 Penalty: 4494.845215
	Iteration 18Q: 3 clusters Score -1329359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1329410.250000 Penalty: 4494.845215
	Iteration 19Q: 3 clusters Score -1329410 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1329449.750000 Penalty: 4494.845215
	Iteration 20F: 3 clusters Score -1329450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1329478.000000 Penalty: 4494.845215
	Iteration 21Q: 3 clusters Score -1329478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1329513.875000 Penalty: 4494.845215
	Iteration 22Q: 3 clusters Score -1329514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1329533.875000 Penalty: 4494.845215
	Iteration 23Q: 3 clusters Score -1329534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1329553.625000 Penalty: 4494.845215
	Iteration 24Q: 3 clusters Score -1329554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1329568.125000 Penalty: 4494.845215
	Iteration 25Q: 3 clusters Score -1329568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1329584.750000 Penalty: 4494.845215
	Iteration 26Q: 3 clusters Score -1329585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1329597.500000 Penalty: 4494.845215
	Iteration 27Q: 3 clusters Score -1329598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1329612.500000 Penalty: 4494.845215
	Iteration 28Q: 3 clusters Score -1329612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1329627.000000 Penalty: 4494.845215
	Iteration 29Q: 3 clusters Score -1329627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1329637.750000 Penalty: 4494.845215
	Iteration 30Q: 3 clusters Score -1329638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1329650.875000 Penalty: 4494.845215
	Iteration 31Q: 3 clusters Score -1329651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1329663.250000 Penalty: 4494.845215
	Iteration 32Q: 3 clusters Score -1329663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1329673.875000 Penalty: 4494.845215
	Iteration 33Q: 3 clusters Score -1329674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1329690.250000 Penalty: 4494.845215
	Iteration 34Q: 3 clusters Score -1329690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1329710.375000 Penalty: 4494.845215
	Iteration 35Q: 3 clusters Score -1329710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1329728.875000 Penalty: 4494.845215
	Iteration 36Q: 3 clusters Score -1329729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1329751.375000 Penalty: 4494.845215
	Iteration 37Q: 3 clusters Score -1329751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1329769.000000 Penalty: 4494.845215
	Iteration 38Q: 3 clusters Score -1329769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1329800.125000 Penalty: 4494.845215
	Iteration 39Q: 3 clusters Score -1329800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1329821.750000 Penalty: 4494.845215
	Iteration 40F: 3 clusters Score -1329822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1329846.625000 Penalty: 4494.845215
	Iteration 41Q: 3 clusters Score -1329847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1329868.125000 Penalty: 4494.845215
	Iteration 42Q: 3 clusters Score -1329868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1329882.375000 Penalty: 4494.845215
	Iteration 43Q: 3 clusters Score -1329882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1329901.000000 Penalty: 4494.845215
	Iteration 44Q: 3 clusters Score -1329901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1329913.375000 Penalty: 4494.845215
	Iteration 45Q: 3 clusters Score -1329913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1329926.625000 Penalty: 4494.845215
	Iteration 46Q: 3 clusters Score -1329927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1329936.375000 Penalty: 4494.845215
	Iteration 47Q: 3 clusters Score -1329936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1329945.125000 Penalty: 4494.845215
	Iteration 48Q: 3 clusters Score -1329945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1329952.375000 Penalty: 4494.845215
	Iteration 49Q: 3 clusters Score -1329952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1329956.125000 Penalty: 4494.845215
	Iteration 50Q: 3 clusters Score -1329956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1329963.000000 Penalty: 4494.845215
	Iteration 51Q: 3 clusters Score -1329963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1329968.875000 Penalty: 4494.845215
	Iteration 52Q: 3 clusters Score -1329969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1329972.625000 Penalty: 4494.845215
	Iteration 53Q: 3 clusters Score -1329973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1329972.625000 Penalty: 4494.845215
	Iteration 54Q: 3 clusters Score -1329973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1329974.625000 Penalty: 4494.845215
	Iteration 55Q: 3 clusters Score -1329975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1329979.875000 Penalty: 4494.845215
	Iteration 56Q: 3 clusters Score -1329980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1329978.750000 Penalty: 4494.845215
	Iteration 57Q: 3 clusters Score -1329979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1329979.625000 Penalty: 4494.845215
	Iteration 58Q: 3 clusters Score -1329980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1329979.000000 Penalty: 4494.845215
	Iteration 59Q: 3 clusters Score -1329979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1329977.125000 Penalty: 4494.845215
	Iteration 60F: 3 clusters Score -1329977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1329978.375000 Penalty: 4494.845215
	Iteration 61Q: 3 clusters Score -1329978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1329979.125000 Penalty: 4494.845215
	Iteration 62Q: 3 clusters Score -1329979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1329978.625000 Penalty: 4494.845215
	Iteration 63Q: 3 clusters Score -1329979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1329979.500000 Penalty: 4494.845215
	Iteration 64Q: 3 clusters Score -1329980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1329979.750000 Penalty: 4494.845215
	Iteration 65Q: 3 clusters Score -1329980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1329981.375000 Penalty: 4494.845215
	Iteration 66Q: 3 clusters Score -1329981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1329981.375000 Penalty: 4494.845215
	Iteration 67F: 3 clusters Score -1329981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Entering Unmasked Estep 
Score: -705639.937500 Penalty: 2119.642822
	Iteration 0F: 2 clusters Score -705639.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -701155.875000 Penalty: 4239.285645
	Iteration 0F: 3 clusters Score -701155.9 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -702657.312500 Penalty: 4239.285645
	Iteration 1F: 3 clusters Score -702657.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -703082.250000 Penalty: 4239.285645
	Iteration 2F: 3 clusters Score -703082.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -703378.562500 Penalty: 4239.285645
	Iteration 3F: 3 clusters Score -703378.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -703611.312500 Penalty: 4239.285645
	Iteration 4F: 3 clusters Score -703611.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -703775.562500 Penalty: 4239.285645
	Iteration 5Q: 3 clusters Score -703775.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -703872.187500 Penalty: 4239.285645
	Iteration 6Q: 3 clusters Score -703872.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -703934.812500 Penalty: 4239.285645
	Iteration 7Q: 3 clusters Score -703934.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -703979.875000 Penalty: 4239.285645
	Iteration 8Q: 3 clusters Score -703979.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -704022.562500 Penalty: 4239.285645
	Iteration 9Q: 3 clusters Score -704022.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -704059.750000 Penalty: 4239.285645
	Iteration 10Q: 3 clusters Score -704059.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -704099.125000 Penalty: 4239.285645
	Iteration 11Q: 3 clusters Score -704099.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -704132.187500 Penalty: 4239.285645
	Iteration 12Q: 3 clusters Score -704132.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -704169.875000 Penalty: 4239.285645
	Iteration 13Q: 3 clusters Score -704169.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -704207.187500 Penalty: 4239.285645
	Iteration 14Q: 3 clusters Score -704207.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -704241.875000 Penalty: 4239.285645
	Iteration 15Q: 3 clusters Score -704241.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -704265.562500 Penalty: 4239.285645
	Iteration 16Q: 3 clusters Score -704265.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -704281.937500 Penalty: 4239.285645
	Iteration 17Q: 3 clusters Score -704281.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -704298.875000 Penalty: 4239.285645
	Iteration 18Q: 3 clusters Score -704298.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -704310.375000 Penalty: 4239.285645
	Iteration 19Q: 3 clusters Score -704310.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -704320.687500 Penalty: 4239.285645
	Iteration 20F: 3 clusters Score -704320.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -704339.125000 Penalty: 4239.285645
	Iteration 21Q: 3 clusters Score -704339.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -704352.250000 Penalty: 4239.285645
	Iteration 22Q: 3 clusters Score -704352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -704364.375000 Penalty: 4239.285645
	Iteration 23Q: 3 clusters Score -704364.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -704380.937500 Penalty: 4239.285645
	Iteration 24Q: 3 clusters Score -704380.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -704400.875000 Penalty: 4239.285645
	Iteration 25Q: 3 clusters Score -704400.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -704419.062500 Penalty: 4239.285645
	Iteration 26Q: 3 clusters Score -704419.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -704434.937500 Penalty: 4239.285645
	Iteration 27Q: 3 clusters Score -704434.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -704463.375000 Penalty: 4239.285645
	Iteration 28Q: 3 clusters Score -704463.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -704502.000000 Penalty: 4239.285645
	Iteration 29Q: 3 clusters Score -704502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -704536.812500 Penalty: 4239.285645
	Iteration 30Q: 3 clusters Score -704536.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -704577.625000 Penalty: 4239.285645
	Iteration 31Q: 3 clusters Score -704577.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -704628.437500 Penalty: 4239.285645
	Iteration 32Q: 3 clusters Score -704628.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -704685.312500 Penalty: 4239.285645
	Iteration 33Q: 3 clusters Score -704685.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -704746.062500 Penalty: 4239.285645
	Iteration 34Q: 3 clusters Score -704746.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -704793.750000 Penalty: 4239.285645
	Iteration 35Q: 3 clusters Score -704793.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -704834.562500 Penalty: 4239.285645
	Iteration 36Q: 3 clusters Score -704834.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -704885.625000 Penalty: 4239.285645
	Iteration 37Q: 3 clusters Score -704885.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -704934.062500 Penalty: 4239.285645
	Iteration 38Q: 3 clusters Score -704934.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -704976.500000 Penalty: 4239.285645
	Iteration 39Q: 3 clusters Score -704976.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -705014.562500 Penalty: 4239.285645
	Iteration 40F: 3 clusters Score -705014.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -705058.500000 Penalty: 4239.285645
	Iteration 41Q: 3 clusters Score -705058.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -705103.312500 Penalty: 4239.285645
	Iteration 42Q: 3 clusters Score -705103.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -705161.125000 Penalty: 4239.285645
	Iteration 43Q: 3 clusters Score -705161.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -705209.687500 Penalty: 4239.285645
	Iteration 44Q: 3 clusters Score -705209.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -705255.750000 Penalty: 4239.285645
	Iteration 45Q: 3 clusters Score -705255.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -705293.000000 Penalty: 4239.285645
	Iteration 46Q: 3 clusters Score -705293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -705329.875000 Penalty: 4239.285645
	Iteration 47Q: 3 clusters Score -705329.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -705364.375000 Penalty: 4239.285645
	Iteration 48Q: 3 clusters Score -705364.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -705403.687500 Penalty: 4239.285645
	Iteration 49Q: 3 clusters Score -705403.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -705427.875000 Penalty: 4239.285645
	Iteration 50Q: 3 clusters Score -705427.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -705442.875000 Penalty: 4239.285645
	Iteration 51Q: 3 clusters Score -705442.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -705450.062500 Penalty: 4239.285645
	Iteration 52Q: 3 clusters Score -705450.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -705456.250000 Penalty: 4239.285645
	Iteration 53Q: 3 clusters Score -705456.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -705462.750000 Penalty: 4239.285645
	Iteration 54Q: 3 clusters Score -705462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -705468.187500 Penalty: 4239.285645
	Iteration 55Q: 3 clusters Score -705468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -705473.500000 Penalty: 4239.285645
	Iteration 56Q: 3 clusters Score -705473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -705477.625000 Penalty: 4239.285645
	Iteration 57Q: 3 clusters Score -705477.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -705483.937500 Penalty: 4239.285645
	Iteration 58Q: 3 clusters Score -705483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -705483.750000 Penalty: 4239.285645
	Iteration 59Q: 3 clusters Score -705483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -705486.937500 Penalty: 4239.285645
	Iteration 60F: 3 clusters Score -705486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -705487.937500 Penalty: 4239.285645
	Iteration 61Q: 3 clusters Score -705487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -705487.875000 Penalty: 4239.285645
	Iteration 62Q: 3 clusters Score -705487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -705487.375000 Penalty: 4239.285645
	Iteration 63Q: 3 clusters Score -705487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -705487.375000 Penalty: 4239.285645
	Iteration 64F: 3 clusters Score -705487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -113463.968750 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -113464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111773.390625 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -111773.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112106.710938 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -112106.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112252.578125 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -112252.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112349.937500 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -112349.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112391.468750 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -112391.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112415.460938 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -112415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112450.625000 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -112450.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112486.367188 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -112486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112507.937500 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -112507.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112536.890625 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -112536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112555.437500 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -112555.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112579.007812 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -112579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112598.109375 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -112598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112605.859375 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -112605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112608.585938 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -112608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112617.093750 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -112617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112634.812500 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -112634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112650.492188 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -112650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112679.984375 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -112680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112700.898438 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -112700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112751.835938 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -112751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112804.992188 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -112805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112864.546875 Penalty: 3310.582520
	Iteration 22Q: 3 clusters Score -112864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112896.375000 Penalty: 3310.582520
	Iteration 23Q: 3 clusters Score -112896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112917.242188 Penalty: 3310.582520
	Iteration 24Q: 3 clusters Score -112917.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112941.609375 Penalty: 3310.582520
	Iteration 25Q: 3 clusters Score -112941.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112987.093750 Penalty: 3310.582520
	Iteration 26Q: 3 clusters Score -112987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113023.117188 Penalty: 3310.582520
	Iteration 27Q: 3 clusters Score -113023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -113047.687500 Penalty: 3310.582520
	Iteration 28Q: 3 clusters Score -113047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113072.265625 Penalty: 3310.582520
	Iteration 29Q: 3 clusters Score -113072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -113100.953125 Penalty: 3310.582520
	Iteration 30Q: 3 clusters Score -113101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113140.750000 Penalty: 3310.582520
	Iteration 31Q: 3 clusters Score -113140.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113194.804688 Penalty: 3310.582520
	Iteration 32Q: 3 clusters Score -113194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113270.296875 Penalty: 3310.582520
	Iteration 33Q: 3 clusters Score -113270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -113307.867188 Penalty: 3310.582520
	Iteration 34Q: 3 clusters Score -113307.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -113334.296875 Penalty: 3310.582520
	Iteration 35Q: 3 clusters Score -113334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113338.468750 Penalty: 3310.582520
	Iteration 36Q: 3 clusters Score -113338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113339.578125 Penalty: 3310.582520
	Iteration 37F: 3 clusters Score -113339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113344.109375 Penalty: 3310.582520
	Iteration 38Q: 3 clusters Score -113344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -113344.109375 Penalty: 3310.582520
	Iteration 39F: 3 clusters Score -113344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1809671.500000 Penalty: 2317.050537
	Iteration 0F: 2 clusters Score -1809672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1801058.000000 Penalty: 4634.101074
	Iteration 0F: 3 clusters Score -1801058 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1803626.875000 Penalty: 4634.101074
	Iteration 1F: 3 clusters Score -1803627 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1803939.125000 Penalty: 4634.101074
	Iteration 2F: 3 clusters Score -1803939 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1804153.750000 Penalty: 4634.101074
	Iteration 3Q: 3 clusters Score -1804154 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1804344.500000 Penalty: 4634.101074
	Iteration 4Q: 3 clusters Score -1804344 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1804497.625000 Penalty: 4634.101074
	Iteration 5Q: 3 clusters Score -1804498 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1804635.125000 Penalty: 4634.101074
	Iteration 6Q: 3 clusters Score -1804635 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1804795.125000 Penalty: 4634.101074
	Iteration 7Q: 3 clusters Score -1804795 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1804988.125000 Penalty: 4634.101074
	Iteration 8Q: 3 clusters Score -1804988 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1805204.375000 Penalty: 4634.101074
	Iteration 9Q: 3 clusters Score -1805204 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1805469.375000 Penalty: 4634.101074
	Iteration 10Q: 3 clusters Score -1805469 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1805732.750000 Penalty: 4634.101074
	Iteration 11Q: 3 clusters Score -1805733 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1806040.875000 Penalty: 4634.101074
	Iteration 12Q: 3 clusters Score -1806041 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1806381.750000 Penalty: 4634.101074
	Iteration 13Q: 3 clusters Score -1806382 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1806707.500000 Penalty: 4634.101074
	Iteration 14Q: 3 clusters Score -1806708 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1806999.000000 Penalty: 4634.101074
	Iteration 15Q: 3 clusters Score -1806999 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1807251.250000 Penalty: 4634.101074
	Iteration 16Q: 3 clusters Score -1807251 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1807454.625000 Penalty: 4634.101074
	Iteration 17Q: 3 clusters Score -1807455 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1807594.875000 Penalty: 4634.101074
	Iteration 18Q: 3 clusters Score -1807595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1807698.125000 Penalty: 4634.101074
	Iteration 19Q: 3 clusters Score -1807698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1807765.625000 Penalty: 4634.101074
	Iteration 20F: 3 clusters Score -1807766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1807846.250000 Penalty: 4634.101074
	Iteration 21Q: 3 clusters Score -1807846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1807895.375000 Penalty: 4634.101074
	Iteration 22Q: 3 clusters Score -1807895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1807925.750000 Penalty: 4634.101074
	Iteration 23Q: 3 clusters Score -1807926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1807946.875000 Penalty: 4634.101074
	Iteration 24Q: 3 clusters Score -1807947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1807955.250000 Penalty: 4634.101074
	Iteration 25Q: 3 clusters Score -1807955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1807965.500000 Penalty: 4634.101074
	Iteration 26Q: 3 clusters Score -1807966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1807982.500000 Penalty: 4634.101074
	Iteration 27Q: 3 clusters Score -1807982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1807998.625000 Penalty: 4634.101074
	Iteration 28Q: 3 clusters Score -1807999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1808005.375000 Penalty: 4634.101074
	Iteration 29Q: 3 clusters Score -1808005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1808017.000000 Penalty: 4634.101074
	Iteration 30Q: 3 clusters Score -1808017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1808021.375000 Penalty: 4634.101074
	Iteration 31Q: 3 clusters Score -1808021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1808028.625000 Penalty: 4634.101074
	Iteration 32Q: 3 clusters Score -1808029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1808036.750000 Penalty: 4634.101074
	Iteration 33Q: 3 clusters Score -1808037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1808044.625000 Penalty: 4634.101074
	Iteration 34Q: 3 clusters Score -1808045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1808043.375000 Penalty: 4634.101074
	Iteration 35Q: 3 clusters Score -1808043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1808044.000000 Penalty: 4634.101074
	Iteration 36Q: 3 clusters Score -1808044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1808044.500000 Penalty: 4634.101074
	Iteration 37Q: 3 clusters Score -1808044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1808046.000000 Penalty: 4634.101074
	Iteration 38Q: 3 clusters Score -1808046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1808046.000000 Penalty: 4634.101074
	Iteration 39F: 3 clusters Score -1808046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Entering Unmasked Estep 
Score: -1480566.750000 Penalty: 2289.488525
	Iteration 0F: 2 clusters Score -1480567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1472812.750000 Penalty: 4578.977051
	Iteration 0F: 3 clusters Score -1472813 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1475339.125000 Penalty: 4578.977051
	Iteration 1F: 3 clusters Score -1475339 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1475931.375000 Penalty: 4578.977051
	Iteration 2F: 3 clusters Score -1475931 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1476472.125000 Penalty: 4578.977051
	Iteration 3F: 3 clusters Score -1476472 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1476940.500000 Penalty: 4578.977051
	Iteration 4F: 3 clusters Score -1476940 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1477277.250000 Penalty: 4578.977051
	Iteration 5F: 3 clusters Score -1477277 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1477519.500000 Penalty: 4578.977051
	Iteration 6Q: 3 clusters Score -1477520 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1477700.250000 Penalty: 4578.977051
	Iteration 7Q: 3 clusters Score -1477700 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1477845.375000 Penalty: 4578.977051
	Iteration 8Q: 3 clusters Score -1477845 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1477956.625000 Penalty: 4578.977051
	Iteration 9Q: 3 clusters Score -1477957 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1478038.375000 Penalty: 4578.977051
	Iteration 10Q: 3 clusters Score -1478038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1478090.750000 Penalty: 4578.977051
	Iteration 11Q: 3 clusters Score -1478091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1478141.125000 Penalty: 4578.977051
	Iteration 12Q: 3 clusters Score -1478141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1478186.875000 Penalty: 4578.977051
	Iteration 13Q: 3 clusters Score -1478187 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1478230.625000 Penalty: 4578.977051
	Iteration 14Q: 3 clusters Score -1478231 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1478294.625000 Penalty: 4578.977051
	Iteration 15Q: 3 clusters Score -1478295 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1478361.625000 Penalty: 4578.977051
	Iteration 16Q: 3 clusters Score -1478362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1478434.750000 Penalty: 4578.977051
	Iteration 17Q: 3 clusters Score -1478435 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1478508.250000 Penalty: 4578.977051
	Iteration 18Q: 3 clusters Score -1478508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1478573.000000 Penalty: 4578.977051
	Iteration 19Q: 3 clusters Score -1478573 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1478629.375000 Penalty: 4578.977051
	Iteration 20F: 3 clusters Score -1478629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1478693.375000 Penalty: 4578.977051
	Iteration 21Q: 3 clusters Score -1478693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1478743.625000 Penalty: 4578.977051
	Iteration 22Q: 3 clusters Score -1478744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1478778.750000 Penalty: 4578.977051
	Iteration 23Q: 3 clusters Score -1478779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1478813.500000 Penalty: 4578.977051
	Iteration 24Q: 3 clusters Score -1478814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1478839.625000 Penalty: 4578.977051
	Iteration 25Q: 3 clusters Score -1478840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1478867.625000 Penalty: 4578.977051
	Iteration 26Q: 3 clusters Score -1478868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1478890.250000 Penalty: 4578.977051
	Iteration 27Q: 3 clusters Score -1478890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1478909.250000 Penalty: 4578.977051
	Iteration 28Q: 3 clusters Score -1478909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1478930.875000 Penalty: 4578.977051
	Iteration 29Q: 3 clusters Score -1478931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1478952.000000 Penalty: 4578.977051
	Iteration 30Q: 3 clusters Score -1478952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1478968.625000 Penalty: 4578.977051
	Iteration 31Q: 3 clusters Score -1478969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1478982.375000 Penalty: 4578.977051
	Iteration 32Q: 3 clusters Score -1478982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1478992.250000 Penalty: 4578.977051
	Iteration 33Q: 3 clusters Score -1478992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1479002.750000 Penalty: 4578.977051
	Iteration 34Q: 3 clusters Score -1479003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1479015.875000 Penalty: 4578.977051
	Iteration 35Q: 3 clusters Score -1479016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1479020.750000 Penalty: 4578.977051
	Iteration 36Q: 3 clusters Score -1479021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1479026.750000 Penalty: 4578.977051
	Iteration 37Q: 3 clusters Score -1479027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1479030.625000 Penalty: 4578.977051
	Iteration 38Q: 3 clusters Score -1479031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1479040.750000 Penalty: 4578.977051
	Iteration 39Q: 3 clusters Score -1479041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1479044.625000 Penalty: 4578.977051
	Iteration 40F: 3 clusters Score -1479045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1479045.875000 Penalty: 4578.977051
	Iteration 41Q: 3 clusters Score -1479046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1479048.125000 Penalty: 4578.977051
	Iteration 42Q: 3 clusters Score -1479048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1479048.500000 Penalty: 4578.977051
	Iteration 43Q: 3 clusters Score -1479048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1479053.000000 Penalty: 4578.977051
	Iteration 44Q: 3 clusters Score -1479053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1479053.875000 Penalty: 4578.977051
	Iteration 45Q: 3 clusters Score -1479054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1479053.500000 Penalty: 4578.977051
	Iteration 46Q: 3 clusters Score -1479054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1479054.500000 Penalty: 4578.977051
	Iteration 47Q: 3 clusters Score -1479054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1479057.875000 Penalty: 4578.977051
	Iteration 48Q: 3 clusters Score -1479058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1479056.625000 Penalty: 4578.977051
	Iteration 49Q: 3 clusters Score -1479057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1479056.375000 Penalty: 4578.977051
	Iteration 50Q: 3 clusters Score -1479056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1479057.000000 Penalty: 4578.977051
	Iteration 51Q: 3 clusters Score -1479057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1479057.000000 Penalty: 4578.977051
	Iteration 52F: 3 clusters Score -1479057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (13945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Entering Unmasked Estep 
Score: -2093454.000000 Penalty: 2366.633301
	Iteration 0F: 2 clusters Score -2093454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2083264.000000 Penalty: 4733.266602
	Iteration 0F: 3 clusters Score -2083264 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2086918.375000 Penalty: 4733.266602
	Iteration 1F: 3 clusters Score -2086918 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2087730.750000 Penalty: 4733.266602
	Iteration 2F: 3 clusters Score -2087731 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2088575.375000 Penalty: 4733.266602
	Iteration 3F: 3 clusters Score -2088575 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2089353.125000 Penalty: 4733.266602
	Iteration 4F: 3 clusters Score -2089353 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2090036.125000 Penalty: 4733.266602
	Iteration 5F: 3 clusters Score -2090036 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2090609.625000 Penalty: 4733.266602
	Iteration 6Q: 3 clusters Score -2090610 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2091051.625000 Penalty: 4733.266602
	Iteration 7Q: 3 clusters Score -2091052 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2091358.625000 Penalty: 4733.266602
	Iteration 8Q: 3 clusters Score -2091359 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2091535.000000 Penalty: 4733.266602
	Iteration 9Q: 3 clusters Score -2091535 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2091652.125000 Penalty: 4733.266602
	Iteration 10Q: 3 clusters Score -2091652 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2091736.875000 Penalty: 4733.266602
	Iteration 11Q: 3 clusters Score -2091737 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2091797.875000 Penalty: 4733.266602
	Iteration 12Q: 3 clusters Score -2091798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2091831.250000 Penalty: 4733.266602
	Iteration 13Q: 3 clusters Score -2091831 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2091874.125000 Penalty: 4733.266602
	Iteration 14Q: 3 clusters Score -2091874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2091903.125000 Penalty: 4733.266602
	Iteration 15Q: 3 clusters Score -2091903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2091939.375000 Penalty: 4733.266602
	Iteration 16Q: 3 clusters Score -2091939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2091960.375000 Penalty: 4733.266602
	Iteration 17Q: 3 clusters Score -2091960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2091972.250000 Penalty: 4733.266602
	Iteration 18Q: 3 clusters Score -2091972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2091988.375000 Penalty: 4733.266602
	Iteration 19Q: 3 clusters Score -2091988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2091992.000000 Penalty: 4733.266602
	Iteration 20F: 3 clusters Score -2091992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2091997.875000 Penalty: 4733.266602
	Iteration 21Q: 3 clusters Score -2091998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2092003.250000 Penalty: 4733.266602
	Iteration 22Q: 3 clusters Score -2092003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2092009.375000 Penalty: 4733.266602
	Iteration 23Q: 3 clusters Score -2092009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2092022.750000 Penalty: 4733.266602
	Iteration 24Q: 3 clusters Score -2092023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2092028.625000 Penalty: 4733.266602
	Iteration 25Q: 3 clusters Score -2092029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2092034.500000 Penalty: 4733.266602
	Iteration 26Q: 3 clusters Score -2092034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2092041.500000 Penalty: 4733.266602
	Iteration 27Q: 3 clusters Score -2092042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2092044.125000 Penalty: 4733.266602
	Iteration 28Q: 3 clusters Score -2092044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2092052.750000 Penalty: 4733.266602
	Iteration 29Q: 3 clusters Score -2092053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2092065.125000 Penalty: 4733.266602
	Iteration 30Q: 3 clusters Score -2092065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2092074.125000 Penalty: 4733.266602
	Iteration 31Q: 3 clusters Score -2092074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2092079.375000 Penalty: 4733.266602
	Iteration 32Q: 3 clusters Score -2092079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2092086.250000 Penalty: 4733.266602
	Iteration 33Q: 3 clusters Score -2092086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2092097.375000 Penalty: 4733.266602
	Iteration 34Q: 3 clusters Score -2092097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2092106.125000 Penalty: 4733.266602
	Iteration 35Q: 3 clusters Score -2092106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2092123.750000 Penalty: 4733.266602
	Iteration 36Q: 3 clusters Score -2092124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2092129.750000 Penalty: 4733.266602
	Iteration 37Q: 3 clusters Score -2092130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2092140.000000 Penalty: 4733.266602
	Iteration 38Q: 3 clusters Score -2092140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2092149.125000 Penalty: 4733.266602
	Iteration 39Q: 3 clusters Score -2092149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2092163.250000 Penalty: 4733.266602
	Iteration 40F: 3 clusters Score -2092163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2092172.000000 Penalty: 4733.266602
	Iteration 41Q: 3 clusters Score -2092172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2092180.125000 Penalty: 4733.266602
	Iteration 42Q: 3 clusters Score -2092180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2092186.375000 Penalty: 4733.266602
	Iteration 43Q: 3 clusters Score -2092186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2092185.375000 Penalty: 4733.266602
	Iteration 44Q: 3 clusters Score -2092185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2092199.000000 Penalty: 4733.266602
	Iteration 45Q: 3 clusters Score -2092199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2092199.750000 Penalty: 4733.266602
	Iteration 46Q: 3 clusters Score -2092200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2092208.875000 Penalty: 4733.266602
	Iteration 47Q: 3 clusters Score -2092209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2092213.875000 Penalty: 4733.266602
	Iteration 48Q: 3 clusters Score -2092214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2092215.500000 Penalty: 4733.266602
	Iteration 49Q: 3 clusters Score -2092216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2092219.500000 Penalty: 4733.266602
	Iteration 50Q: 3 clusters Score -2092220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2092220.750000 Penalty: 4733.266602
	Iteration 51Q: 3 clusters Score -2092221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2092229.000000 Penalty: 4733.266602
	Iteration 52Q: 3 clusters Score -2092229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2092232.375000 Penalty: 4733.266602
	Iteration 53Q: 3 clusters Score -2092232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2092231.250000 Penalty: 4733.266602
	Iteration 54Q: 3 clusters Score -2092231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2092236.875000 Penalty: 4733.266602
	Iteration 55Q: 3 clusters Score -2092237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2092248.000000 Penalty: 4733.266602
	Iteration 56Q: 3 clusters Score -2092248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2092258.250000 Penalty: 4733.266602
	Iteration 57Q: 3 clusters Score -2092258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2092268.000000 Penalty: 4733.266602
	Iteration 58Q: 3 clusters Score -2092268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2092283.250000 Penalty: 4733.266602
	Iteration 59Q: 3 clusters Score -2092283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2092299.875000 Penalty: 4733.266602
	Iteration 60F: 3 clusters Score -2092300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2092319.750000 Penalty: 4733.266602
	Iteration 61Q: 3 clusters Score -2092320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2092337.625000 Penalty: 4733.266602
	Iteration 62Q: 3 clusters Score -2092338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2092364.250000 Penalty: 4733.266602
	Iteration 63Q: 3 clusters Score -2092364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2092409.625000 Penalty: 4733.266602
	Iteration 64Q: 3 clusters Score -2092410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2092454.750000 Penalty: 4733.266602
	Iteration 65Q: 3 clusters Score -2092455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2092515.375000 Penalty: 4733.266602
	Iteration 66Q: 3 clusters Score -2092515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2092579.375000 Penalty: 4733.266602
	Iteration 67Q: 3 clusters Score -2092579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2092636.375000 Penalty: 4733.266602
	Iteration 68Q: 3 clusters Score -2092636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2092696.875000 Penalty: 4733.266602
	Iteration 69Q: 3 clusters Score -2092697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2092755.000000 Penalty: 4733.266602
	Iteration 70Q: 3 clusters Score -2092755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2092789.750000 Penalty: 4733.266602
	Iteration 71Q: 3 clusters Score -2092790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2092808.250000 Penalty: 4733.266602
	Iteration 72Q: 3 clusters Score -2092808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2092817.000000 Penalty: 4733.266602
	Iteration 73Q: 3 clusters Score -2092817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2092827.500000 Penalty: 4733.266602
	Iteration 74Q: 3 clusters Score -2092828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2092837.375000 Penalty: 4733.266602
	Iteration 75Q: 3 clusters Score -2092837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2092839.125000 Penalty: 4733.266602
	Iteration 76Q: 3 clusters Score -2092839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2092839.625000 Penalty: 4733.266602
	Iteration 77Q: 3 clusters Score -2092840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2092846.625000 Penalty: 4733.266602
	Iteration 78Q: 3 clusters Score -2092847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2092847.000000 Penalty: 4733.266602
	Iteration 79Q: 3 clusters Score -2092847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2092849.125000 Penalty: 4733.266602
	Iteration 80F: 3 clusters Score -2092849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2092849.750000 Penalty: 4733.266602
	Iteration 81Q: 3 clusters Score -2092850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2092851.000000 Penalty: 4733.266602
	Iteration 82Q: 3 clusters Score -2092851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2092853.000000 Penalty: 4733.266602
	Iteration 83Q: 3 clusters Score -2092853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2092852.750000 Penalty: 4733.266602
	Iteration 84Q: 3 clusters Score -2092853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2092856.375000 Penalty: 4733.266602
	Iteration 85Q: 3 clusters Score -2092856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2092858.625000 Penalty: 4733.266602
	Iteration 86Q: 3 clusters Score -2092859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2092862.125000 Penalty: 4733.266602
	Iteration 87Q: 3 clusters Score -2092862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2092866.250000 Penalty: 4733.266602
	Iteration 88Q: 3 clusters Score -2092866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2092863.125000 Penalty: 4733.266602
	Iteration 89Q: 3 clusters Score -2092863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2092864.250000 Penalty: 4733.266602
	Iteration 90Q: 3 clusters Score -2092864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2092864.250000 Penalty: 4733.266602
	Iteration 91F: 3 clusters Score -2092864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -550308.437500 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -550308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -546745.500000 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -546745.5 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -547482.375000 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -547482.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -547656.562500 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -547656.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -547781.125000 Penalty: 4043.633057
	Iteration 3F: 3 clusters Score -547781.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -547845.312500 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -547845.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -547897.750000 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -547897.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -547945.562500 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -547945.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -547986.000000 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -547986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -548019.937500 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -548019.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -548061.937500 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -548061.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -548096.812500 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -548096.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -548124.625000 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -548124.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -548155.437500 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -548155.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -548178.375000 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -548178.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -548193.750000 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -548193.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -548208.437500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -548208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -548218.312500 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -548218.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -548229.437500 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -548229.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -548236.312500 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -548236.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -548245.750000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -548245.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -548256.250000 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -548256.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -548263.562500 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -548263.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -548271.187500 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -548271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -548278.750000 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -548278.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -548288.875000 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -548288.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -548299.187500 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -548299.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -548309.750000 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -548309.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -548321.812500 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -548321.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -548331.937500 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -548331.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -548341.687500 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -548341.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -548349.625000 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -548349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -548353.937500 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -548353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -548357.437500 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -548357.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -548361.750000 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -548361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -548370.187500 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -548370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -548377.500000 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -548377.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -548386.625000 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -548386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -548393.812500 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -548393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -548401.625000 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -548401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -548408.125000 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -548408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -548412.875000 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -548412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -548416.562500 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -548416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -548419.250000 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -548419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -548421.187500 Penalty: 4043.633057
	Iteration 43Q: 3 clusters Score -548421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -548425.375000 Penalty: 4043.633057
	Iteration 44Q: 3 clusters Score -548425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -548429.437500 Penalty: 4043.633057
	Iteration 45Q: 3 clusters Score -548429.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -548434.750000 Penalty: 4043.633057
	Iteration 46Q: 3 clusters Score -548434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -548440.375000 Penalty: 4043.633057
	Iteration 47Q: 3 clusters Score -548440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -548441.687500 Penalty: 4043.633057
	Iteration 48Q: 3 clusters Score -548441.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -548445.937500 Penalty: 4043.633057
	Iteration 49Q: 3 clusters Score -548445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -548447.187500 Penalty: 4043.633057
	Iteration 50Q: 3 clusters Score -548447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -548447.500000 Penalty: 4043.633057
	Iteration 51Q: 3 clusters Score -548447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -548448.187500 Penalty: 4043.633057
	Iteration 52Q: 3 clusters Score -548448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -548449.250000 Penalty: 4043.633057
	Iteration 53Q: 3 clusters Score -548449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -548449.250000 Penalty: 4043.633057
	Iteration 54F: 3 clusters Score -548449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -371084.750000 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -371084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -368176.593750 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -368176.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -368705.093750 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -368705.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -368846.031250 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -368846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -368925.093750 Penalty: 3865.209961
	Iteration 3Q: 3 clusters Score -368925.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -368982.687500 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -368982.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -369015.031250 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -369015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -369043.468750 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -369043.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -369063.781250 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -369063.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -369086.437500 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -369086.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -369105.843750 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -369105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -369116.000000 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -369116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -369120.500000 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -369120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -369121.687500 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -369121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -369122.375000 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -369122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -369124.343750 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -369124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -369124.406250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -369124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -369124.406250 Penalty: 3865.209961
	Iteration 16F: 3 clusters Score -369124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -716764.187500 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -716764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -712533.062500 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -712533.1 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -713610.062500 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -713610.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -713887.750000 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -713887.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -714065.062500 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -714065.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -714202.562500 Penalty: 4179.165039
	Iteration 4Q: 3 clusters Score -714202.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -714333.125000 Penalty: 4179.165039
	Iteration 5Q: 3 clusters Score -714333.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -714442.937500 Penalty: 4179.165039
	Iteration 6Q: 3 clusters Score -714442.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -714531.000000 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -714531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -714615.500000 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -714615.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -714718.312500 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -714718.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -714840.812500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -714840.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -714959.187500 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -714959.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -715059.562500 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -715059.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -715139.375000 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -715139.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -715222.625000 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -715222.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -715293.375000 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -715293.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -715340.500000 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -715340.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -715372.500000 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -715372.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -715406.687500 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -715406.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -715434.812500 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -715434.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -715457.312500 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -715457.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -715470.000000 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -715470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -715485.000000 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -715485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -715502.625000 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -715502.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -715514.562500 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -715514.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -715523.875000 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -715523.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -715536.187500 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -715536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -715537.562500 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -715537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -715539.937500 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -715539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -715543.250000 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -715543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -715542.250000 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -715542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -715543.937500 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -715543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -715545.562500 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -715545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -715548.812500 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -715548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -715549.875000 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -715549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -715551.812500 Penalty: 4179.165039
	Iteration 35Q: 3 clusters Score -715551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -715553.187500 Penalty: 4179.165039
	Iteration 36Q: 3 clusters Score -715553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -715553.437500 Penalty: 4179.165039
	Iteration 37Q: 3 clusters Score -715553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -715555.250000 Penalty: 4179.165039
	Iteration 38Q: 3 clusters Score -715555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -715554.625000 Penalty: 4179.165039
	Iteration 39Q: 3 clusters Score -715554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -715555.500000 Penalty: 4179.165039
	Iteration 40F: 3 clusters Score -715555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -568533.250000 Penalty: 2035.029663
	Iteration 0F: 2 clusters Score -568533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -564911.812500 Penalty: 4070.059326
	Iteration 0F: 3 clusters Score -564911.8 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -565791.125000 Penalty: 4070.059326
	Iteration 1F: 3 clusters Score -565791.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -566005.812500 Penalty: 4070.059326
	Iteration 2F: 3 clusters Score -566005.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -566134.625000 Penalty: 4070.059326
	Iteration 3Q: 3 clusters Score -566134.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -566226.625000 Penalty: 4070.059326
	Iteration 4Q: 3 clusters Score -566226.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -566288.875000 Penalty: 4070.059326
	Iteration 5Q: 3 clusters Score -566288.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -566345.750000 Penalty: 4070.059326
	Iteration 6Q: 3 clusters Score -566345.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -566405.937500 Penalty: 4070.059326
	Iteration 7Q: 3 clusters Score -566405.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -566462.812500 Penalty: 4070.059326
	Iteration 8Q: 3 clusters Score -566462.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -566516.625000 Penalty: 4070.059326
	Iteration 9Q: 3 clusters Score -566516.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -566566.312500 Penalty: 4070.059326
	Iteration 10Q: 3 clusters Score -566566.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -566622.562500 Penalty: 4070.059326
	Iteration 11Q: 3 clusters Score -566622.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -566673.812500 Penalty: 4070.059326
	Iteration 12Q: 3 clusters Score -566673.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -566713.000000 Penalty: 4070.059326
	Iteration 13Q: 3 clusters Score -566713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -566756.187500 Penalty: 4070.059326
	Iteration 14Q: 3 clusters Score -566756.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -566801.250000 Penalty: 4070.059326
	Iteration 15Q: 3 clusters Score -566801.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -566832.812500 Penalty: 4070.059326
	Iteration 16Q: 3 clusters Score -566832.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -566856.312500 Penalty: 4070.059326
	Iteration 17Q: 3 clusters Score -566856.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -566873.437500 Penalty: 4070.059326
	Iteration 18Q: 3 clusters Score -566873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -566888.375000 Penalty: 4070.059326
	Iteration 19Q: 3 clusters Score -566888.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -566895.437500 Penalty: 4070.059326
	Iteration 20F: 3 clusters Score -566895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -566901.625000 Penalty: 4070.059326
	Iteration 21Q: 3 clusters Score -566901.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -566905.625000 Penalty: 4070.059326
	Iteration 22Q: 3 clusters Score -566905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -566909.312500 Penalty: 4070.059326
	Iteration 23Q: 3 clusters Score -566909.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -566914.000000 Penalty: 4070.059326
	Iteration 24Q: 3 clusters Score -566914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -566919.625000 Penalty: 4070.059326
	Iteration 25Q: 3 clusters Score -566919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -566922.562500 Penalty: 4070.059326
	Iteration 26Q: 3 clusters Score -566922.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -566923.812500 Penalty: 4070.059326
	Iteration 27Q: 3 clusters Score -566923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -566924.250000 Penalty: 4070.059326
	Iteration 28Q: 3 clusters Score -566924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -566924.250000 Penalty: 4070.059326
	Iteration 29F: 3 clusters Score -566924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -904215.062500 Penalty: 2157.933838
	Iteration 0F: 2 clusters Score -904215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -899006.375000 Penalty: 4315.867676
	Iteration 0F: 3 clusters Score -899006.4 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -900458.062500 Penalty: 4315.867676
	Iteration 1F: 3 clusters Score -900458.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -900883.000000 Penalty: 4315.867676
	Iteration 2F: 3 clusters Score -900883 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -901275.500000 Penalty: 4315.867676
	Iteration 3F: 3 clusters Score -901275.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -901667.375000 Penalty: 4315.867676
	Iteration 4F: 3 clusters Score -901667.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -902055.937500 Penalty: 4315.867676
	Iteration 5F: 3 clusters Score -902055.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -902349.062500 Penalty: 4315.867676
	Iteration 6F: 3 clusters Score -902349.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -902543.875000 Penalty: 4315.867676
	Iteration 7Q: 3 clusters Score -902543.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -902691.312500 Penalty: 4315.867676
	Iteration 8Q: 3 clusters Score -902691.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -902783.687500 Penalty: 4315.867676
	Iteration 9Q: 3 clusters Score -902783.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -902843.937500 Penalty: 4315.867676
	Iteration 10Q: 3 clusters Score -902843.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -902891.250000 Penalty: 4315.867676
	Iteration 11Q: 3 clusters Score -902891.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -902926.250000 Penalty: 4315.867676
	Iteration 12Q: 3 clusters Score -902926.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -902954.875000 Penalty: 4315.867676
	Iteration 13Q: 3 clusters Score -902954.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -902975.312500 Penalty: 4315.867676
	Iteration 14Q: 3 clusters Score -902975.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -902991.437500 Penalty: 4315.867676
	Iteration 15Q: 3 clusters Score -902991.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -903005.062500 Penalty: 4315.867676
	Iteration 16Q: 3 clusters Score -903005.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -903020.875000 Penalty: 4315.867676
	Iteration 17Q: 3 clusters Score -903020.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -903032.437500 Penalty: 4315.867676
	Iteration 18Q: 3 clusters Score -903032.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -903043.187500 Penalty: 4315.867676
	Iteration 19Q: 3 clusters Score -903043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -903049.125000 Penalty: 4315.867676
	Iteration 20F: 3 clusters Score -903049.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -903060.187500 Penalty: 4315.867676
	Iteration 21Q: 3 clusters Score -903060.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -903072.812500 Penalty: 4315.867676
	Iteration 22Q: 3 clusters Score -903072.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -903084.500000 Penalty: 4315.867676
	Iteration 23Q: 3 clusters Score -903084.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -903096.687500 Penalty: 4315.867676
	Iteration 24Q: 3 clusters Score -903096.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -903107.937500 Penalty: 4315.867676
	Iteration 25Q: 3 clusters Score -903107.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -903118.062500 Penalty: 4315.867676
	Iteration 26Q: 3 clusters Score -903118.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -903130.437500 Penalty: 4315.867676
	Iteration 27Q: 3 clusters Score -903130.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -903140.437500 Penalty: 4315.867676
	Iteration 28Q: 3 clusters Score -903140.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -903149.562500 Penalty: 4315.867676
	Iteration 29Q: 3 clusters Score -903149.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -903156.875000 Penalty: 4315.867676
	Iteration 30Q: 3 clusters Score -903156.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -903163.375000 Penalty: 4315.867676
	Iteration 31Q: 3 clusters Score -903163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -903172.187500 Penalty: 4315.867676
	Iteration 32Q: 3 clusters Score -903172.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -903178.500000 Penalty: 4315.867676
	Iteration 33Q: 3 clusters Score -903178.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -903189.562500 Penalty: 4315.867676
	Iteration 34Q: 3 clusters Score -903189.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -903198.125000 Penalty: 4315.867676
	Iteration 35Q: 3 clusters Score -903198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -903205.875000 Penalty: 4315.867676
	Iteration 36Q: 3 clusters Score -903205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -903213.437500 Penalty: 4315.867676
	Iteration 37Q: 3 clusters Score -903213.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -903222.625000 Penalty: 4315.867676
	Iteration 38Q: 3 clusters Score -903222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -903226.562500 Penalty: 4315.867676
	Iteration 39Q: 3 clusters Score -903226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -903227.687500 Penalty: 4315.867676
	Iteration 40F: 3 clusters Score -903227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -903232.250000 Penalty: 4315.867676
	Iteration 41Q: 3 clusters Score -903232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -903234.062500 Penalty: 4315.867676
	Iteration 42Q: 3 clusters Score -903234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -903234.562500 Penalty: 4315.867676
	Iteration 43Q: 3 clusters Score -903234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -903240.437500 Penalty: 4315.867676
	Iteration 44Q: 3 clusters Score -903240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -903242.937500 Penalty: 4315.867676
	Iteration 45Q: 3 clusters Score -903242.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -903246.125000 Penalty: 4315.867676
	Iteration 46Q: 3 clusters Score -903246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -903245.937500 Penalty: 4315.867676
	Iteration 47Q: 3 clusters Score -903245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -903251.500000 Penalty: 4315.867676
	Iteration 48Q: 3 clusters Score -903251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -903252.375000 Penalty: 4315.867676
	Iteration 49Q: 3 clusters Score -903252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -903255.062500 Penalty: 4315.867676
	Iteration 50Q: 3 clusters Score -903255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -903255.875000 Penalty: 4315.867676
	Iteration 51Q: 3 clusters Score -903255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -903257.812500 Penalty: 4315.867676
	Iteration 52Q: 3 clusters Score -903257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -903257.500000 Penalty: 4315.867676
	Iteration 53Q: 3 clusters Score -903257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -903256.812500 Penalty: 4315.867676
	Iteration 54Q: 3 clusters Score -903256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -903257.875000 Penalty: 4315.867676
	Iteration 55Q: 3 clusters Score -903257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -903257.312500 Penalty: 4315.867676
	Iteration 56Q: 3 clusters Score -903257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -903258.375000 Penalty: 4315.867676
	Iteration 57Q: 3 clusters Score -903258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -903258.375000 Penalty: 4315.867676
	Iteration 58F: 3 clusters Score -903258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -71715.382812 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -71715.38 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 239 members 
Entering Unmasked Estep 
Score: -70220.093750 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -70220.09 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70438.343750 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -70438.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70502.656250 Penalty: 3084.425781
	Iteration 2Q: 3 clusters Score -70502.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70535.312500 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -70535.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70555.445312 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -70555.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70581.460938 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -70581.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70602.546875 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -70602.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70613.898438 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -70613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70633.812500 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -70633.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70652.460938 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -70652.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70679.281250 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -70679.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70745.445312 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -70745.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70766.968750 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -70766.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70779.796875 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -70779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70806.812500 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -70806.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70813.367188 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -70813.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70832.539062 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -70832.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70877.570312 Penalty: 3084.425781
	Iteration 17Q: 3 clusters Score -70877.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70907.281250 Penalty: 3084.425781
	Iteration 18Q: 3 clusters Score -70907.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70936.125000 Penalty: 3084.425781
	Iteration 19Q: 3 clusters Score -70936.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70950.765625 Penalty: 3084.425781
	Iteration 20F: 3 clusters Score -70950.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70970.484375 Penalty: 3084.425781
	Iteration 21Q: 3 clusters Score -70970.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70974.984375 Penalty: 3084.425781
	Iteration 22Q: 3 clusters Score -70974.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71000.078125 Penalty: 3084.425781
	Iteration 23Q: 3 clusters Score -71000.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71040.015625 Penalty: 3084.425781
	Iteration 24Q: 3 clusters Score -71040.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71053.976562 Penalty: 3084.425781
	Iteration 25Q: 3 clusters Score -71053.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71074.703125 Penalty: 3084.425781
	Iteration 26Q: 3 clusters Score -71074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71083.070312 Penalty: 3084.425781
	Iteration 27Q: 3 clusters Score -71083.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71084.437500 Penalty: 3084.425781
	Iteration 28Q: 3 clusters Score -71084.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71084.437500 Penalty: 3084.425781
	Iteration 29F: 3 clusters Score -71084.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (42289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Entering Unmasked Estep 
Score: -6540678.000000 Penalty: 2641.766113
	Iteration 0F: 2 clusters Score -6540678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -6512184.000000 Penalty: 5283.532227
	Iteration 0F: 3 clusters Score -6512184 nChanged 19438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6522912.500000 Penalty: 5283.532227
	Iteration 1F: 3 clusters Score -6522912 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6523734.500000 Penalty: 5283.532227
	Iteration 2Q: 3 clusters Score -6523734 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -6524676.500000 Penalty: 5283.532227
	Iteration 3F: 3 clusters Score -6524676 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -6525907.000000 Penalty: 5283.532227
	Iteration 4F: 3 clusters Score -6525907 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -6527373.000000 Penalty: 5283.532227
	Iteration 5F: 3 clusters Score -6527373 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6529003.000000 Penalty: 5283.532227
	Iteration 6F: 3 clusters Score -6529003 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6530494.500000 Penalty: 5283.532227
	Iteration 7F: 3 clusters Score -6530494 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6531886.000000 Penalty: 5283.532227
	Iteration 8F: 3 clusters Score -6531886 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -6533106.500000 Penalty: 5283.532227
	Iteration 9Q: 3 clusters Score -6533106 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -6534359.500000 Penalty: 5283.532227
	Iteration 10Q: 3 clusters Score -6534360 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -6535636.000000 Penalty: 5283.532227
	Iteration 11Q: 3 clusters Score -6535636 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -6536674.000000 Penalty: 5283.532227
	Iteration 12Q: 3 clusters Score -6536674 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6537362.000000 Penalty: 5283.532227
	Iteration 13Q: 3 clusters Score -6537362 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -6537854.500000 Penalty: 5283.532227
	Iteration 14Q: 3 clusters Score -6537854 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -6538176.000000 Penalty: 5283.532227
	Iteration 15Q: 3 clusters Score -6538176 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6538384.500000 Penalty: 5283.532227
	Iteration 16Q: 3 clusters Score -6538384 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -6538504.000000 Penalty: 5283.532227
	Iteration 17Q: 3 clusters Score -6538504 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -6538615.500000 Penalty: 5283.532227
	Iteration 18Q: 3 clusters Score -6538616 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -6538737.000000 Penalty: 5283.532227
	Iteration 19Q: 3 clusters Score -6538737 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6538820.000000 Penalty: 5283.532227
	Iteration 20F: 3 clusters Score -6538820 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -6538871.000000 Penalty: 5283.532227
	Iteration 21Q: 3 clusters Score -6538871 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -6538919.000000 Penalty: 5283.532227
	Iteration 22Q: 3 clusters Score -6538919 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -6538950.000000 Penalty: 5283.532227
	Iteration 23Q: 3 clusters Score -6538950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -6538999.500000 Penalty: 5283.532227
	Iteration 24Q: 3 clusters Score -6539000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -6539036.000000 Penalty: 5283.532227
	Iteration 25Q: 3 clusters Score -6539036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -6539070.000000 Penalty: 5283.532227
	Iteration 26Q: 3 clusters Score -6539070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -6539084.500000 Penalty: 5283.532227
	Iteration 27Q: 3 clusters Score -6539084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -6539116.000000 Penalty: 5283.532227
	Iteration 28Q: 3 clusters Score -6539116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -6539125.000000 Penalty: 5283.532227
	Iteration 29Q: 3 clusters Score -6539125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -6539135.000000 Penalty: 5283.532227
	Iteration 30Q: 3 clusters Score -6539135 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -6539160.000000 Penalty: 5283.532227
	Iteration 31Q: 3 clusters Score -6539160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -6539189.000000 Penalty: 5283.532227
	Iteration 32Q: 3 clusters Score -6539189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -6539209.500000 Penalty: 5283.532227
	Iteration 33Q: 3 clusters Score -6539210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -6539210.500000 Penalty: 5283.532227
	Iteration 34Q: 3 clusters Score -6539210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -6539222.000000 Penalty: 5283.532227
	Iteration 35Q: 3 clusters Score -6539222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -6539236.500000 Penalty: 5283.532227
	Iteration 36Q: 3 clusters Score -6539236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -6539241.500000 Penalty: 5283.532227
	Iteration 37Q: 3 clusters Score -6539242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -6539257.500000 Penalty: 5283.532227
	Iteration 38Q: 3 clusters Score -6539258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -6539278.500000 Penalty: 5283.532227
	Iteration 39Q: 3 clusters Score -6539278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -6539296.000000 Penalty: 5283.532227
	Iteration 40F: 3 clusters Score -6539296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -6539300.500000 Penalty: 5283.532227
	Iteration 41Q: 3 clusters Score -6539300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -6539292.500000 Penalty: 5283.532227
	Iteration 42Q: 3 clusters Score -6539292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -6539293.000000 Penalty: 5283.532227
	Iteration 43Q: 3 clusters Score -6539293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -6539293.500000 Penalty: 5283.532227
	Iteration 44Q: 3 clusters Score -6539294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -6539289.000000 Penalty: 5283.532227
	Iteration 45Q: 3 clusters Score -6539289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -6539297.500000 Penalty: 5283.532227
	Iteration 46Q: 3 clusters Score -6539298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6539297.000000 Penalty: 5283.532227
	Iteration 47Q: 3 clusters Score -6539297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -6539301.500000 Penalty: 5283.532227
	Iteration 48Q: 3 clusters Score -6539302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -6539298.000000 Penalty: 5283.532227
	Iteration 49Q: 3 clusters Score -6539298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -6539310.000000 Penalty: 5283.532227
	Iteration 50Q: 3 clusters Score -6539310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -6539308.000000 Penalty: 5283.532227
	Iteration 51Q: 3 clusters Score -6539308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -6539308.000000 Penalty: 5283.532227
	Iteration 52Q: 3 clusters Score -6539308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -6539314.500000 Penalty: 5283.532227
	Iteration 53Q: 3 clusters Score -6539314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -6539317.000000 Penalty: 5283.532227
	Iteration 54Q: 3 clusters Score -6539317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6539324.000000 Penalty: 5283.532227
	Iteration 55Q: 3 clusters Score -6539324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -6539316.500000 Penalty: 5283.532227
	Iteration 56Q: 3 clusters Score -6539316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -6539315.000000 Penalty: 5283.532227
	Iteration 57Q: 3 clusters Score -6539315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -6539318.000000 Penalty: 5283.532227
	Iteration 58Q: 3 clusters Score -6539318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -6539313.000000 Penalty: 5283.532227
	Iteration 59Q: 3 clusters Score -6539313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -6539317.500000 Penalty: 5283.532227
	Iteration 60F: 3 clusters Score -6539318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -473042.531250 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -473042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -469715.437500 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -469715.4 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -470384.406250 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -470384.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -470554.812500 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -470554.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -470668.093750 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -470668.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -470746.437500 Penalty: 3989.019775
	Iteration 4Q: 3 clusters Score -470746.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -470816.031250 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -470816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -470884.562500 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -470884.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -470952.343750 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -470952.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -471007.156250 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -471007.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -471065.656250 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -471065.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -471123.687500 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -471123.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -471179.187500 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -471179.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -471227.406250 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -471227.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -471270.750000 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -471270.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -471310.187500 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -471310.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -471344.437500 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -471344.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -471375.531250 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -471375.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -471399.031250 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -471399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -471414.968750 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -471415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -471422.375000 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -471422.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -471427.218750 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -471427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -471430.343750 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -471430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -471433.468750 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -471433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -471438.250000 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -471438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -471445.500000 Penalty: 3989.019775
	Iteration 24Q: 3 clusters Score -471445.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -471452.281250 Penalty: 3989.019775
	Iteration 25Q: 3 clusters Score -471452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -471457.656250 Penalty: 3989.019775
	Iteration 26Q: 3 clusters Score -471457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -471461.000000 Penalty: 3989.019775
	Iteration 27Q: 3 clusters Score -471461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -471464.187500 Penalty: 3989.019775
	Iteration 28Q: 3 clusters Score -471464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -471467.593750 Penalty: 3989.019775
	Iteration 29Q: 3 clusters Score -471467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -471471.156250 Penalty: 3989.019775
	Iteration 30Q: 3 clusters Score -471471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -471475.843750 Penalty: 3989.019775
	Iteration 31Q: 3 clusters Score -471475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -471478.843750 Penalty: 3989.019775
	Iteration 32Q: 3 clusters Score -471478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -471480.406250 Penalty: 3989.019775
	Iteration 33Q: 3 clusters Score -471480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -471482.812500 Penalty: 3989.019775
	Iteration 34Q: 3 clusters Score -471482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -471485.500000 Penalty: 3989.019775
	Iteration 35Q: 3 clusters Score -471485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -471487.062500 Penalty: 3989.019775
	Iteration 36Q: 3 clusters Score -471487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -471489.468750 Penalty: 3989.019775
	Iteration 37Q: 3 clusters Score -471489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -471491.375000 Penalty: 3989.019775
	Iteration 38Q: 3 clusters Score -471491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -471496.312500 Penalty: 3989.019775
	Iteration 39Q: 3 clusters Score -471496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -471497.562500 Penalty: 3989.019775
	Iteration 40F: 3 clusters Score -471497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -471500.000000 Penalty: 3989.019775
	Iteration 41Q: 3 clusters Score -471500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -471500.531250 Penalty: 3989.019775
	Iteration 42Q: 3 clusters Score -471500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -471500.531250 Penalty: 3989.019775
	Iteration 43F: 3 clusters Score -471500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -859773.875000 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -859773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -854918.187500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -854918.2 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -856234.187500 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -856234.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -856570.375000 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -856570.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -856865.062500 Penalty: 4275.037598
	Iteration 3F: 3 clusters Score -856865.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -857094.187500 Penalty: 4275.037598
	Iteration 4F: 3 clusters Score -857094.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -857295.000000 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -857295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -857489.312500 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -857489.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -857658.750000 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -857658.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -857802.000000 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -857802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -857928.562500 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -857928.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -858030.812500 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -858030.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -858134.375000 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -858134.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -858216.187500 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -858216.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -858277.187500 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -858277.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -858331.875000 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -858331.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -858372.062500 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -858372.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -858410.500000 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -858410.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -858441.937500 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -858441.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -858469.000000 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -858469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -858484.875000 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -858484.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -858494.937500 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -858494.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -858498.000000 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -858498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -858501.937500 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -858501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -858502.250000 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -858502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -858505.250000 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -858505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -858505.750000 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -858505.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -858506.437500 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -858506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -858506.562500 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -858506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -858507.812500 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -858507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -858508.187500 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -858508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -858510.500000 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -858510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -858511.437500 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -858511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -858510.937500 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -858510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -858510.375000 Penalty: 4275.037598
	Iteration 33Q: 3 clusters Score -858510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -858511.250000 Penalty: 4275.037598
	Iteration 34Q: 3 clusters Score -858511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -858511.250000 Penalty: 4275.037598
	Iteration 35F: 3 clusters Score -858511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -594840.187500 Penalty: 2056.365479
	Iteration 0F: 2 clusters Score -594840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -590972.187500 Penalty: 4112.730957
	Iteration 0F: 3 clusters Score -590972.2 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -591938.750000 Penalty: 4112.730957
	Iteration 1F: 3 clusters Score -591938.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -592228.625000 Penalty: 4112.730957
	Iteration 2F: 3 clusters Score -592228.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -592423.750000 Penalty: 4112.730957
	Iteration 3F: 3 clusters Score -592423.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -592580.375000 Penalty: 4112.730957
	Iteration 4Q: 3 clusters Score -592580.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -592718.812500 Penalty: 4112.730957
	Iteration 5Q: 3 clusters Score -592718.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -592829.437500 Penalty: 4112.730957
	Iteration 6Q: 3 clusters Score -592829.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -592919.625000 Penalty: 4112.730957
	Iteration 7Q: 3 clusters Score -592919.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -592993.187500 Penalty: 4112.730957
	Iteration 8Q: 3 clusters Score -592993.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -593033.562500 Penalty: 4112.730957
	Iteration 9Q: 3 clusters Score -593033.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -593063.687500 Penalty: 4112.730957
	Iteration 10Q: 3 clusters Score -593063.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -593090.125000 Penalty: 4112.730957
	Iteration 11Q: 3 clusters Score -593090.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -593111.437500 Penalty: 4112.730957
	Iteration 12Q: 3 clusters Score -593111.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -593125.875000 Penalty: 4112.730957
	Iteration 13Q: 3 clusters Score -593125.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -593138.750000 Penalty: 4112.730957
	Iteration 14Q: 3 clusters Score -593138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -593149.500000 Penalty: 4112.730957
	Iteration 15Q: 3 clusters Score -593149.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -593156.562500 Penalty: 4112.730957
	Iteration 16Q: 3 clusters Score -593156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -593162.750000 Penalty: 4112.730957
	Iteration 17Q: 3 clusters Score -593162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -593166.625000 Penalty: 4112.730957
	Iteration 18Q: 3 clusters Score -593166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -593167.750000 Penalty: 4112.730957
	Iteration 19Q: 3 clusters Score -593167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -593170.375000 Penalty: 4112.730957
	Iteration 20F: 3 clusters Score -593170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -593172.000000 Penalty: 4112.730957
	Iteration 21Q: 3 clusters Score -593172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -593173.750000 Penalty: 4112.730957
	Iteration 22Q: 3 clusters Score -593173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -593175.562500 Penalty: 4112.730957
	Iteration 23Q: 3 clusters Score -593175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -593176.125000 Penalty: 4112.730957
	Iteration 24Q: 3 clusters Score -593176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -593176.312500 Penalty: 4112.730957
	Iteration 25Q: 3 clusters Score -593176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -593176.875000 Penalty: 4112.730957
	Iteration 26Q: 3 clusters Score -593176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -593177.812500 Penalty: 4112.730957
	Iteration 27Q: 3 clusters Score -593177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -593177.812500 Penalty: 4112.730957
	Iteration 28Q: 3 clusters Score -593177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -593178.375000 Penalty: 4112.730957
	Iteration 29Q: 3 clusters Score -593178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -593178.187500 Penalty: 4112.730957
	Iteration 30Q: 3 clusters Score -593178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -593178.312500 Penalty: 4112.730957
	Iteration 31Q: 3 clusters Score -593178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -593178.750000 Penalty: 4112.730957
	Iteration 32Q: 3 clusters Score -593178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -593178.625000 Penalty: 4112.730957
	Iteration 33Q: 3 clusters Score -593178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -593178.937500 Penalty: 4112.730957
	Iteration 34Q: 3 clusters Score -593178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -593178.062500 Penalty: 4112.730957
	Iteration 35Q: 3 clusters Score -593178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -593178.062500 Penalty: 4112.730957
	Iteration 36F: 3 clusters Score -593178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -897962.000000 Penalty: 2145.627441
	Iteration 0F: 2 clusters Score -897962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -893024.062500 Penalty: 4291.254883
	Iteration 0F: 3 clusters Score -893024.1 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -894278.687500 Penalty: 4291.254883
	Iteration 1F: 3 clusters Score -894278.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -894554.375000 Penalty: 4291.254883
	Iteration 2F: 3 clusters Score -894554.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -894768.812500 Penalty: 4291.254883
	Iteration 3F: 3 clusters Score -894768.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -894950.750000 Penalty: 4291.254883
	Iteration 4Q: 3 clusters Score -894950.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -895132.687500 Penalty: 4291.254883
	Iteration 5Q: 3 clusters Score -895132.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -895293.937500 Penalty: 4291.254883
	Iteration 6Q: 3 clusters Score -895293.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -895427.062500 Penalty: 4291.254883
	Iteration 7Q: 3 clusters Score -895427.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -895563.375000 Penalty: 4291.254883
	Iteration 8Q: 3 clusters Score -895563.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -895686.937500 Penalty: 4291.254883
	Iteration 9Q: 3 clusters Score -895686.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -895794.312500 Penalty: 4291.254883
	Iteration 10Q: 3 clusters Score -895794.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -895883.875000 Penalty: 4291.254883
	Iteration 11Q: 3 clusters Score -895883.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -895970.812500 Penalty: 4291.254883
	Iteration 12Q: 3 clusters Score -895970.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -896038.187500 Penalty: 4291.254883
	Iteration 13Q: 3 clusters Score -896038.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -896084.750000 Penalty: 4291.254883
	Iteration 14Q: 3 clusters Score -896084.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -896128.625000 Penalty: 4291.254883
	Iteration 15Q: 3 clusters Score -896128.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -896164.375000 Penalty: 4291.254883
	Iteration 16Q: 3 clusters Score -896164.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -896200.125000 Penalty: 4291.254883
	Iteration 17Q: 3 clusters Score -896200.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -896224.187500 Penalty: 4291.254883
	Iteration 18Q: 3 clusters Score -896224.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -896248.687500 Penalty: 4291.254883
	Iteration 19Q: 3 clusters Score -896248.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -896270.875000 Penalty: 4291.254883
	Iteration 20F: 3 clusters Score -896270.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -896286.562500 Penalty: 4291.254883
	Iteration 21Q: 3 clusters Score -896286.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -896299.562500 Penalty: 4291.254883
	Iteration 22Q: 3 clusters Score -896299.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -896312.375000 Penalty: 4291.254883
	Iteration 23Q: 3 clusters Score -896312.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -896325.750000 Penalty: 4291.254883
	Iteration 24Q: 3 clusters Score -896325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -896333.375000 Penalty: 4291.254883
	Iteration 25Q: 3 clusters Score -896333.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -896342.125000 Penalty: 4291.254883
	Iteration 26Q: 3 clusters Score -896342.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -896348.125000 Penalty: 4291.254883
	Iteration 27Q: 3 clusters Score -896348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -896354.750000 Penalty: 4291.254883
	Iteration 28Q: 3 clusters Score -896354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -896359.187500 Penalty: 4291.254883
	Iteration 29Q: 3 clusters Score -896359.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -896363.687500 Penalty: 4291.254883
	Iteration 30Q: 3 clusters Score -896363.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -896363.187500 Penalty: 4291.254883
	Iteration 31Q: 3 clusters Score -896363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -896366.375000 Penalty: 4291.254883
	Iteration 32Q: 3 clusters Score -896366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -896365.875000 Penalty: 4291.254883
	Iteration 33Q: 3 clusters Score -896365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -896366.625000 Penalty: 4291.254883
	Iteration 34Q: 3 clusters Score -896366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -896368.500000 Penalty: 4291.254883
	Iteration 35Q: 3 clusters Score -896368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -896368.500000 Penalty: 4291.254883
	Iteration 36Q: 3 clusters Score -896368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -896369.312500 Penalty: 4291.254883
	Iteration 37Q: 3 clusters Score -896369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -896371.437500 Penalty: 4291.254883
	Iteration 38Q: 3 clusters Score -896371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -896371.437500 Penalty: 4291.254883
	Iteration 39F: 3 clusters Score -896371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 12740 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78682 members 
Mstep: Class 7 contains 81918 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51517 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80735 members 
Mstep: Class 17 contains 14459 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29942 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16711 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95243 members 
Mstep: Class 26 contains 13901 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88526 members 
Mstep: Class 29 contains 27928 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3839 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9663 members 
Mstep: Class 45 contains 8623 members 
Mstep: Class 46 contains 5151 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10217 members 
Mstep: Class 50 contains 13945 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42289 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3991 members 
Mstep: Class 61 contains 5720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894448.000000 Penalty: 208988.609375
Iteration 199Q: 62 clusters Score -1.518944e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 9043 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 12743 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78668 members 
Mstep: Class 7 contains 81910 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47464 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51456 members 
Mstep: Class 14 contains 9419 members 
Mstep: Class 15 contains 6718 members 
Mstep: Class 16 contains 80733 members 
Mstep: Class 17 contains 14458 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29898 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 16723 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95267 members 
Mstep: Class 26 contains 13899 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 88512 members 
Mstep: Class 29 contains 27973 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6745 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4539 members 
Mstep: Class 36 contains 6685 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3841 members 
Mstep: Class 39 contains 8688 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9668 members 
Mstep: Class 45 contains 8625 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11419 members 
Mstep: Class 49 contains 10219 members 
Mstep: Class 50 contains 13923 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6010 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42279 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5537 members 
Mstep: Class 60 contains 3992 members 
Mstep: Class 61 contains 5721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894688.000000 Penalty: 208988.609375
Iteration 200F: 62 clusters Score -1.518947e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 9028 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 12749 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78655 members 
Mstep: Class 7 contains 81896 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 47456 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51410 members 
Mstep: Class 14 contains 9416 members 
Mstep: Class 15 contains 6719 members 
Mstep: Class 16 contains 80733 members 
Mstep: Class 17 contains 14455 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29848 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 16710 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95282 members 
Mstep: Class 26 contains 13898 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 88500 members 
Mstep: Class 29 contains 28016 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6744 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4538 members 
Mstep: Class 36 contains 6688 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3841 members 
Mstep: Class 39 contains 8702 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9674 members 
Mstep: Class 45 contains 8625 members 
Mstep: Class 46 contains 5150 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11418 members 
Mstep: Class 49 contains 10218 members 
Mstep: Class 50 contains 13899 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3663 members 
Mstep: Class 55 contains 6010 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42273 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3993 members 
Mstep: Class 61 contains 5722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894672.000000 Penalty: 208988.609375
Iteration 201Q: 62 clusters Score -1.518947e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 9001 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78643 members 
Mstep: Class 7 contains 81895 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 47444 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51371 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 80732 members 
Mstep: Class 17 contains 14452 members 
Mstep: Class 18 contains 9278 members 
Mstep: Class 19 contains 29775 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 16673 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95291 members 
Mstep: Class 26 contains 13890 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 88486 members 
Mstep: Class 29 contains 28065 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6746 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4536 members 
Mstep: Class 36 contains 6696 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3842 members 
Mstep: Class 39 contains 8717 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21694 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9678 members 
Mstep: Class 45 contains 8625 members 
Mstep: Class 46 contains 5156 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11420 members 
Mstep: Class 49 contains 10220 members 
Mstep: Class 50 contains 13873 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2423 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3665 members 
Mstep: Class 55 contains 6010 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42274 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 3995 members 
Mstep: Class 61 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894656.000000 Penalty: 208988.609375
Iteration 202Q: 62 clusters Score -1.518947e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 8967 members 
Mstep: Class 3 contains 6703 members 
Mstep: Class 4 contains 12756 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78630 members 
Mstep: Class 7 contains 81886 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47426 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51344 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 6722 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14451 members 
Mstep: Class 18 contains 9279 members 
Mstep: Class 19 contains 29712 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16635 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95297 members 
Mstep: Class 26 contains 13890 members 
Mstep: Class 27 contains 7521 members 
Mstep: Class 28 contains 88490 members 
Mstep: Class 29 contains 28101 members 
Mstep: Class 30 contains 11097 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6748 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 9520 members 
Mstep: Class 35 contains 4534 members 
Mstep: Class 36 contains 6703 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3842 members 
Mstep: Class 39 contains 8734 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9681 members 
Mstep: Class 45 contains 8626 members 
Mstep: Class 46 contains 5159 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11422 members 
Mstep: Class 49 contains 10223 members 
Mstep: Class 50 contains 13848 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3665 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42270 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5537 members 
Mstep: Class 60 contains 3994 members 
Mstep: Class 61 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894944.000000 Penalty: 208988.609375
Iteration 203Q: 62 clusters Score -1.518949e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 8942 members 
Mstep: Class 3 contains 6827 members 
Mstep: Class 4 contains 12761 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78618 members 
Mstep: Class 7 contains 81889 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47417 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51279 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14451 members 
Mstep: Class 18 contains 9279 members 
Mstep: Class 19 contains 29656 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16614 members 
Mstep: Class 23 contains 2296 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95310 members 
Mstep: Class 26 contains 13887 members 
Mstep: Class 27 contains 7522 members 
Mstep: Class 28 contains 88483 members 
Mstep: Class 29 contains 28138 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6749 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4534 members 
Mstep: Class 36 contains 6712 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3843 members 
Mstep: Class 39 contains 8748 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 14716 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9682 members 
Mstep: Class 45 contains 8625 members 
Mstep: Class 46 contains 5166 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11424 members 
Mstep: Class 49 contains 10229 members 
Mstep: Class 50 contains 13826 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3665 members 
Mstep: Class 55 contains 6010 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42269 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5535 members 
Mstep: Class 60 contains 3998 members 
Mstep: Class 61 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151894912.000000 Penalty: 208988.609375
Iteration 204Q: 62 clusters Score -1.518949e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 12766 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78605 members 
Mstep: Class 7 contains 81884 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47408 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51217 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 6720 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14450 members 
Mstep: Class 18 contains 9280 members 
Mstep: Class 19 contains 29590 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16595 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95327 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 88485 members 
Mstep: Class 29 contains 28162 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6751 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4534 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3845 members 
Mstep: Class 39 contains 8761 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 14717 members 
Mstep: Class 42 contains 21692 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9682 members 
Mstep: Class 45 contains 8620 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11429 members 
Mstep: Class 49 contains 10230 members 
Mstep: Class 50 contains 13809 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3662 members 
Mstep: Class 55 contains 6012 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42265 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5535 members 
Mstep: Class 60 contains 4000 members 
Mstep: Class 61 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895120.000000 Penalty: 208988.609375
Iteration 205Q: 62 clusters Score -1.518951e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 8839 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78588 members 
Mstep: Class 7 contains 81880 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47401 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51156 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9280 members 
Mstep: Class 19 contains 29564 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16583 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95349 members 
Mstep: Class 26 contains 13883 members 
Mstep: Class 27 contains 7526 members 
Mstep: Class 28 contains 88478 members 
Mstep: Class 29 contains 28194 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6752 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4533 members 
Mstep: Class 36 contains 6718 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3847 members 
Mstep: Class 39 contains 8773 members 
Mstep: Class 40 contains 2518 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9683 members 
Mstep: Class 45 contains 8615 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11436 members 
Mstep: Class 49 contains 10229 members 
Mstep: Class 50 contains 13791 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3661 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42262 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5536 members 
Mstep: Class 60 contains 4001 members 
Mstep: Class 61 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895040.000000 Penalty: 208988.609375
Iteration 206Q: 62 clusters Score -1.51895e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 8788 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 12769 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78577 members 
Mstep: Class 7 contains 81878 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47386 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51098 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 6721 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29541 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16569 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95363 members 
Mstep: Class 26 contains 13884 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 88472 members 
Mstep: Class 29 contains 28232 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6754 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4531 members 
Mstep: Class 36 contains 6729 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3847 members 
Mstep: Class 39 contains 8779 members 
Mstep: Class 40 contains 2519 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9686 members 
Mstep: Class 45 contains 8613 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11446 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13775 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3659 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42259 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5538 members 
Mstep: Class 60 contains 4003 members 
Mstep: Class 61 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895104.000000 Penalty: 208988.609375
Iteration 207Q: 62 clusters Score -1.518951e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 8756 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78558 members 
Mstep: Class 7 contains 81888 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47369 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 51042 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29518 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16575 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95380 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 7531 members 
Mstep: Class 28 contains 88467 members 
Mstep: Class 29 contains 28270 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6754 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4529 members 
Mstep: Class 36 contains 6736 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 8786 members 
Mstep: Class 40 contains 2518 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21687 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9685 members 
Mstep: Class 45 contains 8611 members 
Mstep: Class 46 contains 5177 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11453 members 
Mstep: Class 49 contains 10223 members 
Mstep: Class 50 contains 13756 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3659 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42252 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5539 members 
Mstep: Class 60 contains 4001 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895296.000000 Penalty: 208988.609375
Iteration 208Q: 62 clusters Score -1.518953e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 12767 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78538 members 
Mstep: Class 7 contains 81891 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47362 members 
Mstep: Class 10 contains 6289 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50991 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29523 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16573 members 
Mstep: Class 23 contains 2295 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95397 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 7534 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28287 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6758 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4529 members 
Mstep: Class 36 contains 6739 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 8793 members 
Mstep: Class 40 contains 2516 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21687 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9688 members 
Mstep: Class 45 contains 8611 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11456 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13744 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3659 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42244 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5540 members 
Mstep: Class 60 contains 4004 members 
Mstep: Class 61 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895184.000000 Penalty: 208988.609375
Iteration 209Q: 62 clusters Score -1.518952e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 12768 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78528 members 
Mstep: Class 7 contains 81896 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47350 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50935 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 6729 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29513 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16567 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95408 members 
Mstep: Class 26 contains 13880 members 
Mstep: Class 27 contains 7538 members 
Mstep: Class 28 contains 88461 members 
Mstep: Class 29 contains 28306 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6759 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9521 members 
Mstep: Class 35 contains 4528 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 8800 members 
Mstep: Class 40 contains 2515 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21687 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9693 members 
Mstep: Class 45 contains 8612 members 
Mstep: Class 46 contains 5177 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11460 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13733 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42237 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4002 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895104.000000 Penalty: 208988.609375
Iteration 210Q: 62 clusters Score -1.518951e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 8688 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 12771 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78520 members 
Mstep: Class 7 contains 81890 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47348 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50885 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29496 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16559 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95435 members 
Mstep: Class 26 contains 13883 members 
Mstep: Class 27 contains 7539 members 
Mstep: Class 28 contains 88454 members 
Mstep: Class 29 contains 28327 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6761 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3849 members 
Mstep: Class 39 contains 8810 members 
Mstep: Class 40 contains 2511 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21686 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9694 members 
Mstep: Class 45 contains 8608 members 
Mstep: Class 46 contains 5181 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11465 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13722 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42233 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 3999 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895488.000000 Penalty: 208988.609375
Iteration 211Q: 62 clusters Score -1.518955e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 8675 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78514 members 
Mstep: Class 7 contains 81891 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47341 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50839 members 
Mstep: Class 14 contains 9389 members 
Mstep: Class 15 contains 6730 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14449 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29473 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16553 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95454 members 
Mstep: Class 26 contains 13883 members 
Mstep: Class 27 contains 7542 members 
Mstep: Class 28 contains 88453 members 
Mstep: Class 29 contains 28343 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6765 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3849 members 
Mstep: Class 39 contains 8821 members 
Mstep: Class 40 contains 2508 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21687 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9697 members 
Mstep: Class 45 contains 8606 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11468 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13715 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 3998 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895344.000000 Penalty: 208988.609375
Iteration 212Q: 62 clusters Score -1.518953e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 8666 members 
Mstep: Class 3 contains 7591 members 
Mstep: Class 4 contains 12777 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78504 members 
Mstep: Class 7 contains 81890 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47334 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50798 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 6732 members 
Mstep: Class 16 contains 80725 members 
Mstep: Class 17 contains 14448 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29460 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16547 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95470 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 88457 members 
Mstep: Class 29 contains 28358 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6768 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 8829 members 
Mstep: Class 40 contains 2505 members 
Mstep: Class 41 contains 14718 members 
Mstep: Class 42 contains 21686 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9696 members 
Mstep: Class 45 contains 8605 members 
Mstep: Class 46 contains 5177 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11474 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13707 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 3998 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895472.000000 Penalty: 208988.609375
Iteration 213Q: 62 clusters Score -1.518955e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 8663 members 
Mstep: Class 3 contains 7629 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78494 members 
Mstep: Class 7 contains 81886 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47328 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50773 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 6734 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29444 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16539 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95482 members 
Mstep: Class 26 contains 13881 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 88461 members 
Mstep: Class 29 contains 28374 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6767 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 8835 members 
Mstep: Class 40 contains 2505 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21690 members 
Mstep: Class 43 contains 7275 members 
Mstep: Class 44 contains 9699 members 
Mstep: Class 45 contains 8602 members 
Mstep: Class 46 contains 5177 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11476 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13695 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42234 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 3999 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895440.000000 Penalty: 208988.609375
Iteration 214Q: 62 clusters Score -1.518954e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78484 members 
Mstep: Class 7 contains 81880 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47325 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 9380 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29437 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16532 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95493 members 
Mstep: Class 26 contains 13878 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 88463 members 
Mstep: Class 29 contains 28390 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6768 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9522 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3848 members 
Mstep: Class 39 contains 8837 members 
Mstep: Class 40 contains 2504 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21689 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9700 members 
Mstep: Class 45 contains 8602 members 
Mstep: Class 46 contains 5180 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11480 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13685 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42233 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4003 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895488.000000 Penalty: 208988.609375
Iteration 215Q: 62 clusters Score -1.518955e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 8661 members 
Mstep: Class 3 contains 7690 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78479 members 
Mstep: Class 7 contains 81878 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47321 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50728 members 
Mstep: Class 14 contains 9380 members 
Mstep: Class 15 contains 6737 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9284 members 
Mstep: Class 19 contains 29422 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16524 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95505 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88463 members 
Mstep: Class 29 contains 28401 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6769 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6746 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3849 members 
Mstep: Class 39 contains 8845 members 
Mstep: Class 40 contains 2503 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9703 members 
Mstep: Class 45 contains 8602 members 
Mstep: Class 46 contains 5178 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11483 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13678 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6016 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42233 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4006 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895536.000000 Penalty: 208988.609375
Iteration 216Q: 62 clusters Score -1.518955e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 8656 members 
Mstep: Class 3 contains 7705 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78475 members 
Mstep: Class 7 contains 81883 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47310 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50709 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 80722 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 29416 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16518 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95516 members 
Mstep: Class 26 contains 13872 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28414 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6768 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6743 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3851 members 
Mstep: Class 39 contains 8853 members 
Mstep: Class 40 contains 2503 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7276 members 
Mstep: Class 44 contains 9705 members 
Mstep: Class 45 contains 8600 members 
Mstep: Class 46 contains 5178 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11484 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13673 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4006 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895472.000000 Penalty: 208988.609375
Iteration 217Q: 62 clusters Score -1.518955e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78469 members 
Mstep: Class 7 contains 81885 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47305 members 
Mstep: Class 10 contains 6237 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50689 members 
Mstep: Class 14 contains 9378 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 80722 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9283 members 
Mstep: Class 19 contains 29415 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95527 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 88466 members 
Mstep: Class 29 contains 28434 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6769 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4527 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3853 members 
Mstep: Class 39 contains 8858 members 
Mstep: Class 40 contains 2503 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21689 members 
Mstep: Class 43 contains 7277 members 
Mstep: Class 44 contains 9706 members 
Mstep: Class 45 contains 8596 members 
Mstep: Class 46 contains 5178 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11482 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13660 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4007 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895664.000000 Penalty: 208988.609375
Iteration 218Q: 62 clusters Score -1.518957e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78464 members 
Mstep: Class 7 contains 81885 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47296 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50680 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 80721 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29405 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16508 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95533 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 7545 members 
Mstep: Class 28 contains 88468 members 
Mstep: Class 29 contains 28451 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8869 members 
Mstep: Class 40 contains 2504 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21690 members 
Mstep: Class 43 contains 7279 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5177 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11484 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13652 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4008 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895712.000000 Penalty: 208988.609375
Iteration 219Q: 62 clusters Score -1.518957e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 8646 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78459 members 
Mstep: Class 7 contains 81881 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47290 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50669 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 80721 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29404 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16508 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95536 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88466 members 
Mstep: Class 29 contains 28465 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6742 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8882 members 
Mstep: Class 40 contains 2505 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9711 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11485 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13644 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4007 members 
Mstep: Class 61 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895616.000000 Penalty: 208988.609375
Iteration 220F: 62 clusters Score -1.518956e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 8644 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 12784 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78452 members 
Mstep: Class 7 contains 81870 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47283 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50667 members 
Mstep: Class 14 contains 9374 members 
Mstep: Class 15 contains 6746 members 
Mstep: Class 16 contains 80721 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29395 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95544 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 88465 members 
Mstep: Class 29 contains 28478 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6773 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6740 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8894 members 
Mstep: Class 40 contains 2505 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9712 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11486 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13637 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42234 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4008 members 
Mstep: Class 61 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895680.000000 Penalty: 208988.609375
Iteration 221Q: 62 clusters Score -1.518957e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 7790 members 
Mstep: Class 4 contains 12784 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78444 members 
Mstep: Class 7 contains 81861 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47275 members 
Mstep: Class 10 contains 6188 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50658 members 
Mstep: Class 14 contains 9372 members 
Mstep: Class 15 contains 6750 members 
Mstep: Class 16 contains 80721 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29391 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16507 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95547 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 88465 members 
Mstep: Class 29 contains 28499 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6740 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8904 members 
Mstep: Class 40 contains 2506 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21692 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9711 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5173 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11489 members 
Mstep: Class 49 contains 10221 members 
Mstep: Class 50 contains 13632 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42231 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4009 members 
Mstep: Class 61 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895616.000000 Penalty: 208988.609375
Iteration 222Q: 62 clusters Score -1.518956e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 7811 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78432 members 
Mstep: Class 7 contains 81860 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47268 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50649 members 
Mstep: Class 14 contains 9370 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29382 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95551 members 
Mstep: Class 26 contains 13874 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28517 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8912 members 
Mstep: Class 40 contains 2506 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21692 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9711 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5173 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11490 members 
Mstep: Class 49 contains 10220 members 
Mstep: Class 50 contains 13629 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42226 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4009 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895584.000000 Penalty: 208988.609375
Iteration 223Q: 62 clusters Score -1.518956e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 8633 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78426 members 
Mstep: Class 7 contains 81852 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47260 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50641 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14446 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29383 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95554 members 
Mstep: Class 26 contains 13872 members 
Mstep: Class 27 contains 7551 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28538 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6740 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8913 members 
Mstep: Class 40 contains 2506 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21692 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9711 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5173 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11491 members 
Mstep: Class 49 contains 10220 members 
Mstep: Class 50 contains 13620 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42224 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4010 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 224Q: 62 clusters Score -1.518955e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78420 members 
Mstep: Class 7 contains 81848 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47254 members 
Mstep: Class 10 contains 6173 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50635 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 6762 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14444 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29378 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95561 members 
Mstep: Class 26 contains 13870 members 
Mstep: Class 27 contains 7553 members 
Mstep: Class 28 contains 88454 members 
Mstep: Class 29 contains 28565 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8917 members 
Mstep: Class 40 contains 2505 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9711 members 
Mstep: Class 45 contains 8589 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11492 members 
Mstep: Class 49 contains 10221 members 
Mstep: Class 50 contains 13612 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42226 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895568.000000 Penalty: 208988.609375
Iteration 225Q: 62 clusters Score -1.518956e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 8626 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78409 members 
Mstep: Class 7 contains 81850 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47248 members 
Mstep: Class 10 contains 6172 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50616 members 
Mstep: Class 14 contains 9361 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29380 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95566 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7553 members 
Mstep: Class 28 contains 88455 members 
Mstep: Class 29 contains 28576 members 
Mstep: Class 30 contains 11096 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6739 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3855 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 2504 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5173 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13605 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6012 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42226 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895552.000000 Penalty: 208988.609375
Iteration 226Q: 62 clusters Score -1.518956e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 8627 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 12784 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78404 members 
Mstep: Class 7 contains 81848 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47242 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50602 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29373 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16502 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95572 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88454 members 
Mstep: Class 29 contains 28587 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6739 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 2505 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11495 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13603 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42227 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895456.000000 Penalty: 208988.609375
Iteration 227Q: 62 clusters Score -1.518955e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 8624 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78400 members 
Mstep: Class 7 contains 81846 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47235 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50594 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 6766 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29377 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95573 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88457 members 
Mstep: Class 29 contains 28596 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8922 members 
Mstep: Class 40 contains 2503 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13601 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42228 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895440.000000 Penalty: 208988.609375
Iteration 228Q: 62 clusters Score -1.518954e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 7884 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78392 members 
Mstep: Class 7 contains 81847 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47231 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50589 members 
Mstep: Class 14 contains 9359 members 
Mstep: Class 15 contains 6770 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29381 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95573 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88458 members 
Mstep: Class 29 contains 28599 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8926 members 
Mstep: Class 40 contains 2503 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21690 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13599 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42227 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895408.000000 Penalty: 208988.609375
Iteration 229Q: 62 clusters Score -1.518954e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 8615 members 
Mstep: Class 3 contains 7887 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78392 members 
Mstep: Class 7 contains 81848 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47228 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50583 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 6772 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29383 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16507 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95569 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7553 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6743 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8933 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21691 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13599 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6014 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42227 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895408.000000 Penalty: 208988.609375
Iteration 230Q: 62 clusters Score -1.518954e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 7891 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78391 members 
Mstep: Class 7 contains 81845 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47225 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50576 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 6777 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29386 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95572 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28609 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8937 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13598 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42229 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895408.000000 Penalty: 208988.609375
Iteration 231Q: 62 clusters Score -1.518954e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 3 contains 7897 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78390 members 
Mstep: Class 7 contains 81844 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47219 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50566 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14442 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29392 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95575 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7555 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28612 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8944 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14719 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13594 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42229 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 232Q: 62 clusters Score -1.518955e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 7901 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78386 members 
Mstep: Class 7 contains 81843 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47215 members 
Mstep: Class 10 contains 6139 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50556 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 6801 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29396 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95579 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88468 members 
Mstep: Class 29 contains 28614 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6773 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8955 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5170 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13588 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42228 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 233Q: 62 clusters Score -1.518955e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 7901 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78384 members 
Mstep: Class 7 contains 81843 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47213 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50548 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 6814 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29399 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88465 members 
Mstep: Class 29 contains 28622 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6773 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8964 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11495 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13585 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6012 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42226 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 234Q: 62 clusters Score -1.518955e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 8571 members 
Mstep: Class 3 contains 7902 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78380 members 
Mstep: Class 7 contains 81842 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47210 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50547 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 6826 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29403 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95584 members 
Mstep: Class 26 contains 13866 members 
Mstep: Class 27 contains 7557 members 
Mstep: Class 28 contains 88466 members 
Mstep: Class 29 contains 28629 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6773 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8972 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7280 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8590 members 
Mstep: Class 46 contains 5164 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13578 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6013 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42224 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4013 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895632.000000 Penalty: 208988.609375
Iteration 235Q: 62 clusters Score -1.518956e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78379 members 
Mstep: Class 7 contains 81843 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47207 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50546 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29398 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13863 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 88466 members 
Mstep: Class 29 contains 28634 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8983 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7281 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5165 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10227 members 
Mstep: Class 50 contains 13572 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6011 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4013 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895440.000000 Penalty: 208988.609375
Iteration 236Q: 62 clusters Score -1.518954e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 7906 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78381 members 
Mstep: Class 7 contains 81844 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47206 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50543 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 6860 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29397 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95587 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 88463 members 
Mstep: Class 29 contains 28638 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 8995 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7283 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8593 members 
Mstep: Class 46 contains 5164 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10227 members 
Mstep: Class 50 contains 13567 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6015 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4013 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895568.000000 Penalty: 208988.609375
Iteration 237Q: 62 clusters Score -1.518956e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81844 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47201 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50534 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 6887 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29399 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16512 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95588 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7558 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28638 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9010 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7283 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8592 members 
Mstep: Class 46 contains 5165 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13564 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6020 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42221 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895568.000000 Penalty: 208988.609375
Iteration 238Q: 62 clusters Score -1.518956e+08 nChanged 148
Entering ConstructFrom: 
Score: -151895568.000000 Penalty: 208988.609375
Entering ConstructFrom: 
Trying to split cluster 1 (44229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Entering Unmasked Estep 
Score: -6953716.000000 Penalty: 2652.889648
	Iteration 0F: 2 clusters Score -6953716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6923797.500000 Penalty: 5305.779297
	Iteration 0F: 3 clusters Score -6923798 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -6935056.500000 Penalty: 5305.779297
	Iteration 1F: 3 clusters Score -6935056 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6936192.000000 Penalty: 5305.779297
	Iteration 2F: 3 clusters Score -6936192 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -6937869.500000 Penalty: 5305.779297
	Iteration 3F: 3 clusters Score -6937870 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6940278.500000 Penalty: 5305.779297
	Iteration 4F: 3 clusters Score -6940278 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -6943001.500000 Penalty: 5305.779297
	Iteration 5F: 3 clusters Score -6943002 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -6945402.500000 Penalty: 5305.779297
	Iteration 6F: 3 clusters Score -6945402 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -6947137.000000 Penalty: 5305.779297
	Iteration 7F: 3 clusters Score -6947137 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -6948432.500000 Penalty: 5305.779297
	Iteration 8Q: 3 clusters Score -6948432 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -6949280.000000 Penalty: 5305.779297
	Iteration 9Q: 3 clusters Score -6949280 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -6949885.500000 Penalty: 5305.779297
	Iteration 10Q: 3 clusters Score -6949886 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6950274.000000 Penalty: 5305.779297
	Iteration 11Q: 3 clusters Score -6950274 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6950593.000000 Penalty: 5305.779297
	Iteration 12Q: 3 clusters Score -6950593 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -6950839.000000 Penalty: 5305.779297
	Iteration 13Q: 3 clusters Score -6950839 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -6950999.500000 Penalty: 5305.779297
	Iteration 14Q: 3 clusters Score -6951000 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6951187.000000 Penalty: 5305.779297
	Iteration 15Q: 3 clusters Score -6951187 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6951351.500000 Penalty: 5305.779297
	Iteration 16Q: 3 clusters Score -6951352 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -6951557.000000 Penalty: 5305.779297
	Iteration 17Q: 3 clusters Score -6951557 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6951733.000000 Penalty: 5305.779297
	Iteration 18Q: 3 clusters Score -6951733 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6951869.500000 Penalty: 5305.779297
	Iteration 19Q: 3 clusters Score -6951870 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6952025.500000 Penalty: 5305.779297
	Iteration 20F: 3 clusters Score -6952026 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6952137.500000 Penalty: 5305.779297
	Iteration 21Q: 3 clusters Score -6952138 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6952246.500000 Penalty: 5305.779297
	Iteration 22Q: 3 clusters Score -6952246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6952340.000000 Penalty: 5305.779297
	Iteration 23Q: 3 clusters Score -6952340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6952354.000000 Penalty: 5305.779297
	Iteration 24Q: 3 clusters Score -6952354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6952385.000000 Penalty: 5305.779297
	Iteration 25Q: 3 clusters Score -6952385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6952410.000000 Penalty: 5305.779297
	Iteration 26Q: 3 clusters Score -6952410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6952439.500000 Penalty: 5305.779297
	Iteration 27Q: 3 clusters Score -6952440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6952429.000000 Penalty: 5305.779297
	Iteration 28Q: 3 clusters Score -6952429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6952450.000000 Penalty: 5305.779297
	Iteration 29Q: 3 clusters Score -6952450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6952464.500000 Penalty: 5305.779297
	Iteration 30Q: 3 clusters Score -6952464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6952475.000000 Penalty: 5305.779297
	Iteration 31Q: 3 clusters Score -6952475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6952475.000000 Penalty: 5305.779297
	Iteration 32Q: 3 clusters Score -6952475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6952477.000000 Penalty: 5305.779297
	Iteration 33Q: 3 clusters Score -6952477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6952495.500000 Penalty: 5305.779297
	Iteration 34Q: 3 clusters Score -6952496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6952498.000000 Penalty: 5305.779297
	Iteration 35Q: 3 clusters Score -6952498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6952511.500000 Penalty: 5305.779297
	Iteration 36Q: 3 clusters Score -6952512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6952493.500000 Penalty: 5305.779297
	Iteration 37Q: 3 clusters Score -6952494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6952504.500000 Penalty: 5305.779297
	Iteration 38Q: 3 clusters Score -6952504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6952515.000000 Penalty: 5305.779297
	Iteration 39Q: 3 clusters Score -6952515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6952506.000000 Penalty: 5305.779297
	Iteration 40F: 3 clusters Score -6952506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6952514.000000 Penalty: 5305.779297
	Iteration 41Q: 3 clusters Score -6952514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6952513.500000 Penalty: 5305.779297
	Iteration 42Q: 3 clusters Score -6952514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6952519.000000 Penalty: 5305.779297
	Iteration 43Q: 3 clusters Score -6952519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6952526.000000 Penalty: 5305.779297
	Iteration 44Q: 3 clusters Score -6952526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6952528.500000 Penalty: 5305.779297
	Iteration 45Q: 3 clusters Score -6952528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6952536.500000 Penalty: 5305.779297
	Iteration 46Q: 3 clusters Score -6952536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6952526.000000 Penalty: 5305.779297
	Iteration 47Q: 3 clusters Score -6952526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6952519.500000 Penalty: 5305.779297
	Iteration 48Q: 3 clusters Score -6952520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6952518.500000 Penalty: 5305.779297
	Iteration 49Q: 3 clusters Score -6952518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6952531.000000 Penalty: 5305.779297
	Iteration 50Q: 3 clusters Score -6952531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6952536.500000 Penalty: 5305.779297
	Iteration 51Q: 3 clusters Score -6952536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6952540.000000 Penalty: 5305.779297
	Iteration 52Q: 3 clusters Score -6952540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6952542.000000 Penalty: 5305.779297
	Iteration 53Q: 3 clusters Score -6952542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6952542.000000 Penalty: 5305.779297
	Iteration 54Q: 3 clusters Score -6952542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6952542.000000 Penalty: 5305.779297
	Iteration 55F: 3 clusters Score -6952542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Entering Unmasked Estep 
Score: -1288812.250000 Penalty: 2242.337891
	Iteration 0F: 2 clusters Score -1288812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1282126.875000 Penalty: 4484.675781
	Iteration 0F: 3 clusters Score -1282127 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1284046.875000 Penalty: 4484.675781
	Iteration 1F: 3 clusters Score -1284047 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1284386.250000 Penalty: 4484.675781
	Iteration 2F: 3 clusters Score -1284386 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1284714.625000 Penalty: 4484.675781
	Iteration 3F: 3 clusters Score -1284715 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1285081.875000 Penalty: 4484.675781
	Iteration 4F: 3 clusters Score -1285082 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1285466.625000 Penalty: 4484.675781
	Iteration 5F: 3 clusters Score -1285467 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1285866.750000 Penalty: 4484.675781
	Iteration 6F: 3 clusters Score -1285867 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1286222.625000 Penalty: 4484.675781
	Iteration 7F: 3 clusters Score -1286223 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1286490.625000 Penalty: 4484.675781
	Iteration 8Q: 3 clusters Score -1286491 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1286661.375000 Penalty: 4484.675781
	Iteration 9Q: 3 clusters Score -1286661 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1286799.875000 Penalty: 4484.675781
	Iteration 10Q: 3 clusters Score -1286800 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1286926.625000 Penalty: 4484.675781
	Iteration 11Q: 3 clusters Score -1286927 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1287065.500000 Penalty: 4484.675781
	Iteration 12Q: 3 clusters Score -1287066 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1287192.750000 Penalty: 4484.675781
	Iteration 13Q: 3 clusters Score -1287193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1287294.250000 Penalty: 4484.675781
	Iteration 14Q: 3 clusters Score -1287294 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1287390.625000 Penalty: 4484.675781
	Iteration 15Q: 3 clusters Score -1287391 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1287475.250000 Penalty: 4484.675781
	Iteration 16Q: 3 clusters Score -1287475 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1287532.375000 Penalty: 4484.675781
	Iteration 17Q: 3 clusters Score -1287532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1287563.125000 Penalty: 4484.675781
	Iteration 18Q: 3 clusters Score -1287563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1287586.125000 Penalty: 4484.675781
	Iteration 19Q: 3 clusters Score -1287586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1287605.000000 Penalty: 4484.675781
	Iteration 20F: 3 clusters Score -1287605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1287621.750000 Penalty: 4484.675781
	Iteration 21Q: 3 clusters Score -1287622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1287625.875000 Penalty: 4484.675781
	Iteration 22Q: 3 clusters Score -1287626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1287630.875000 Penalty: 4484.675781
	Iteration 23Q: 3 clusters Score -1287631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1287635.750000 Penalty: 4484.675781
	Iteration 24Q: 3 clusters Score -1287636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1287637.625000 Penalty: 4484.675781
	Iteration 25Q: 3 clusters Score -1287638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1287642.875000 Penalty: 4484.675781
	Iteration 26Q: 3 clusters Score -1287643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1287646.375000 Penalty: 4484.675781
	Iteration 27Q: 3 clusters Score -1287646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1287649.500000 Penalty: 4484.675781
	Iteration 28Q: 3 clusters Score -1287650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1287650.000000 Penalty: 4484.675781
	Iteration 29Q: 3 clusters Score -1287650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1287652.125000 Penalty: 4484.675781
	Iteration 30Q: 3 clusters Score -1287652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1287653.125000 Penalty: 4484.675781
	Iteration 31Q: 3 clusters Score -1287653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1287648.875000 Penalty: 4484.675781
	Iteration 32Q: 3 clusters Score -1287649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1287649.875000 Penalty: 4484.675781
	Iteration 33Q: 3 clusters Score -1287650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1287653.625000 Penalty: 4484.675781
	Iteration 34Q: 3 clusters Score -1287654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1287656.750000 Penalty: 4484.675781
	Iteration 35Q: 3 clusters Score -1287657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1287657.875000 Penalty: 4484.675781
	Iteration 36Q: 3 clusters Score -1287658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1287660.375000 Penalty: 4484.675781
	Iteration 37Q: 3 clusters Score -1287660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1287659.750000 Penalty: 4484.675781
	Iteration 38Q: 3 clusters Score -1287660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1287660.250000 Penalty: 4484.675781
	Iteration 39Q: 3 clusters Score -1287660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1287659.625000 Penalty: 4484.675781
	Iteration 40F: 3 clusters Score -1287660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Entering Unmasked Estep 
Score: -1193558.375000 Penalty: 2226.019043
	Iteration 0F: 2 clusters Score -1193558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1187220.500000 Penalty: 4452.038086
	Iteration 0F: 3 clusters Score -1187220 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1189004.250000 Penalty: 4452.038086
	Iteration 1F: 3 clusters Score -1189004 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1189269.375000 Penalty: 4452.038086
	Iteration 2F: 3 clusters Score -1189269 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1189489.125000 Penalty: 4452.038086
	Iteration 3Q: 3 clusters Score -1189489 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1189732.875000 Penalty: 4452.038086
	Iteration 4Q: 3 clusters Score -1189733 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1189979.750000 Penalty: 4452.038086
	Iteration 5Q: 3 clusters Score -1189980 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1190222.375000 Penalty: 4452.038086
	Iteration 6Q: 3 clusters Score -1190222 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1190472.125000 Penalty: 4452.038086
	Iteration 7Q: 3 clusters Score -1190472 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1190700.750000 Penalty: 4452.038086
	Iteration 8Q: 3 clusters Score -1190701 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1190883.000000 Penalty: 4452.038086
	Iteration 9Q: 3 clusters Score -1190883 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1191054.625000 Penalty: 4452.038086
	Iteration 10Q: 3 clusters Score -1191055 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1191206.500000 Penalty: 4452.038086
	Iteration 11Q: 3 clusters Score -1191206 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1191304.750000 Penalty: 4452.038086
	Iteration 12Q: 3 clusters Score -1191305 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1191389.375000 Penalty: 4452.038086
	Iteration 13Q: 3 clusters Score -1191389 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1191459.375000 Penalty: 4452.038086
	Iteration 14Q: 3 clusters Score -1191459 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1191511.500000 Penalty: 4452.038086
	Iteration 15Q: 3 clusters Score -1191512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1191558.125000 Penalty: 4452.038086
	Iteration 16Q: 3 clusters Score -1191558 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1191589.625000 Penalty: 4452.038086
	Iteration 17Q: 3 clusters Score -1191590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1191615.250000 Penalty: 4452.038086
	Iteration 18Q: 3 clusters Score -1191615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1191641.625000 Penalty: 4452.038086
	Iteration 19Q: 3 clusters Score -1191642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1191660.375000 Penalty: 4452.038086
	Iteration 20F: 3 clusters Score -1191660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1191669.125000 Penalty: 4452.038086
	Iteration 21Q: 3 clusters Score -1191669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1191679.375000 Penalty: 4452.038086
	Iteration 22Q: 3 clusters Score -1191679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1191684.375000 Penalty: 4452.038086
	Iteration 23Q: 3 clusters Score -1191684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1191691.250000 Penalty: 4452.038086
	Iteration 24Q: 3 clusters Score -1191691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1191697.375000 Penalty: 4452.038086
	Iteration 25Q: 3 clusters Score -1191697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1191705.375000 Penalty: 4452.038086
	Iteration 26Q: 3 clusters Score -1191705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1191705.875000 Penalty: 4452.038086
	Iteration 27Q: 3 clusters Score -1191706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1191706.875000 Penalty: 4452.038086
	Iteration 28Q: 3 clusters Score -1191707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1191710.000000 Penalty: 4452.038086
	Iteration 29Q: 3 clusters Score -1191710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1191713.000000 Penalty: 4452.038086
	Iteration 30Q: 3 clusters Score -1191713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1191712.625000 Penalty: 4452.038086
	Iteration 31Q: 3 clusters Score -1191713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1191713.375000 Penalty: 4452.038086
	Iteration 32Q: 3 clusters Score -1191713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1191714.125000 Penalty: 4452.038086
	Iteration 33Q: 3 clusters Score -1191714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1191714.125000 Penalty: 4452.038086
	Iteration 34F: 3 clusters Score -1191714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Entering Unmasked Estep 
Score: -1739365.250000 Penalty: 2345.114258
	Iteration 0F: 2 clusters Score -1739365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1730044.500000 Penalty: 4690.228516
	Iteration 0F: 3 clusters Score -1730044 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1733752.125000 Penalty: 4690.228516
	Iteration 1F: 3 clusters Score -1733752 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1734892.500000 Penalty: 4690.228516
	Iteration 2F: 3 clusters Score -1734892 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1735940.250000 Penalty: 4690.228516
	Iteration 3F: 3 clusters Score -1735940 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1736725.250000 Penalty: 4690.228516
	Iteration 4F: 3 clusters Score -1736725 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1737223.250000 Penalty: 4690.228516
	Iteration 5F: 3 clusters Score -1737223 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1737522.625000 Penalty: 4690.228516
	Iteration 6Q: 3 clusters Score -1737523 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1737671.375000 Penalty: 4690.228516
	Iteration 7Q: 3 clusters Score -1737671 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1737757.875000 Penalty: 4690.228516
	Iteration 8Q: 3 clusters Score -1737758 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1737826.625000 Penalty: 4690.228516
	Iteration 9Q: 3 clusters Score -1737827 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1737882.000000 Penalty: 4690.228516
	Iteration 10Q: 3 clusters Score -1737882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1737928.000000 Penalty: 4690.228516
	Iteration 11Q: 3 clusters Score -1737928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1737954.250000 Penalty: 4690.228516
	Iteration 12Q: 3 clusters Score -1737954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1737975.500000 Penalty: 4690.228516
	Iteration 13Q: 3 clusters Score -1737976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1737994.375000 Penalty: 4690.228516
	Iteration 14Q: 3 clusters Score -1737994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1738015.375000 Penalty: 4690.228516
	Iteration 15Q: 3 clusters Score -1738015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1738027.500000 Penalty: 4690.228516
	Iteration 16Q: 3 clusters Score -1738028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1738039.625000 Penalty: 4690.228516
	Iteration 17Q: 3 clusters Score -1738040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1738052.250000 Penalty: 4690.228516
	Iteration 18Q: 3 clusters Score -1738052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1738058.625000 Penalty: 4690.228516
	Iteration 19Q: 3 clusters Score -1738059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1738066.875000 Penalty: 4690.228516
	Iteration 20F: 3 clusters Score -1738067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1738083.375000 Penalty: 4690.228516
	Iteration 21Q: 3 clusters Score -1738083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1738093.375000 Penalty: 4690.228516
	Iteration 22Q: 3 clusters Score -1738093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1738105.625000 Penalty: 4690.228516
	Iteration 23Q: 3 clusters Score -1738106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1738127.000000 Penalty: 4690.228516
	Iteration 24Q: 3 clusters Score -1738127 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1738138.250000 Penalty: 4690.228516
	Iteration 25Q: 3 clusters Score -1738138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1738158.750000 Penalty: 4690.228516
	Iteration 26Q: 3 clusters Score -1738159 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1738175.875000 Penalty: 4690.228516
	Iteration 27Q: 3 clusters Score -1738176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1738190.375000 Penalty: 4690.228516
	Iteration 28Q: 3 clusters Score -1738190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1738216.375000 Penalty: 4690.228516
	Iteration 29Q: 3 clusters Score -1738216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1738242.250000 Penalty: 4690.228516
	Iteration 30Q: 3 clusters Score -1738242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1738251.000000 Penalty: 4690.228516
	Iteration 31Q: 3 clusters Score -1738251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1738272.750000 Penalty: 4690.228516
	Iteration 32Q: 3 clusters Score -1738273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1738295.500000 Penalty: 4690.228516
	Iteration 33Q: 3 clusters Score -1738296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1738307.000000 Penalty: 4690.228516
	Iteration 34Q: 3 clusters Score -1738307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1738328.750000 Penalty: 4690.228516
	Iteration 35Q: 3 clusters Score -1738329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1738362.875000 Penalty: 4690.228516
	Iteration 36Q: 3 clusters Score -1738363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1738401.625000 Penalty: 4690.228516
	Iteration 37Q: 3 clusters Score -1738402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1738436.375000 Penalty: 4690.228516
	Iteration 38Q: 3 clusters Score -1738436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1738470.625000 Penalty: 4690.228516
	Iteration 39Q: 3 clusters Score -1738471 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1738520.125000 Penalty: 4690.228516
	Iteration 40F: 3 clusters Score -1738520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1738564.375000 Penalty: 4690.228516
	Iteration 41Q: 3 clusters Score -1738564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1738611.875000 Penalty: 4690.228516
	Iteration 42Q: 3 clusters Score -1738612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1738656.875000 Penalty: 4690.228516
	Iteration 43Q: 3 clusters Score -1738657 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1738703.375000 Penalty: 4690.228516
	Iteration 44Q: 3 clusters Score -1738703 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1738757.000000 Penalty: 4690.228516
	Iteration 45Q: 3 clusters Score -1738757 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1738807.750000 Penalty: 4690.228516
	Iteration 46Q: 3 clusters Score -1738808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1738865.500000 Penalty: 4690.228516
	Iteration 47Q: 3 clusters Score -1738866 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1738936.375000 Penalty: 4690.228516
	Iteration 48Q: 3 clusters Score -1738936 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1739015.750000 Penalty: 4690.228516
	Iteration 49Q: 3 clusters Score -1739016 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1739084.250000 Penalty: 4690.228516
	Iteration 50Q: 3 clusters Score -1739084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1739135.750000 Penalty: 4690.228516
	Iteration 51Q: 3 clusters Score -1739136 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1739190.875000 Penalty: 4690.228516
	Iteration 52Q: 3 clusters Score -1739191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1739232.625000 Penalty: 4690.228516
	Iteration 53Q: 3 clusters Score -1739233 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1739282.500000 Penalty: 4690.228516
	Iteration 54Q: 3 clusters Score -1739282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1739324.500000 Penalty: 4690.228516
	Iteration 55Q: 3 clusters Score -1739324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1739357.375000 Penalty: 4690.228516
	Iteration 56Q: 3 clusters Score -1739357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1739383.125000 Penalty: 4690.228516
	Iteration 57Q: 3 clusters Score -1739383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1739403.750000 Penalty: 4690.228516
	Iteration 58Q: 3 clusters Score -1739404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1739423.250000 Penalty: 4690.228516
	Iteration 59Q: 3 clusters Score -1739423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1739440.625000 Penalty: 4690.228516
	Iteration 60F: 3 clusters Score -1739441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1739444.250000 Penalty: 4690.228516
	Iteration 61Q: 3 clusters Score -1739444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1739450.750000 Penalty: 4690.228516
	Iteration 62Q: 3 clusters Score -1739451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1739452.625000 Penalty: 4690.228516
	Iteration 63Q: 3 clusters Score -1739453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1739452.875000 Penalty: 4690.228516
	Iteration 64Q: 3 clusters Score -1739453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1739454.000000 Penalty: 4690.228516
	Iteration 65Q: 3 clusters Score -1739454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1739455.125000 Penalty: 4690.228516
	Iteration 66Q: 3 clusters Score -1739455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1739459.375000 Penalty: 4690.228516
	Iteration 67Q: 3 clusters Score -1739459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1739458.750000 Penalty: 4690.228516
	Iteration 68Q: 3 clusters Score -1739459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1739461.500000 Penalty: 4690.228516
	Iteration 69Q: 3 clusters Score -1739462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1739460.875000 Penalty: 4690.228516
	Iteration 70Q: 3 clusters Score -1739461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1739461.125000 Penalty: 4690.228516
	Iteration 71Q: 3 clusters Score -1739461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1739461.250000 Penalty: 4690.228516
	Iteration 72Q: 3 clusters Score -1739461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1739461.250000 Penalty: 4690.228516
	Iteration 73F: 3 clusters Score -1739461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 11709 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 1077 members 
Entering Unmasked Estep 
Score: -151894352.000000 Penalty: 212414.656250
Splitting cluster 4 changes total score from -151895568.000000 to -151894352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74148.687500 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74148.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72812.171875 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -72812.17 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73317.992188 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73317.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73636.781250 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73636.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73910.531250 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -73910.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74045.359375 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -74045.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74090.273438 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -74090.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74106.570312 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -74106.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74106.570312 Penalty: 3140.425049
	Iteration 7F: 3 clusters Score -74106.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Entering Unmasked Estep 
Score: -12479723.000000 Penalty: 2794.786133
	Iteration 0F: 2 clusters Score -1.247972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -12429738.000000 Penalty: 5589.572266
	Iteration 0F: 3 clusters Score -1.242974e+07 nChanged 36715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -12450492.000000 Penalty: 5589.572266
	Iteration 1F: 3 clusters Score -1.245049e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -12451447.000000 Penalty: 5589.572266
	Iteration 2Q: 3 clusters Score -1.245145e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -12452856.000000 Penalty: 5589.572266
	Iteration 3Q: 3 clusters Score -1.245286e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -12455069.000000 Penalty: 5589.572266
	Iteration 4F: 3 clusters Score -1.245507e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -12458369.000000 Penalty: 5589.572266
	Iteration 5F: 3 clusters Score -1.245837e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -12462565.000000 Penalty: 5589.572266
	Iteration 6F: 3 clusters Score -1.246256e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66622 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -12467033.000000 Penalty: 5589.572266
	Iteration 7F: 3 clusters Score -1.246703e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -12471079.000000 Penalty: 5589.572266
	Iteration 8F: 3 clusters Score -1.247108e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74628 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -12474047.000000 Penalty: 5589.572266
	Iteration 9Q: 3 clusters Score -1.247405e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12475815.000000 Penalty: 5589.572266
	Iteration 10Q: 3 clusters Score -1.247582e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12476568.000000 Penalty: 5589.572266
	Iteration 11Q: 3 clusters Score -1.247657e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12476898.000000 Penalty: 5589.572266
	Iteration 12Q: 3 clusters Score -1.24769e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12477114.000000 Penalty: 5589.572266
	Iteration 13Q: 3 clusters Score -1.247711e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12477206.000000 Penalty: 5589.572266
	Iteration 14Q: 3 clusters Score -1.247721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12477242.000000 Penalty: 5589.572266
	Iteration 15Q: 3 clusters Score -1.247724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12477270.000000 Penalty: 5589.572266
	Iteration 16Q: 3 clusters Score -1.247727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12477285.000000 Penalty: 5589.572266
	Iteration 17Q: 3 clusters Score -1.247728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12477291.000000 Penalty: 5589.572266
	Iteration 18Q: 3 clusters Score -1.247729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12477299.000000 Penalty: 5589.572266
	Iteration 19Q: 3 clusters Score -1.24773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12477315.000000 Penalty: 5589.572266
	Iteration 20F: 3 clusters Score -1.247732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Entering Unmasked Estep 
Score: -13062823.000000 Penalty: 2805.505127
	Iteration 0F: 2 clusters Score -1.306282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -13010737.000000 Penalty: 5611.010254
	Iteration 0F: 3 clusters Score -1.301074e+07 nChanged 38606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -13032592.000000 Penalty: 5611.010254
	Iteration 1F: 3 clusters Score -1.303259e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -13033372.000000 Penalty: 5611.010254
	Iteration 2Q: 3 clusters Score -1.303337e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -13034161.000000 Penalty: 5611.010254
	Iteration 3Q: 3 clusters Score -1.303416e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -13035244.000000 Penalty: 5611.010254
	Iteration 4Q: 3 clusters Score -1.303524e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -13036684.000000 Penalty: 5611.010254
	Iteration 5Q: 3 clusters Score -1.303668e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -13039075.000000 Penalty: 5611.010254
	Iteration 6F: 3 clusters Score -1.303908e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -13042693.000000 Penalty: 5611.010254
	Iteration 7F: 3 clusters Score -1.304269e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -13047834.000000 Penalty: 5611.010254
	Iteration 8F: 3 clusters Score -1.304783e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 73031 members 
Entering Unmasked Estep 
Score: -13053398.000000 Penalty: 5611.010254
	Iteration 9F: 3 clusters Score -1.30534e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -13057562.000000 Penalty: 5611.010254
	Iteration 10F: 3 clusters Score -1.305756e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -13059453.000000 Penalty: 5611.010254
	Iteration 11Q: 3 clusters Score -1.305945e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -13060032.000000 Penalty: 5611.010254
	Iteration 12Q: 3 clusters Score -1.306003e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -13060192.000000 Penalty: 5611.010254
	Iteration 13Q: 3 clusters Score -1.306019e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -13060316.000000 Penalty: 5611.010254
	Iteration 14Q: 3 clusters Score -1.306032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -13060340.000000 Penalty: 5611.010254
	Iteration 15Q: 3 clusters Score -1.306034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -13060370.000000 Penalty: 5611.010254
	Iteration 16Q: 3 clusters Score -1.306037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -13060408.000000 Penalty: 5611.010254
	Iteration 17Q: 3 clusters Score -1.306041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -13060445.000000 Penalty: 5611.010254
	Iteration 18Q: 3 clusters Score -1.306044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -13060472.000000 Penalty: 5611.010254
	Iteration 19Q: 3 clusters Score -1.306047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -13060484.000000 Penalty: 5611.010254
	Iteration 20F: 3 clusters Score -1.306048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -13060499.000000 Penalty: 5611.010254
	Iteration 21Q: 3 clusters Score -1.30605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -13060492.000000 Penalty: 5611.010254
	Iteration 22Q: 3 clusters Score -1.306049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -13060509.000000 Penalty: 5611.010254
	Iteration 23Q: 3 clusters Score -1.306051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 81632 members 
Entering Unmasked Estep 
Score: -13060509.000000 Penalty: 5611.010254
	Iteration 24F: 3 clusters Score -1.306051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -220261.250000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -220261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -218025.656250 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -218025.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -218371.765625 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -218371.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -218478.140625 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -218478.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -218544.921875 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -218544.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -218581.031250 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -218581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218615.718750 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -218615.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218650.906250 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -218650.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -218702.578125 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -218702.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -218747.703125 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -218747.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -218779.656250 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -218779.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218805.500000 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -218805.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218836.703125 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -218836.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218863.593750 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -218863.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -218879.968750 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -218880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -218892.671875 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -218892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218902.703125 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -218902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -218911.515625 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -218911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -218922.328125 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -218922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218934.734375 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -218934.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -218945.484375 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -218945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -218951.843750 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -218951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -218962.015625 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -218962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -218972.890625 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -218972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218982.890625 Penalty: 3612.930908
	Iteration 23Q: 3 clusters Score -218982.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218991.406250 Penalty: 3612.930908
	Iteration 24Q: 3 clusters Score -218991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -218998.265625 Penalty: 3612.930908
	Iteration 25Q: 3 clusters Score -218998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219004.671875 Penalty: 3612.930908
	Iteration 26Q: 3 clusters Score -219004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -219013.171875 Penalty: 3612.930908
	Iteration 27Q: 3 clusters Score -219013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219019.625000 Penalty: 3612.930908
	Iteration 28Q: 3 clusters Score -219019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219024.609375 Penalty: 3612.930908
	Iteration 29Q: 3 clusters Score -219024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219029.125000 Penalty: 3612.930908
	Iteration 30Q: 3 clusters Score -219029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219034.562500 Penalty: 3612.930908
	Iteration 31Q: 3 clusters Score -219034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219040.265625 Penalty: 3612.930908
	Iteration 32Q: 3 clusters Score -219040.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219046.578125 Penalty: 3612.930908
	Iteration 33Q: 3 clusters Score -219046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -219050.250000 Penalty: 3612.930908
	Iteration 34Q: 3 clusters Score -219050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219054.296875 Penalty: 3612.930908
	Iteration 35Q: 3 clusters Score -219054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -219062.312500 Penalty: 3612.930908
	Iteration 36Q: 3 clusters Score -219062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -219070.750000 Penalty: 3612.930908
	Iteration 37Q: 3 clusters Score -219070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -219078.093750 Penalty: 3612.930908
	Iteration 38Q: 3 clusters Score -219078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219086.718750 Penalty: 3612.930908
	Iteration 39Q: 3 clusters Score -219086.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -219093.703125 Penalty: 3612.930908
	Iteration 40F: 3 clusters Score -219093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -219103.000000 Penalty: 3612.930908
	Iteration 41Q: 3 clusters Score -219103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -219113.015625 Penalty: 3612.930908
	Iteration 42Q: 3 clusters Score -219113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -219125.937500 Penalty: 3612.930908
	Iteration 43Q: 3 clusters Score -219125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -219138.031250 Penalty: 3612.930908
	Iteration 44Q: 3 clusters Score -219138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -219155.843750 Penalty: 3612.930908
	Iteration 45Q: 3 clusters Score -219155.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219177.125000 Penalty: 3612.930908
	Iteration 46Q: 3 clusters Score -219177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219193.546875 Penalty: 3612.930908
	Iteration 47Q: 3 clusters Score -219193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219206.156250 Penalty: 3612.930908
	Iteration 48Q: 3 clusters Score -219206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219225.750000 Penalty: 3612.930908
	Iteration 49Q: 3 clusters Score -219225.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -219258.640625 Penalty: 3612.930908
	Iteration 50Q: 3 clusters Score -219258.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -219328.453125 Penalty: 3612.930908
	Iteration 51Q: 3 clusters Score -219328.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219429.062500 Penalty: 3612.930908
	Iteration 52Q: 3 clusters Score -219429.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -219609.046875 Penalty: 3612.930908
	Iteration 53Q: 3 clusters Score -219609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -219935.390625 Penalty: 3612.930908
	Iteration 54Q: 3 clusters Score -219935.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -220153.578125 Penalty: 3612.930908
	Iteration 55Q: 3 clusters Score -220153.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -220286.687500 Penalty: 3612.930908
	Iteration 56Q: 3 clusters Score -220286.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220358.484375 Penalty: 3612.930908
	Iteration 57Q: 3 clusters Score -220358.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -220383.375000 Penalty: 3612.930908
	Iteration 58Q: 3 clusters Score -220383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -220384.906250 Penalty: 3612.930908
	Iteration 59Q: 3 clusters Score -220384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -220386.421875 Penalty: 3612.930908
	Iteration 60F: 3 clusters Score -220386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220387.890625 Penalty: 3612.930908
	Iteration 61Q: 3 clusters Score -220387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220387.890625 Penalty: 3612.930908
	Iteration 62F: 3 clusters Score -220387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 848 members 
Entering Unmasked Estep 
Score: -151894080.000000 Penalty: 212414.656250
Splitting cluster 8 changes total score from -151895568.000000 to -151894080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Entering Unmasked Estep 
Score: -7450732.000000 Penalty: 2669.002441
	Iteration 0F: 2 clusters Score -7450732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -7418911.000000 Penalty: 5338.004883
	Iteration 0F: 3 clusters Score -7418911 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7430718.000000 Penalty: 5338.004883
	Iteration 1F: 3 clusters Score -7430718 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7431164.500000 Penalty: 5338.004883
	Iteration 2Q: 3 clusters Score -7431164 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -7431547.500000 Penalty: 5338.004883
	Iteration 3Q: 3 clusters Score -7431548 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -7431867.000000 Penalty: 5338.004883
	Iteration 4Q: 3 clusters Score -7431867 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -7432156.000000 Penalty: 5338.004883
	Iteration 5Q: 3 clusters Score -7432156 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -7432480.500000 Penalty: 5338.004883
	Iteration 6Q: 3 clusters Score -7432480 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -7432766.500000 Penalty: 5338.004883
	Iteration 7Q: 3 clusters Score -7432766 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -7433193.500000 Penalty: 5338.004883
	Iteration 8Q: 3 clusters Score -7433194 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -7433855.500000 Penalty: 5338.004883
	Iteration 9Q: 3 clusters Score -7433856 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -7434886.000000 Penalty: 5338.004883
	Iteration 10Q: 3 clusters Score -7434886 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -7436337.500000 Penalty: 5338.004883
	Iteration 11F: 3 clusters Score -7436338 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -7438189.500000 Penalty: 5338.004883
	Iteration 12F: 3 clusters Score -7438190 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -7440405.500000 Penalty: 5338.004883
	Iteration 13F: 3 clusters Score -7440406 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -7442544.500000 Penalty: 5338.004883
	Iteration 14F: 3 clusters Score -7442544 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -7444401.000000 Penalty: 5338.004883
	Iteration 15Q: 3 clusters Score -7444401 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -7445863.500000 Penalty: 5338.004883
	Iteration 16Q: 3 clusters Score -7445864 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -7446636.500000 Penalty: 5338.004883
	Iteration 17Q: 3 clusters Score -7446636 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7446986.500000 Penalty: 5338.004883
	Iteration 18Q: 3 clusters Score -7446986 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7447180.500000 Penalty: 5338.004883
	Iteration 19Q: 3 clusters Score -7447180 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -7447281.000000 Penalty: 5338.004883
	Iteration 20F: 3 clusters Score -7447281 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -7447355.000000 Penalty: 5338.004883
	Iteration 21Q: 3 clusters Score -7447355 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -7447413.000000 Penalty: 5338.004883
	Iteration 22Q: 3 clusters Score -7447413 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -7447449.500000 Penalty: 5338.004883
	Iteration 23Q: 3 clusters Score -7447450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -7447482.000000 Penalty: 5338.004883
	Iteration 24Q: 3 clusters Score -7447482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -7447506.000000 Penalty: 5338.004883
	Iteration 25Q: 3 clusters Score -7447506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -7447535.500000 Penalty: 5338.004883
	Iteration 26Q: 3 clusters Score -7447536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -7447586.500000 Penalty: 5338.004883
	Iteration 27Q: 3 clusters Score -7447586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -7447593.500000 Penalty: 5338.004883
	Iteration 28Q: 3 clusters Score -7447594 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -7447638.000000 Penalty: 5338.004883
	Iteration 29Q: 3 clusters Score -7447638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -7447655.000000 Penalty: 5338.004883
	Iteration 30Q: 3 clusters Score -7447655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -7447698.000000 Penalty: 5338.004883
	Iteration 31Q: 3 clusters Score -7447698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -7447716.000000 Penalty: 5338.004883
	Iteration 32Q: 3 clusters Score -7447716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -7447745.000000 Penalty: 5338.004883
	Iteration 33Q: 3 clusters Score -7447745 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -7447742.500000 Penalty: 5338.004883
	Iteration 34Q: 3 clusters Score -7447742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -7447757.000000 Penalty: 5338.004883
	Iteration 35Q: 3 clusters Score -7447757 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -7447777.000000 Penalty: 5338.004883
	Iteration 36Q: 3 clusters Score -7447777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -7447784.500000 Penalty: 5338.004883
	Iteration 37Q: 3 clusters Score -7447784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -7447804.500000 Penalty: 5338.004883
	Iteration 38Q: 3 clusters Score -7447804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -7447827.500000 Penalty: 5338.004883
	Iteration 39Q: 3 clusters Score -7447828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -7447833.500000 Penalty: 5338.004883
	Iteration 40F: 3 clusters Score -7447834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -7447843.500000 Penalty: 5338.004883
	Iteration 41Q: 3 clusters Score -7447844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -7447854.000000 Penalty: 5338.004883
	Iteration 42Q: 3 clusters Score -7447854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -7447862.000000 Penalty: 5338.004883
	Iteration 43Q: 3 clusters Score -7447862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -7447866.000000 Penalty: 5338.004883
	Iteration 44Q: 3 clusters Score -7447866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -7447864.500000 Penalty: 5338.004883
	Iteration 45Q: 3 clusters Score -7447864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -7447871.500000 Penalty: 5338.004883
	Iteration 46Q: 3 clusters Score -7447872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -7447881.500000 Penalty: 5338.004883
	Iteration 47Q: 3 clusters Score -7447882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -7447887.500000 Penalty: 5338.004883
	Iteration 48Q: 3 clusters Score -7447888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -7447896.000000 Penalty: 5338.004883
	Iteration 49Q: 3 clusters Score -7447896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -7447911.000000 Penalty: 5338.004883
	Iteration 50Q: 3 clusters Score -7447911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -7447925.000000 Penalty: 5338.004883
	Iteration 51Q: 3 clusters Score -7447925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -7447926.000000 Penalty: 5338.004883
	Iteration 52Q: 3 clusters Score -7447926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -7447942.000000 Penalty: 5338.004883
	Iteration 53Q: 3 clusters Score -7447942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -7447947.500000 Penalty: 5338.004883
	Iteration 54Q: 3 clusters Score -7447948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -7447948.500000 Penalty: 5338.004883
	Iteration 55Q: 3 clusters Score -7447948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -7447957.000000 Penalty: 5338.004883
	Iteration 56Q: 3 clusters Score -7447957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -7447967.000000 Penalty: 5338.004883
	Iteration 57Q: 3 clusters Score -7447967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -7447967.500000 Penalty: 5338.004883
	Iteration 58Q: 3 clusters Score -7447968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -7447990.000000 Penalty: 5338.004883
	Iteration 59Q: 3 clusters Score -7447990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -7447988.500000 Penalty: 5338.004883
	Iteration 60F: 3 clusters Score -7447988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -7447987.500000 Penalty: 5338.004883
	Iteration 61Q: 3 clusters Score -7447988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -7448009.500000 Penalty: 5338.004883
	Iteration 62Q: 3 clusters Score -7448010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -7447999.000000 Penalty: 5338.004883
	Iteration 63Q: 3 clusters Score -7447999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -7448008.500000 Penalty: 5338.004883
	Iteration 64Q: 3 clusters Score -7448008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -7448013.000000 Penalty: 5338.004883
	Iteration 65Q: 3 clusters Score -7448013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -7448033.000000 Penalty: 5338.004883
	Iteration 66Q: 3 clusters Score -7448033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -7448035.000000 Penalty: 5338.004883
	Iteration 67Q: 3 clusters Score -7448035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -7448040.500000 Penalty: 5338.004883
	Iteration 68Q: 3 clusters Score -7448040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -7448051.500000 Penalty: 5338.004883
	Iteration 69Q: 3 clusters Score -7448052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -7448051.000000 Penalty: 5338.004883
	Iteration 70Q: 3 clusters Score -7448051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -7448057.000000 Penalty: 5338.004883
	Iteration 71Q: 3 clusters Score -7448057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -7448061.500000 Penalty: 5338.004883
	Iteration 72Q: 3 clusters Score -7448062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -7448071.000000 Penalty: 5338.004883
	Iteration 73Q: 3 clusters Score -7448071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -7448067.000000 Penalty: 5338.004883
	Iteration 74Q: 3 clusters Score -7448067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -7448071.000000 Penalty: 5338.004883
	Iteration 75Q: 3 clusters Score -7448071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -7448079.000000 Penalty: 5338.004883
	Iteration 76Q: 3 clusters Score -7448079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -7448077.500000 Penalty: 5338.004883
	Iteration 77Q: 3 clusters Score -7448078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -7448078.000000 Penalty: 5338.004883
	Iteration 78Q: 3 clusters Score -7448078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -7448083.500000 Penalty: 5338.004883
	Iteration 79Q: 3 clusters Score -7448084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -7448095.000000 Penalty: 5338.004883
	Iteration 80F: 3 clusters Score -7448095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -7448101.000000 Penalty: 5338.004883
	Iteration 81Q: 3 clusters Score -7448101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -7448093.500000 Penalty: 5338.004883
	Iteration 82Q: 3 clusters Score -7448094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -7448107.000000 Penalty: 5338.004883
	Iteration 83Q: 3 clusters Score -7448107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -7448117.000000 Penalty: 5338.004883
	Iteration 84Q: 3 clusters Score -7448117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -7448116.500000 Penalty: 5338.004883
	Iteration 85Q: 3 clusters Score -7448116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -7448119.000000 Penalty: 5338.004883
	Iteration 86Q: 3 clusters Score -7448119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -7448135.500000 Penalty: 5338.004883
	Iteration 87Q: 3 clusters Score -7448136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -7448142.000000 Penalty: 5338.004883
	Iteration 88Q: 3 clusters Score -7448142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -7448153.000000 Penalty: 5338.004883
	Iteration 89Q: 3 clusters Score -7448153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -7448150.500000 Penalty: 5338.004883
	Iteration 90Q: 3 clusters Score -7448150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -7448156.500000 Penalty: 5338.004883
	Iteration 91Q: 3 clusters Score -7448156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -7448164.500000 Penalty: 5338.004883
	Iteration 92Q: 3 clusters Score -7448164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7448163.000000 Penalty: 5338.004883
	Iteration 93Q: 3 clusters Score -7448163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -7448160.000000 Penalty: 5338.004883
	Iteration 94Q: 3 clusters Score -7448160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -7448171.500000 Penalty: 5338.004883
	Iteration 95Q: 3 clusters Score -7448172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -7448167.500000 Penalty: 5338.004883
	Iteration 96Q: 3 clusters Score -7448168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -7448180.500000 Penalty: 5338.004883
	Iteration 97Q: 3 clusters Score -7448180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -7448173.500000 Penalty: 5338.004883
	Iteration 98Q: 3 clusters Score -7448174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -7448178.000000 Penalty: 5338.004883
	Iteration 99Q: 3 clusters Score -7448178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -7448177.000000 Penalty: 5338.004883
	Iteration 100F: 3 clusters Score -7448177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -7448180.000000 Penalty: 5338.004883
	Iteration 101Q: 3 clusters Score -7448180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -7448184.500000 Penalty: 5338.004883
	Iteration 102Q: 3 clusters Score -7448184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -7448189.500000 Penalty: 5338.004883
	Iteration 103Q: 3 clusters Score -7448190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -7448190.500000 Penalty: 5338.004883
	Iteration 104Q: 3 clusters Score -7448190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -7448181.500000 Penalty: 5338.004883
	Iteration 105Q: 3 clusters Score -7448182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -7448185.500000 Penalty: 5338.004883
	Iteration 106Q: 3 clusters Score -7448186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -7448187.500000 Penalty: 5338.004883
	Iteration 107Q: 3 clusters Score -7448188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -7448198.000000 Penalty: 5338.004883
	Iteration 108Q: 3 clusters Score -7448198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -7448198.000000 Penalty: 5338.004883
	Iteration 109Q: 3 clusters Score -7448198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -7448205.000000 Penalty: 5338.004883
	Iteration 110Q: 3 clusters Score -7448205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -7448208.500000 Penalty: 5338.004883
	Iteration 111Q: 3 clusters Score -7448208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -7448213.000000 Penalty: 5338.004883
	Iteration 112Q: 3 clusters Score -7448213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -7448219.500000 Penalty: 5338.004883
	Iteration 113Q: 3 clusters Score -7448220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -7448213.000000 Penalty: 5338.004883
	Iteration 114Q: 3 clusters Score -7448213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -7448225.000000 Penalty: 5338.004883
	Iteration 115Q: 3 clusters Score -7448225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -7448224.000000 Penalty: 5338.004883
	Iteration 116Q: 3 clusters Score -7448224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -7448227.500000 Penalty: 5338.004883
	Iteration 117Q: 3 clusters Score -7448228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -7448234.500000 Penalty: 5338.004883
	Iteration 118Q: 3 clusters Score -7448234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -7448236.500000 Penalty: 5338.004883
	Iteration 119Q: 3 clusters Score -7448236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -7448229.500000 Penalty: 5338.004883
	Iteration 120F: 3 clusters Score -7448230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -7448241.500000 Penalty: 5338.004883
	Iteration 121Q: 3 clusters Score -7448242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -7448233.500000 Penalty: 5338.004883
	Iteration 122Q: 3 clusters Score -7448234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -7448245.000000 Penalty: 5338.004883
	Iteration 123Q: 3 clusters Score -7448245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -7448238.500000 Penalty: 5338.004883
	Iteration 124Q: 3 clusters Score -7448238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -7448247.000000 Penalty: 5338.004883
	Iteration 125Q: 3 clusters Score -7448247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -7448247.000000 Penalty: 5338.004883
	Iteration 126Q: 3 clusters Score -7448247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -7448247.500000 Penalty: 5338.004883
	Iteration 127Q: 3 clusters Score -7448248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -7448255.000000 Penalty: 5338.004883
	Iteration 128Q: 3 clusters Score -7448255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -7448263.000000 Penalty: 5338.004883
	Iteration 129Q: 3 clusters Score -7448263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -7448262.000000 Penalty: 5338.004883
	Iteration 130Q: 3 clusters Score -7448262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -7448263.000000 Penalty: 5338.004883
	Iteration 131Q: 3 clusters Score -7448263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -7448264.500000 Penalty: 5338.004883
	Iteration 132Q: 3 clusters Score -7448264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -7448267.500000 Penalty: 5338.004883
	Iteration 133Q: 3 clusters Score -7448268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -7448270.500000 Penalty: 5338.004883
	Iteration 134Q: 3 clusters Score -7448270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -7448279.500000 Penalty: 5338.004883
	Iteration 135Q: 3 clusters Score -7448280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -7448277.500000 Penalty: 5338.004883
	Iteration 136Q: 3 clusters Score -7448278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -7448276.500000 Penalty: 5338.004883
	Iteration 137Q: 3 clusters Score -7448276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -7448276.000000 Penalty: 5338.004883
	Iteration 138Q: 3 clusters Score -7448276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -7448276.000000 Penalty: 5338.004883
	Iteration 139F: 3 clusters Score -7448276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -921019.625000 Penalty: 2161.863281
	Iteration 0F: 2 clusters Score -921019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -915753.312500 Penalty: 4323.726562
	Iteration 0F: 3 clusters Score -915753.3 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -917177.687500 Penalty: 4323.726562
	Iteration 1F: 3 clusters Score -917177.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -917531.875000 Penalty: 4323.726562
	Iteration 2F: 3 clusters Score -917531.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -917848.187500 Penalty: 4323.726562
	Iteration 3F: 3 clusters Score -917848.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -918103.812500 Penalty: 4323.726562
	Iteration 4F: 3 clusters Score -918103.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -918324.687500 Penalty: 4323.726562
	Iteration 5Q: 3 clusters Score -918324.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -918525.687500 Penalty: 4323.726562
	Iteration 6Q: 3 clusters Score -918525.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -918715.000000 Penalty: 4323.726562
	Iteration 7Q: 3 clusters Score -918715 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -918855.500000 Penalty: 4323.726562
	Iteration 8Q: 3 clusters Score -918855.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -918961.875000 Penalty: 4323.726562
	Iteration 9Q: 3 clusters Score -918961.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -919036.437500 Penalty: 4323.726562
	Iteration 10Q: 3 clusters Score -919036.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -919088.312500 Penalty: 4323.726562
	Iteration 11Q: 3 clusters Score -919088.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -919126.562500 Penalty: 4323.726562
	Iteration 12Q: 3 clusters Score -919126.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -919158.750000 Penalty: 4323.726562
	Iteration 13Q: 3 clusters Score -919158.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -919181.500000 Penalty: 4323.726562
	Iteration 14Q: 3 clusters Score -919181.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -919203.875000 Penalty: 4323.726562
	Iteration 15Q: 3 clusters Score -919203.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -919227.187500 Penalty: 4323.726562
	Iteration 16Q: 3 clusters Score -919227.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -919247.875000 Penalty: 4323.726562
	Iteration 17Q: 3 clusters Score -919247.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -919265.625000 Penalty: 4323.726562
	Iteration 18Q: 3 clusters Score -919265.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -919282.875000 Penalty: 4323.726562
	Iteration 19Q: 3 clusters Score -919282.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -919296.437500 Penalty: 4323.726562
	Iteration 20F: 3 clusters Score -919296.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -919315.812500 Penalty: 4323.726562
	Iteration 21Q: 3 clusters Score -919315.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -919337.437500 Penalty: 4323.726562
	Iteration 22Q: 3 clusters Score -919337.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -919360.562500 Penalty: 4323.726562
	Iteration 23Q: 3 clusters Score -919360.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -919383.125000 Penalty: 4323.726562
	Iteration 24Q: 3 clusters Score -919383.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -919400.687500 Penalty: 4323.726562
	Iteration 25Q: 3 clusters Score -919400.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -919415.750000 Penalty: 4323.726562
	Iteration 26Q: 3 clusters Score -919415.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -919429.312500 Penalty: 4323.726562
	Iteration 27Q: 3 clusters Score -919429.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -919440.250000 Penalty: 4323.726562
	Iteration 28Q: 3 clusters Score -919440.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -919456.125000 Penalty: 4323.726562
	Iteration 29Q: 3 clusters Score -919456.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -919462.875000 Penalty: 4323.726562
	Iteration 30Q: 3 clusters Score -919462.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -919469.875000 Penalty: 4323.726562
	Iteration 31Q: 3 clusters Score -919469.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -919478.250000 Penalty: 4323.726562
	Iteration 32Q: 3 clusters Score -919478.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -919485.687500 Penalty: 4323.726562
	Iteration 33Q: 3 clusters Score -919485.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -919492.437500 Penalty: 4323.726562
	Iteration 34Q: 3 clusters Score -919492.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -919497.500000 Penalty: 4323.726562
	Iteration 35Q: 3 clusters Score -919497.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -919502.500000 Penalty: 4323.726562
	Iteration 36Q: 3 clusters Score -919502.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -919507.937500 Penalty: 4323.726562
	Iteration 37Q: 3 clusters Score -919507.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -919509.000000 Penalty: 4323.726562
	Iteration 38Q: 3 clusters Score -919509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -919510.937500 Penalty: 4323.726562
	Iteration 39Q: 3 clusters Score -919510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -919514.250000 Penalty: 4323.726562
	Iteration 40F: 3 clusters Score -919514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -919514.250000 Penalty: 4323.726562
	Iteration 41Q: 3 clusters Score -919514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -919514.250000 Penalty: 4323.726562
	Iteration 42F: 3 clusters Score -919514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -30574.853516 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -30574.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29507.757812 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -29507.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29638.181641 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -29638.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29676.720703 Penalty: 2695.126221
	Iteration 2F: 3 clusters Score -29676.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -571528.125000 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -571528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -567855.875000 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -567855.9 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -568657.250000 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -568657.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -568849.125000 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -568849.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -568969.937500 Penalty: 4074.911621
	Iteration 3F: 3 clusters Score -568969.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -569071.750000 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -569071.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -569173.562500 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -569173.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -569273.000000 Penalty: 4074.911621
	Iteration 6Q: 3 clusters Score -569273 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -569352.812500 Penalty: 4074.911621
	Iteration 7Q: 3 clusters Score -569352.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -569421.187500 Penalty: 4074.911621
	Iteration 8Q: 3 clusters Score -569421.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -569486.125000 Penalty: 4074.911621
	Iteration 9Q: 3 clusters Score -569486.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -569539.437500 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -569539.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -569576.625000 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -569576.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -569611.750000 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -569611.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -569647.687500 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -569647.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -569671.687500 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -569671.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -569694.375000 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -569694.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -569702.875000 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -569702.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -569710.000000 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -569710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -569717.562500 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -569717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -569720.375000 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -569720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -569724.375000 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -569724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -569726.625000 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -569726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -569728.000000 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -569728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -569730.062500 Penalty: 4074.911621
	Iteration 23Q: 3 clusters Score -569730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -569732.250000 Penalty: 4074.911621
	Iteration 24Q: 3 clusters Score -569732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -569736.312500 Penalty: 4074.911621
	Iteration 25Q: 3 clusters Score -569736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -569737.500000 Penalty: 4074.911621
	Iteration 26Q: 3 clusters Score -569737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -569739.562500 Penalty: 4074.911621
	Iteration 27Q: 3 clusters Score -569739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -569742.312500 Penalty: 4074.911621
	Iteration 28Q: 3 clusters Score -569742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -569743.437500 Penalty: 4074.911621
	Iteration 29Q: 3 clusters Score -569743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -569746.187500 Penalty: 4074.911621
	Iteration 30Q: 3 clusters Score -569746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -569747.812500 Penalty: 4074.911621
	Iteration 31Q: 3 clusters Score -569747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -569748.625000 Penalty: 4074.911621
	Iteration 32Q: 3 clusters Score -569748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -569749.750000 Penalty: 4074.911621
	Iteration 33Q: 3 clusters Score -569749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -569750.875000 Penalty: 4074.911621
	Iteration 34Q: 3 clusters Score -569750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -569750.375000 Penalty: 4074.911621
	Iteration 35Q: 3 clusters Score -569750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -569750.937500 Penalty: 4074.911621
	Iteration 36Q: 3 clusters Score -569750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -569750.937500 Penalty: 4074.911621
	Iteration 37F: 3 clusters Score -569750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Entering Unmasked Estep 
Score: -7692312.000000 Penalty: 2685.944580
	Iteration 0F: 2 clusters Score -7692312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -7658227.000000 Penalty: 5371.889160
	Iteration 0F: 3 clusters Score -7658227 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -7671530.500000 Penalty: 5371.889160
	Iteration 1F: 3 clusters Score -7671530 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7672305.000000 Penalty: 5371.889160
	Iteration 2Q: 3 clusters Score -7672305 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -7673245.000000 Penalty: 5371.889160
	Iteration 3Q: 3 clusters Score -7673245 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -7674376.000000 Penalty: 5371.889160
	Iteration 4Q: 3 clusters Score -7674376 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -7675936.000000 Penalty: 5371.889160
	Iteration 5F: 3 clusters Score -7675936 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -7677801.000000 Penalty: 5371.889160
	Iteration 6F: 3 clusters Score -7677801 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -7680112.000000 Penalty: 5371.889160
	Iteration 7F: 3 clusters Score -7680112 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -7682506.500000 Penalty: 5371.889160
	Iteration 8F: 3 clusters Score -7682506 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7684744.500000 Penalty: 5371.889160
	Iteration 9F: 3 clusters Score -7684744 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -7686530.500000 Penalty: 5371.889160
	Iteration 10Q: 3 clusters Score -7686530 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -7687960.500000 Penalty: 5371.889160
	Iteration 11Q: 3 clusters Score -7687960 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -7688895.500000 Penalty: 5371.889160
	Iteration 12Q: 3 clusters Score -7688896 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -7689460.500000 Penalty: 5371.889160
	Iteration 13Q: 3 clusters Score -7689460 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -7689863.000000 Penalty: 5371.889160
	Iteration 14Q: 3 clusters Score -7689863 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -7690088.000000 Penalty: 5371.889160
	Iteration 15Q: 3 clusters Score -7690088 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -7690234.000000 Penalty: 5371.889160
	Iteration 16Q: 3 clusters Score -7690234 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -7690368.500000 Penalty: 5371.889160
	Iteration 17Q: 3 clusters Score -7690368 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -7690424.500000 Penalty: 5371.889160
	Iteration 18Q: 3 clusters Score -7690424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -7690466.500000 Penalty: 5371.889160
	Iteration 19Q: 3 clusters Score -7690466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -7690489.500000 Penalty: 5371.889160
	Iteration 20F: 3 clusters Score -7690490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -7690506.500000 Penalty: 5371.889160
	Iteration 21Q: 3 clusters Score -7690506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -7690526.000000 Penalty: 5371.889160
	Iteration 22Q: 3 clusters Score -7690526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -7690536.500000 Penalty: 5371.889160
	Iteration 23Q: 3 clusters Score -7690536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -7690562.000000 Penalty: 5371.889160
	Iteration 24Q: 3 clusters Score -7690562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -7690579.000000 Penalty: 5371.889160
	Iteration 25Q: 3 clusters Score -7690579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -7690576.500000 Penalty: 5371.889160
	Iteration 26Q: 3 clusters Score -7690576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -7690574.000000 Penalty: 5371.889160
	Iteration 27Q: 3 clusters Score -7690574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -7690580.500000 Penalty: 5371.889160
	Iteration 28Q: 3 clusters Score -7690580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -7690580.500000 Penalty: 5371.889160
	Iteration 29Q: 3 clusters Score -7690580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -7690586.500000 Penalty: 5371.889160
	Iteration 30Q: 3 clusters Score -7690586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -7690580.000000 Penalty: 5371.889160
	Iteration 31Q: 3 clusters Score -7690580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -7690586.000000 Penalty: 5371.889160
	Iteration 32Q: 3 clusters Score -7690586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -7690583.000000 Penalty: 5371.889160
	Iteration 33Q: 3 clusters Score -7690583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -7690590.000000 Penalty: 5371.889160
	Iteration 34Q: 3 clusters Score -7690590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -7690593.000000 Penalty: 5371.889160
	Iteration 35Q: 3 clusters Score -7690593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -7690593.000000 Penalty: 5371.889160
	Iteration 36Q: 3 clusters Score -7690593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -7690601.500000 Penalty: 5371.889160
	Iteration 37Q: 3 clusters Score -7690602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -7690593.000000 Penalty: 5371.889160
	Iteration 38Q: 3 clusters Score -7690593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -7690602.000000 Penalty: 5371.889160
	Iteration 39Q: 3 clusters Score -7690602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -7690600.000000 Penalty: 5371.889160
	Iteration 40F: 3 clusters Score -7690600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -7690599.000000 Penalty: 5371.889160
	Iteration 41Q: 3 clusters Score -7690599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -7690599.000000 Penalty: 5371.889160
	Iteration 42F: 3 clusters Score -7690599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Entering Unmasked Estep 
Score: -1396568.375000 Penalty: 2267.576172
	Iteration 0F: 2 clusters Score -1396568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1389315.000000 Penalty: 4535.152344
	Iteration 0F: 3 clusters Score -1389315 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1391455.875000 Penalty: 4535.152344
	Iteration 1F: 3 clusters Score -1391456 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1391862.125000 Penalty: 4535.152344
	Iteration 2F: 3 clusters Score -1391862 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1392281.375000 Penalty: 4535.152344
	Iteration 3F: 3 clusters Score -1392281 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1392713.000000 Penalty: 4535.152344
	Iteration 4F: 3 clusters Score -1392713 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1393142.375000 Penalty: 4535.152344
	Iteration 5F: 3 clusters Score -1393142 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1393596.000000 Penalty: 4535.152344
	Iteration 6F: 3 clusters Score -1393596 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1394005.125000 Penalty: 4535.152344
	Iteration 7F: 3 clusters Score -1394005 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1394371.500000 Penalty: 4535.152344
	Iteration 8Q: 3 clusters Score -1394372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1394725.125000 Penalty: 4535.152344
	Iteration 9Q: 3 clusters Score -1394725 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1394978.500000 Penalty: 4535.152344
	Iteration 10Q: 3 clusters Score -1394978 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1395177.375000 Penalty: 4535.152344
	Iteration 11Q: 3 clusters Score -1395177 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1395342.125000 Penalty: 4535.152344
	Iteration 12Q: 3 clusters Score -1395342 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1395490.250000 Penalty: 4535.152344
	Iteration 13Q: 3 clusters Score -1395490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1395610.625000 Penalty: 4535.152344
	Iteration 14Q: 3 clusters Score -1395611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1395725.125000 Penalty: 4535.152344
	Iteration 15Q: 3 clusters Score -1395725 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1395807.125000 Penalty: 4535.152344
	Iteration 16Q: 3 clusters Score -1395807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1395891.375000 Penalty: 4535.152344
	Iteration 17Q: 3 clusters Score -1395891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1395954.625000 Penalty: 4535.152344
	Iteration 18Q: 3 clusters Score -1395955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1395997.125000 Penalty: 4535.152344
	Iteration 19Q: 3 clusters Score -1395997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1396028.000000 Penalty: 4535.152344
	Iteration 20F: 3 clusters Score -1396028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1396046.625000 Penalty: 4535.152344
	Iteration 21Q: 3 clusters Score -1396047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1396068.000000 Penalty: 4535.152344
	Iteration 22Q: 3 clusters Score -1396068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1396085.000000 Penalty: 4535.152344
	Iteration 23Q: 3 clusters Score -1396085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1396105.375000 Penalty: 4535.152344
	Iteration 24Q: 3 clusters Score -1396105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1396119.750000 Penalty: 4535.152344
	Iteration 25Q: 3 clusters Score -1396120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1396132.500000 Penalty: 4535.152344
	Iteration 26Q: 3 clusters Score -1396132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1396146.875000 Penalty: 4535.152344
	Iteration 27Q: 3 clusters Score -1396147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1396158.625000 Penalty: 4535.152344
	Iteration 28Q: 3 clusters Score -1396159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1396171.000000 Penalty: 4535.152344
	Iteration 29Q: 3 clusters Score -1396171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1396177.000000 Penalty: 4535.152344
	Iteration 30Q: 3 clusters Score -1396177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1396184.250000 Penalty: 4535.152344
	Iteration 31Q: 3 clusters Score -1396184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1396185.500000 Penalty: 4535.152344
	Iteration 32Q: 3 clusters Score -1396186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1396192.125000 Penalty: 4535.152344
	Iteration 33Q: 3 clusters Score -1396192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1396192.625000 Penalty: 4535.152344
	Iteration 34Q: 3 clusters Score -1396193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1396196.750000 Penalty: 4535.152344
	Iteration 35Q: 3 clusters Score -1396197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1396199.750000 Penalty: 4535.152344
	Iteration 36Q: 3 clusters Score -1396200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1396200.250000 Penalty: 4535.152344
	Iteration 37Q: 3 clusters Score -1396200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1396204.500000 Penalty: 4535.152344
	Iteration 38Q: 3 clusters Score -1396204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1396205.625000 Penalty: 4535.152344
	Iteration 39Q: 3 clusters Score -1396206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1396207.000000 Penalty: 4535.152344
	Iteration 40F: 3 clusters Score -1396207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1396209.750000 Penalty: 4535.152344
	Iteration 41Q: 3 clusters Score -1396210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1396211.000000 Penalty: 4535.152344
	Iteration 42Q: 3 clusters Score -1396211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1396212.000000 Penalty: 4535.152344
	Iteration 43Q: 3 clusters Score -1396212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1396212.000000 Penalty: 4535.152344
	Iteration 44F: 3 clusters Score -1396212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -1057746.250000 Penalty: 2192.715088
	Iteration 0F: 2 clusters Score -1057746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1052071.750000 Penalty: 4385.430176
	Iteration 0F: 3 clusters Score -1052072 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1053627.625000 Penalty: 4385.430176
	Iteration 1F: 3 clusters Score -1053628 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1054007.125000 Penalty: 4385.430176
	Iteration 2F: 3 clusters Score -1054007 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1054338.500000 Penalty: 4385.430176
	Iteration 3F: 3 clusters Score -1054338 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1054670.500000 Penalty: 4385.430176
	Iteration 4F: 3 clusters Score -1054670 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1054981.750000 Penalty: 4385.430176
	Iteration 5F: 3 clusters Score -1054982 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1055292.625000 Penalty: 4385.430176
	Iteration 6F: 3 clusters Score -1055293 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1055594.125000 Penalty: 4385.430176
	Iteration 7Q: 3 clusters Score -1055594 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1055963.000000 Penalty: 4385.430176
	Iteration 8Q: 3 clusters Score -1055963 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1056476.375000 Penalty: 4385.430176
	Iteration 9F: 3 clusters Score -1056476 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1056991.750000 Penalty: 4385.430176
	Iteration 10F: 3 clusters Score -1056992 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1057435.750000 Penalty: 4385.430176
	Iteration 11Q: 3 clusters Score -1057436 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1057793.625000 Penalty: 4385.430176
	Iteration 12Q: 3 clusters Score -1057794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1058022.375000 Penalty: 4385.430176
	Iteration 13Q: 3 clusters Score -1058022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1058097.250000 Penalty: 4385.430176
	Iteration 14Q: 3 clusters Score -1058097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1058117.875000 Penalty: 4385.430176
	Iteration 15Q: 3 clusters Score -1058118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1058128.000000 Penalty: 4385.430176
	Iteration 16Q: 3 clusters Score -1058128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1058129.125000 Penalty: 4385.430176
	Iteration 17Q: 3 clusters Score -1058129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1058130.375000 Penalty: 4385.430176
	Iteration 18Q: 3 clusters Score -1058130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1058130.375000 Penalty: 4385.430176
	Iteration 19F: 3 clusters Score -1058130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 3937 members 
Entering Unmasked Estep 
Score: -151894784.000000 Penalty: 212414.656250
Splitting cluster 15 changes total score from -151895568.000000 to -151894784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (80723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Entering Unmasked Estep 
Score: -12772393.000000 Penalty: 2802.097168
	Iteration 0F: 2 clusters Score -1.277239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -12718866.000000 Penalty: 5604.194336
	Iteration 0F: 3 clusters Score -1.271887e+07 nChanged 37917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -12740109.000000 Penalty: 5604.194336
	Iteration 1F: 3 clusters Score -1.274011e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -12740880.000000 Penalty: 5604.194336
	Iteration 2Q: 3 clusters Score -1.274088e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -12741997.000000 Penalty: 5604.194336
	Iteration 3Q: 3 clusters Score -1.2742e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -12743655.000000 Penalty: 5604.194336
	Iteration 4Q: 3 clusters Score -1.274366e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -12746650.000000 Penalty: 5604.194336
	Iteration 5F: 3 clusters Score -1.274665e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -12751099.000000 Penalty: 5604.194336
	Iteration 6F: 3 clusters Score -1.27511e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -12757093.000000 Penalty: 5604.194336
	Iteration 7F: 3 clusters Score -1.275709e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -12762808.000000 Penalty: 5604.194336
	Iteration 8F: 3 clusters Score -1.276281e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -12766625.000000 Penalty: 5604.194336
	Iteration 9Q: 3 clusters Score -1.276662e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -12768576.000000 Penalty: 5604.194336
	Iteration 10Q: 3 clusters Score -1.276858e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -12769299.000000 Penalty: 5604.194336
	Iteration 11Q: 3 clusters Score -1.27693e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -12769599.000000 Penalty: 5604.194336
	Iteration 12Q: 3 clusters Score -1.27696e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -12769743.000000 Penalty: 5604.194336
	Iteration 13Q: 3 clusters Score -1.276974e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -12769825.000000 Penalty: 5604.194336
	Iteration 14Q: 3 clusters Score -1.276982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -12769876.000000 Penalty: 5604.194336
	Iteration 15Q: 3 clusters Score -1.276988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -12769880.000000 Penalty: 5604.194336
	Iteration 16Q: 3 clusters Score -1.276988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -12769918.000000 Penalty: 5604.194336
	Iteration 17Q: 3 clusters Score -1.276992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -12769929.000000 Penalty: 5604.194336
	Iteration 18Q: 3 clusters Score -1.276993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -12769942.000000 Penalty: 5604.194336
	Iteration 19Q: 3 clusters Score -1.276994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -12769957.000000 Penalty: 5604.194336
	Iteration 20F: 3 clusters Score -1.276996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -12769967.000000 Penalty: 5604.194336
	Iteration 21Q: 3 clusters Score -1.276997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -12769980.000000 Penalty: 5604.194336
	Iteration 22Q: 3 clusters Score -1.276998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -12769985.000000 Penalty: 5604.194336
	Iteration 23Q: 3 clusters Score -1.276998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -12769998.000000 Penalty: 5604.194336
	Iteration 24Q: 3 clusters Score -1.277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -12769997.000000 Penalty: 5604.194336
	Iteration 25Q: 3 clusters Score -1.277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -12770012.000000 Penalty: 5604.194336
	Iteration 26Q: 3 clusters Score -1.277001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -12770020.000000 Penalty: 5604.194336
	Iteration 27Q: 3 clusters Score -1.277002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -12770022.000000 Penalty: 5604.194336
	Iteration 28Q: 3 clusters Score -1.277002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -12770019.000000 Penalty: 5604.194336
	Iteration 29Q: 3 clusters Score -1.277002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -12770019.000000 Penalty: 5604.194336
	Iteration 30F: 3 clusters Score -1.277002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Entering Unmasked Estep 
Score: -2302774.250000 Penalty: 2375.301025
	Iteration 0F: 2 clusters Score -2302774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2292300.250000 Penalty: 4750.602051
	Iteration 0F: 3 clusters Score -2292300 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2295641.000000 Penalty: 4750.602051
	Iteration 1F: 3 clusters Score -2295641 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2296124.250000 Penalty: 4750.602051
	Iteration 2F: 3 clusters Score -2296124 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2296673.500000 Penalty: 4750.602051
	Iteration 3F: 3 clusters Score -2296674 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2297282.000000 Penalty: 4750.602051
	Iteration 4F: 3 clusters Score -2297282 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2297986.250000 Penalty: 4750.602051
	Iteration 5F: 3 clusters Score -2297986 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2298854.500000 Penalty: 4750.602051
	Iteration 6F: 3 clusters Score -2298854 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2299806.000000 Penalty: 4750.602051
	Iteration 7F: 3 clusters Score -2299806 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2300753.250000 Penalty: 4750.602051
	Iteration 8F: 3 clusters Score -2300753 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2301539.250000 Penalty: 4750.602051
	Iteration 9Q: 3 clusters Score -2301539 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2302057.000000 Penalty: 4750.602051
	Iteration 10Q: 3 clusters Score -2302057 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2302288.000000 Penalty: 4750.602051
	Iteration 11Q: 3 clusters Score -2302288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2302393.250000 Penalty: 4750.602051
	Iteration 12Q: 3 clusters Score -2302393 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2302446.500000 Penalty: 4750.602051
	Iteration 13Q: 3 clusters Score -2302446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2302474.750000 Penalty: 4750.602051
	Iteration 14Q: 3 clusters Score -2302475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2302483.500000 Penalty: 4750.602051
	Iteration 15Q: 3 clusters Score -2302484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2302491.250000 Penalty: 4750.602051
	Iteration 16Q: 3 clusters Score -2302491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2302494.250000 Penalty: 4750.602051
	Iteration 17Q: 3 clusters Score -2302494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2302496.750000 Penalty: 4750.602051
	Iteration 18Q: 3 clusters Score -2302497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2302498.750000 Penalty: 4750.602051
	Iteration 19Q: 3 clusters Score -2302499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2302494.500000 Penalty: 4750.602051
	Iteration 20F: 3 clusters Score -2302494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2302493.750000 Penalty: 4750.602051
	Iteration 21Q: 3 clusters Score -2302494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2302497.000000 Penalty: 4750.602051
	Iteration 22Q: 3 clusters Score -2302497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2302498.750000 Penalty: 4750.602051
	Iteration 23Q: 3 clusters Score -2302499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2302498.750000 Penalty: 4750.602051
	Iteration 24F: 3 clusters Score -2302499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -1468045.500000 Penalty: 2265.686523
	Iteration 0F: 2 clusters Score -1468046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1460938.875000 Penalty: 4531.373047
	Iteration 0F: 3 clusters Score -1460939 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1463025.125000 Penalty: 4531.373047
	Iteration 1F: 3 clusters Score -1463025 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1463687.125000 Penalty: 4531.373047
	Iteration 2F: 3 clusters Score -1463687 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1464533.500000 Penalty: 4531.373047
	Iteration 3F: 3 clusters Score -1464534 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1465535.750000 Penalty: 4531.373047
	Iteration 4F: 3 clusters Score -1465536 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1466538.375000 Penalty: 4531.373047
	Iteration 5F: 3 clusters Score -1466538 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1467258.375000 Penalty: 4531.373047
	Iteration 6F: 3 clusters Score -1467258 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1467654.500000 Penalty: 4531.373047
	Iteration 7Q: 3 clusters Score -1467654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1467900.125000 Penalty: 4531.373047
	Iteration 8Q: 3 clusters Score -1467900 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1468022.125000 Penalty: 4531.373047
	Iteration 9Q: 3 clusters Score -1468022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1468095.000000 Penalty: 4531.373047
	Iteration 10Q: 3 clusters Score -1468095 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1468130.875000 Penalty: 4531.373047
	Iteration 11Q: 3 clusters Score -1468131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1468160.000000 Penalty: 4531.373047
	Iteration 12Q: 3 clusters Score -1468160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1468174.750000 Penalty: 4531.373047
	Iteration 13Q: 3 clusters Score -1468175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1468186.375000 Penalty: 4531.373047
	Iteration 14Q: 3 clusters Score -1468186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1468194.375000 Penalty: 4531.373047
	Iteration 15Q: 3 clusters Score -1468194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1468194.250000 Penalty: 4531.373047
	Iteration 16Q: 3 clusters Score -1468194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1468198.000000 Penalty: 4531.373047
	Iteration 17Q: 3 clusters Score -1468198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1468198.375000 Penalty: 4531.373047
	Iteration 18Q: 3 clusters Score -1468198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1468198.750000 Penalty: 4531.373047
	Iteration 19Q: 3 clusters Score -1468199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1468196.875000 Penalty: 4531.373047
	Iteration 20F: 3 clusters Score -1468197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1468198.500000 Penalty: 4531.373047
	Iteration 21Q: 3 clusters Score -1468198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1468198.500000 Penalty: 4531.373047
	Iteration 22F: 3 clusters Score -1468198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 2906 members 
Entering Unmasked Estep 
Score: -151894384.000000 Penalty: 212414.656250
Splitting cluster 18 changes total score from -151895568.000000 to -151894384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Entering Unmasked Estep 
Score: -4422552.000000 Penalty: 2551.618408
	Iteration 0F: 2 clusters Score -4422552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4402416.500000 Penalty: 5103.236816
	Iteration 0F: 3 clusters Score -4402416 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4409898.500000 Penalty: 5103.236816
	Iteration 1F: 3 clusters Score -4409898 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4410481.500000 Penalty: 5103.236816
	Iteration 2F: 3 clusters Score -4410482 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -4411005.000000 Penalty: 5103.236816
	Iteration 3Q: 3 clusters Score -4411005 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4411535.000000 Penalty: 5103.236816
	Iteration 4Q: 3 clusters Score -4411535 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4412100.000000 Penalty: 5103.236816
	Iteration 5Q: 3 clusters Score -4412100 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4412769.000000 Penalty: 5103.236816
	Iteration 6Q: 3 clusters Score -4412769 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4413485.500000 Penalty: 5103.236816
	Iteration 7Q: 3 clusters Score -4413486 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4414368.000000 Penalty: 5103.236816
	Iteration 8Q: 3 clusters Score -4414368 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4415365.000000 Penalty: 5103.236816
	Iteration 9F: 3 clusters Score -4415365 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4416442.500000 Penalty: 5103.236816
	Iteration 10Q: 3 clusters Score -4416442 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4417422.500000 Penalty: 5103.236816
	Iteration 11Q: 3 clusters Score -4417422 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -4418204.500000 Penalty: 5103.236816
	Iteration 12Q: 3 clusters Score -4418204 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4418795.000000 Penalty: 5103.236816
	Iteration 13Q: 3 clusters Score -4418795 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -4419254.000000 Penalty: 5103.236816
	Iteration 14Q: 3 clusters Score -4419254 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4419585.500000 Penalty: 5103.236816
	Iteration 15Q: 3 clusters Score -4419586 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4419849.500000 Penalty: 5103.236816
	Iteration 16Q: 3 clusters Score -4419850 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4420011.500000 Penalty: 5103.236816
	Iteration 17Q: 3 clusters Score -4420012 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4420140.000000 Penalty: 5103.236816
	Iteration 18Q: 3 clusters Score -4420140 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4420218.000000 Penalty: 5103.236816
	Iteration 19Q: 3 clusters Score -4420218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4420280.500000 Penalty: 5103.236816
	Iteration 20F: 3 clusters Score -4420280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4420357.000000 Penalty: 5103.236816
	Iteration 21Q: 3 clusters Score -4420357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4420392.000000 Penalty: 5103.236816
	Iteration 22Q: 3 clusters Score -4420392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4420425.500000 Penalty: 5103.236816
	Iteration 23Q: 3 clusters Score -4420426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4420455.000000 Penalty: 5103.236816
	Iteration 24Q: 3 clusters Score -4420455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -4420482.000000 Penalty: 5103.236816
	Iteration 25Q: 3 clusters Score -4420482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4420501.500000 Penalty: 5103.236816
	Iteration 26Q: 3 clusters Score -4420502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4420521.000000 Penalty: 5103.236816
	Iteration 27Q: 3 clusters Score -4420521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4420537.000000 Penalty: 5103.236816
	Iteration 28Q: 3 clusters Score -4420537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4420544.000000 Penalty: 5103.236816
	Iteration 29Q: 3 clusters Score -4420544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4420554.000000 Penalty: 5103.236816
	Iteration 30Q: 3 clusters Score -4420554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4420559.500000 Penalty: 5103.236816
	Iteration 31Q: 3 clusters Score -4420560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -4420569.500000 Penalty: 5103.236816
	Iteration 32Q: 3 clusters Score -4420570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -4420583.000000 Penalty: 5103.236816
	Iteration 33Q: 3 clusters Score -4420583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4420592.000000 Penalty: 5103.236816
	Iteration 34Q: 3 clusters Score -4420592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4420596.500000 Penalty: 5103.236816
	Iteration 35Q: 3 clusters Score -4420596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4420596.000000 Penalty: 5103.236816
	Iteration 36Q: 3 clusters Score -4420596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4420605.500000 Penalty: 5103.236816
	Iteration 37Q: 3 clusters Score -4420606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4420615.000000 Penalty: 5103.236816
	Iteration 38Q: 3 clusters Score -4420615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4420612.500000 Penalty: 5103.236816
	Iteration 39Q: 3 clusters Score -4420612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4420613.000000 Penalty: 5103.236816
	Iteration 40F: 3 clusters Score -4420613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4420619.000000 Penalty: 5103.236816
	Iteration 41Q: 3 clusters Score -4420619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4420633.000000 Penalty: 5103.236816
	Iteration 42Q: 3 clusters Score -4420633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4420633.000000 Penalty: 5103.236816
	Iteration 43Q: 3 clusters Score -4420633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4420631.500000 Penalty: 5103.236816
	Iteration 44Q: 3 clusters Score -4420632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4420641.000000 Penalty: 5103.236816
	Iteration 45Q: 3 clusters Score -4420641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4420644.000000 Penalty: 5103.236816
	Iteration 46Q: 3 clusters Score -4420644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4420648.500000 Penalty: 5103.236816
	Iteration 47Q: 3 clusters Score -4420648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4420644.000000 Penalty: 5103.236816
	Iteration 48Q: 3 clusters Score -4420644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4420647.000000 Penalty: 5103.236816
	Iteration 49Q: 3 clusters Score -4420647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4420648.000000 Penalty: 5103.236816
	Iteration 50Q: 3 clusters Score -4420648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4420648.500000 Penalty: 5103.236816
	Iteration 51Q: 3 clusters Score -4420648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4420645.000000 Penalty: 5103.236816
	Iteration 52Q: 3 clusters Score -4420645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4420646.500000 Penalty: 5103.236816
	Iteration 53Q: 3 clusters Score -4420646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4420646.500000 Penalty: 5103.236816
	Iteration 54F: 3 clusters Score -4420646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -55336.765625 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -55336.77 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 197 members 
Entering Unmasked Estep 
Score: -54027.480469 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -54027.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54271.804688 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -54271.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54521.910156 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -54521.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54744.726562 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -54744.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54939.445312 Penalty: 2990.026123
	Iteration 4F: 3 clusters Score -54939.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55238.664062 Penalty: 2990.026123
	Iteration 5F: 3 clusters Score -55238.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55576.453125 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -55576.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55901.582031 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -55901.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55913.914062 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -55913.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55913.914062 Penalty: 2990.026123
	Iteration 9F: 3 clusters Score -55913.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 164 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 251 members 
Entering Unmasked Estep 
Score: -151894176.000000 Penalty: 212414.656250
Splitting cluster 20 changes total score from -151895568.000000 to -151894176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -1248782.625000 Penalty: 2234.373291
	Iteration 0F: 2 clusters Score -1248783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1242284.250000 Penalty: 4468.746582
	Iteration 0F: 3 clusters Score -1242284 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1244483.125000 Penalty: 4468.746582
	Iteration 1F: 3 clusters Score -1244483 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1245650.625000 Penalty: 4468.746582
	Iteration 2F: 3 clusters Score -1245651 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1246670.250000 Penalty: 4468.746582
	Iteration 3F: 3 clusters Score -1246670 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1247400.500000 Penalty: 4468.746582
	Iteration 4F: 3 clusters Score -1247400 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1247777.875000 Penalty: 4468.746582
	Iteration 5F: 3 clusters Score -1247778 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1248034.250000 Penalty: 4468.746582
	Iteration 6Q: 3 clusters Score -1248034 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1248246.875000 Penalty: 4468.746582
	Iteration 7Q: 3 clusters Score -1248247 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1248368.250000 Penalty: 4468.746582
	Iteration 8Q: 3 clusters Score -1248368 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1248442.500000 Penalty: 4468.746582
	Iteration 9Q: 3 clusters Score -1248442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1248501.750000 Penalty: 4468.746582
	Iteration 10Q: 3 clusters Score -1248502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1248542.000000 Penalty: 4468.746582
	Iteration 11Q: 3 clusters Score -1248542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1248572.750000 Penalty: 4468.746582
	Iteration 12Q: 3 clusters Score -1248573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1248589.875000 Penalty: 4468.746582
	Iteration 13Q: 3 clusters Score -1248590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1248601.750000 Penalty: 4468.746582
	Iteration 14Q: 3 clusters Score -1248602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1248610.250000 Penalty: 4468.746582
	Iteration 15Q: 3 clusters Score -1248610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1248616.875000 Penalty: 4468.746582
	Iteration 16Q: 3 clusters Score -1248617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1248622.125000 Penalty: 4468.746582
	Iteration 17Q: 3 clusters Score -1248622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1248629.125000 Penalty: 4468.746582
	Iteration 18Q: 3 clusters Score -1248629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1248633.500000 Penalty: 4468.746582
	Iteration 19Q: 3 clusters Score -1248634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1248643.750000 Penalty: 4468.746582
	Iteration 20F: 3 clusters Score -1248644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1248649.625000 Penalty: 4468.746582
	Iteration 21Q: 3 clusters Score -1248650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1248657.875000 Penalty: 4468.746582
	Iteration 22Q: 3 clusters Score -1248658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1248670.375000 Penalty: 4468.746582
	Iteration 23Q: 3 clusters Score -1248670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1248676.625000 Penalty: 4468.746582
	Iteration 24Q: 3 clusters Score -1248677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1248685.250000 Penalty: 4468.746582
	Iteration 25Q: 3 clusters Score -1248685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1248701.250000 Penalty: 4468.746582
	Iteration 26Q: 3 clusters Score -1248701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1248717.500000 Penalty: 4468.746582
	Iteration 27Q: 3 clusters Score -1248718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1248739.000000 Penalty: 4468.746582
	Iteration 28Q: 3 clusters Score -1248739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1248764.125000 Penalty: 4468.746582
	Iteration 29Q: 3 clusters Score -1248764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1248784.875000 Penalty: 4468.746582
	Iteration 30Q: 3 clusters Score -1248785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1248818.750000 Penalty: 4468.746582
	Iteration 31Q: 3 clusters Score -1248819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1248851.875000 Penalty: 4468.746582
	Iteration 32Q: 3 clusters Score -1248852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1248882.625000 Penalty: 4468.746582
	Iteration 33Q: 3 clusters Score -1248883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1248908.375000 Penalty: 4468.746582
	Iteration 34Q: 3 clusters Score -1248908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1248936.000000 Penalty: 4468.746582
	Iteration 35Q: 3 clusters Score -1248936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1248959.375000 Penalty: 4468.746582
	Iteration 36Q: 3 clusters Score -1248959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1248985.000000 Penalty: 4468.746582
	Iteration 37Q: 3 clusters Score -1248985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1249012.000000 Penalty: 4468.746582
	Iteration 38Q: 3 clusters Score -1249012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1249028.125000 Penalty: 4468.746582
	Iteration 39Q: 3 clusters Score -1249028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1249042.875000 Penalty: 4468.746582
	Iteration 40F: 3 clusters Score -1249043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1249057.250000 Penalty: 4468.746582
	Iteration 41Q: 3 clusters Score -1249057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1249075.500000 Penalty: 4468.746582
	Iteration 42Q: 3 clusters Score -1249076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1249099.250000 Penalty: 4468.746582
	Iteration 43Q: 3 clusters Score -1249099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1249111.625000 Penalty: 4468.746582
	Iteration 44Q: 3 clusters Score -1249112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1249126.250000 Penalty: 4468.746582
	Iteration 45Q: 3 clusters Score -1249126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1249134.875000 Penalty: 4468.746582
	Iteration 46Q: 3 clusters Score -1249135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1249144.250000 Penalty: 4468.746582
	Iteration 47Q: 3 clusters Score -1249144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1249147.375000 Penalty: 4468.746582
	Iteration 48Q: 3 clusters Score -1249147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1249150.625000 Penalty: 4468.746582
	Iteration 49Q: 3 clusters Score -1249151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1249153.875000 Penalty: 4468.746582
	Iteration 50Q: 3 clusters Score -1249154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1249153.000000 Penalty: 4468.746582
	Iteration 51Q: 3 clusters Score -1249153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1249154.875000 Penalty: 4468.746582
	Iteration 52Q: 3 clusters Score -1249155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1249152.375000 Penalty: 4468.746582
	Iteration 53Q: 3 clusters Score -1249152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1249155.625000 Penalty: 4468.746582
	Iteration 54Q: 3 clusters Score -1249156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1249155.625000 Penalty: 4468.746582
	Iteration 55F: 3 clusters Score -1249156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 2210 members 
Entering Unmasked Estep 
Score: -151894880.000000 Penalty: 212414.656250
Splitting cluster 21 changes total score from -151895568.000000 to -151894880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (16513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Entering Unmasked Estep 
Score: -2395457.750000 Penalty: 2408.552002
	Iteration 0F: 2 clusters Score -2395458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2383665.500000 Penalty: 4817.104004
	Iteration 0F: 3 clusters Score -2383666 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2387651.250000 Penalty: 4817.104004
	Iteration 1F: 3 clusters Score -2387651 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2388148.750000 Penalty: 4817.104004
	Iteration 2F: 3 clusters Score -2388149 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2388688.000000 Penalty: 4817.104004
	Iteration 3F: 3 clusters Score -2388688 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2389291.000000 Penalty: 4817.104004
	Iteration 4F: 3 clusters Score -2389291 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2389959.000000 Penalty: 4817.104004
	Iteration 5F: 3 clusters Score -2389959 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2390647.500000 Penalty: 4817.104004
	Iteration 6F: 3 clusters Score -2390648 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2391292.000000 Penalty: 4817.104004
	Iteration 7F: 3 clusters Score -2391292 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2391793.000000 Penalty: 4817.104004
	Iteration 8Q: 3 clusters Score -2391793 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2392161.750000 Penalty: 4817.104004
	Iteration 9Q: 3 clusters Score -2392162 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2392397.750000 Penalty: 4817.104004
	Iteration 10Q: 3 clusters Score -2392398 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2392585.500000 Penalty: 4817.104004
	Iteration 11Q: 3 clusters Score -2392586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2392716.000000 Penalty: 4817.104004
	Iteration 12Q: 3 clusters Score -2392716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2392838.500000 Penalty: 4817.104004
	Iteration 13Q: 3 clusters Score -2392838 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2392913.000000 Penalty: 4817.104004
	Iteration 14Q: 3 clusters Score -2392913 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2392972.500000 Penalty: 4817.104004
	Iteration 15Q: 3 clusters Score -2392972 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2393026.750000 Penalty: 4817.104004
	Iteration 16Q: 3 clusters Score -2393027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2393072.250000 Penalty: 4817.104004
	Iteration 17Q: 3 clusters Score -2393072 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2393113.000000 Penalty: 4817.104004
	Iteration 18Q: 3 clusters Score -2393113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2393141.000000 Penalty: 4817.104004
	Iteration 19Q: 3 clusters Score -2393141 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2393179.250000 Penalty: 4817.104004
	Iteration 20F: 3 clusters Score -2393179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2393204.000000 Penalty: 4817.104004
	Iteration 21Q: 3 clusters Score -2393204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2393234.250000 Penalty: 4817.104004
	Iteration 22Q: 3 clusters Score -2393234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2393262.250000 Penalty: 4817.104004
	Iteration 23Q: 3 clusters Score -2393262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2393301.500000 Penalty: 4817.104004
	Iteration 24Q: 3 clusters Score -2393302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2393333.250000 Penalty: 4817.104004
	Iteration 25Q: 3 clusters Score -2393333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2393360.750000 Penalty: 4817.104004
	Iteration 26Q: 3 clusters Score -2393361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2393376.250000 Penalty: 4817.104004
	Iteration 27Q: 3 clusters Score -2393376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2393391.500000 Penalty: 4817.104004
	Iteration 28Q: 3 clusters Score -2393392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2393400.000000 Penalty: 4817.104004
	Iteration 29Q: 3 clusters Score -2393400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2393414.750000 Penalty: 4817.104004
	Iteration 30Q: 3 clusters Score -2393415 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2393436.250000 Penalty: 4817.104004
	Iteration 31Q: 3 clusters Score -2393436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2393454.500000 Penalty: 4817.104004
	Iteration 32Q: 3 clusters Score -2393454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2393472.000000 Penalty: 4817.104004
	Iteration 33Q: 3 clusters Score -2393472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2393478.250000 Penalty: 4817.104004
	Iteration 34Q: 3 clusters Score -2393478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2393486.500000 Penalty: 4817.104004
	Iteration 35Q: 3 clusters Score -2393486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2393504.000000 Penalty: 4817.104004
	Iteration 36Q: 3 clusters Score -2393504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2393517.500000 Penalty: 4817.104004
	Iteration 37Q: 3 clusters Score -2393518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2393536.000000 Penalty: 4817.104004
	Iteration 38Q: 3 clusters Score -2393536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2393551.250000 Penalty: 4817.104004
	Iteration 39Q: 3 clusters Score -2393551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2393556.000000 Penalty: 4817.104004
	Iteration 40F: 3 clusters Score -2393556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2393566.500000 Penalty: 4817.104004
	Iteration 41Q: 3 clusters Score -2393566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2393579.500000 Penalty: 4817.104004
	Iteration 42Q: 3 clusters Score -2393580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2393615.000000 Penalty: 4817.104004
	Iteration 43Q: 3 clusters Score -2393615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2393634.750000 Penalty: 4817.104004
	Iteration 44Q: 3 clusters Score -2393635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2393649.000000 Penalty: 4817.104004
	Iteration 45Q: 3 clusters Score -2393649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2393672.750000 Penalty: 4817.104004
	Iteration 46Q: 3 clusters Score -2393673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2393690.500000 Penalty: 4817.104004
	Iteration 47Q: 3 clusters Score -2393690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2393694.000000 Penalty: 4817.104004
	Iteration 48Q: 3 clusters Score -2393694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2393714.000000 Penalty: 4817.104004
	Iteration 49Q: 3 clusters Score -2393714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2393731.000000 Penalty: 4817.104004
	Iteration 50Q: 3 clusters Score -2393731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2393745.750000 Penalty: 4817.104004
	Iteration 51Q: 3 clusters Score -2393746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2393745.750000 Penalty: 4817.104004
	Iteration 52Q: 3 clusters Score -2393746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2393751.000000 Penalty: 4817.104004
	Iteration 53Q: 3 clusters Score -2393751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2393758.500000 Penalty: 4817.104004
	Iteration 54Q: 3 clusters Score -2393758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2393772.500000 Penalty: 4817.104004
	Iteration 55Q: 3 clusters Score -2393772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2393776.000000 Penalty: 4817.104004
	Iteration 56Q: 3 clusters Score -2393776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2393785.000000 Penalty: 4817.104004
	Iteration 57Q: 3 clusters Score -2393785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2393795.250000 Penalty: 4817.104004
	Iteration 58Q: 3 clusters Score -2393795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2393797.500000 Penalty: 4817.104004
	Iteration 59Q: 3 clusters Score -2393798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2393796.250000 Penalty: 4817.104004
	Iteration 60F: 3 clusters Score -2393796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2393795.250000 Penalty: 4817.104004
	Iteration 61Q: 3 clusters Score -2393795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2393809.000000 Penalty: 4817.104004
	Iteration 62Q: 3 clusters Score -2393809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2393817.750000 Penalty: 4817.104004
	Iteration 63Q: 3 clusters Score -2393818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2393822.000000 Penalty: 4817.104004
	Iteration 64Q: 3 clusters Score -2393822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2393826.750000 Penalty: 4817.104004
	Iteration 65Q: 3 clusters Score -2393827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2393826.000000 Penalty: 4817.104004
	Iteration 66Q: 3 clusters Score -2393826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2393829.750000 Penalty: 4817.104004
	Iteration 67Q: 3 clusters Score -2393830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2393832.750000 Penalty: 4817.104004
	Iteration 68Q: 3 clusters Score -2393833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2393837.000000 Penalty: 4817.104004
	Iteration 69Q: 3 clusters Score -2393837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2393834.750000 Penalty: 4817.104004
	Iteration 70Q: 3 clusters Score -2393835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2393843.000000 Penalty: 4817.104004
	Iteration 71Q: 3 clusters Score -2393843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2393843.500000 Penalty: 4817.104004
	Iteration 72Q: 3 clusters Score -2393844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2393849.250000 Penalty: 4817.104004
	Iteration 73Q: 3 clusters Score -2393849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2393848.000000 Penalty: 4817.104004
	Iteration 74Q: 3 clusters Score -2393848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2393847.750000 Penalty: 4817.104004
	Iteration 75Q: 3 clusters Score -2393848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2393846.500000 Penalty: 4817.104004
	Iteration 76Q: 3 clusters Score -2393846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2393844.000000 Penalty: 4817.104004
	Iteration 77Q: 3 clusters Score -2393844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2393845.000000 Penalty: 4817.104004
	Iteration 78Q: 3 clusters Score -2393845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2393842.000000 Penalty: 4817.104004
	Iteration 79Q: 3 clusters Score -2393842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2393845.500000 Penalty: 4817.104004
	Iteration 80F: 3 clusters Score -2393846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2393847.250000 Penalty: 4817.104004
	Iteration 81Q: 3 clusters Score -2393847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2393849.500000 Penalty: 4817.104004
	Iteration 82Q: 3 clusters Score -2393850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2393848.000000 Penalty: 4817.104004
	Iteration 83Q: 3 clusters Score -2393848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2393848.000000 Penalty: 4817.104004
	Iteration 84F: 3 clusters Score -2393848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -344167.406250 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -344167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -341388.312500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -341388.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -341999.687500 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -341999.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -342208.937500 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -342208.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -342361.031250 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -342361 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -342483.406250 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -342483.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -342557.218750 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -342557.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -342629.156250 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -342629.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -342688.375000 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -342688.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -342744.781250 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -342744.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -342786.937500 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -342786.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -342822.250000 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -342822.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -342854.125000 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -342854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -342869.593750 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -342869.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -342883.125000 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -342883.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -342895.750000 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -342895.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -342904.687500 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -342904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -342908.687500 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -342908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -342912.312500 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -342912.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -342916.406250 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -342916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -342921.343750 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -342921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -342925.000000 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -342925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -342926.125000 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -342926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -342927.093750 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -342927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -342927.093750 Penalty: 3837.641357
	Iteration 23F: 3 clusters Score -342927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47626.640625 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47626.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46282.621094 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46282.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46363.199219 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46363.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46409.660156 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -46409.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46451.625000 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46451.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46502.402344 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -46502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46537.062500 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -46537.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46547.773438 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -46547.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46551.402344 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -46551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46551.402344 Penalty: 2870.301025
	Iteration 8F: 3 clusters Score -46551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (95586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Entering Unmasked Estep 
Score: -15328474.000000 Penalty: 2844.010010
	Iteration 0F: 2 clusters Score -1.532847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -15270973.000000 Penalty: 5688.020020
	Iteration 0F: 3 clusters Score -1.527097e+07 nChanged 45185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -15296881.000000 Penalty: 5688.020020
	Iteration 1F: 3 clusters Score -1.529688e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -15297695.000000 Penalty: 5688.020020
	Iteration 2Q: 3 clusters Score -1.52977e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -15298590.000000 Penalty: 5688.020020
	Iteration 3Q: 3 clusters Score -1.529859e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -15300220.000000 Penalty: 5688.020020
	Iteration 4Q: 3 clusters Score -1.530022e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -15302888.000000 Penalty: 5688.020020
	Iteration 5F: 3 clusters Score -1.530289e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -15307444.000000 Penalty: 5688.020020
	Iteration 6F: 3 clusters Score -1.530744e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -15313773.000000 Penalty: 5688.020020
	Iteration 7F: 3 clusters Score -1.531377e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -15319170.000000 Penalty: 5688.020020
	Iteration 8F: 3 clusters Score -1.531917e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -15322785.000000 Penalty: 5688.020020
	Iteration 9F: 3 clusters Score -1.532278e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -15324660.000000 Penalty: 5688.020020
	Iteration 10Q: 3 clusters Score -1.532466e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15325538.000000 Penalty: 5688.020020
	Iteration 11Q: 3 clusters Score -1.532554e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15325960.000000 Penalty: 5688.020020
	Iteration 12Q: 3 clusters Score -1.532596e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15326173.000000 Penalty: 5688.020020
	Iteration 13Q: 3 clusters Score -1.532617e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -15326361.000000 Penalty: 5688.020020
	Iteration 14Q: 3 clusters Score -1.532636e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -15326463.000000 Penalty: 5688.020020
	Iteration 15Q: 3 clusters Score -1.532646e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -15326543.000000 Penalty: 5688.020020
	Iteration 16Q: 3 clusters Score -1.532654e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94353 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -15326590.000000 Penalty: 5688.020020
	Iteration 17Q: 3 clusters Score -1.532659e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94387 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -15326653.000000 Penalty: 5688.020020
	Iteration 18Q: 3 clusters Score -1.532665e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15326673.000000 Penalty: 5688.020020
	Iteration 19Q: 3 clusters Score -1.532667e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -15326709.000000 Penalty: 5688.020020
	Iteration 20F: 3 clusters Score -1.532671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15326712.000000 Penalty: 5688.020020
	Iteration 21Q: 3 clusters Score -1.532671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15326752.000000 Penalty: 5688.020020
	Iteration 22Q: 3 clusters Score -1.532675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -15326754.000000 Penalty: 5688.020020
	Iteration 23Q: 3 clusters Score -1.532675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94412 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15326764.000000 Penalty: 5688.020020
	Iteration 24Q: 3 clusters Score -1.532676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15326758.000000 Penalty: 5688.020020
	Iteration 25Q: 3 clusters Score -1.532676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15326770.000000 Penalty: 5688.020020
	Iteration 26Q: 3 clusters Score -1.532677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15326779.000000 Penalty: 5688.020020
	Iteration 27Q: 3 clusters Score -1.532678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15326774.000000 Penalty: 5688.020020
	Iteration 28Q: 3 clusters Score -1.532677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15326795.000000 Penalty: 5688.020020
	Iteration 29Q: 3 clusters Score -1.53268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15326789.000000 Penalty: 5688.020020
	Iteration 30Q: 3 clusters Score -1.532679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15326789.000000 Penalty: 5688.020020
	Iteration 31Q: 3 clusters Score -1.532679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15326789.000000 Penalty: 5688.020020
	Iteration 32F: 3 clusters Score -1.532679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Entering Unmasked Estep 
Score: -2192168.500000 Penalty: 2365.135010
	Iteration 0F: 2 clusters Score -2192168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2182027.000000 Penalty: 4730.270020
	Iteration 0F: 3 clusters Score -2182027 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2185250.500000 Penalty: 4730.270020
	Iteration 1F: 3 clusters Score -2185250 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2185585.000000 Penalty: 4730.270020
	Iteration 2F: 3 clusters Score -2185585 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2185807.750000 Penalty: 4730.270020
	Iteration 3Q: 3 clusters Score -2185808 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2185984.500000 Penalty: 4730.270020
	Iteration 4Q: 3 clusters Score -2185984 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2186146.250000 Penalty: 4730.270020
	Iteration 5Q: 3 clusters Score -2186146 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2186290.250000 Penalty: 4730.270020
	Iteration 6Q: 3 clusters Score -2186290 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2186440.250000 Penalty: 4730.270020
	Iteration 7Q: 3 clusters Score -2186440 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2186563.000000 Penalty: 4730.270020
	Iteration 8Q: 3 clusters Score -2186563 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2186697.250000 Penalty: 4730.270020
	Iteration 9Q: 3 clusters Score -2186697 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2186833.250000 Penalty: 4730.270020
	Iteration 10Q: 3 clusters Score -2186833 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2186997.750000 Penalty: 4730.270020
	Iteration 11Q: 3 clusters Score -2186998 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2187190.000000 Penalty: 4730.270020
	Iteration 12Q: 3 clusters Score -2187190 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2187449.500000 Penalty: 4730.270020
	Iteration 13Q: 3 clusters Score -2187450 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2187717.500000 Penalty: 4730.270020
	Iteration 14Q: 3 clusters Score -2187718 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2187971.500000 Penalty: 4730.270020
	Iteration 15Q: 3 clusters Score -2187972 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2188232.250000 Penalty: 4730.270020
	Iteration 16Q: 3 clusters Score -2188232 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2188513.750000 Penalty: 4730.270020
	Iteration 17Q: 3 clusters Score -2188514 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2188787.500000 Penalty: 4730.270020
	Iteration 18Q: 3 clusters Score -2188788 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2189056.250000 Penalty: 4730.270020
	Iteration 19Q: 3 clusters Score -2189056 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2189311.000000 Penalty: 4730.270020
	Iteration 20F: 3 clusters Score -2189311 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2189523.750000 Penalty: 4730.270020
	Iteration 21Q: 3 clusters Score -2189524 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2189698.250000 Penalty: 4730.270020
	Iteration 22Q: 3 clusters Score -2189698 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2189826.500000 Penalty: 4730.270020
	Iteration 23Q: 3 clusters Score -2189826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2189944.250000 Penalty: 4730.270020
	Iteration 24Q: 3 clusters Score -2189944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2190022.000000 Penalty: 4730.270020
	Iteration 25Q: 3 clusters Score -2190022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2190074.000000 Penalty: 4730.270020
	Iteration 26Q: 3 clusters Score -2190074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2190103.750000 Penalty: 4730.270020
	Iteration 27Q: 3 clusters Score -2190104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2190126.500000 Penalty: 4730.270020
	Iteration 28Q: 3 clusters Score -2190126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2190156.000000 Penalty: 4730.270020
	Iteration 29Q: 3 clusters Score -2190156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2190181.250000 Penalty: 4730.270020
	Iteration 30Q: 3 clusters Score -2190181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2190204.500000 Penalty: 4730.270020
	Iteration 31Q: 3 clusters Score -2190204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2190225.250000 Penalty: 4730.270020
	Iteration 32Q: 3 clusters Score -2190225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2190233.500000 Penalty: 4730.270020
	Iteration 33Q: 3 clusters Score -2190234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2190241.500000 Penalty: 4730.270020
	Iteration 34Q: 3 clusters Score -2190242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2190253.750000 Penalty: 4730.270020
	Iteration 35Q: 3 clusters Score -2190254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2190263.750000 Penalty: 4730.270020
	Iteration 36Q: 3 clusters Score -2190264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2190274.750000 Penalty: 4730.270020
	Iteration 37Q: 3 clusters Score -2190275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2190278.250000 Penalty: 4730.270020
	Iteration 38Q: 3 clusters Score -2190278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2190285.500000 Penalty: 4730.270020
	Iteration 39Q: 3 clusters Score -2190286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2190290.000000 Penalty: 4730.270020
	Iteration 40F: 3 clusters Score -2190290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2190300.750000 Penalty: 4730.270020
	Iteration 41Q: 3 clusters Score -2190301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2190302.000000 Penalty: 4730.270020
	Iteration 42Q: 3 clusters Score -2190302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2190303.250000 Penalty: 4730.270020
	Iteration 43Q: 3 clusters Score -2190303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2190310.500000 Penalty: 4730.270020
	Iteration 44Q: 3 clusters Score -2190310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2190314.750000 Penalty: 4730.270020
	Iteration 45Q: 3 clusters Score -2190315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2190313.750000 Penalty: 4730.270020
	Iteration 46Q: 3 clusters Score -2190314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2190315.250000 Penalty: 4730.270020
	Iteration 47Q: 3 clusters Score -2190315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2190316.250000 Penalty: 4730.270020
	Iteration 48Q: 3 clusters Score -2190316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2190316.500000 Penalty: 4730.270020
	Iteration 49Q: 3 clusters Score -2190316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2190316.500000 Penalty: 4730.270020
	Iteration 50F: 3 clusters Score -2190316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Entering Unmasked Estep 
Score: -1088163.625000 Penalty: 2214.762695
	Iteration 0F: 2 clusters Score -1088164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1082064.500000 Penalty: 4429.525391
	Iteration 0F: 3 clusters Score -1082064 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1084005.125000 Penalty: 4429.525391
	Iteration 1F: 3 clusters Score -1084005 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1084821.625000 Penalty: 4429.525391
	Iteration 2F: 3 clusters Score -1084822 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1085758.125000 Penalty: 4429.525391
	Iteration 3F: 3 clusters Score -1085758 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1086416.625000 Penalty: 4429.525391
	Iteration 4F: 3 clusters Score -1086417 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1086804.500000 Penalty: 4429.525391
	Iteration 5F: 3 clusters Score -1086804 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1087033.250000 Penalty: 4429.525391
	Iteration 6Q: 3 clusters Score -1087033 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1087159.125000 Penalty: 4429.525391
	Iteration 7Q: 3 clusters Score -1087159 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1087233.625000 Penalty: 4429.525391
	Iteration 8Q: 3 clusters Score -1087234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1087277.875000 Penalty: 4429.525391
	Iteration 9Q: 3 clusters Score -1087278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1087308.500000 Penalty: 4429.525391
	Iteration 10Q: 3 clusters Score -1087308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1087342.000000 Penalty: 4429.525391
	Iteration 11Q: 3 clusters Score -1087342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1087374.375000 Penalty: 4429.525391
	Iteration 12Q: 3 clusters Score -1087374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1087409.125000 Penalty: 4429.525391
	Iteration 13Q: 3 clusters Score -1087409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1087445.125000 Penalty: 4429.525391
	Iteration 14Q: 3 clusters Score -1087445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1087474.375000 Penalty: 4429.525391
	Iteration 15Q: 3 clusters Score -1087474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1087500.625000 Penalty: 4429.525391
	Iteration 16Q: 3 clusters Score -1087501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1087518.500000 Penalty: 4429.525391
	Iteration 17Q: 3 clusters Score -1087518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1087531.000000 Penalty: 4429.525391
	Iteration 18Q: 3 clusters Score -1087531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1087542.500000 Penalty: 4429.525391
	Iteration 19Q: 3 clusters Score -1087542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1087549.000000 Penalty: 4429.525391
	Iteration 20F: 3 clusters Score -1087549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1087561.625000 Penalty: 4429.525391
	Iteration 21Q: 3 clusters Score -1087562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1087569.500000 Penalty: 4429.525391
	Iteration 22Q: 3 clusters Score -1087570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1087578.000000 Penalty: 4429.525391
	Iteration 23Q: 3 clusters Score -1087578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1087580.250000 Penalty: 4429.525391
	Iteration 24Q: 3 clusters Score -1087580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1087582.000000 Penalty: 4429.525391
	Iteration 25Q: 3 clusters Score -1087582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1087591.375000 Penalty: 4429.525391
	Iteration 26Q: 3 clusters Score -1087591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1087595.375000 Penalty: 4429.525391
	Iteration 27Q: 3 clusters Score -1087595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1087598.875000 Penalty: 4429.525391
	Iteration 28Q: 3 clusters Score -1087599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1087601.875000 Penalty: 4429.525391
	Iteration 29Q: 3 clusters Score -1087602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1087605.125000 Penalty: 4429.525391
	Iteration 30Q: 3 clusters Score -1087605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1087607.000000 Penalty: 4429.525391
	Iteration 31Q: 3 clusters Score -1087607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1087611.000000 Penalty: 4429.525391
	Iteration 32Q: 3 clusters Score -1087611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1087612.625000 Penalty: 4429.525391
	Iteration 33Q: 3 clusters Score -1087613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1087619.500000 Penalty: 4429.525391
	Iteration 34Q: 3 clusters Score -1087620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1087622.125000 Penalty: 4429.525391
	Iteration 35Q: 3 clusters Score -1087622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1087624.625000 Penalty: 4429.525391
	Iteration 36Q: 3 clusters Score -1087625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1087627.750000 Penalty: 4429.525391
	Iteration 37Q: 3 clusters Score -1087628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1087631.250000 Penalty: 4429.525391
	Iteration 38Q: 3 clusters Score -1087631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1087637.375000 Penalty: 4429.525391
	Iteration 39Q: 3 clusters Score -1087637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1087641.500000 Penalty: 4429.525391
	Iteration 40F: 3 clusters Score -1087642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1087647.875000 Penalty: 4429.525391
	Iteration 41Q: 3 clusters Score -1087648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1087661.875000 Penalty: 4429.525391
	Iteration 42Q: 3 clusters Score -1087662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1087675.125000 Penalty: 4429.525391
	Iteration 43Q: 3 clusters Score -1087675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1087692.250000 Penalty: 4429.525391
	Iteration 44Q: 3 clusters Score -1087692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1087711.125000 Penalty: 4429.525391
	Iteration 45Q: 3 clusters Score -1087711 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1087725.500000 Penalty: 4429.525391
	Iteration 46Q: 3 clusters Score -1087726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1087735.500000 Penalty: 4429.525391
	Iteration 47Q: 3 clusters Score -1087736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1087747.375000 Penalty: 4429.525391
	Iteration 48Q: 3 clusters Score -1087747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1087764.125000 Penalty: 4429.525391
	Iteration 49Q: 3 clusters Score -1087764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1087781.250000 Penalty: 4429.525391
	Iteration 50Q: 3 clusters Score -1087781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1087804.875000 Penalty: 4429.525391
	Iteration 51Q: 3 clusters Score -1087805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1087833.375000 Penalty: 4429.525391
	Iteration 52Q: 3 clusters Score -1087833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1087860.125000 Penalty: 4429.525391
	Iteration 53Q: 3 clusters Score -1087860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1087879.750000 Penalty: 4429.525391
	Iteration 54Q: 3 clusters Score -1087880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1087895.375000 Penalty: 4429.525391
	Iteration 55Q: 3 clusters Score -1087895 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1087910.375000 Penalty: 4429.525391
	Iteration 56Q: 3 clusters Score -1087910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1087932.500000 Penalty: 4429.525391
	Iteration 57Q: 3 clusters Score -1087932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1087962.875000 Penalty: 4429.525391
	Iteration 58Q: 3 clusters Score -1087963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1087987.500000 Penalty: 4429.525391
	Iteration 59Q: 3 clusters Score -1087988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1088004.000000 Penalty: 4429.525391
	Iteration 60F: 3 clusters Score -1088004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1088014.250000 Penalty: 4429.525391
	Iteration 61Q: 3 clusters Score -1088014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1088026.625000 Penalty: 4429.525391
	Iteration 62Q: 3 clusters Score -1088027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1088032.375000 Penalty: 4429.525391
	Iteration 63Q: 3 clusters Score -1088032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1088042.500000 Penalty: 4429.525391
	Iteration 64Q: 3 clusters Score -1088042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1088042.250000 Penalty: 4429.525391
	Iteration 65Q: 3 clusters Score -1088042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1088045.625000 Penalty: 4429.525391
	Iteration 66Q: 3 clusters Score -1088046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1088045.000000 Penalty: 4429.525391
	Iteration 67Q: 3 clusters Score -1088045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1088049.750000 Penalty: 4429.525391
	Iteration 68Q: 3 clusters Score -1088050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1088051.750000 Penalty: 4429.525391
	Iteration 69Q: 3 clusters Score -1088052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1088058.625000 Penalty: 4429.525391
	Iteration 70Q: 3 clusters Score -1088059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1088057.500000 Penalty: 4429.525391
	Iteration 71Q: 3 clusters Score -1088058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1088062.000000 Penalty: 4429.525391
	Iteration 72Q: 3 clusters Score -1088062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1088063.625000 Penalty: 4429.525391
	Iteration 73Q: 3 clusters Score -1088064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1088067.375000 Penalty: 4429.525391
	Iteration 74Q: 3 clusters Score -1088067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1088067.250000 Penalty: 4429.525391
	Iteration 75Q: 3 clusters Score -1088067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1088065.750000 Penalty: 4429.525391
	Iteration 76Q: 3 clusters Score -1088066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1088066.250000 Penalty: 4429.525391
	Iteration 77Q: 3 clusters Score -1088066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1088067.750000 Penalty: 4429.525391
	Iteration 78Q: 3 clusters Score -1088068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1088070.750000 Penalty: 4429.525391
	Iteration 79Q: 3 clusters Score -1088071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1088071.125000 Penalty: 4429.525391
	Iteration 80F: 3 clusters Score -1088071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1088072.750000 Penalty: 4429.525391
	Iteration 81Q: 3 clusters Score -1088073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1088074.375000 Penalty: 4429.525391
	Iteration 82Q: 3 clusters Score -1088074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1088074.750000 Penalty: 4429.525391
	Iteration 83Q: 3 clusters Score -1088075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1088072.500000 Penalty: 4429.525391
	Iteration 84Q: 3 clusters Score -1088072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1088075.375000 Penalty: 4429.525391
	Iteration 85Q: 3 clusters Score -1088075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1088076.250000 Penalty: 4429.525391
	Iteration 86Q: 3 clusters Score -1088076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1088076.250000 Penalty: 4429.525391
	Iteration 87F: 3 clusters Score -1088076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (88462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Entering Unmasked Estep 
Score: -14024344.000000 Penalty: 2824.801514
	Iteration 0F: 2 clusters Score -1.402434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -13969853.000000 Penalty: 5649.603027
	Iteration 0F: 3 clusters Score -1.396985e+07 nChanged 41613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -13993720.000000 Penalty: 5649.603027
	Iteration 1F: 3 clusters Score -1.399372e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -13994372.000000 Penalty: 5649.603027
	Iteration 2Q: 3 clusters Score -1.399437e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -13995130.000000 Penalty: 5649.603027
	Iteration 3Q: 3 clusters Score -1.399513e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -13996132.000000 Penalty: 5649.603027
	Iteration 4Q: 3 clusters Score -1.399613e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -13997531.000000 Penalty: 5649.603027
	Iteration 5Q: 3 clusters Score -1.399753e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -13999373.000000 Penalty: 5649.603027
	Iteration 6Q: 3 clusters Score -1.399937e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -14001737.000000 Penalty: 5649.603027
	Iteration 7F: 3 clusters Score -1.400174e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -14004974.000000 Penalty: 5649.603027
	Iteration 8F: 3 clusters Score -1.400497e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -14008924.000000 Penalty: 5649.603027
	Iteration 9F: 3 clusters Score -1.400892e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -14012935.000000 Penalty: 5649.603027
	Iteration 10F: 3 clusters Score -1.401294e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -14016332.000000 Penalty: 5649.603027
	Iteration 11Q: 3 clusters Score -1.401633e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -14018434.000000 Penalty: 5649.603027
	Iteration 12Q: 3 clusters Score -1.401843e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -14019649.000000 Penalty: 5649.603027
	Iteration 13Q: 3 clusters Score -1.401965e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -14020441.000000 Penalty: 5649.603027
	Iteration 14Q: 3 clusters Score -1.402044e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -14020984.000000 Penalty: 5649.603027
	Iteration 15Q: 3 clusters Score -1.402098e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -14021316.000000 Penalty: 5649.603027
	Iteration 16Q: 3 clusters Score -1.402132e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 87438 members 
Entering Unmasked Estep 
Score: -14021519.000000 Penalty: 5649.603027
	Iteration 17Q: 3 clusters Score -1.402152e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -14021614.000000 Penalty: 5649.603027
	Iteration 18Q: 3 clusters Score -1.402161e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -14021683.000000 Penalty: 5649.603027
	Iteration 19Q: 3 clusters Score -1.402168e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -14021752.000000 Penalty: 5649.603027
	Iteration 20F: 3 clusters Score -1.402175e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -14021814.000000 Penalty: 5649.603027
	Iteration 21Q: 3 clusters Score -1.402181e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -14021855.000000 Penalty: 5649.603027
	Iteration 22Q: 3 clusters Score -1.402186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -14021873.000000 Penalty: 5649.603027
	Iteration 23Q: 3 clusters Score -1.402187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -14021896.000000 Penalty: 5649.603027
	Iteration 24Q: 3 clusters Score -1.40219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -14021905.000000 Penalty: 5649.603027
	Iteration 25Q: 3 clusters Score -1.40219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -14021907.000000 Penalty: 5649.603027
	Iteration 26Q: 3 clusters Score -1.402191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -14021924.000000 Penalty: 5649.603027
	Iteration 27Q: 3 clusters Score -1.402192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -14021922.000000 Penalty: 5649.603027
	Iteration 28Q: 3 clusters Score -1.402192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -14021921.000000 Penalty: 5649.603027
	Iteration 29Q: 3 clusters Score -1.402192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -14021922.000000 Penalty: 5649.603027
	Iteration 30Q: 3 clusters Score -1.402192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -14021922.000000 Penalty: 5649.603027
	Iteration 31F: 3 clusters Score -1.402192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Entering Unmasked Estep 
Score: -4286943.500000 Penalty: 2545.158203
	Iteration 0F: 2 clusters Score -4286944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4267344.000000 Penalty: 5090.316406
	Iteration 0F: 3 clusters Score -4267344 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -4274355.500000 Penalty: 5090.316406
	Iteration 1F: 3 clusters Score -4274356 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4275197.500000 Penalty: 5090.316406
	Iteration 2F: 3 clusters Score -4275198 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -4276217.500000 Penalty: 5090.316406
	Iteration 3F: 3 clusters Score -4276218 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4277528.000000 Penalty: 5090.316406
	Iteration 4F: 3 clusters Score -4277528 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4278745.000000 Penalty: 5090.316406
	Iteration 5F: 3 clusters Score -4278745 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4279765.000000 Penalty: 5090.316406
	Iteration 6F: 3 clusters Score -4279765 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4280750.500000 Penalty: 5090.316406
	Iteration 7Q: 3 clusters Score -4280750 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4281681.000000 Penalty: 5090.316406
	Iteration 8Q: 3 clusters Score -4281681 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4282399.000000 Penalty: 5090.316406
	Iteration 9Q: 3 clusters Score -4282399 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4282936.500000 Penalty: 5090.316406
	Iteration 10Q: 3 clusters Score -4282936 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4283370.000000 Penalty: 5090.316406
	Iteration 11Q: 3 clusters Score -4283370 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4283666.000000 Penalty: 5090.316406
	Iteration 12Q: 3 clusters Score -4283666 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4283925.500000 Penalty: 5090.316406
	Iteration 13Q: 3 clusters Score -4283926 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4284151.000000 Penalty: 5090.316406
	Iteration 14Q: 3 clusters Score -4284151 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4284346.500000 Penalty: 5090.316406
	Iteration 15Q: 3 clusters Score -4284346 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -4284477.000000 Penalty: 5090.316406
	Iteration 16Q: 3 clusters Score -4284477 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4284574.000000 Penalty: 5090.316406
	Iteration 17Q: 3 clusters Score -4284574 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4284634.000000 Penalty: 5090.316406
	Iteration 18Q: 3 clusters Score -4284634 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4284688.500000 Penalty: 5090.316406
	Iteration 19Q: 3 clusters Score -4284688 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4284758.000000 Penalty: 5090.316406
	Iteration 20F: 3 clusters Score -4284758 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4284821.500000 Penalty: 5090.316406
	Iteration 21Q: 3 clusters Score -4284822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -4284875.500000 Penalty: 5090.316406
	Iteration 22Q: 3 clusters Score -4284876 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -4284935.500000 Penalty: 5090.316406
	Iteration 23Q: 3 clusters Score -4284936 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4284974.500000 Penalty: 5090.316406
	Iteration 24Q: 3 clusters Score -4284974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4285015.500000 Penalty: 5090.316406
	Iteration 25Q: 3 clusters Score -4285016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4285050.500000 Penalty: 5090.316406
	Iteration 26Q: 3 clusters Score -4285050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -4285085.500000 Penalty: 5090.316406
	Iteration 27Q: 3 clusters Score -4285086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -4285119.000000 Penalty: 5090.316406
	Iteration 28Q: 3 clusters Score -4285119 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4285160.000000 Penalty: 5090.316406
	Iteration 29Q: 3 clusters Score -4285160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4285187.000000 Penalty: 5090.316406
	Iteration 30Q: 3 clusters Score -4285187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4285214.000000 Penalty: 5090.316406
	Iteration 31Q: 3 clusters Score -4285214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -4285237.000000 Penalty: 5090.316406
	Iteration 32Q: 3 clusters Score -4285237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4285259.500000 Penalty: 5090.316406
	Iteration 33Q: 3 clusters Score -4285260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4285288.500000 Penalty: 5090.316406
	Iteration 34Q: 3 clusters Score -4285288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4285304.500000 Penalty: 5090.316406
	Iteration 35Q: 3 clusters Score -4285304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4285349.500000 Penalty: 5090.316406
	Iteration 36Q: 3 clusters Score -4285350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -4285393.000000 Penalty: 5090.316406
	Iteration 37Q: 3 clusters Score -4285393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4285429.000000 Penalty: 5090.316406
	Iteration 38Q: 3 clusters Score -4285429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -4285451.500000 Penalty: 5090.316406
	Iteration 39Q: 3 clusters Score -4285452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4285472.500000 Penalty: 5090.316406
	Iteration 40F: 3 clusters Score -4285472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -4285482.000000 Penalty: 5090.316406
	Iteration 41Q: 3 clusters Score -4285482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4285488.000000 Penalty: 5090.316406
	Iteration 42Q: 3 clusters Score -4285488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4285501.000000 Penalty: 5090.316406
	Iteration 43Q: 3 clusters Score -4285501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4285504.000000 Penalty: 5090.316406
	Iteration 44Q: 3 clusters Score -4285504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4285511.500000 Penalty: 5090.316406
	Iteration 45Q: 3 clusters Score -4285512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4285509.500000 Penalty: 5090.316406
	Iteration 46Q: 3 clusters Score -4285510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4285524.000000 Penalty: 5090.316406
	Iteration 47Q: 3 clusters Score -4285524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4285533.500000 Penalty: 5090.316406
	Iteration 48Q: 3 clusters Score -4285534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4285525.500000 Penalty: 5090.316406
	Iteration 49Q: 3 clusters Score -4285526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4285534.500000 Penalty: 5090.316406
	Iteration 50Q: 3 clusters Score -4285534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4285538.500000 Penalty: 5090.316406
	Iteration 51Q: 3 clusters Score -4285538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4285542.000000 Penalty: 5090.316406
	Iteration 52Q: 3 clusters Score -4285542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4285548.000000 Penalty: 5090.316406
	Iteration 53Q: 3 clusters Score -4285548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4285563.000000 Penalty: 5090.316406
	Iteration 54Q: 3 clusters Score -4285563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4285559.500000 Penalty: 5090.316406
	Iteration 55Q: 3 clusters Score -4285560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4285563.000000 Penalty: 5090.316406
	Iteration 56Q: 3 clusters Score -4285563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4285558.000000 Penalty: 5090.316406
	Iteration 57Q: 3 clusters Score -4285558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -4285558.000000 Penalty: 5090.316406
	Iteration 58F: 3 clusters Score -4285558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1722783.750000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1722784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1714407.625000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1714408 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1716941.750000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1716942 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1717306.625000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1717307 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1717613.250000 Penalty: 4619.823242
	Iteration 3F: 3 clusters Score -1717613 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1717890.000000 Penalty: 4619.823242
	Iteration 4F: 3 clusters Score -1717890 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1718179.250000 Penalty: 4619.823242
	Iteration 5Q: 3 clusters Score -1718179 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1718510.750000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1718511 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1718909.125000 Penalty: 4619.823242
	Iteration 7F: 3 clusters Score -1718909 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1719375.750000 Penalty: 4619.823242
	Iteration 8F: 3 clusters Score -1719376 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1719857.750000 Penalty: 4619.823242
	Iteration 9F: 3 clusters Score -1719858 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1720273.000000 Penalty: 4619.823242
	Iteration 10Q: 3 clusters Score -1720273 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1720554.125000 Penalty: 4619.823242
	Iteration 11Q: 3 clusters Score -1720554 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1720715.625000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1720716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1720807.625000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1720808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1720854.125000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1720854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1720878.625000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1720879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1720908.750000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1720909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1720933.250000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1720933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1720946.750000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1720947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1720956.750000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1720957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1720971.875000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1720972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1720983.375000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1720983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1720993.125000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1720993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1721003.625000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1721004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1721009.125000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1721009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1721011.750000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1721012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1721011.250000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1721011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1721011.250000 Penalty: 4619.823242
	Iteration 27F: 3 clusters Score -1721011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -209163.500000 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -209163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -207018.203125 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -207018.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -207329.578125 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -207329.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -207416.296875 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -207416.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -207451.296875 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -207451.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -207483.468750 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -207483.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207500.640625 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -207500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207511.375000 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -207511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207516.703125 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -207516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -207523.687500 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -207523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -207527.000000 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -207527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -207530.750000 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -207530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -207531.796875 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -207531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -207532.531250 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -207532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -207532.531250 Penalty: 3574.730957
	Iteration 13F: 3 clusters Score -207532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -1020750.687500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -1020751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1015148.500000 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -1015148 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1016586.500000 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -1016586 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1016863.250000 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -1016863 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1017068.562500 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -1017069 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1017241.062500 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -1017241 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1017381.937500 Penalty: 4375.139648
	Iteration 5Q: 3 clusters Score -1017382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1017488.687500 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -1017489 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1017583.000000 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -1017583 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1017666.875000 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -1017667 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1017750.625000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -1017751 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1017822.000000 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -1017822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1017882.937500 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -1017883 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1017943.312500 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -1017943 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1018008.187500 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -1018008 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1018103.500000 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -1018104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1018221.187500 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -1018221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1018351.000000 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -1018351 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1018496.875000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -1018497 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1018664.125000 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -1018664 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1018863.625000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -1018864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1019065.625000 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -1019066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1019236.812500 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -1019237 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1019431.875000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -1019432 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1019598.750000 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -1019599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1019692.937500 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -1019693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1019760.750000 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -1019761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1019797.250000 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -1019797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1019821.500000 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -1019822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1019829.750000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -1019830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1019835.000000 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -1019835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1019837.062500 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -1019837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1019837.500000 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -1019838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1019838.812500 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -1019839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1019839.125000 Penalty: 4375.139648
	Iteration 33Q: 3 clusters Score -1019839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1019839.750000 Penalty: 4375.139648
	Iteration 34Q: 3 clusters Score -1019840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1019839.625000 Penalty: 4375.139648
	Iteration 35Q: 3 clusters Score -1019840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1019839.625000 Penalty: 4375.139648
	Iteration 36F: 3 clusters Score -1019840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -456335.187500 Penalty: 1980.231201
	Iteration 0F: 2 clusters Score -456335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -453151.625000 Penalty: 3960.462402
	Iteration 0F: 3 clusters Score -453151.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -453776.968750 Penalty: 3960.462402
	Iteration 1F: 3 clusters Score -453777 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -453994.750000 Penalty: 3960.462402
	Iteration 2F: 3 clusters Score -453994.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -454156.468750 Penalty: 3960.462402
	Iteration 3F: 3 clusters Score -454156.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -454312.156250 Penalty: 3960.462402
	Iteration 4F: 3 clusters Score -454312.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -454476.250000 Penalty: 3960.462402
	Iteration 5F: 3 clusters Score -454476.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -454638.156250 Penalty: 3960.462402
	Iteration 6F: 3 clusters Score -454638.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -454766.593750 Penalty: 3960.462402
	Iteration 7Q: 3 clusters Score -454766.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -454886.187500 Penalty: 3960.462402
	Iteration 8Q: 3 clusters Score -454886.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -454977.750000 Penalty: 3960.462402
	Iteration 9Q: 3 clusters Score -454977.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -455028.312500 Penalty: 3960.462402
	Iteration 10Q: 3 clusters Score -455028.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -455066.062500 Penalty: 3960.462402
	Iteration 11Q: 3 clusters Score -455066.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -455090.812500 Penalty: 3960.462402
	Iteration 12Q: 3 clusters Score -455090.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -455101.593750 Penalty: 3960.462402
	Iteration 13Q: 3 clusters Score -455101.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -455107.093750 Penalty: 3960.462402
	Iteration 14Q: 3 clusters Score -455107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -455114.906250 Penalty: 3960.462402
	Iteration 15Q: 3 clusters Score -455114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -455119.125000 Penalty: 3960.462402
	Iteration 16Q: 3 clusters Score -455119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -455122.218750 Penalty: 3960.462402
	Iteration 17Q: 3 clusters Score -455122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -455124.281250 Penalty: 3960.462402
	Iteration 18Q: 3 clusters Score -455124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -455126.625000 Penalty: 3960.462402
	Iteration 19Q: 3 clusters Score -455126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -455126.875000 Penalty: 3960.462402
	Iteration 20F: 3 clusters Score -455126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -455127.750000 Penalty: 3960.462402
	Iteration 21Q: 3 clusters Score -455127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -455127.750000 Penalty: 3960.462402
	Iteration 22F: 3 clusters Score -455127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Entering Unmasked Estep 
Score: -1520079.125000 Penalty: 2272.043457
	Iteration 0F: 2 clusters Score -1520079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1512712.500000 Penalty: 4544.086914
	Iteration 0F: 3 clusters Score -1512712 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1514936.625000 Penalty: 4544.086914
	Iteration 1F: 3 clusters Score -1514937 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1515365.625000 Penalty: 4544.086914
	Iteration 2F: 3 clusters Score -1515366 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1515808.250000 Penalty: 4544.086914
	Iteration 3F: 3 clusters Score -1515808 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1516317.375000 Penalty: 4544.086914
	Iteration 4F: 3 clusters Score -1516317 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1516899.250000 Penalty: 4544.086914
	Iteration 5F: 3 clusters Score -1516899 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1517426.250000 Penalty: 4544.086914
	Iteration 6F: 3 clusters Score -1517426 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1517844.375000 Penalty: 4544.086914
	Iteration 7F: 3 clusters Score -1517844 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1518062.375000 Penalty: 4544.086914
	Iteration 8Q: 3 clusters Score -1518062 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1518177.875000 Penalty: 4544.086914
	Iteration 9Q: 3 clusters Score -1518178 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1518230.625000 Penalty: 4544.086914
	Iteration 10Q: 3 clusters Score -1518231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1518257.500000 Penalty: 4544.086914
	Iteration 11Q: 3 clusters Score -1518258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1518267.000000 Penalty: 4544.086914
	Iteration 12Q: 3 clusters Score -1518267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1518277.250000 Penalty: 4544.086914
	Iteration 13Q: 3 clusters Score -1518277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1518281.625000 Penalty: 4544.086914
	Iteration 14Q: 3 clusters Score -1518282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1518287.375000 Penalty: 4544.086914
	Iteration 15Q: 3 clusters Score -1518287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1518289.875000 Penalty: 4544.086914
	Iteration 16Q: 3 clusters Score -1518290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1518290.125000 Penalty: 4544.086914
	Iteration 17Q: 3 clusters Score -1518290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1518292.875000 Penalty: 4544.086914
	Iteration 18Q: 3 clusters Score -1518293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1518294.375000 Penalty: 4544.086914
	Iteration 19Q: 3 clusters Score -1518294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1518292.000000 Penalty: 4544.086914
	Iteration 20F: 3 clusters Score -1518292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1518293.125000 Penalty: 4544.086914
	Iteration 21Q: 3 clusters Score -1518293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1518297.000000 Penalty: 4544.086914
	Iteration 22Q: 3 clusters Score -1518297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1518293.250000 Penalty: 4544.086914
	Iteration 23Q: 3 clusters Score -1518293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1518295.000000 Penalty: 4544.086914
	Iteration 24Q: 3 clusters Score -1518295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1518295.250000 Penalty: 4544.086914
	Iteration 25Q: 3 clusters Score -1518295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1518295.375000 Penalty: 4544.086914
	Iteration 26Q: 3 clusters Score -1518295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1518298.875000 Penalty: 4544.086914
	Iteration 27Q: 3 clusters Score -1518299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1518301.250000 Penalty: 4544.086914
	Iteration 28Q: 3 clusters Score -1518301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1518302.000000 Penalty: 4544.086914
	Iteration 29Q: 3 clusters Score -1518302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1518301.875000 Penalty: 4544.086914
	Iteration 30Q: 3 clusters Score -1518302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1518300.000000 Penalty: 4544.086914
	Iteration 31Q: 3 clusters Score -1518300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1518299.625000 Penalty: 4544.086914
	Iteration 32Q: 3 clusters Score -1518300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1518297.625000 Penalty: 4544.086914
	Iteration 33Q: 3 clusters Score -1518298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1518297.500000 Penalty: 4544.086914
	Iteration 34Q: 3 clusters Score -1518298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1518297.500000 Penalty: 4544.086914
	Iteration 35F: 3 clusters Score -1518298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -694670.187500 Penalty: 2087.563232
	Iteration 0F: 2 clusters Score -694670.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -690390.062500 Penalty: 4175.126465
	Iteration 0F: 3 clusters Score -690390.1 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -691396.875000 Penalty: 4175.126465
	Iteration 1F: 3 clusters Score -691396.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -691612.312500 Penalty: 4175.126465
	Iteration 2F: 3 clusters Score -691612.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -691780.625000 Penalty: 4175.126465
	Iteration 3F: 3 clusters Score -691780.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -691976.250000 Penalty: 4175.126465
	Iteration 4F: 3 clusters Score -691976.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -692178.062500 Penalty: 4175.126465
	Iteration 5Q: 3 clusters Score -692178.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -692478.000000 Penalty: 4175.126465
	Iteration 6F: 3 clusters Score -692478 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -692863.625000 Penalty: 4175.126465
	Iteration 7F: 3 clusters Score -692863.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -693299.875000 Penalty: 4175.126465
	Iteration 8F: 3 clusters Score -693299.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -693683.250000 Penalty: 4175.126465
	Iteration 9F: 3 clusters Score -693683.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -693974.812500 Penalty: 4175.126465
	Iteration 10Q: 3 clusters Score -693974.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -694110.500000 Penalty: 4175.126465
	Iteration 11Q: 3 clusters Score -694110.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -694180.750000 Penalty: 4175.126465
	Iteration 12Q: 3 clusters Score -694180.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -694227.562500 Penalty: 4175.126465
	Iteration 13Q: 3 clusters Score -694227.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -694263.125000 Penalty: 4175.126465
	Iteration 14Q: 3 clusters Score -694263.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -694297.625000 Penalty: 4175.126465
	Iteration 15Q: 3 clusters Score -694297.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -694321.187500 Penalty: 4175.126465
	Iteration 16Q: 3 clusters Score -694321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -694340.375000 Penalty: 4175.126465
	Iteration 17Q: 3 clusters Score -694340.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -694353.875000 Penalty: 4175.126465
	Iteration 18Q: 3 clusters Score -694353.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -694361.875000 Penalty: 4175.126465
	Iteration 19Q: 3 clusters Score -694361.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -694367.000000 Penalty: 4175.126465
	Iteration 20F: 3 clusters Score -694367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -694370.500000 Penalty: 4175.126465
	Iteration 21Q: 3 clusters Score -694370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -694372.500000 Penalty: 4175.126465
	Iteration 22Q: 3 clusters Score -694372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -694372.500000 Penalty: 4175.126465
	Iteration 23F: 3 clusters Score -694372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -1005599.562500 Penalty: 2186.763184
	Iteration 0F: 2 clusters Score -1005600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -999988.437500 Penalty: 4373.526367
	Iteration 0F: 3 clusters Score -999988.4 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1001470.812500 Penalty: 4373.526367
	Iteration 1F: 3 clusters Score -1001471 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1001775.250000 Penalty: 4373.526367
	Iteration 2F: 3 clusters Score -1001775 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1002050.000000 Penalty: 4373.526367
	Iteration 3F: 3 clusters Score -1002050 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1002302.125000 Penalty: 4373.526367
	Iteration 4F: 3 clusters Score -1002302 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1002590.937500 Penalty: 4373.526367
	Iteration 5F: 3 clusters Score -1002591 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1002948.875000 Penalty: 4373.526367
	Iteration 6F: 3 clusters Score -1002949 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1003313.625000 Penalty: 4373.526367
	Iteration 7F: 3 clusters Score -1003314 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1003615.687500 Penalty: 4373.526367
	Iteration 8F: 3 clusters Score -1003616 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1003870.812500 Penalty: 4373.526367
	Iteration 9Q: 3 clusters Score -1003871 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1004053.875000 Penalty: 4373.526367
	Iteration 10Q: 3 clusters Score -1004054 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1004172.187500 Penalty: 4373.526367
	Iteration 11Q: 3 clusters Score -1004172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1004268.375000 Penalty: 4373.526367
	Iteration 12Q: 3 clusters Score -1004268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1004342.125000 Penalty: 4373.526367
	Iteration 13Q: 3 clusters Score -1004342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1004398.437500 Penalty: 4373.526367
	Iteration 14Q: 3 clusters Score -1004398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1004454.312500 Penalty: 4373.526367
	Iteration 15Q: 3 clusters Score -1004454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1004495.250000 Penalty: 4373.526367
	Iteration 16Q: 3 clusters Score -1004495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1004528.500000 Penalty: 4373.526367
	Iteration 17Q: 3 clusters Score -1004528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1004543.937500 Penalty: 4373.526367
	Iteration 18Q: 3 clusters Score -1004544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1004556.750000 Penalty: 4373.526367
	Iteration 19Q: 3 clusters Score -1004557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1004567.250000 Penalty: 4373.526367
	Iteration 20F: 3 clusters Score -1004567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1004577.062500 Penalty: 4373.526367
	Iteration 21Q: 3 clusters Score -1004577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1004582.625000 Penalty: 4373.526367
	Iteration 22Q: 3 clusters Score -1004583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1004585.000000 Penalty: 4373.526367
	Iteration 23Q: 3 clusters Score -1004585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1004594.125000 Penalty: 4373.526367
	Iteration 24Q: 3 clusters Score -1004594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1004604.250000 Penalty: 4373.526367
	Iteration 25Q: 3 clusters Score -1004604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1004610.812500 Penalty: 4373.526367
	Iteration 26Q: 3 clusters Score -1004611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1004619.000000 Penalty: 4373.526367
	Iteration 27Q: 3 clusters Score -1004619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1004626.812500 Penalty: 4373.526367
	Iteration 28Q: 3 clusters Score -1004627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1004637.125000 Penalty: 4373.526367
	Iteration 29Q: 3 clusters Score -1004637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1004645.625000 Penalty: 4373.526367
	Iteration 30Q: 3 clusters Score -1004646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1004657.187500 Penalty: 4373.526367
	Iteration 31Q: 3 clusters Score -1004657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1004672.312500 Penalty: 4373.526367
	Iteration 32Q: 3 clusters Score -1004672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1004679.937500 Penalty: 4373.526367
	Iteration 33Q: 3 clusters Score -1004680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1004683.500000 Penalty: 4373.526367
	Iteration 34Q: 3 clusters Score -1004684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1004686.437500 Penalty: 4373.526367
	Iteration 35Q: 3 clusters Score -1004686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1004692.000000 Penalty: 4373.526367
	Iteration 36Q: 3 clusters Score -1004692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1004691.125000 Penalty: 4373.526367
	Iteration 37Q: 3 clusters Score -1004691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1004690.375000 Penalty: 4373.526367
	Iteration 38Q: 3 clusters Score -1004690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1004693.625000 Penalty: 4373.526367
	Iteration 39Q: 3 clusters Score -1004694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1004693.937500 Penalty: 4373.526367
	Iteration 40F: 3 clusters Score -1004694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1004694.750000 Penalty: 4373.526367
	Iteration 41Q: 3 clusters Score -1004695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1004696.062500 Penalty: 4373.526367
	Iteration 42Q: 3 clusters Score -1004696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1004697.062500 Penalty: 4373.526367
	Iteration 43Q: 3 clusters Score -1004697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1004697.062500 Penalty: 4373.526367
	Iteration 44F: 3 clusters Score -1004697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132594.203125 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130713.046875 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -130713 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -131073.968750 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131074 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131296.859375 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -131296.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131484.468750 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -131484.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131680.531250 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -131680.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131942.781250 Penalty: 3380.013184
	Iteration 5F: 3 clusters Score -131942.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -132325.734375 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -132325.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -132727.015625 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -132727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -132755.953125 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -132756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132778.625000 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -132778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -132791.843750 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -132791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -132812.031250 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -132812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132828.125000 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -132828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -132863.406250 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -132863.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132896.484375 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -132896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -132922.562500 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -132922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -132946.343750 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -132946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132959.531250 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -132959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -132973.078125 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -132973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -132977.343750 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -132977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -132987.828125 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -132987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -133017.515625 Penalty: 3380.013184
	Iteration 21Q: 3 clusters Score -133017.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133079.203125 Penalty: 3380.013184
	Iteration 22Q: 3 clusters Score -133079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133163.250000 Penalty: 3380.013184
	Iteration 23Q: 3 clusters Score -133163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -133313.937500 Penalty: 3380.013184
	Iteration 24Q: 3 clusters Score -133313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -133415.781250 Penalty: 3380.013184
	Iteration 25Q: 3 clusters Score -133415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -133450.640625 Penalty: 3380.013184
	Iteration 26Q: 3 clusters Score -133450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -133452.953125 Penalty: 3380.013184
	Iteration 27Q: 3 clusters Score -133453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -133455.187500 Penalty: 3380.013184
	Iteration 28Q: 3 clusters Score -133455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133456.234375 Penalty: 3380.013184
	Iteration 29Q: 3 clusters Score -133456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133456.234375 Penalty: 3380.013184
	Iteration 30F: 3 clusters Score -133456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 614 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 297 members 
Entering Unmasked Estep 
Score: -151894688.000000 Penalty: 212414.656250
Splitting cluster 37 changes total score from -151895568.000000 to -151894688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Entering Unmasked Estep 
Score: -532797.812500 Penalty: 2047.702881
	Iteration 0F: 2 clusters Score -532797.8 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 1911 members 
Entering Unmasked Estep 
Score: -529062.312500 Penalty: 4095.405762
	Iteration 0F: 3 clusters Score -529062.3 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -530001.062500 Penalty: 4095.405762
	Iteration 1F: 3 clusters Score -530001.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -530337.500000 Penalty: 4095.405762
	Iteration 2F: 3 clusters Score -530337.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -530643.187500 Penalty: 4095.405762
	Iteration 3F: 3 clusters Score -530643.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -530953.125000 Penalty: 4095.405762
	Iteration 4F: 3 clusters Score -530953.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -531265.312500 Penalty: 4095.405762
	Iteration 5F: 3 clusters Score -531265.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -531503.312500 Penalty: 4095.405762
	Iteration 6F: 3 clusters Score -531503.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -531652.750000 Penalty: 4095.405762
	Iteration 7Q: 3 clusters Score -531652.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -531742.187500 Penalty: 4095.405762
	Iteration 8Q: 3 clusters Score -531742.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -531805.625000 Penalty: 4095.405762
	Iteration 9Q: 3 clusters Score -531805.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -531854.687500 Penalty: 4095.405762
	Iteration 10Q: 3 clusters Score -531854.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -531886.750000 Penalty: 4095.405762
	Iteration 11Q: 3 clusters Score -531886.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -531916.625000 Penalty: 4095.405762
	Iteration 12Q: 3 clusters Score -531916.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -531937.937500 Penalty: 4095.405762
	Iteration 13Q: 3 clusters Score -531937.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -531958.250000 Penalty: 4095.405762
	Iteration 14Q: 3 clusters Score -531958.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -531990.000000 Penalty: 4095.405762
	Iteration 15Q: 3 clusters Score -531990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -532027.562500 Penalty: 4095.405762
	Iteration 16Q: 3 clusters Score -532027.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -532052.812500 Penalty: 4095.405762
	Iteration 17Q: 3 clusters Score -532052.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -532076.187500 Penalty: 4095.405762
	Iteration 18Q: 3 clusters Score -532076.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -532100.375000 Penalty: 4095.405762
	Iteration 19Q: 3 clusters Score -532100.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -532129.937500 Penalty: 4095.405762
	Iteration 20F: 3 clusters Score -532129.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -532154.125000 Penalty: 4095.405762
	Iteration 21Q: 3 clusters Score -532154.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -532171.250000 Penalty: 4095.405762
	Iteration 22Q: 3 clusters Score -532171.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -532192.125000 Penalty: 4095.405762
	Iteration 23Q: 3 clusters Score -532192.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -532214.937500 Penalty: 4095.405762
	Iteration 24Q: 3 clusters Score -532214.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -532224.187500 Penalty: 4095.405762
	Iteration 25Q: 3 clusters Score -532224.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -532234.750000 Penalty: 4095.405762
	Iteration 26Q: 3 clusters Score -532234.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -532243.000000 Penalty: 4095.405762
	Iteration 27Q: 3 clusters Score -532243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -532252.625000 Penalty: 4095.405762
	Iteration 28Q: 3 clusters Score -532252.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -532263.062500 Penalty: 4095.405762
	Iteration 29Q: 3 clusters Score -532263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -532271.125000 Penalty: 4095.405762
	Iteration 30Q: 3 clusters Score -532271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -532276.312500 Penalty: 4095.405762
	Iteration 31Q: 3 clusters Score -532276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -532284.625000 Penalty: 4095.405762
	Iteration 32Q: 3 clusters Score -532284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -532290.000000 Penalty: 4095.405762
	Iteration 33Q: 3 clusters Score -532290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -532296.250000 Penalty: 4095.405762
	Iteration 34Q: 3 clusters Score -532296.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -532300.250000 Penalty: 4095.405762
	Iteration 35Q: 3 clusters Score -532300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -532304.187500 Penalty: 4095.405762
	Iteration 36Q: 3 clusters Score -532304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -532307.062500 Penalty: 4095.405762
	Iteration 37Q: 3 clusters Score -532307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -532314.375000 Penalty: 4095.405762
	Iteration 38Q: 3 clusters Score -532314.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -532324.062500 Penalty: 4095.405762
	Iteration 39Q: 3 clusters Score -532324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -532335.062500 Penalty: 4095.405762
	Iteration 40F: 3 clusters Score -532335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -532343.125000 Penalty: 4095.405762
	Iteration 41Q: 3 clusters Score -532343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -532347.125000 Penalty: 4095.405762
	Iteration 42Q: 3 clusters Score -532347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -532353.000000 Penalty: 4095.405762
	Iteration 43Q: 3 clusters Score -532353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -532356.562500 Penalty: 4095.405762
	Iteration 44Q: 3 clusters Score -532356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -532361.437500 Penalty: 4095.405762
	Iteration 45Q: 3 clusters Score -532361.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -532364.625000 Penalty: 4095.405762
	Iteration 46Q: 3 clusters Score -532364.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -532372.312500 Penalty: 4095.405762
	Iteration 47Q: 3 clusters Score -532372.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -532375.375000 Penalty: 4095.405762
	Iteration 48Q: 3 clusters Score -532375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -532375.875000 Penalty: 4095.405762
	Iteration 49Q: 3 clusters Score -532375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -532376.062500 Penalty: 4095.405762
	Iteration 50Q: 3 clusters Score -532376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -532377.062500 Penalty: 4095.405762
	Iteration 51Q: 3 clusters Score -532377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -532377.687500 Penalty: 4095.405762
	Iteration 52Q: 3 clusters Score -532377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -532377.937500 Penalty: 4095.405762
	Iteration 53Q: 3 clusters Score -532377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -532378.687500 Penalty: 4095.405762
	Iteration 54Q: 3 clusters Score -532378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -532378.812500 Penalty: 4095.405762
	Iteration 55Q: 3 clusters Score -532378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -532379.500000 Penalty: 4095.405762
	Iteration 56Q: 3 clusters Score -532379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -532380.625000 Penalty: 4095.405762
	Iteration 57Q: 3 clusters Score -532380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -532380.937500 Penalty: 4095.405762
	Iteration 58Q: 3 clusters Score -532380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -532380.937500 Penalty: 4095.405762
	Iteration 59F: 3 clusters Score -532380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -1356760.000000 Penalty: 2258.558105
	Iteration 0F: 2 clusters Score -1356760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1349757.875000 Penalty: 4517.116211
	Iteration 0F: 3 clusters Score -1349758 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1351744.250000 Penalty: 4517.116211
	Iteration 1F: 3 clusters Score -1351744 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1352072.000000 Penalty: 4517.116211
	Iteration 2F: 3 clusters Score -1352072 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1352264.625000 Penalty: 4517.116211
	Iteration 3F: 3 clusters Score -1352265 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1352402.250000 Penalty: 4517.116211
	Iteration 4Q: 3 clusters Score -1352402 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1352523.500000 Penalty: 4517.116211
	Iteration 5Q: 3 clusters Score -1352524 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1352650.875000 Penalty: 4517.116211
	Iteration 6Q: 3 clusters Score -1352651 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1352763.375000 Penalty: 4517.116211
	Iteration 7Q: 3 clusters Score -1352763 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1352874.375000 Penalty: 4517.116211
	Iteration 8Q: 3 clusters Score -1352874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1353014.000000 Penalty: 4517.116211
	Iteration 9Q: 3 clusters Score -1353014 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1353173.875000 Penalty: 4517.116211
	Iteration 10Q: 3 clusters Score -1353174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1353332.750000 Penalty: 4517.116211
	Iteration 11Q: 3 clusters Score -1353333 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1353483.000000 Penalty: 4517.116211
	Iteration 12Q: 3 clusters Score -1353483 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1353660.500000 Penalty: 4517.116211
	Iteration 13Q: 3 clusters Score -1353660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1353823.000000 Penalty: 4517.116211
	Iteration 14Q: 3 clusters Score -1353823 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1353975.250000 Penalty: 4517.116211
	Iteration 15Q: 3 clusters Score -1353975 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1354079.625000 Penalty: 4517.116211
	Iteration 16Q: 3 clusters Score -1354080 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1354170.375000 Penalty: 4517.116211
	Iteration 17Q: 3 clusters Score -1354170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1354250.000000 Penalty: 4517.116211
	Iteration 18Q: 3 clusters Score -1354250 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1354314.500000 Penalty: 4517.116211
	Iteration 19Q: 3 clusters Score -1354314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1354371.750000 Penalty: 4517.116211
	Iteration 20F: 3 clusters Score -1354372 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1354410.000000 Penalty: 4517.116211
	Iteration 21Q: 3 clusters Score -1354410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1354433.500000 Penalty: 4517.116211
	Iteration 22Q: 3 clusters Score -1354434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1354449.375000 Penalty: 4517.116211
	Iteration 23Q: 3 clusters Score -1354449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1354461.250000 Penalty: 4517.116211
	Iteration 24Q: 3 clusters Score -1354461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1354476.625000 Penalty: 4517.116211
	Iteration 25Q: 3 clusters Score -1354477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1354483.875000 Penalty: 4517.116211
	Iteration 26Q: 3 clusters Score -1354484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1354492.625000 Penalty: 4517.116211
	Iteration 27Q: 3 clusters Score -1354493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1354500.000000 Penalty: 4517.116211
	Iteration 28Q: 3 clusters Score -1354500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1354504.000000 Penalty: 4517.116211
	Iteration 29Q: 3 clusters Score -1354504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1354504.250000 Penalty: 4517.116211
	Iteration 30Q: 3 clusters Score -1354504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1354508.625000 Penalty: 4517.116211
	Iteration 31Q: 3 clusters Score -1354509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1354512.750000 Penalty: 4517.116211
	Iteration 32Q: 3 clusters Score -1354513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1354515.500000 Penalty: 4517.116211
	Iteration 33Q: 3 clusters Score -1354516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1354518.500000 Penalty: 4517.116211
	Iteration 34Q: 3 clusters Score -1354518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1354522.250000 Penalty: 4517.116211
	Iteration 35Q: 3 clusters Score -1354522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1354526.500000 Penalty: 4517.116211
	Iteration 36Q: 3 clusters Score -1354526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1354534.125000 Penalty: 4517.116211
	Iteration 37Q: 3 clusters Score -1354534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1354534.375000 Penalty: 4517.116211
	Iteration 38Q: 3 clusters Score -1354534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1354539.125000 Penalty: 4517.116211
	Iteration 39Q: 3 clusters Score -1354539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1354540.625000 Penalty: 4517.116211
	Iteration 40F: 3 clusters Score -1354541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1354540.750000 Penalty: 4517.116211
	Iteration 41Q: 3 clusters Score -1354541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1354547.750000 Penalty: 4517.116211
	Iteration 42Q: 3 clusters Score -1354548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1354553.750000 Penalty: 4517.116211
	Iteration 43Q: 3 clusters Score -1354554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1354562.500000 Penalty: 4517.116211
	Iteration 44Q: 3 clusters Score -1354562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1354580.875000 Penalty: 4517.116211
	Iteration 45Q: 3 clusters Score -1354581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1354591.875000 Penalty: 4517.116211
	Iteration 46Q: 3 clusters Score -1354592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1354604.250000 Penalty: 4517.116211
	Iteration 47Q: 3 clusters Score -1354604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1354620.250000 Penalty: 4517.116211
	Iteration 48Q: 3 clusters Score -1354620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1354636.500000 Penalty: 4517.116211
	Iteration 49Q: 3 clusters Score -1354636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1354648.000000 Penalty: 4517.116211
	Iteration 50Q: 3 clusters Score -1354648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1354660.750000 Penalty: 4517.116211
	Iteration 51Q: 3 clusters Score -1354661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1354673.875000 Penalty: 4517.116211
	Iteration 52Q: 3 clusters Score -1354674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1354697.250000 Penalty: 4517.116211
	Iteration 53Q: 3 clusters Score -1354697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1354727.875000 Penalty: 4517.116211
	Iteration 54Q: 3 clusters Score -1354728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1354757.875000 Penalty: 4517.116211
	Iteration 55Q: 3 clusters Score -1354758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1354784.250000 Penalty: 4517.116211
	Iteration 56Q: 3 clusters Score -1354784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1354824.250000 Penalty: 4517.116211
	Iteration 57Q: 3 clusters Score -1354824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1354869.750000 Penalty: 4517.116211
	Iteration 58Q: 3 clusters Score -1354870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1354920.250000 Penalty: 4517.116211
	Iteration 59Q: 3 clusters Score -1354920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1354990.750000 Penalty: 4517.116211
	Iteration 60F: 3 clusters Score -1354991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1355059.125000 Penalty: 4517.116211
	Iteration 61Q: 3 clusters Score -1355059 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1355111.625000 Penalty: 4517.116211
	Iteration 62Q: 3 clusters Score -1355112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1355154.750000 Penalty: 4517.116211
	Iteration 63Q: 3 clusters Score -1355155 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1355188.375000 Penalty: 4517.116211
	Iteration 64Q: 3 clusters Score -1355188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1355211.500000 Penalty: 4517.116211
	Iteration 65Q: 3 clusters Score -1355212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1355234.125000 Penalty: 4517.116211
	Iteration 66Q: 3 clusters Score -1355234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1355256.000000 Penalty: 4517.116211
	Iteration 67Q: 3 clusters Score -1355256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1355269.125000 Penalty: 4517.116211
	Iteration 68Q: 3 clusters Score -1355269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1355275.625000 Penalty: 4517.116211
	Iteration 69Q: 3 clusters Score -1355276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1355286.250000 Penalty: 4517.116211
	Iteration 70Q: 3 clusters Score -1355286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1355291.125000 Penalty: 4517.116211
	Iteration 71Q: 3 clusters Score -1355291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1355293.375000 Penalty: 4517.116211
	Iteration 72Q: 3 clusters Score -1355293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1355294.625000 Penalty: 4517.116211
	Iteration 73Q: 3 clusters Score -1355295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1355300.500000 Penalty: 4517.116211
	Iteration 74Q: 3 clusters Score -1355300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1355307.875000 Penalty: 4517.116211
	Iteration 75Q: 3 clusters Score -1355308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1355310.875000 Penalty: 4517.116211
	Iteration 76Q: 3 clusters Score -1355311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1355313.000000 Penalty: 4517.116211
	Iteration 77Q: 3 clusters Score -1355313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1355318.000000 Penalty: 4517.116211
	Iteration 78Q: 3 clusters Score -1355318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1355317.500000 Penalty: 4517.116211
	Iteration 79Q: 3 clusters Score -1355318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1355318.000000 Penalty: 4517.116211
	Iteration 80F: 3 clusters Score -1355318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1355320.125000 Penalty: 4517.116211
	Iteration 81Q: 3 clusters Score -1355320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1355320.625000 Penalty: 4517.116211
	Iteration 82Q: 3 clusters Score -1355321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1355319.125000 Penalty: 4517.116211
	Iteration 83Q: 3 clusters Score -1355319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1355319.125000 Penalty: 4517.116211
	Iteration 84F: 3 clusters Score -1355319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -368773.375000 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -368773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -365882.250000 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -365882.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -366612.437500 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -366612.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -366859.656250 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -366859.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -367020.843750 Penalty: 3880.131348
	Iteration 3F: 3 clusters Score -367020.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367126.718750 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -367126.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -367198.187500 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -367198.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -367248.781250 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -367248.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -367290.000000 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -367290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367313.937500 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -367313.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -367330.875000 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -367330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -367344.031250 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -367344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -367353.343750 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -367353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367362.250000 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -367362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367367.500000 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -367367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -367371.437500 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -367371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -367376.781250 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -367376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -367381.218750 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -367381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -367386.031250 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -367386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -367389.062500 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -367389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -367393.062500 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -367393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367397.187500 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -367397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -367399.531250 Penalty: 3880.131348
	Iteration 21Q: 3 clusters Score -367399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -367399.812500 Penalty: 3880.131348
	Iteration 22Q: 3 clusters Score -367399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -367400.937500 Penalty: 3880.131348
	Iteration 23Q: 3 clusters Score -367400.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -367400.937500 Penalty: 3880.131348
	Iteration 24F: 3 clusters Score -367400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Entering Unmasked Estep 
Score: -2295609.250000 Penalty: 2380.046631
	Iteration 0F: 2 clusters Score -2295609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2284927.250000 Penalty: 4760.093262
	Iteration 0F: 3 clusters Score -2284927 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2288383.750000 Penalty: 4760.093262
	Iteration 1F: 3 clusters Score -2288384 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2288785.000000 Penalty: 4760.093262
	Iteration 2F: 3 clusters Score -2288785 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2289115.000000 Penalty: 4760.093262
	Iteration 3F: 3 clusters Score -2289115 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2289452.500000 Penalty: 4760.093262
	Iteration 4Q: 3 clusters Score -2289452 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2289778.000000 Penalty: 4760.093262
	Iteration 5Q: 3 clusters Score -2289778 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2290094.750000 Penalty: 4760.093262
	Iteration 6Q: 3 clusters Score -2290095 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2290442.500000 Penalty: 4760.093262
	Iteration 7Q: 3 clusters Score -2290442 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2290905.750000 Penalty: 4760.093262
	Iteration 8Q: 3 clusters Score -2290906 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2291506.750000 Penalty: 4760.093262
	Iteration 9Q: 3 clusters Score -2291507 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2292099.250000 Penalty: 4760.093262
	Iteration 10Q: 3 clusters Score -2292099 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2292582.750000 Penalty: 4760.093262
	Iteration 11Q: 3 clusters Score -2292583 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2292889.000000 Penalty: 4760.093262
	Iteration 12Q: 3 clusters Score -2292889 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2293118.000000 Penalty: 4760.093262
	Iteration 13Q: 3 clusters Score -2293118 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2293298.000000 Penalty: 4760.093262
	Iteration 14Q: 3 clusters Score -2293298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2293445.000000 Penalty: 4760.093262
	Iteration 15Q: 3 clusters Score -2293445 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2293579.000000 Penalty: 4760.093262
	Iteration 16Q: 3 clusters Score -2293579 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2293708.750000 Penalty: 4760.093262
	Iteration 17Q: 3 clusters Score -2293709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2293820.750000 Penalty: 4760.093262
	Iteration 18Q: 3 clusters Score -2293821 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2293907.750000 Penalty: 4760.093262
	Iteration 19Q: 3 clusters Score -2293908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2293965.750000 Penalty: 4760.093262
	Iteration 20F: 3 clusters Score -2293966 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2294032.750000 Penalty: 4760.093262
	Iteration 21Q: 3 clusters Score -2294033 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2294086.000000 Penalty: 4760.093262
	Iteration 22Q: 3 clusters Score -2294086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2294119.250000 Penalty: 4760.093262
	Iteration 23Q: 3 clusters Score -2294119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2294150.750000 Penalty: 4760.093262
	Iteration 24Q: 3 clusters Score -2294151 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2294196.500000 Penalty: 4760.093262
	Iteration 25Q: 3 clusters Score -2294196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2294243.500000 Penalty: 4760.093262
	Iteration 26Q: 3 clusters Score -2294244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2294289.000000 Penalty: 4760.093262
	Iteration 27Q: 3 clusters Score -2294289 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2294361.250000 Penalty: 4760.093262
	Iteration 28Q: 3 clusters Score -2294361 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2294479.500000 Penalty: 4760.093262
	Iteration 29Q: 3 clusters Score -2294480 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2294589.500000 Penalty: 4760.093262
	Iteration 30Q: 3 clusters Score -2294590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2294687.250000 Penalty: 4760.093262
	Iteration 31Q: 3 clusters Score -2294687 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2294784.500000 Penalty: 4760.093262
	Iteration 32Q: 3 clusters Score -2294784 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2294864.250000 Penalty: 4760.093262
	Iteration 33Q: 3 clusters Score -2294864 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2294910.250000 Penalty: 4760.093262
	Iteration 34Q: 3 clusters Score -2294910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2294969.250000 Penalty: 4760.093262
	Iteration 35Q: 3 clusters Score -2294969 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2294999.750000 Penalty: 4760.093262
	Iteration 36Q: 3 clusters Score -2295000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2295030.750000 Penalty: 4760.093262
	Iteration 37Q: 3 clusters Score -2295031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2295055.250000 Penalty: 4760.093262
	Iteration 38Q: 3 clusters Score -2295055 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2295073.500000 Penalty: 4760.093262
	Iteration 39Q: 3 clusters Score -2295074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2295095.750000 Penalty: 4760.093262
	Iteration 40F: 3 clusters Score -2295096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2295116.750000 Penalty: 4760.093262
	Iteration 41Q: 3 clusters Score -2295117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2295137.250000 Penalty: 4760.093262
	Iteration 42Q: 3 clusters Score -2295137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2295148.250000 Penalty: 4760.093262
	Iteration 43Q: 3 clusters Score -2295148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2295156.250000 Penalty: 4760.093262
	Iteration 44Q: 3 clusters Score -2295156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2295163.250000 Penalty: 4760.093262
	Iteration 45Q: 3 clusters Score -2295163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2295166.750000 Penalty: 4760.093262
	Iteration 46Q: 3 clusters Score -2295167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2295167.250000 Penalty: 4760.093262
	Iteration 47Q: 3 clusters Score -2295167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2295172.500000 Penalty: 4760.093262
	Iteration 48Q: 3 clusters Score -2295172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2295183.000000 Penalty: 4760.093262
	Iteration 49Q: 3 clusters Score -2295183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2295192.250000 Penalty: 4760.093262
	Iteration 50Q: 3 clusters Score -2295192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2295194.750000 Penalty: 4760.093262
	Iteration 51Q: 3 clusters Score -2295195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2295194.500000 Penalty: 4760.093262
	Iteration 52Q: 3 clusters Score -2295194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2295197.000000 Penalty: 4760.093262
	Iteration 53Q: 3 clusters Score -2295197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2295202.750000 Penalty: 4760.093262
	Iteration 54Q: 3 clusters Score -2295203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2295200.250000 Penalty: 4760.093262
	Iteration 55Q: 3 clusters Score -2295200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2295207.000000 Penalty: 4760.093262
	Iteration 56Q: 3 clusters Score -2295207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2295211.750000 Penalty: 4760.093262
	Iteration 57Q: 3 clusters Score -2295212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2295212.750000 Penalty: 4760.093262
	Iteration 58Q: 3 clusters Score -2295213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2295212.500000 Penalty: 4760.093262
	Iteration 59Q: 3 clusters Score -2295212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2295215.750000 Penalty: 4760.093262
	Iteration 60F: 3 clusters Score -2295216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2295218.500000 Penalty: 4760.093262
	Iteration 61Q: 3 clusters Score -2295218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2295219.500000 Penalty: 4760.093262
	Iteration 62Q: 3 clusters Score -2295220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2295217.000000 Penalty: 4760.093262
	Iteration 63Q: 3 clusters Score -2295217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2295223.000000 Penalty: 4760.093262
	Iteration 64Q: 3 clusters Score -2295223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2295222.250000 Penalty: 4760.093262
	Iteration 65Q: 3 clusters Score -2295222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2295224.250000 Penalty: 4760.093262
	Iteration 66Q: 3 clusters Score -2295224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2295223.500000 Penalty: 4760.093262
	Iteration 67Q: 3 clusters Score -2295224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2295228.750000 Penalty: 4760.093262
	Iteration 68Q: 3 clusters Score -2295229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2295228.500000 Penalty: 4760.093262
	Iteration 69Q: 3 clusters Score -2295228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2295228.500000 Penalty: 4760.093262
	Iteration 70Q: 3 clusters Score -2295228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2295229.750000 Penalty: 4760.093262
	Iteration 71Q: 3 clusters Score -2295230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2295226.250000 Penalty: 4760.093262
	Iteration 72Q: 3 clusters Score -2295226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2295228.250000 Penalty: 4760.093262
	Iteration 73Q: 3 clusters Score -2295228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2295235.000000 Penalty: 4760.093262
	Iteration 74Q: 3 clusters Score -2295235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2295230.250000 Penalty: 4760.093262
	Iteration 75Q: 3 clusters Score -2295230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2295236.250000 Penalty: 4760.093262
	Iteration 76Q: 3 clusters Score -2295236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2295236.750000 Penalty: 4760.093262
	Iteration 77Q: 3 clusters Score -2295237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2295235.000000 Penalty: 4760.093262
	Iteration 78Q: 3 clusters Score -2295235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2295236.250000 Penalty: 4760.093262
	Iteration 79Q: 3 clusters Score -2295236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2295239.750000 Penalty: 4760.093262
	Iteration 80F: 3 clusters Score -2295240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2295236.250000 Penalty: 4760.093262
	Iteration 81Q: 3 clusters Score -2295236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2295238.250000 Penalty: 4760.093262
	Iteration 82Q: 3 clusters Score -2295238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2295238.500000 Penalty: 4760.093262
	Iteration 83Q: 3 clusters Score -2295238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2295240.500000 Penalty: 4760.093262
	Iteration 84Q: 3 clusters Score -2295240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2295238.250000 Penalty: 4760.093262
	Iteration 85Q: 3 clusters Score -2295238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2295246.000000 Penalty: 4760.093262
	Iteration 86Q: 3 clusters Score -2295246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2295251.000000 Penalty: 4760.093262
	Iteration 87Q: 3 clusters Score -2295251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2295250.500000 Penalty: 4760.093262
	Iteration 88Q: 3 clusters Score -2295250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2295250.500000 Penalty: 4760.093262
	Iteration 89Q: 3 clusters Score -2295250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2295245.250000 Penalty: 4760.093262
	Iteration 90Q: 3 clusters Score -2295245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2295250.750000 Penalty: 4760.093262
	Iteration 91Q: 3 clusters Score -2295251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2295250.250000 Penalty: 4760.093262
	Iteration 92Q: 3 clusters Score -2295250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2295249.750000 Penalty: 4760.093262
	Iteration 93Q: 3 clusters Score -2295250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2295247.250000 Penalty: 4760.093262
	Iteration 94Q: 3 clusters Score -2295247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2295247.250000 Penalty: 4760.093262
	Iteration 95F: 3 clusters Score -2295247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (21693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Entering Unmasked Estep 
Score: -3221589.250000 Penalty: 2476.216797
	Iteration 0F: 2 clusters Score -3221589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3206518.750000 Penalty: 4952.433594
	Iteration 0F: 3 clusters Score -3206519 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3211838.000000 Penalty: 4952.433594
	Iteration 1F: 3 clusters Score -3211838 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3212390.750000 Penalty: 4952.433594
	Iteration 2F: 3 clusters Score -3212391 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3212902.500000 Penalty: 4952.433594
	Iteration 3F: 3 clusters Score -3212902 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3213365.250000 Penalty: 4952.433594
	Iteration 4Q: 3 clusters Score -3213365 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3213858.500000 Penalty: 4952.433594
	Iteration 5Q: 3 clusters Score -3213858 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3214403.000000 Penalty: 4952.433594
	Iteration 6Q: 3 clusters Score -3214403 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3215022.750000 Penalty: 4952.433594
	Iteration 7Q: 3 clusters Score -3215023 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3215657.250000 Penalty: 4952.433594
	Iteration 8Q: 3 clusters Score -3215657 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3216264.750000 Penalty: 4952.433594
	Iteration 9Q: 3 clusters Score -3216265 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3216935.000000 Penalty: 4952.433594
	Iteration 10Q: 3 clusters Score -3216935 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3217498.500000 Penalty: 4952.433594
	Iteration 11Q: 3 clusters Score -3217498 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3218051.250000 Penalty: 4952.433594
	Iteration 12Q: 3 clusters Score -3218051 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3218450.000000 Penalty: 4952.433594
	Iteration 13Q: 3 clusters Score -3218450 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3218770.250000 Penalty: 4952.433594
	Iteration 14Q: 3 clusters Score -3218770 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3219016.250000 Penalty: 4952.433594
	Iteration 15Q: 3 clusters Score -3219016 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3219208.250000 Penalty: 4952.433594
	Iteration 16Q: 3 clusters Score -3219208 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3219360.750000 Penalty: 4952.433594
	Iteration 17Q: 3 clusters Score -3219361 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3219454.750000 Penalty: 4952.433594
	Iteration 18Q: 3 clusters Score -3219455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3219527.000000 Penalty: 4952.433594
	Iteration 19Q: 3 clusters Score -3219527 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3219611.500000 Penalty: 4952.433594
	Iteration 20F: 3 clusters Score -3219612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3219688.000000 Penalty: 4952.433594
	Iteration 21Q: 3 clusters Score -3219688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3219732.500000 Penalty: 4952.433594
	Iteration 22Q: 3 clusters Score -3219732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3219764.750000 Penalty: 4952.433594
	Iteration 23Q: 3 clusters Score -3219765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3219805.000000 Penalty: 4952.433594
	Iteration 24Q: 3 clusters Score -3219805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3219832.750000 Penalty: 4952.433594
	Iteration 25Q: 3 clusters Score -3219833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3219847.500000 Penalty: 4952.433594
	Iteration 26Q: 3 clusters Score -3219848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3219866.500000 Penalty: 4952.433594
	Iteration 27Q: 3 clusters Score -3219866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3219875.500000 Penalty: 4952.433594
	Iteration 28Q: 3 clusters Score -3219876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3219881.250000 Penalty: 4952.433594
	Iteration 29Q: 3 clusters Score -3219881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3219888.500000 Penalty: 4952.433594
	Iteration 30Q: 3 clusters Score -3219888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3219909.250000 Penalty: 4952.433594
	Iteration 31Q: 3 clusters Score -3219909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3219914.750000 Penalty: 4952.433594
	Iteration 32Q: 3 clusters Score -3219915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3219918.250000 Penalty: 4952.433594
	Iteration 33Q: 3 clusters Score -3219918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3219922.500000 Penalty: 4952.433594
	Iteration 34Q: 3 clusters Score -3219922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3219920.750000 Penalty: 4952.433594
	Iteration 35Q: 3 clusters Score -3219921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3219924.000000 Penalty: 4952.433594
	Iteration 36Q: 3 clusters Score -3219924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3219923.750000 Penalty: 4952.433594
	Iteration 37Q: 3 clusters Score -3219924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3219929.500000 Penalty: 4952.433594
	Iteration 38Q: 3 clusters Score -3219930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3219930.500000 Penalty: 4952.433594
	Iteration 39Q: 3 clusters Score -3219930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3219938.750000 Penalty: 4952.433594
	Iteration 40F: 3 clusters Score -3219939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3219938.000000 Penalty: 4952.433594
	Iteration 41Q: 3 clusters Score -3219938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3219940.250000 Penalty: 4952.433594
	Iteration 42Q: 3 clusters Score -3219940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3219944.250000 Penalty: 4952.433594
	Iteration 43Q: 3 clusters Score -3219944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3219945.750000 Penalty: 4952.433594
	Iteration 44Q: 3 clusters Score -3219946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3219948.000000 Penalty: 4952.433594
	Iteration 45Q: 3 clusters Score -3219948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3219950.000000 Penalty: 4952.433594
	Iteration 46Q: 3 clusters Score -3219950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3219950.000000 Penalty: 4952.433594
	Iteration 47F: 3 clusters Score -3219950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -1130506.500000 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -1130506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1124608.375000 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -1124608 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1126209.500000 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -1126210 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1126548.375000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -1126548 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1126812.250000 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -1126812 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1127068.625000 Penalty: 4411.007812
	Iteration 4F: 3 clusters Score -1127069 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1127298.000000 Penalty: 4411.007812
	Iteration 5Q: 3 clusters Score -1127298 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1127536.375000 Penalty: 4411.007812
	Iteration 6Q: 3 clusters Score -1127536 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1127775.000000 Penalty: 4411.007812
	Iteration 7Q: 3 clusters Score -1127775 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1127998.125000 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -1127998 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1128181.625000 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -1128182 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1128290.500000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -1128290 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1128370.000000 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -1128370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1128421.875000 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -1128422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1128454.750000 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -1128455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1128469.375000 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -1128469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1128477.875000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -1128478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1128490.125000 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -1128490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1128497.000000 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -1128497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1128500.750000 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -1128501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1128501.875000 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -1128502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1128503.625000 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -1128504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1128505.500000 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -1128506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1128505.125000 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -1128505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1128506.625000 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -1128507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1128507.125000 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -1128507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1128506.750000 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -1128507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1128506.750000 Penalty: 4411.007812
	Iteration 26F: 3 clusters Score -1128507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Entering Unmasked Estep 
Score: -1512978.500000 Penalty: 2276.840576
	Iteration 0F: 2 clusters Score -1512978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1505493.625000 Penalty: 4553.681152
	Iteration 0F: 3 clusters Score -1505494 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1507677.625000 Penalty: 4553.681152
	Iteration 1F: 3 clusters Score -1507678 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1507958.875000 Penalty: 4553.681152
	Iteration 2F: 3 clusters Score -1507959 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1508143.375000 Penalty: 4553.681152
	Iteration 3Q: 3 clusters Score -1508143 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1508283.750000 Penalty: 4553.681152
	Iteration 4Q: 3 clusters Score -1508284 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1508409.625000 Penalty: 4553.681152
	Iteration 5Q: 3 clusters Score -1508410 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1508541.750000 Penalty: 4553.681152
	Iteration 6Q: 3 clusters Score -1508542 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1508696.375000 Penalty: 4553.681152
	Iteration 7Q: 3 clusters Score -1508696 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1508862.625000 Penalty: 4553.681152
	Iteration 8Q: 3 clusters Score -1508863 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1509050.250000 Penalty: 4553.681152
	Iteration 9Q: 3 clusters Score -1509050 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1509284.500000 Penalty: 4553.681152
	Iteration 10Q: 3 clusters Score -1509284 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1509576.625000 Penalty: 4553.681152
	Iteration 11Q: 3 clusters Score -1509577 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1509895.500000 Penalty: 4553.681152
	Iteration 12Q: 3 clusters Score -1509896 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1510167.250000 Penalty: 4553.681152
	Iteration 13Q: 3 clusters Score -1510167 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1510384.625000 Penalty: 4553.681152
	Iteration 14Q: 3 clusters Score -1510385 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1510564.375000 Penalty: 4553.681152
	Iteration 15Q: 3 clusters Score -1510564 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1510696.625000 Penalty: 4553.681152
	Iteration 16Q: 3 clusters Score -1510697 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1510811.500000 Penalty: 4553.681152
	Iteration 17Q: 3 clusters Score -1510812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1510912.000000 Penalty: 4553.681152
	Iteration 18Q: 3 clusters Score -1510912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1510994.250000 Penalty: 4553.681152
	Iteration 19Q: 3 clusters Score -1510994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1511061.000000 Penalty: 4553.681152
	Iteration 20F: 3 clusters Score -1511061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1511124.875000 Penalty: 4553.681152
	Iteration 21Q: 3 clusters Score -1511125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1511165.250000 Penalty: 4553.681152
	Iteration 22Q: 3 clusters Score -1511165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1511187.375000 Penalty: 4553.681152
	Iteration 23Q: 3 clusters Score -1511187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1511203.750000 Penalty: 4553.681152
	Iteration 24Q: 3 clusters Score -1511204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1511212.000000 Penalty: 4553.681152
	Iteration 25Q: 3 clusters Score -1511212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1511221.375000 Penalty: 4553.681152
	Iteration 26Q: 3 clusters Score -1511221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1511234.625000 Penalty: 4553.681152
	Iteration 27Q: 3 clusters Score -1511235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1511247.625000 Penalty: 4553.681152
	Iteration 28Q: 3 clusters Score -1511248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1511258.375000 Penalty: 4553.681152
	Iteration 29Q: 3 clusters Score -1511258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1511259.875000 Penalty: 4553.681152
	Iteration 30Q: 3 clusters Score -1511260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1511269.000000 Penalty: 4553.681152
	Iteration 31Q: 3 clusters Score -1511269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1511271.125000 Penalty: 4553.681152
	Iteration 32Q: 3 clusters Score -1511271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1511285.875000 Penalty: 4553.681152
	Iteration 33Q: 3 clusters Score -1511286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1511296.750000 Penalty: 4553.681152
	Iteration 34Q: 3 clusters Score -1511297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1511302.500000 Penalty: 4553.681152
	Iteration 35Q: 3 clusters Score -1511302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1511307.500000 Penalty: 4553.681152
	Iteration 36Q: 3 clusters Score -1511308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1511319.875000 Penalty: 4553.681152
	Iteration 37Q: 3 clusters Score -1511320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1511327.625000 Penalty: 4553.681152
	Iteration 38Q: 3 clusters Score -1511328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1511335.875000 Penalty: 4553.681152
	Iteration 39Q: 3 clusters Score -1511336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1511340.500000 Penalty: 4553.681152
	Iteration 40F: 3 clusters Score -1511340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1511342.000000 Penalty: 4553.681152
	Iteration 41Q: 3 clusters Score -1511342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1511342.625000 Penalty: 4553.681152
	Iteration 42Q: 3 clusters Score -1511343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1511342.625000 Penalty: 4553.681152
	Iteration 43F: 3 clusters Score -1511343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Entering Unmasked Estep 
Score: -1326321.250000 Penalty: 2246.500732
	Iteration 0F: 2 clusters Score -1326321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1319568.375000 Penalty: 4493.001465
	Iteration 0F: 3 clusters Score -1319568 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1321543.125000 Penalty: 4493.001465
	Iteration 1F: 3 clusters Score -1321543 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1321984.000000 Penalty: 4493.001465
	Iteration 2F: 3 clusters Score -1321984 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1322392.000000 Penalty: 4493.001465
	Iteration 3F: 3 clusters Score -1322392 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1322798.250000 Penalty: 4493.001465
	Iteration 4F: 3 clusters Score -1322798 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1323164.000000 Penalty: 4493.001465
	Iteration 5F: 3 clusters Score -1323164 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1323467.750000 Penalty: 4493.001465
	Iteration 6F: 3 clusters Score -1323468 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1323695.125000 Penalty: 4493.001465
	Iteration 7Q: 3 clusters Score -1323695 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1323872.250000 Penalty: 4493.001465
	Iteration 8Q: 3 clusters Score -1323872 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1323996.625000 Penalty: 4493.001465
	Iteration 9Q: 3 clusters Score -1323997 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1324108.625000 Penalty: 4493.001465
	Iteration 10Q: 3 clusters Score -1324109 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1324204.125000 Penalty: 4493.001465
	Iteration 11Q: 3 clusters Score -1324204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1324275.000000 Penalty: 4493.001465
	Iteration 12Q: 3 clusters Score -1324275 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1324323.875000 Penalty: 4493.001465
	Iteration 13Q: 3 clusters Score -1324324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1324365.125000 Penalty: 4493.001465
	Iteration 14Q: 3 clusters Score -1324365 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1324397.875000 Penalty: 4493.001465
	Iteration 15Q: 3 clusters Score -1324398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1324432.875000 Penalty: 4493.001465
	Iteration 16Q: 3 clusters Score -1324433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1324455.875000 Penalty: 4493.001465
	Iteration 17Q: 3 clusters Score -1324456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1324476.000000 Penalty: 4493.001465
	Iteration 18Q: 3 clusters Score -1324476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1324487.625000 Penalty: 4493.001465
	Iteration 19Q: 3 clusters Score -1324488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1324503.875000 Penalty: 4493.001465
	Iteration 20F: 3 clusters Score -1324504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1324514.250000 Penalty: 4493.001465
	Iteration 21Q: 3 clusters Score -1324514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1324520.250000 Penalty: 4493.001465
	Iteration 22Q: 3 clusters Score -1324520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1324524.375000 Penalty: 4493.001465
	Iteration 23Q: 3 clusters Score -1324524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1324527.000000 Penalty: 4493.001465
	Iteration 24Q: 3 clusters Score -1324527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1324529.750000 Penalty: 4493.001465
	Iteration 25Q: 3 clusters Score -1324530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1324537.375000 Penalty: 4493.001465
	Iteration 26Q: 3 clusters Score -1324537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1324544.125000 Penalty: 4493.001465
	Iteration 27Q: 3 clusters Score -1324544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1324545.125000 Penalty: 4493.001465
	Iteration 28Q: 3 clusters Score -1324545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1324555.000000 Penalty: 4493.001465
	Iteration 29Q: 3 clusters Score -1324555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1324564.750000 Penalty: 4493.001465
	Iteration 30Q: 3 clusters Score -1324565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1324572.500000 Penalty: 4493.001465
	Iteration 31Q: 3 clusters Score -1324572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1324579.000000 Penalty: 4493.001465
	Iteration 32Q: 3 clusters Score -1324579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1324586.750000 Penalty: 4493.001465
	Iteration 33Q: 3 clusters Score -1324587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1324598.875000 Penalty: 4493.001465
	Iteration 34Q: 3 clusters Score -1324599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1324602.750000 Penalty: 4493.001465
	Iteration 35Q: 3 clusters Score -1324603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1324609.875000 Penalty: 4493.001465
	Iteration 36Q: 3 clusters Score -1324610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1324613.375000 Penalty: 4493.001465
	Iteration 37Q: 3 clusters Score -1324613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1324619.250000 Penalty: 4493.001465
	Iteration 38Q: 3 clusters Score -1324619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1324634.750000 Penalty: 4493.001465
	Iteration 39Q: 3 clusters Score -1324635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1324636.250000 Penalty: 4493.001465
	Iteration 40F: 3 clusters Score -1324636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1324648.500000 Penalty: 4493.001465
	Iteration 41Q: 3 clusters Score -1324648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1324657.750000 Penalty: 4493.001465
	Iteration 42Q: 3 clusters Score -1324658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1324676.000000 Penalty: 4493.001465
	Iteration 43Q: 3 clusters Score -1324676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1324692.625000 Penalty: 4493.001465
	Iteration 44Q: 3 clusters Score -1324693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1324711.750000 Penalty: 4493.001465
	Iteration 45Q: 3 clusters Score -1324712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1324725.500000 Penalty: 4493.001465
	Iteration 46Q: 3 clusters Score -1324726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1324744.750000 Penalty: 4493.001465
	Iteration 47Q: 3 clusters Score -1324745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1324764.500000 Penalty: 4493.001465
	Iteration 48Q: 3 clusters Score -1324764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1324787.125000 Penalty: 4493.001465
	Iteration 49Q: 3 clusters Score -1324787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1324812.250000 Penalty: 4493.001465
	Iteration 50Q: 3 clusters Score -1324812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1324847.000000 Penalty: 4493.001465
	Iteration 51Q: 3 clusters Score -1324847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1324870.125000 Penalty: 4493.001465
	Iteration 52Q: 3 clusters Score -1324870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1324887.625000 Penalty: 4493.001465
	Iteration 53Q: 3 clusters Score -1324888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1324900.250000 Penalty: 4493.001465
	Iteration 54Q: 3 clusters Score -1324900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1324917.250000 Penalty: 4493.001465
	Iteration 55Q: 3 clusters Score -1324917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1324933.500000 Penalty: 4493.001465
	Iteration 56Q: 3 clusters Score -1324934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1324957.375000 Penalty: 4493.001465
	Iteration 57Q: 3 clusters Score -1324957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1324980.750000 Penalty: 4493.001465
	Iteration 58Q: 3 clusters Score -1324981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1325005.625000 Penalty: 4493.001465
	Iteration 59Q: 3 clusters Score -1325006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1325022.250000 Penalty: 4493.001465
	Iteration 60F: 3 clusters Score -1325022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1325028.500000 Penalty: 4493.001465
	Iteration 61Q: 3 clusters Score -1325028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1325041.250000 Penalty: 4493.001465
	Iteration 62Q: 3 clusters Score -1325041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1325059.250000 Penalty: 4493.001465
	Iteration 63Q: 3 clusters Score -1325059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1325073.375000 Penalty: 4493.001465
	Iteration 64Q: 3 clusters Score -1325073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1325086.750000 Penalty: 4493.001465
	Iteration 65Q: 3 clusters Score -1325087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1325096.500000 Penalty: 4493.001465
	Iteration 66Q: 3 clusters Score -1325096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1325111.500000 Penalty: 4493.001465
	Iteration 67Q: 3 clusters Score -1325112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1325127.125000 Penalty: 4493.001465
	Iteration 68Q: 3 clusters Score -1325127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1325135.250000 Penalty: 4493.001465
	Iteration 69Q: 3 clusters Score -1325135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1325146.000000 Penalty: 4493.001465
	Iteration 70Q: 3 clusters Score -1325146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1325151.875000 Penalty: 4493.001465
	Iteration 71Q: 3 clusters Score -1325152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1325156.875000 Penalty: 4493.001465
	Iteration 72Q: 3 clusters Score -1325157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1325162.625000 Penalty: 4493.001465
	Iteration 73Q: 3 clusters Score -1325163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1325166.875000 Penalty: 4493.001465
	Iteration 74Q: 3 clusters Score -1325167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1325170.125000 Penalty: 4493.001465
	Iteration 75Q: 3 clusters Score -1325170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1325172.750000 Penalty: 4493.001465
	Iteration 76Q: 3 clusters Score -1325173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1325175.500000 Penalty: 4493.001465
	Iteration 77Q: 3 clusters Score -1325176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1325180.500000 Penalty: 4493.001465
	Iteration 78Q: 3 clusters Score -1325180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1325179.750000 Penalty: 4493.001465
	Iteration 79Q: 3 clusters Score -1325180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1325179.625000 Penalty: 4493.001465
	Iteration 80F: 3 clusters Score -1325180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1325180.625000 Penalty: 4493.001465
	Iteration 81Q: 3 clusters Score -1325181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1325182.250000 Penalty: 4493.001465
	Iteration 82Q: 3 clusters Score -1325182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1325186.750000 Penalty: 4493.001465
	Iteration 83Q: 3 clusters Score -1325187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1325189.375000 Penalty: 4493.001465
	Iteration 84Q: 3 clusters Score -1325189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1325193.875000 Penalty: 4493.001465
	Iteration 85Q: 3 clusters Score -1325194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1325194.125000 Penalty: 4493.001465
	Iteration 86Q: 3 clusters Score -1325194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1325201.000000 Penalty: 4493.001465
	Iteration 87Q: 3 clusters Score -1325201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1325200.875000 Penalty: 4493.001465
	Iteration 88Q: 3 clusters Score -1325201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1325201.375000 Penalty: 4493.001465
	Iteration 89Q: 3 clusters Score -1325201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1325199.875000 Penalty: 4493.001465
	Iteration 90Q: 3 clusters Score -1325200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1325201.375000 Penalty: 4493.001465
	Iteration 91Q: 3 clusters Score -1325201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1325203.125000 Penalty: 4493.001465
	Iteration 92Q: 3 clusters Score -1325203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1325204.375000 Penalty: 4493.001465
	Iteration 93Q: 3 clusters Score -1325204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1325205.000000 Penalty: 4493.001465
	Iteration 94Q: 3 clusters Score -1325205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1325211.875000 Penalty: 4493.001465
	Iteration 95Q: 3 clusters Score -1325212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1325216.125000 Penalty: 4493.001465
	Iteration 96Q: 3 clusters Score -1325216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1325219.000000 Penalty: 4493.001465
	Iteration 97Q: 3 clusters Score -1325219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1325219.875000 Penalty: 4493.001465
	Iteration 98Q: 3 clusters Score -1325220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1325222.750000 Penalty: 4493.001465
	Iteration 99Q: 3 clusters Score -1325223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1325225.625000 Penalty: 4493.001465
	Iteration 100F: 3 clusters Score -1325226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1325224.500000 Penalty: 4493.001465
	Iteration 101Q: 3 clusters Score -1325224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1325226.375000 Penalty: 4493.001465
	Iteration 102Q: 3 clusters Score -1325226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1325227.250000 Penalty: 4493.001465
	Iteration 103Q: 3 clusters Score -1325227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1325228.625000 Penalty: 4493.001465
	Iteration 104Q: 3 clusters Score -1325229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1325231.750000 Penalty: 4493.001465
	Iteration 105Q: 3 clusters Score -1325232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1325232.375000 Penalty: 4493.001465
	Iteration 106Q: 3 clusters Score -1325232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1325237.250000 Penalty: 4493.001465
	Iteration 107Q: 3 clusters Score -1325237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1325239.875000 Penalty: 4493.001465
	Iteration 108Q: 3 clusters Score -1325240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1325239.750000 Penalty: 4493.001465
	Iteration 109Q: 3 clusters Score -1325240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1325239.000000 Penalty: 4493.001465
	Iteration 110Q: 3 clusters Score -1325239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1325239.875000 Penalty: 4493.001465
	Iteration 111Q: 3 clusters Score -1325240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1325242.125000 Penalty: 4493.001465
	Iteration 112Q: 3 clusters Score -1325242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1325241.375000 Penalty: 4493.001465
	Iteration 113Q: 3 clusters Score -1325241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1325240.625000 Penalty: 4493.001465
	Iteration 114Q: 3 clusters Score -1325241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1325242.625000 Penalty: 4493.001465
	Iteration 115Q: 3 clusters Score -1325243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1325244.000000 Penalty: 4493.001465
	Iteration 116Q: 3 clusters Score -1325244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1325246.000000 Penalty: 4493.001465
	Iteration 117Q: 3 clusters Score -1325246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1325245.500000 Penalty: 4493.001465
	Iteration 118Q: 3 clusters Score -1325246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1325250.000000 Penalty: 4493.001465
	Iteration 119Q: 3 clusters Score -1325250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1325247.625000 Penalty: 4493.001465
	Iteration 120F: 3 clusters Score -1325248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1325248.750000 Penalty: 4493.001465
	Iteration 121Q: 3 clusters Score -1325249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1325249.500000 Penalty: 4493.001465
	Iteration 122Q: 3 clusters Score -1325250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1325251.000000 Penalty: 4493.001465
	Iteration 123Q: 3 clusters Score -1325251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1325249.625000 Penalty: 4493.001465
	Iteration 124Q: 3 clusters Score -1325250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1325252.500000 Penalty: 4493.001465
	Iteration 125Q: 3 clusters Score -1325252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1325249.875000 Penalty: 4493.001465
	Iteration 126Q: 3 clusters Score -1325250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1325253.000000 Penalty: 4493.001465
	Iteration 127Q: 3 clusters Score -1325253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1325256.125000 Penalty: 4493.001465
	Iteration 128Q: 3 clusters Score -1325256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1325256.000000 Penalty: 4493.001465
	Iteration 129Q: 3 clusters Score -1325256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1325258.750000 Penalty: 4493.001465
	Iteration 130Q: 3 clusters Score -1325259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1325259.500000 Penalty: 4493.001465
	Iteration 131Q: 3 clusters Score -1325260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1325259.625000 Penalty: 4493.001465
	Iteration 132Q: 3 clusters Score -1325260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1325259.625000 Penalty: 4493.001465
	Iteration 133F: 3 clusters Score -1325260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -708963.500000 Penalty: 2120.843262
	Iteration 0F: 2 clusters Score -708963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -704403.187500 Penalty: 4241.686523
	Iteration 0F: 3 clusters Score -704403.2 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -705934.875000 Penalty: 4241.686523
	Iteration 1F: 3 clusters Score -705934.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -706556.187500 Penalty: 4241.686523
	Iteration 2F: 3 clusters Score -706556.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -707039.750000 Penalty: 4241.686523
	Iteration 3F: 3 clusters Score -707039.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -707354.562500 Penalty: 4241.686523
	Iteration 4F: 3 clusters Score -707354.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -707565.625000 Penalty: 4241.686523
	Iteration 5Q: 3 clusters Score -707565.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -707754.625000 Penalty: 4241.686523
	Iteration 6Q: 3 clusters Score -707754.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -707948.812500 Penalty: 4241.686523
	Iteration 7Q: 3 clusters Score -707948.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -708117.500000 Penalty: 4241.686523
	Iteration 8Q: 3 clusters Score -708117.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -708308.562500 Penalty: 4241.686523
	Iteration 9Q: 3 clusters Score -708308.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -708568.250000 Penalty: 4241.686523
	Iteration 10Q: 3 clusters Score -708568.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -708752.500000 Penalty: 4241.686523
	Iteration 11Q: 3 clusters Score -708752.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -708875.250000 Penalty: 4241.686523
	Iteration 12Q: 3 clusters Score -708875.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -708953.562500 Penalty: 4241.686523
	Iteration 13Q: 3 clusters Score -708953.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -709014.125000 Penalty: 4241.686523
	Iteration 14Q: 3 clusters Score -709014.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -709038.500000 Penalty: 4241.686523
	Iteration 15Q: 3 clusters Score -709038.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -709053.875000 Penalty: 4241.686523
	Iteration 16Q: 3 clusters Score -709053.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -709059.750000 Penalty: 4241.686523
	Iteration 17Q: 3 clusters Score -709059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -709066.875000 Penalty: 4241.686523
	Iteration 18Q: 3 clusters Score -709066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -709070.375000 Penalty: 4241.686523
	Iteration 19Q: 3 clusters Score -709070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -709112.750000 Penalty: 4241.686523
	Iteration 20F: 3 clusters Score -709112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -709141.812500 Penalty: 4241.686523
	Iteration 21Q: 3 clusters Score -709141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -709151.812500 Penalty: 4241.686523
	Iteration 22Q: 3 clusters Score -709151.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -709155.750000 Penalty: 4241.686523
	Iteration 23Q: 3 clusters Score -709155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -709161.875000 Penalty: 4241.686523
	Iteration 24Q: 3 clusters Score -709161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -709165.687500 Penalty: 4241.686523
	Iteration 25Q: 3 clusters Score -709165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -709166.937500 Penalty: 4241.686523
	Iteration 26Q: 3 clusters Score -709166.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -709170.375000 Penalty: 4241.686523
	Iteration 27Q: 3 clusters Score -709170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -709172.125000 Penalty: 4241.686523
	Iteration 28Q: 3 clusters Score -709172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -709174.312500 Penalty: 4241.686523
	Iteration 29Q: 3 clusters Score -709174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -709174.375000 Penalty: 4241.686523
	Iteration 30Q: 3 clusters Score -709174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -709175.437500 Penalty: 4241.686523
	Iteration 31Q: 3 clusters Score -709175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -709175.437500 Penalty: 4241.686523
	Iteration 32F: 3 clusters Score -709175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 3645 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Mstep: Class 62 contains 1531 members 
Entering Unmasked Estep 
Score: -151894672.000000 Penalty: 212414.656250
Splitting cluster 46 changes total score from -151895568.000000 to -151894672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -113463.968750 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -113464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111722.632812 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -111722.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112067.703125 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -112067.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112249.656250 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -112249.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112443.140625 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -112443.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112632.914062 Penalty: 3310.582520
	Iteration 4F: 3 clusters Score -112632.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112744.367188 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -112744.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112801.382812 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -112801.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112874.585938 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -112874.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112922.773438 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -112922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112965.031250 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -112965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -113016.843750 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -113016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -113040.312500 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -113040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -113069.453125 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -113069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113081.179688 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -113081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113116.468750 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -113116.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -113138.710938 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -113138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113143.953125 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -113144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113146.289062 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -113146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -113152.867188 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -113152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113154.062500 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -113154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113154.875000 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -113154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Entering Unmasked Estep 
Score: -1821856.375000 Penalty: 2318.739014
	Iteration 0F: 2 clusters Score -1821856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1813192.500000 Penalty: 4637.478027
	Iteration 0F: 3 clusters Score -1813192 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1815763.250000 Penalty: 4637.478027
	Iteration 1F: 3 clusters Score -1815763 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1816130.000000 Penalty: 4637.478027
	Iteration 2F: 3 clusters Score -1816130 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1816486.000000 Penalty: 4637.478027
	Iteration 3F: 3 clusters Score -1816486 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1816870.375000 Penalty: 4637.478027
	Iteration 4F: 3 clusters Score -1816870 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1817295.500000 Penalty: 4637.478027
	Iteration 5F: 3 clusters Score -1817296 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1817702.375000 Penalty: 4637.478027
	Iteration 6F: 3 clusters Score -1817702 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1818077.875000 Penalty: 4637.478027
	Iteration 7F: 3 clusters Score -1818078 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1818440.125000 Penalty: 4637.478027
	Iteration 8Q: 3 clusters Score -1818440 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1818750.875000 Penalty: 4637.478027
	Iteration 9Q: 3 clusters Score -1818751 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1819021.250000 Penalty: 4637.478027
	Iteration 10Q: 3 clusters Score -1819021 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1819210.500000 Penalty: 4637.478027
	Iteration 11Q: 3 clusters Score -1819210 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1819383.625000 Penalty: 4637.478027
	Iteration 12Q: 3 clusters Score -1819384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1819542.500000 Penalty: 4637.478027
	Iteration 13Q: 3 clusters Score -1819542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1819676.250000 Penalty: 4637.478027
	Iteration 14Q: 3 clusters Score -1819676 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1819788.375000 Penalty: 4637.478027
	Iteration 15Q: 3 clusters Score -1819788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1819871.625000 Penalty: 4637.478027
	Iteration 16Q: 3 clusters Score -1819872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1819937.875000 Penalty: 4637.478027
	Iteration 17Q: 3 clusters Score -1819938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1820003.500000 Penalty: 4637.478027
	Iteration 18Q: 3 clusters Score -1820004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1820045.500000 Penalty: 4637.478027
	Iteration 19Q: 3 clusters Score -1820046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1820074.750000 Penalty: 4637.478027
	Iteration 20F: 3 clusters Score -1820075 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1820114.250000 Penalty: 4637.478027
	Iteration 21Q: 3 clusters Score -1820114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1820149.250000 Penalty: 4637.478027
	Iteration 22Q: 3 clusters Score -1820149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1820178.125000 Penalty: 4637.478027
	Iteration 23Q: 3 clusters Score -1820178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1820203.500000 Penalty: 4637.478027
	Iteration 24Q: 3 clusters Score -1820204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1820222.000000 Penalty: 4637.478027
	Iteration 25Q: 3 clusters Score -1820222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1820243.750000 Penalty: 4637.478027
	Iteration 26Q: 3 clusters Score -1820244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1820247.750000 Penalty: 4637.478027
	Iteration 27Q: 3 clusters Score -1820248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1820256.625000 Penalty: 4637.478027
	Iteration 28Q: 3 clusters Score -1820257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1820269.750000 Penalty: 4637.478027
	Iteration 29Q: 3 clusters Score -1820270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1820273.750000 Penalty: 4637.478027
	Iteration 30Q: 3 clusters Score -1820274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1820275.375000 Penalty: 4637.478027
	Iteration 31Q: 3 clusters Score -1820275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1820282.250000 Penalty: 4637.478027
	Iteration 32Q: 3 clusters Score -1820282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1820290.250000 Penalty: 4637.478027
	Iteration 33Q: 3 clusters Score -1820290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1820295.250000 Penalty: 4637.478027
	Iteration 34Q: 3 clusters Score -1820295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1820298.000000 Penalty: 4637.478027
	Iteration 35Q: 3 clusters Score -1820298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1820299.875000 Penalty: 4637.478027
	Iteration 36Q: 3 clusters Score -1820300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1820301.125000 Penalty: 4637.478027
	Iteration 37Q: 3 clusters Score -1820301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1820305.125000 Penalty: 4637.478027
	Iteration 38Q: 3 clusters Score -1820305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1820306.375000 Penalty: 4637.478027
	Iteration 39Q: 3 clusters Score -1820306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1820304.125000 Penalty: 4637.478027
	Iteration 40F: 3 clusters Score -1820304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1820310.125000 Penalty: 4637.478027
	Iteration 41Q: 3 clusters Score -1820310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1820311.000000 Penalty: 4637.478027
	Iteration 42Q: 3 clusters Score -1820311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1820311.000000 Penalty: 4637.478027
	Iteration 43F: 3 clusters Score -1820311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Entering Unmasked Estep 
Score: -1481795.500000 Penalty: 2289.682373
	Iteration 0F: 2 clusters Score -1481796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1474028.125000 Penalty: 4579.364746
	Iteration 0F: 3 clusters Score -1474028 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1476762.000000 Penalty: 4579.364746
	Iteration 1F: 3 clusters Score -1476762 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1477599.375000 Penalty: 4579.364746
	Iteration 2F: 3 clusters Score -1477599 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1478342.250000 Penalty: 4579.364746
	Iteration 3F: 3 clusters Score -1478342 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1478891.500000 Penalty: 4579.364746
	Iteration 4F: 3 clusters Score -1478892 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1479243.375000 Penalty: 4579.364746
	Iteration 5F: 3 clusters Score -1479243 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1479447.750000 Penalty: 4579.364746
	Iteration 6Q: 3 clusters Score -1479448 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1479603.875000 Penalty: 4579.364746
	Iteration 7Q: 3 clusters Score -1479604 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1479726.500000 Penalty: 4579.364746
	Iteration 8Q: 3 clusters Score -1479726 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1479810.625000 Penalty: 4579.364746
	Iteration 9Q: 3 clusters Score -1479811 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1479883.625000 Penalty: 4579.364746
	Iteration 10Q: 3 clusters Score -1479884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1479930.875000 Penalty: 4579.364746
	Iteration 11Q: 3 clusters Score -1479931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1479973.500000 Penalty: 4579.364746
	Iteration 12Q: 3 clusters Score -1479974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1480016.875000 Penalty: 4579.364746
	Iteration 13Q: 3 clusters Score -1480017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1480052.000000 Penalty: 4579.364746
	Iteration 14Q: 3 clusters Score -1480052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1480088.000000 Penalty: 4579.364746
	Iteration 15Q: 3 clusters Score -1480088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1480138.500000 Penalty: 4579.364746
	Iteration 16Q: 3 clusters Score -1480138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1480185.500000 Penalty: 4579.364746
	Iteration 17Q: 3 clusters Score -1480186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1480218.500000 Penalty: 4579.364746
	Iteration 18Q: 3 clusters Score -1480218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1480245.125000 Penalty: 4579.364746
	Iteration 19Q: 3 clusters Score -1480245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1480273.000000 Penalty: 4579.364746
	Iteration 20F: 3 clusters Score -1480273 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1480311.000000 Penalty: 4579.364746
	Iteration 21Q: 3 clusters Score -1480311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1480354.500000 Penalty: 4579.364746
	Iteration 22Q: 3 clusters Score -1480354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1480397.750000 Penalty: 4579.364746
	Iteration 23Q: 3 clusters Score -1480398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1480442.875000 Penalty: 4579.364746
	Iteration 24Q: 3 clusters Score -1480443 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1480491.875000 Penalty: 4579.364746
	Iteration 25Q: 3 clusters Score -1480492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1480535.625000 Penalty: 4579.364746
	Iteration 26Q: 3 clusters Score -1480536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1480566.375000 Penalty: 4579.364746
	Iteration 27Q: 3 clusters Score -1480566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1480597.500000 Penalty: 4579.364746
	Iteration 28Q: 3 clusters Score -1480598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1480619.375000 Penalty: 4579.364746
	Iteration 29Q: 3 clusters Score -1480619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1480635.500000 Penalty: 4579.364746
	Iteration 30Q: 3 clusters Score -1480636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1480646.750000 Penalty: 4579.364746
	Iteration 31Q: 3 clusters Score -1480647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1480664.875000 Penalty: 4579.364746
	Iteration 32Q: 3 clusters Score -1480665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1480677.250000 Penalty: 4579.364746
	Iteration 33Q: 3 clusters Score -1480677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1480695.375000 Penalty: 4579.364746
	Iteration 34Q: 3 clusters Score -1480695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1480703.375000 Penalty: 4579.364746
	Iteration 35Q: 3 clusters Score -1480703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1480709.125000 Penalty: 4579.364746
	Iteration 36Q: 3 clusters Score -1480709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1480715.625000 Penalty: 4579.364746
	Iteration 37Q: 3 clusters Score -1480716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1480719.500000 Penalty: 4579.364746
	Iteration 38Q: 3 clusters Score -1480720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1480721.500000 Penalty: 4579.364746
	Iteration 39Q: 3 clusters Score -1480722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1480721.750000 Penalty: 4579.364746
	Iteration 40F: 3 clusters Score -1480722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1480725.375000 Penalty: 4579.364746
	Iteration 41Q: 3 clusters Score -1480725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1480730.000000 Penalty: 4579.364746
	Iteration 42Q: 3 clusters Score -1480730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1480727.750000 Penalty: 4579.364746
	Iteration 43Q: 3 clusters Score -1480728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1480731.625000 Penalty: 4579.364746
	Iteration 44Q: 3 clusters Score -1480732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1480732.000000 Penalty: 4579.364746
	Iteration 45Q: 3 clusters Score -1480732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1480736.000000 Penalty: 4579.364746
	Iteration 46Q: 3 clusters Score -1480736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1480734.875000 Penalty: 4579.364746
	Iteration 47Q: 3 clusters Score -1480735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1480737.875000 Penalty: 4579.364746
	Iteration 48Q: 3 clusters Score -1480738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1480736.500000 Penalty: 4579.364746
	Iteration 49Q: 3 clusters Score -1480736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1480736.500000 Penalty: 4579.364746
	Iteration 50F: 3 clusters Score -1480736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (13559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Entering Unmasked Estep 
Score: -2036184.750000 Penalty: 2359.671875
	Iteration 0F: 2 clusters Score -2036185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2026261.625000 Penalty: 4719.343750
	Iteration 0F: 3 clusters Score -2026262 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2029588.875000 Penalty: 4719.343750
	Iteration 1F: 3 clusters Score -2029589 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2030159.250000 Penalty: 4719.343750
	Iteration 2F: 3 clusters Score -2030159 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2030741.625000 Penalty: 4719.343750
	Iteration 3F: 3 clusters Score -2030742 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2031457.375000 Penalty: 4719.343750
	Iteration 4F: 3 clusters Score -2031457 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2032087.500000 Penalty: 4719.343750
	Iteration 5F: 3 clusters Score -2032088 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2032578.250000 Penalty: 4719.343750
	Iteration 6F: 3 clusters Score -2032578 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2032964.625000 Penalty: 4719.343750
	Iteration 7Q: 3 clusters Score -2032965 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2033282.625000 Penalty: 4719.343750
	Iteration 8Q: 3 clusters Score -2033283 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2033545.250000 Penalty: 4719.343750
	Iteration 9Q: 3 clusters Score -2033545 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2033769.125000 Penalty: 4719.343750
	Iteration 10Q: 3 clusters Score -2033769 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2033924.750000 Penalty: 4719.343750
	Iteration 11Q: 3 clusters Score -2033925 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2034041.375000 Penalty: 4719.343750
	Iteration 12Q: 3 clusters Score -2034041 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2034125.625000 Penalty: 4719.343750
	Iteration 13Q: 3 clusters Score -2034126 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2034187.500000 Penalty: 4719.343750
	Iteration 14Q: 3 clusters Score -2034188 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2034241.000000 Penalty: 4719.343750
	Iteration 15Q: 3 clusters Score -2034241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2034274.125000 Penalty: 4719.343750
	Iteration 16Q: 3 clusters Score -2034274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2034293.875000 Penalty: 4719.343750
	Iteration 17Q: 3 clusters Score -2034294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2034315.125000 Penalty: 4719.343750
	Iteration 18Q: 3 clusters Score -2034315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2034335.375000 Penalty: 4719.343750
	Iteration 19Q: 3 clusters Score -2034335 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2034350.000000 Penalty: 4719.343750
	Iteration 20F: 3 clusters Score -2034350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2034363.625000 Penalty: 4719.343750
	Iteration 21Q: 3 clusters Score -2034364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2034368.625000 Penalty: 4719.343750
	Iteration 22Q: 3 clusters Score -2034369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2034378.750000 Penalty: 4719.343750
	Iteration 23Q: 3 clusters Score -2034379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2034395.625000 Penalty: 4719.343750
	Iteration 24Q: 3 clusters Score -2034396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2034408.375000 Penalty: 4719.343750
	Iteration 25Q: 3 clusters Score -2034408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2034410.875000 Penalty: 4719.343750
	Iteration 26Q: 3 clusters Score -2034411 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2034417.875000 Penalty: 4719.343750
	Iteration 27Q: 3 clusters Score -2034418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2034432.750000 Penalty: 4719.343750
	Iteration 28Q: 3 clusters Score -2034433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2034443.000000 Penalty: 4719.343750
	Iteration 29Q: 3 clusters Score -2034443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2034447.750000 Penalty: 4719.343750
	Iteration 30Q: 3 clusters Score -2034448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2034450.250000 Penalty: 4719.343750
	Iteration 31Q: 3 clusters Score -2034450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2034455.125000 Penalty: 4719.343750
	Iteration 32Q: 3 clusters Score -2034455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2034463.375000 Penalty: 4719.343750
	Iteration 33Q: 3 clusters Score -2034463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2034472.625000 Penalty: 4719.343750
	Iteration 34Q: 3 clusters Score -2034473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2034476.625000 Penalty: 4719.343750
	Iteration 35Q: 3 clusters Score -2034477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2034487.500000 Penalty: 4719.343750
	Iteration 36Q: 3 clusters Score -2034488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2034498.875000 Penalty: 4719.343750
	Iteration 37Q: 3 clusters Score -2034499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2034504.375000 Penalty: 4719.343750
	Iteration 38Q: 3 clusters Score -2034504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2034513.500000 Penalty: 4719.343750
	Iteration 39Q: 3 clusters Score -2034514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2034529.875000 Penalty: 4719.343750
	Iteration 40F: 3 clusters Score -2034530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2034536.250000 Penalty: 4719.343750
	Iteration 41Q: 3 clusters Score -2034536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2034554.625000 Penalty: 4719.343750
	Iteration 42Q: 3 clusters Score -2034555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2034563.500000 Penalty: 4719.343750
	Iteration 43Q: 3 clusters Score -2034564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2034573.625000 Penalty: 4719.343750
	Iteration 44Q: 3 clusters Score -2034574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2034588.875000 Penalty: 4719.343750
	Iteration 45Q: 3 clusters Score -2034589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2034609.125000 Penalty: 4719.343750
	Iteration 46Q: 3 clusters Score -2034609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2034628.750000 Penalty: 4719.343750
	Iteration 47Q: 3 clusters Score -2034629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2034640.875000 Penalty: 4719.343750
	Iteration 48Q: 3 clusters Score -2034641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2034655.250000 Penalty: 4719.343750
	Iteration 49Q: 3 clusters Score -2034655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2034662.250000 Penalty: 4719.343750
	Iteration 50Q: 3 clusters Score -2034662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2034667.250000 Penalty: 4719.343750
	Iteration 51Q: 3 clusters Score -2034667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2034667.250000 Penalty: 4719.343750
	Iteration 52Q: 3 clusters Score -2034667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2034668.375000 Penalty: 4719.343750
	Iteration 53Q: 3 clusters Score -2034668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2034679.500000 Penalty: 4719.343750
	Iteration 54Q: 3 clusters Score -2034680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2034680.750000 Penalty: 4719.343750
	Iteration 55Q: 3 clusters Score -2034681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2034689.125000 Penalty: 4719.343750
	Iteration 56Q: 3 clusters Score -2034689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2034694.625000 Penalty: 4719.343750
	Iteration 57Q: 3 clusters Score -2034695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2034700.000000 Penalty: 4719.343750
	Iteration 58Q: 3 clusters Score -2034700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2034709.625000 Penalty: 4719.343750
	Iteration 59Q: 3 clusters Score -2034710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2034721.125000 Penalty: 4719.343750
	Iteration 60F: 3 clusters Score -2034721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2034727.000000 Penalty: 4719.343750
	Iteration 61Q: 3 clusters Score -2034727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2034725.000000 Penalty: 4719.343750
	Iteration 62Q: 3 clusters Score -2034725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2034734.875000 Penalty: 4719.343750
	Iteration 63Q: 3 clusters Score -2034735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2034737.500000 Penalty: 4719.343750
	Iteration 64Q: 3 clusters Score -2034738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2034747.375000 Penalty: 4719.343750
	Iteration 65Q: 3 clusters Score -2034747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2034752.750000 Penalty: 4719.343750
	Iteration 66Q: 3 clusters Score -2034753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2034757.250000 Penalty: 4719.343750
	Iteration 67Q: 3 clusters Score -2034757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2034769.750000 Penalty: 4719.343750
	Iteration 68Q: 3 clusters Score -2034770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2034784.375000 Penalty: 4719.343750
	Iteration 69Q: 3 clusters Score -2034784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2034795.500000 Penalty: 4719.343750
	Iteration 70Q: 3 clusters Score -2034796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2034805.625000 Penalty: 4719.343750
	Iteration 71Q: 3 clusters Score -2034806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2034827.375000 Penalty: 4719.343750
	Iteration 72Q: 3 clusters Score -2034827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2034838.000000 Penalty: 4719.343750
	Iteration 73Q: 3 clusters Score -2034838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2034855.625000 Penalty: 4719.343750
	Iteration 74Q: 3 clusters Score -2034856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2034861.375000 Penalty: 4719.343750
	Iteration 75Q: 3 clusters Score -2034861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2034866.000000 Penalty: 4719.343750
	Iteration 76Q: 3 clusters Score -2034866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2034869.750000 Penalty: 4719.343750
	Iteration 77Q: 3 clusters Score -2034870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2034875.750000 Penalty: 4719.343750
	Iteration 78Q: 3 clusters Score -2034876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2034885.625000 Penalty: 4719.343750
	Iteration 79Q: 3 clusters Score -2034886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2034898.500000 Penalty: 4719.343750
	Iteration 80F: 3 clusters Score -2034898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2034903.125000 Penalty: 4719.343750
	Iteration 81Q: 3 clusters Score -2034903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2034911.625000 Penalty: 4719.343750
	Iteration 82Q: 3 clusters Score -2034912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2034927.125000 Penalty: 4719.343750
	Iteration 83Q: 3 clusters Score -2034927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2034933.750000 Penalty: 4719.343750
	Iteration 84Q: 3 clusters Score -2034934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2034947.750000 Penalty: 4719.343750
	Iteration 85Q: 3 clusters Score -2034948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2034962.500000 Penalty: 4719.343750
	Iteration 86Q: 3 clusters Score -2034962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2034976.250000 Penalty: 4719.343750
	Iteration 87Q: 3 clusters Score -2034976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2034982.500000 Penalty: 4719.343750
	Iteration 88Q: 3 clusters Score -2034982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2034994.250000 Penalty: 4719.343750
	Iteration 89Q: 3 clusters Score -2034994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2035015.000000 Penalty: 4719.343750
	Iteration 90Q: 3 clusters Score -2035015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2035041.250000 Penalty: 4719.343750
	Iteration 91Q: 3 clusters Score -2035041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2035079.375000 Penalty: 4719.343750
	Iteration 92Q: 3 clusters Score -2035079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2035126.625000 Penalty: 4719.343750
	Iteration 93Q: 3 clusters Score -2035127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2035202.875000 Penalty: 4719.343750
	Iteration 94Q: 3 clusters Score -2035203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2035295.125000 Penalty: 4719.343750
	Iteration 95Q: 3 clusters Score -2035295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2035411.500000 Penalty: 4719.343750
	Iteration 96Q: 3 clusters Score -2035412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2035481.375000 Penalty: 4719.343750
	Iteration 97Q: 3 clusters Score -2035481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2035511.000000 Penalty: 4719.343750
	Iteration 98Q: 3 clusters Score -2035511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2035520.125000 Penalty: 4719.343750
	Iteration 99Q: 3 clusters Score -2035520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2035535.500000 Penalty: 4719.343750
	Iteration 100F: 3 clusters Score -2035536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2035542.250000 Penalty: 4719.343750
	Iteration 101Q: 3 clusters Score -2035542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2035544.625000 Penalty: 4719.343750
	Iteration 102Q: 3 clusters Score -2035545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2035547.500000 Penalty: 4719.343750
	Iteration 103Q: 3 clusters Score -2035548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2035547.250000 Penalty: 4719.343750
	Iteration 104Q: 3 clusters Score -2035547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2035547.750000 Penalty: 4719.343750
	Iteration 105Q: 3 clusters Score -2035548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2035549.250000 Penalty: 4719.343750
	Iteration 106Q: 3 clusters Score -2035549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2035548.000000 Penalty: 4719.343750
	Iteration 107Q: 3 clusters Score -2035548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2035548.000000 Penalty: 4719.343750
	Iteration 108F: 3 clusters Score -2035548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -550308.437500 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -550308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -546756.750000 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -546756.8 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -547474.250000 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -547474.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -547654.187500 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -547654.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -547750.500000 Penalty: 4043.633057
	Iteration 3F: 3 clusters Score -547750.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -547804.937500 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -547804.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -547844.375000 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -547844.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -547883.625000 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -547883.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -547919.187500 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -547919.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -547944.437500 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -547944.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -547969.687500 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -547969.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -547985.125000 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -547985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -547999.937500 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -547999.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -548017.500000 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -548017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -548029.312500 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -548029.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -548041.250000 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -548041.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -548051.437500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -548051.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -548059.625000 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -548059.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -548074.000000 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -548074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -548089.937500 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -548089.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -548106.500000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -548106.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -548131.375000 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -548131.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -548151.812500 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -548151.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -548167.562500 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -548167.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -548180.250000 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -548180.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -548195.687500 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -548195.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -548209.312500 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -548209.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -548224.687500 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -548224.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -548243.812500 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -548243.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -548261.375000 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -548261.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -548286.312500 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -548286.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -548309.187500 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -548309.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -548335.062500 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -548335.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -548359.125000 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -548359.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -548390.625000 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -548390.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -548418.187500 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -548418.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -548441.375000 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -548441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -548460.875000 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -548460.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -548482.312500 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -548482.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -548502.625000 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -548502.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -548524.187500 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -548524.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -548541.437500 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -548541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -548551.875000 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -548551.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -548559.250000 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -548559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -548564.437500 Penalty: 4043.633057
	Iteration 43Q: 3 clusters Score -548564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -548574.812500 Penalty: 4043.633057
	Iteration 44Q: 3 clusters Score -548574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -548584.437500 Penalty: 4043.633057
	Iteration 45Q: 3 clusters Score -548584.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -548587.312500 Penalty: 4043.633057
	Iteration 46Q: 3 clusters Score -548587.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -548591.312500 Penalty: 4043.633057
	Iteration 47Q: 3 clusters Score -548591.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -548595.687500 Penalty: 4043.633057
	Iteration 48Q: 3 clusters Score -548595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -548596.875000 Penalty: 4043.633057
	Iteration 49Q: 3 clusters Score -548596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -548598.187500 Penalty: 4043.633057
	Iteration 50Q: 3 clusters Score -548598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -548599.250000 Penalty: 4043.633057
	Iteration 51Q: 3 clusters Score -548599.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -548599.937500 Penalty: 4043.633057
	Iteration 52Q: 3 clusters Score -548599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -548600.187500 Penalty: 4043.633057
	Iteration 53Q: 3 clusters Score -548600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -548600.250000 Penalty: 4043.633057
	Iteration 54Q: 3 clusters Score -548600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -548600.250000 Penalty: 4043.633057
	Iteration 55F: 3 clusters Score -548600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -371237.156250 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -371237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -368354.687500 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -368354.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -368850.093750 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -368850.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -368984.718750 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -368984.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -369051.843750 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -369051.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -369094.000000 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -369094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -369125.093750 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -369125.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -369153.062500 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -369153.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -369180.656250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -369180.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -369205.125000 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -369205.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -369217.187500 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -369217.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -369228.093750 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -369228.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -369233.812500 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -369233.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369238.656250 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -369238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -369242.500000 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -369242.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -369247.125000 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -369247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -369250.062500 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -369250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -369250.468750 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -369250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -369250.968750 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -369251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -369254.875000 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -369254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369255.093750 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -369255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -369255.250000 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -369255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -369255.812500 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -369255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -369255.812500 Penalty: 3865.414551
	Iteration 22F: 3 clusters Score -369255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Entering Unmasked Estep 
Score: -716764.187500 Penalty: 2089.582520
	Iteration 0F: 2 clusters Score -716764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -712465.187500 Penalty: 4179.165039
	Iteration 0F: 3 clusters Score -712465.2 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -713459.687500 Penalty: 4179.165039
	Iteration 1F: 3 clusters Score -713459.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -713693.875000 Penalty: 4179.165039
	Iteration 2F: 3 clusters Score -713693.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -713845.812500 Penalty: 4179.165039
	Iteration 3F: 3 clusters Score -713845.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -714027.062500 Penalty: 4179.165039
	Iteration 4Q: 3 clusters Score -714027.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -714223.937500 Penalty: 4179.165039
	Iteration 5Q: 3 clusters Score -714223.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -714404.875000 Penalty: 4179.165039
	Iteration 6Q: 3 clusters Score -714404.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -714612.937500 Penalty: 4179.165039
	Iteration 7Q: 3 clusters Score -714612.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -714776.312500 Penalty: 4179.165039
	Iteration 8Q: 3 clusters Score -714776.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -714920.125000 Penalty: 4179.165039
	Iteration 9Q: 3 clusters Score -714920.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -715022.687500 Penalty: 4179.165039
	Iteration 10Q: 3 clusters Score -715022.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -715091.375000 Penalty: 4179.165039
	Iteration 11Q: 3 clusters Score -715091.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -715154.125000 Penalty: 4179.165039
	Iteration 12Q: 3 clusters Score -715154.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -715189.000000 Penalty: 4179.165039
	Iteration 13Q: 3 clusters Score -715189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -715210.250000 Penalty: 4179.165039
	Iteration 14Q: 3 clusters Score -715210.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -715226.687500 Penalty: 4179.165039
	Iteration 15Q: 3 clusters Score -715226.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -715236.312500 Penalty: 4179.165039
	Iteration 16Q: 3 clusters Score -715236.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -715242.875000 Penalty: 4179.165039
	Iteration 17Q: 3 clusters Score -715242.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -715250.812500 Penalty: 4179.165039
	Iteration 18Q: 3 clusters Score -715250.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -715254.250000 Penalty: 4179.165039
	Iteration 19Q: 3 clusters Score -715254.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -715258.812500 Penalty: 4179.165039
	Iteration 20F: 3 clusters Score -715258.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -715263.187500 Penalty: 4179.165039
	Iteration 21Q: 3 clusters Score -715263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -715267.375000 Penalty: 4179.165039
	Iteration 22Q: 3 clusters Score -715267.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -715274.625000 Penalty: 4179.165039
	Iteration 23Q: 3 clusters Score -715274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -715277.687500 Penalty: 4179.165039
	Iteration 24Q: 3 clusters Score -715277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -715278.375000 Penalty: 4179.165039
	Iteration 25Q: 3 clusters Score -715278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -715284.562500 Penalty: 4179.165039
	Iteration 26Q: 3 clusters Score -715284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -715286.875000 Penalty: 4179.165039
	Iteration 27Q: 3 clusters Score -715286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -715289.375000 Penalty: 4179.165039
	Iteration 28Q: 3 clusters Score -715289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -715290.500000 Penalty: 4179.165039
	Iteration 29Q: 3 clusters Score -715290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -715291.562500 Penalty: 4179.165039
	Iteration 30Q: 3 clusters Score -715291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -715293.125000 Penalty: 4179.165039
	Iteration 31Q: 3 clusters Score -715293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -715293.000000 Penalty: 4179.165039
	Iteration 32Q: 3 clusters Score -715293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -715294.312500 Penalty: 4179.165039
	Iteration 33Q: 3 clusters Score -715294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -715294.500000 Penalty: 4179.165039
	Iteration 34Q: 3 clusters Score -715294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -715294.500000 Penalty: 4179.165039
	Iteration 35Q: 3 clusters Score -715294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -715297.000000 Penalty: 4179.165039
	Iteration 36Q: 3 clusters Score -715297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -715297.000000 Penalty: 4179.165039
	Iteration 37F: 3 clusters Score -715297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -567863.750000 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -567863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -564187.812500 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -564187.8 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -564933.437500 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -564933.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -565080.625000 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -565080.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -565183.937500 Penalty: 4069.517334
	Iteration 3Q: 3 clusters Score -565183.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -565250.500000 Penalty: 4069.517334
	Iteration 4Q: 3 clusters Score -565250.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -565294.937500 Penalty: 4069.517334
	Iteration 5Q: 3 clusters Score -565294.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -565340.125000 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -565340.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -565381.687500 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -565381.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -565427.937500 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -565427.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -565470.937500 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -565470.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -565507.937500 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -565507.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -565541.687500 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -565541.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -565574.125000 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -565574.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -565615.062500 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -565615.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -565665.750000 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -565665.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -565706.437500 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -565706.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -565739.312500 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -565739.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -565766.187500 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -565766.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -565790.062500 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -565790.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -565810.812500 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -565810.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -565826.250000 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -565826.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -565844.375000 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -565844.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -565857.875000 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -565857.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -565869.937500 Penalty: 4069.517334
	Iteration 23Q: 3 clusters Score -565869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -565878.937500 Penalty: 4069.517334
	Iteration 24Q: 3 clusters Score -565878.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -565887.375000 Penalty: 4069.517334
	Iteration 25Q: 3 clusters Score -565887.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -565896.500000 Penalty: 4069.517334
	Iteration 26Q: 3 clusters Score -565896.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -565906.062500 Penalty: 4069.517334
	Iteration 27Q: 3 clusters Score -565906.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -565915.750000 Penalty: 4069.517334
	Iteration 28Q: 3 clusters Score -565915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -565925.687500 Penalty: 4069.517334
	Iteration 29Q: 3 clusters Score -565925.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -565933.062500 Penalty: 4069.517334
	Iteration 30Q: 3 clusters Score -565933.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -565941.125000 Penalty: 4069.517334
	Iteration 31Q: 3 clusters Score -565941.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -565950.000000 Penalty: 4069.517334
	Iteration 32Q: 3 clusters Score -565950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -565957.687500 Penalty: 4069.517334
	Iteration 33Q: 3 clusters Score -565957.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -565966.125000 Penalty: 4069.517334
	Iteration 34Q: 3 clusters Score -565966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -565972.437500 Penalty: 4069.517334
	Iteration 35Q: 3 clusters Score -565972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -565981.812500 Penalty: 4069.517334
	Iteration 36Q: 3 clusters Score -565981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -565994.562500 Penalty: 4069.517334
	Iteration 37Q: 3 clusters Score -565994.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -566001.437500 Penalty: 4069.517334
	Iteration 38Q: 3 clusters Score -566001.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -566014.187500 Penalty: 4069.517334
	Iteration 39Q: 3 clusters Score -566014.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -566027.500000 Penalty: 4069.517334
	Iteration 40F: 3 clusters Score -566027.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -566038.562500 Penalty: 4069.517334
	Iteration 41Q: 3 clusters Score -566038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -566049.875000 Penalty: 4069.517334
	Iteration 42Q: 3 clusters Score -566049.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -566057.937500 Penalty: 4069.517334
	Iteration 43Q: 3 clusters Score -566057.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -566067.375000 Penalty: 4069.517334
	Iteration 44Q: 3 clusters Score -566067.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -566075.312500 Penalty: 4069.517334
	Iteration 45Q: 3 clusters Score -566075.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -566085.062500 Penalty: 4069.517334
	Iteration 46Q: 3 clusters Score -566085.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -566102.187500 Penalty: 4069.517334
	Iteration 47Q: 3 clusters Score -566102.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -566113.625000 Penalty: 4069.517334
	Iteration 48Q: 3 clusters Score -566113.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -566129.000000 Penalty: 4069.517334
	Iteration 49Q: 3 clusters Score -566129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -566140.687500 Penalty: 4069.517334
	Iteration 50Q: 3 clusters Score -566140.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -566159.125000 Penalty: 4069.517334
	Iteration 51Q: 3 clusters Score -566159.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -566170.062500 Penalty: 4069.517334
	Iteration 52Q: 3 clusters Score -566170.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -566178.687500 Penalty: 4069.517334
	Iteration 53Q: 3 clusters Score -566178.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -566188.312500 Penalty: 4069.517334
	Iteration 54Q: 3 clusters Score -566188.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -566195.437500 Penalty: 4069.517334
	Iteration 55Q: 3 clusters Score -566195.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -566206.375000 Penalty: 4069.517334
	Iteration 56Q: 3 clusters Score -566206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -566212.750000 Penalty: 4069.517334
	Iteration 57Q: 3 clusters Score -566212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -566217.000000 Penalty: 4069.517334
	Iteration 58Q: 3 clusters Score -566217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -566224.625000 Penalty: 4069.517334
	Iteration 59Q: 3 clusters Score -566224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -566226.687500 Penalty: 4069.517334
	Iteration 60F: 3 clusters Score -566226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -566229.875000 Penalty: 4069.517334
	Iteration 61Q: 3 clusters Score -566229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -566233.562500 Penalty: 4069.517334
	Iteration 62Q: 3 clusters Score -566233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -566233.437500 Penalty: 4069.517334
	Iteration 63Q: 3 clusters Score -566233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -566234.000000 Penalty: 4069.517334
	Iteration 64Q: 3 clusters Score -566234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -566235.250000 Penalty: 4069.517334
	Iteration 65Q: 3 clusters Score -566235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566235.687500 Penalty: 4069.517334
	Iteration 66Q: 3 clusters Score -566235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566235.687500 Penalty: 4069.517334
	Iteration 67F: 3 clusters Score -566235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -906866.312500 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -906866.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -901709.875000 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -901709.9 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -903075.937500 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -903075.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -903397.750000 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -903397.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -903686.625000 Penalty: 4317.350586
	Iteration 3F: 3 clusters Score -903686.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -903982.687500 Penalty: 4317.350586
	Iteration 4F: 3 clusters Score -903982.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -904334.812500 Penalty: 4317.350586
	Iteration 5F: 3 clusters Score -904334.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -904679.062500 Penalty: 4317.350586
	Iteration 6F: 3 clusters Score -904679.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -905050.312500 Penalty: 4317.350586
	Iteration 7F: 3 clusters Score -905050.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -905399.437500 Penalty: 4317.350586
	Iteration 8F: 3 clusters Score -905399.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -905756.812500 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -905756.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -906010.062500 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -906010.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -906175.187500 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -906175.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -906274.062500 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -906274.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -906332.375000 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -906332.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -906353.750000 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -906353.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -906367.625000 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -906367.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -906378.125000 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -906378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -906380.437500 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -906380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -906383.437500 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -906383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -906385.562500 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -906385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -906386.687500 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -906386.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -906388.625000 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -906388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -906389.375000 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -906389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -906389.562500 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -906389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -906389.812500 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -906389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -906389.812500 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -906389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -906389.812500 Penalty: 4317.350586
	Iteration 26F: 3 clusters Score -906389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -71715.382812 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -71715.38 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 243 members 
Entering Unmasked Estep 
Score: -70239.195312 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -70239.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70438.218750 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -70438.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70541.875000 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -70541.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70678.882812 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -70678.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70843.265625 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -70843.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70949.000000 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -70949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71026.312500 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -71026.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71109.953125 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -71109.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71252.195312 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -71252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71342.554688 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -71342.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71466.828125 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -71466.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71518.000000 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -71518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71533.218750 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -71533.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71537.554688 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -71537.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71549.531250 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -71549.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71558.953125 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -71558.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71564.835938 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -71564.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71575.234375 Penalty: 3084.425781
	Iteration 17Q: 3 clusters Score -71575.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71578.382812 Penalty: 3084.425781
	Iteration 18Q: 3 clusters Score -71578.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71578.382812 Penalty: 3084.425781
	Iteration 19F: 3 clusters Score -71578.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (42220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Entering Unmasked Estep 
Score: -6530663.500000 Penalty: 2641.361084
	Iteration 0F: 2 clusters Score -6530664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -6502154.500000 Penalty: 5282.722168
	Iteration 0F: 3 clusters Score -6502154 nChanged 19384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -6512991.000000 Penalty: 5282.722168
	Iteration 1F: 3 clusters Score -6512991 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6513621.500000 Penalty: 5282.722168
	Iteration 2Q: 3 clusters Score -6513622 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6514302.500000 Penalty: 5282.722168
	Iteration 3Q: 3 clusters Score -6514302 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6515176.000000 Penalty: 5282.722168
	Iteration 4Q: 3 clusters Score -6515176 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -6516162.000000 Penalty: 5282.722168
	Iteration 5Q: 3 clusters Score -6516162 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -6517297.000000 Penalty: 5282.722168
	Iteration 6F: 3 clusters Score -6517297 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -6518594.000000 Penalty: 5282.722168
	Iteration 7F: 3 clusters Score -6518594 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -6519901.000000 Penalty: 5282.722168
	Iteration 8F: 3 clusters Score -6519901 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6521088.000000 Penalty: 5282.722168
	Iteration 9F: 3 clusters Score -6521088 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -6522320.500000 Penalty: 5282.722168
	Iteration 10Q: 3 clusters Score -6522320 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -6523448.000000 Penalty: 5282.722168
	Iteration 11Q: 3 clusters Score -6523448 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6524309.000000 Penalty: 5282.722168
	Iteration 12Q: 3 clusters Score -6524309 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -6524904.500000 Penalty: 5282.722168
	Iteration 13Q: 3 clusters Score -6524904 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -6525270.000000 Penalty: 5282.722168
	Iteration 14Q: 3 clusters Score -6525270 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6525532.500000 Penalty: 5282.722168
	Iteration 15Q: 3 clusters Score -6525532 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6525661.000000 Penalty: 5282.722168
	Iteration 16Q: 3 clusters Score -6525661 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -6525739.500000 Penalty: 5282.722168
	Iteration 17Q: 3 clusters Score -6525740 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -6525845.000000 Penalty: 5282.722168
	Iteration 18Q: 3 clusters Score -6525845 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -6525863.500000 Penalty: 5282.722168
	Iteration 19Q: 3 clusters Score -6525864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6525902.000000 Penalty: 5282.722168
	Iteration 20F: 3 clusters Score -6525902 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6525923.000000 Penalty: 5282.722168
	Iteration 21Q: 3 clusters Score -6525923 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -6525952.000000 Penalty: 5282.722168
	Iteration 22Q: 3 clusters Score -6525952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6525944.000000 Penalty: 5282.722168
	Iteration 23Q: 3 clusters Score -6525944 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6525958.500000 Penalty: 5282.722168
	Iteration 24Q: 3 clusters Score -6525958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6525970.500000 Penalty: 5282.722168
	Iteration 25Q: 3 clusters Score -6525970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -6525970.500000 Penalty: 5282.722168
	Iteration 26Q: 3 clusters Score -6525970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -6525967.500000 Penalty: 5282.722168
	Iteration 27Q: 3 clusters Score -6525968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -6525977.500000 Penalty: 5282.722168
	Iteration 28Q: 3 clusters Score -6525978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -6525970.500000 Penalty: 5282.722168
	Iteration 29Q: 3 clusters Score -6525970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -6525980.500000 Penalty: 5282.722168
	Iteration 30Q: 3 clusters Score -6525980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -6525988.500000 Penalty: 5282.722168
	Iteration 31Q: 3 clusters Score -6525988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -6525991.500000 Penalty: 5282.722168
	Iteration 32Q: 3 clusters Score -6525992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -6526004.500000 Penalty: 5282.722168
	Iteration 33Q: 3 clusters Score -6526004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -6526000.000000 Penalty: 5282.722168
	Iteration 34Q: 3 clusters Score -6526000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -6526004.000000 Penalty: 5282.722168
	Iteration 35Q: 3 clusters Score -6526004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -6526000.000000 Penalty: 5282.722168
	Iteration 36Q: 3 clusters Score -6526000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -6526005.500000 Penalty: 5282.722168
	Iteration 37Q: 3 clusters Score -6526006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6526015.000000 Penalty: 5282.722168
	Iteration 38Q: 3 clusters Score -6526015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -6526006.000000 Penalty: 5282.722168
	Iteration 39Q: 3 clusters Score -6526006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -6526007.000000 Penalty: 5282.722168
	Iteration 40F: 3 clusters Score -6526007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -6526011.500000 Penalty: 5282.722168
	Iteration 41Q: 3 clusters Score -6526012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6526017.000000 Penalty: 5282.722168
	Iteration 42Q: 3 clusters Score -6526017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6526016.000000 Penalty: 5282.722168
	Iteration 43Q: 3 clusters Score -6526016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6526011.000000 Penalty: 5282.722168
	Iteration 44Q: 3 clusters Score -6526011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -6526017.500000 Penalty: 5282.722168
	Iteration 45Q: 3 clusters Score -6526018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -6526021.500000 Penalty: 5282.722168
	Iteration 46Q: 3 clusters Score -6526022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6526015.000000 Penalty: 5282.722168
	Iteration 47Q: 3 clusters Score -6526015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -6526013.500000 Penalty: 5282.722168
	Iteration 48Q: 3 clusters Score -6526014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -6526014.500000 Penalty: 5282.722168
	Iteration 49Q: 3 clusters Score -6526014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -6526011.000000 Penalty: 5282.722168
	Iteration 50Q: 3 clusters Score -6526011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -6526015.000000 Penalty: 5282.722168
	Iteration 51Q: 3 clusters Score -6526015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6526025.000000 Penalty: 5282.722168
	Iteration 52Q: 3 clusters Score -6526025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -6526014.500000 Penalty: 5282.722168
	Iteration 53Q: 3 clusters Score -6526014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6526022.500000 Penalty: 5282.722168
	Iteration 54Q: 3 clusters Score -6526022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6526023.000000 Penalty: 5282.722168
	Iteration 55Q: 3 clusters Score -6526023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6526023.000000 Penalty: 5282.722168
	Iteration 56Q: 3 clusters Score -6526023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6526027.500000 Penalty: 5282.722168
	Iteration 57Q: 3 clusters Score -6526028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6526025.500000 Penalty: 5282.722168
	Iteration 58Q: 3 clusters Score -6526026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6526026.000000 Penalty: 5282.722168
	Iteration 59Q: 3 clusters Score -6526026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6526024.500000 Penalty: 5282.722168
	Iteration 60F: 3 clusters Score -6526024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6526025.000000 Penalty: 5282.722168
	Iteration 61Q: 3 clusters Score -6526025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6526028.500000 Penalty: 5282.722168
	Iteration 62Q: 3 clusters Score -6526028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6526028.500000 Penalty: 5282.722168
	Iteration 63F: 3 clusters Score -6526028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -473042.531250 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -473042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -469692.968750 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -469693 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -470403.187500 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -470403.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -470600.968750 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -470601 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -470698.906250 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -470698.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -470755.062500 Penalty: 3989.019775
	Iteration 4Q: 3 clusters Score -470755.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -470797.375000 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -470797.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -470839.968750 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -470840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -470873.625000 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -470873.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -470896.812500 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -470896.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -470921.125000 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -470921.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -470954.437500 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -470954.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -470992.375000 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -470992.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -471016.781250 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -471016.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -471036.687500 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -471036.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -471045.750000 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -471045.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -471055.531250 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -471055.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -471065.593750 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -471065.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -471075.593750 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -471075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -471080.656250 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -471080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -471084.375000 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -471084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -471086.687500 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -471086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -471086.968750 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -471087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -471088.843750 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -471088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -471091.281250 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -471091.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -471097.562500 Penalty: 3989.019775
	Iteration 24Q: 3 clusters Score -471097.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -471099.312500 Penalty: 3989.019775
	Iteration 25Q: 3 clusters Score -471099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -471101.906250 Penalty: 3989.019775
	Iteration 26Q: 3 clusters Score -471101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -471103.000000 Penalty: 3989.019775
	Iteration 27Q: 3 clusters Score -471103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -471105.000000 Penalty: 3989.019775
	Iteration 28Q: 3 clusters Score -471105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -471108.343750 Penalty: 3989.019775
	Iteration 29Q: 3 clusters Score -471108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -471112.406250 Penalty: 3989.019775
	Iteration 30Q: 3 clusters Score -471112.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -471116.562500 Penalty: 3989.019775
	Iteration 31Q: 3 clusters Score -471116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -471121.250000 Penalty: 3989.019775
	Iteration 32Q: 3 clusters Score -471121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -471127.625000 Penalty: 3989.019775
	Iteration 33Q: 3 clusters Score -471127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -471131.156250 Penalty: 3989.019775
	Iteration 34Q: 3 clusters Score -471131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -471136.187500 Penalty: 3989.019775
	Iteration 35Q: 3 clusters Score -471136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -471141.562500 Penalty: 3989.019775
	Iteration 36Q: 3 clusters Score -471141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -471146.031250 Penalty: 3989.019775
	Iteration 37Q: 3 clusters Score -471146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -471147.125000 Penalty: 3989.019775
	Iteration 38Q: 3 clusters Score -471147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -471147.906250 Penalty: 3989.019775
	Iteration 39Q: 3 clusters Score -471147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -471150.875000 Penalty: 3989.019775
	Iteration 40F: 3 clusters Score -471150.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -471153.500000 Penalty: 3989.019775
	Iteration 41Q: 3 clusters Score -471153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -471156.656250 Penalty: 3989.019775
	Iteration 42Q: 3 clusters Score -471156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -471161.843750 Penalty: 3989.019775
	Iteration 43Q: 3 clusters Score -471161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -471165.156250 Penalty: 3989.019775
	Iteration 44Q: 3 clusters Score -471165.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -471167.875000 Penalty: 3989.019775
	Iteration 45Q: 3 clusters Score -471167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -471170.656250 Penalty: 3989.019775
	Iteration 46Q: 3 clusters Score -471170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -471176.125000 Penalty: 3989.019775
	Iteration 47Q: 3 clusters Score -471176.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -471181.000000 Penalty: 3989.019775
	Iteration 48Q: 3 clusters Score -471181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -471185.500000 Penalty: 3989.019775
	Iteration 49Q: 3 clusters Score -471185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -471188.375000 Penalty: 3989.019775
	Iteration 50Q: 3 clusters Score -471188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -471197.375000 Penalty: 3989.019775
	Iteration 51Q: 3 clusters Score -471197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -471201.968750 Penalty: 3989.019775
	Iteration 52Q: 3 clusters Score -471202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -471204.562500 Penalty: 3989.019775
	Iteration 53Q: 3 clusters Score -471204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -471205.125000 Penalty: 3989.019775
	Iteration 54Q: 3 clusters Score -471205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -471206.312500 Penalty: 3989.019775
	Iteration 55Q: 3 clusters Score -471206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -471207.500000 Penalty: 3989.019775
	Iteration 56Q: 3 clusters Score -471207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -471208.625000 Penalty: 3989.019775
	Iteration 57Q: 3 clusters Score -471208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -471211.906250 Penalty: 3989.019775
	Iteration 58Q: 3 clusters Score -471211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -471215.125000 Penalty: 3989.019775
	Iteration 59Q: 3 clusters Score -471215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -471219.843750 Penalty: 3989.019775
	Iteration 60F: 3 clusters Score -471219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -471223.781250 Penalty: 3989.019775
	Iteration 61Q: 3 clusters Score -471223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -471226.781250 Penalty: 3989.019775
	Iteration 62Q: 3 clusters Score -471226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -471230.531250 Penalty: 3989.019775
	Iteration 63Q: 3 clusters Score -471230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -471231.625000 Penalty: 3989.019775
	Iteration 64Q: 3 clusters Score -471231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -471232.468750 Penalty: 3989.019775
	Iteration 65Q: 3 clusters Score -471232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -471233.531250 Penalty: 3989.019775
	Iteration 66Q: 3 clusters Score -471233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -471236.843750 Penalty: 3989.019775
	Iteration 67Q: 3 clusters Score -471236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -471238.406250 Penalty: 3989.019775
	Iteration 68Q: 3 clusters Score -471238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -471241.187500 Penalty: 3989.019775
	Iteration 69Q: 3 clusters Score -471241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -471243.281250 Penalty: 3989.019775
	Iteration 70Q: 3 clusters Score -471243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -471243.187500 Penalty: 3989.019775
	Iteration 71Q: 3 clusters Score -471243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -471243.187500 Penalty: 3989.019775
	Iteration 72F: 3 clusters Score -471243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -860693.687500 Penalty: 2137.787354
	Iteration 0F: 2 clusters Score -860693.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -855803.562500 Penalty: 4275.574707
	Iteration 0F: 3 clusters Score -855803.6 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -857087.187500 Penalty: 4275.574707
	Iteration 1F: 3 clusters Score -857087.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -857367.187500 Penalty: 4275.574707
	Iteration 2F: 3 clusters Score -857367.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -857556.312500 Penalty: 4275.574707
	Iteration 3F: 3 clusters Score -857556.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -857698.250000 Penalty: 4275.574707
	Iteration 4Q: 3 clusters Score -857698.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -857814.937500 Penalty: 4275.574707
	Iteration 5Q: 3 clusters Score -857814.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -857919.125000 Penalty: 4275.574707
	Iteration 6Q: 3 clusters Score -857919.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -858016.812500 Penalty: 4275.574707
	Iteration 7Q: 3 clusters Score -858016.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -858126.250000 Penalty: 4275.574707
	Iteration 8Q: 3 clusters Score -858126.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -858250.500000 Penalty: 4275.574707
	Iteration 9Q: 3 clusters Score -858250.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -858389.687500 Penalty: 4275.574707
	Iteration 10Q: 3 clusters Score -858389.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -858562.187500 Penalty: 4275.574707
	Iteration 11Q: 3 clusters Score -858562.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -858720.187500 Penalty: 4275.574707
	Iteration 12Q: 3 clusters Score -858720.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -858876.250000 Penalty: 4275.574707
	Iteration 13Q: 3 clusters Score -858876.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -858995.750000 Penalty: 4275.574707
	Iteration 14Q: 3 clusters Score -858995.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -859109.500000 Penalty: 4275.574707
	Iteration 15Q: 3 clusters Score -859109.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -859189.125000 Penalty: 4275.574707
	Iteration 16Q: 3 clusters Score -859189.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -859229.000000 Penalty: 4275.574707
	Iteration 17Q: 3 clusters Score -859229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -859253.500000 Penalty: 4275.574707
	Iteration 18Q: 3 clusters Score -859253.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -859276.062500 Penalty: 4275.574707
	Iteration 19Q: 3 clusters Score -859276.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -859288.562500 Penalty: 4275.574707
	Iteration 20F: 3 clusters Score -859288.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -859296.875000 Penalty: 4275.574707
	Iteration 21Q: 3 clusters Score -859296.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -859303.375000 Penalty: 4275.574707
	Iteration 22Q: 3 clusters Score -859303.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -859307.562500 Penalty: 4275.574707
	Iteration 23Q: 3 clusters Score -859307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -859312.750000 Penalty: 4275.574707
	Iteration 24Q: 3 clusters Score -859312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -859312.437500 Penalty: 4275.574707
	Iteration 25Q: 3 clusters Score -859312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -859313.500000 Penalty: 4275.574707
	Iteration 26Q: 3 clusters Score -859313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -859313.312500 Penalty: 4275.574707
	Iteration 27Q: 3 clusters Score -859313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -859312.187500 Penalty: 4275.574707
	Iteration 28Q: 3 clusters Score -859312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -859313.937500 Penalty: 4275.574707
	Iteration 29Q: 3 clusters Score -859313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -859312.812500 Penalty: 4275.574707
	Iteration 30Q: 3 clusters Score -859312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -859312.812500 Penalty: 4275.574707
	Iteration 31F: 3 clusters Score -859312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -597707.312500 Penalty: 2057.605469
	Iteration 0F: 2 clusters Score -597707.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -593855.875000 Penalty: 4115.210938
	Iteration 0F: 3 clusters Score -593855.9 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -594739.500000 Penalty: 4115.210938
	Iteration 1F: 3 clusters Score -594739.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -594977.812500 Penalty: 4115.210938
	Iteration 2F: 3 clusters Score -594977.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -595139.250000 Penalty: 4115.210938
	Iteration 3F: 3 clusters Score -595139.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -595251.250000 Penalty: 4115.210938
	Iteration 4Q: 3 clusters Score -595251.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -595339.750000 Penalty: 4115.210938
	Iteration 5Q: 3 clusters Score -595339.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -595404.562500 Penalty: 4115.210938
	Iteration 6Q: 3 clusters Score -595404.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -595464.937500 Penalty: 4115.210938
	Iteration 7Q: 3 clusters Score -595464.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -595532.937500 Penalty: 4115.210938
	Iteration 8Q: 3 clusters Score -595532.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -595600.062500 Penalty: 4115.210938
	Iteration 9Q: 3 clusters Score -595600.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -595663.500000 Penalty: 4115.210938
	Iteration 10Q: 3 clusters Score -595663.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -595714.250000 Penalty: 4115.210938
	Iteration 11Q: 3 clusters Score -595714.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -595773.250000 Penalty: 4115.210938
	Iteration 12Q: 3 clusters Score -595773.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -595820.687500 Penalty: 4115.210938
	Iteration 13Q: 3 clusters Score -595820.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -595865.125000 Penalty: 4115.210938
	Iteration 14Q: 3 clusters Score -595865.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -595895.875000 Penalty: 4115.210938
	Iteration 15Q: 3 clusters Score -595895.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -595920.312500 Penalty: 4115.210938
	Iteration 16Q: 3 clusters Score -595920.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -595935.437500 Penalty: 4115.210938
	Iteration 17Q: 3 clusters Score -595935.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -595949.062500 Penalty: 4115.210938
	Iteration 18Q: 3 clusters Score -595949.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -595960.812500 Penalty: 4115.210938
	Iteration 19Q: 3 clusters Score -595960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -595971.812500 Penalty: 4115.210938
	Iteration 20F: 3 clusters Score -595971.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -595982.625000 Penalty: 4115.210938
	Iteration 21Q: 3 clusters Score -595982.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -595993.187500 Penalty: 4115.210938
	Iteration 22Q: 3 clusters Score -595993.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -596003.687500 Penalty: 4115.210938
	Iteration 23Q: 3 clusters Score -596003.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -596013.750000 Penalty: 4115.210938
	Iteration 24Q: 3 clusters Score -596013.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -596026.125000 Penalty: 4115.210938
	Iteration 25Q: 3 clusters Score -596026.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -596040.125000 Penalty: 4115.210938
	Iteration 26Q: 3 clusters Score -596040.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -596052.500000 Penalty: 4115.210938
	Iteration 27Q: 3 clusters Score -596052.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -596061.562500 Penalty: 4115.210938
	Iteration 28Q: 3 clusters Score -596061.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -596075.187500 Penalty: 4115.210938
	Iteration 29Q: 3 clusters Score -596075.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -596085.812500 Penalty: 4115.210938
	Iteration 30Q: 3 clusters Score -596085.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -596096.812500 Penalty: 4115.210938
	Iteration 31Q: 3 clusters Score -596096.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -596108.625000 Penalty: 4115.210938
	Iteration 32Q: 3 clusters Score -596108.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -596121.562500 Penalty: 4115.210938
	Iteration 33Q: 3 clusters Score -596121.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -596131.437500 Penalty: 4115.210938
	Iteration 34Q: 3 clusters Score -596131.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -596139.687500 Penalty: 4115.210938
	Iteration 35Q: 3 clusters Score -596139.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -596150.625000 Penalty: 4115.210938
	Iteration 36Q: 3 clusters Score -596150.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -596158.687500 Penalty: 4115.210938
	Iteration 37Q: 3 clusters Score -596158.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -596165.062500 Penalty: 4115.210938
	Iteration 38Q: 3 clusters Score -596165.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -596175.250000 Penalty: 4115.210938
	Iteration 39Q: 3 clusters Score -596175.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -596192.375000 Penalty: 4115.210938
	Iteration 40F: 3 clusters Score -596192.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -596199.812500 Penalty: 4115.210938
	Iteration 41Q: 3 clusters Score -596199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -596208.875000 Penalty: 4115.210938
	Iteration 42Q: 3 clusters Score -596208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -596213.375000 Penalty: 4115.210938
	Iteration 43Q: 3 clusters Score -596213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -596215.312500 Penalty: 4115.210938
	Iteration 44Q: 3 clusters Score -596215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -596219.062500 Penalty: 4115.210938
	Iteration 45Q: 3 clusters Score -596219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -596222.500000 Penalty: 4115.210938
	Iteration 46Q: 3 clusters Score -596222.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -596229.687500 Penalty: 4115.210938
	Iteration 47Q: 3 clusters Score -596229.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -596235.625000 Penalty: 4115.210938
	Iteration 48Q: 3 clusters Score -596235.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -596243.250000 Penalty: 4115.210938
	Iteration 49Q: 3 clusters Score -596243.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -596249.875000 Penalty: 4115.210938
	Iteration 50Q: 3 clusters Score -596249.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -596253.312500 Penalty: 4115.210938
	Iteration 51Q: 3 clusters Score -596253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -596254.875000 Penalty: 4115.210938
	Iteration 52Q: 3 clusters Score -596254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -596256.750000 Penalty: 4115.210938
	Iteration 53Q: 3 clusters Score -596256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -596258.062500 Penalty: 4115.210938
	Iteration 54Q: 3 clusters Score -596258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -596258.125000 Penalty: 4115.210938
	Iteration 55Q: 3 clusters Score -596258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -596258.125000 Penalty: 4115.210938
	Iteration 56F: 3 clusters Score -596258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -900405.812500 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -900405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -895466.062500 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -895466.1 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -896772.250000 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -896772.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -897062.937500 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -897062.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -897252.312500 Penalty: 4292.640625
	Iteration 3F: 3 clusters Score -897252.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -897402.812500 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -897402.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -897552.062500 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -897552.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -897701.625000 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -897701.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -897861.625000 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -897861.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -898044.062500 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -898044.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -898212.875000 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -898212.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -898332.437500 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -898332.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -898438.375000 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -898438.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -898507.375000 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -898507.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -898576.750000 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -898576.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -898631.250000 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -898631.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -898665.437500 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -898665.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -898697.437500 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -898697.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -898718.937500 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -898718.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -898729.562500 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -898729.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -898741.250000 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -898741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -898746.062500 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -898746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -898753.187500 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -898753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -898762.750000 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -898762.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -898772.187500 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -898772.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -898780.687500 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -898780.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -898786.625000 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -898786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -898793.937500 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -898793.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -898798.750000 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -898798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -898803.187500 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -898803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -898806.250000 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -898806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -898807.250000 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -898807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -898807.250000 Penalty: 4292.640625
	Iteration 31F: 3 clusters Score -898807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78378 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47198 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50535 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 6916 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29401 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16513 members 
Mstep: Class 23 contains 2292 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6752 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9019 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7282 members 
Mstep: Class 44 contains 9709 members 
Mstep: Class 45 contains 8591 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13559 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6029 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4011 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895616.000000 Penalty: 208988.609375
Iteration 239Q: 62 clusters Score -1.518956e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 8402 members 
Mstep: Class 3 contains 7912 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78376 members 
Mstep: Class 7 contains 81838 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47196 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50534 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 6947 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29403 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95589 members 
Mstep: Class 26 contains 13859 members 
Mstep: Class 27 contains 7563 members 
Mstep: Class 28 contains 88461 members 
Mstep: Class 29 contains 28650 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6757 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3854 members 
Mstep: Class 39 contains 9025 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7283 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8597 members 
Mstep: Class 46 contains 5179 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13555 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6030 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42220 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4012 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895712.000000 Penalty: 208988.609375
Iteration 240F: 62 clusters Score -1.518957e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 4 contains 12778 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78374 members 
Mstep: Class 7 contains 81832 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47193 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50526 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 6983 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29408 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16516 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95591 members 
Mstep: Class 26 contains 13860 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28657 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6758 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3852 members 
Mstep: Class 39 contains 9028 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21693 members 
Mstep: Class 43 contains 7283 members 
Mstep: Class 44 contains 9710 members 
Mstep: Class 45 contains 8600 members 
Mstep: Class 46 contains 5180 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13554 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42221 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5542 members 
Mstep: Class 60 contains 4013 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895696.000000 Penalty: 208988.609375
Iteration 241Q: 62 clusters Score -1.518957e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 12779 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78369 members 
Mstep: Class 7 contains 81828 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47188 members 
Mstep: Class 10 contains 6093 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50520 members 
Mstep: Class 14 contains 9347 members 
Mstep: Class 15 contains 7015 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29415 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16517 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95589 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 7565 members 
Mstep: Class 28 contains 88459 members 
Mstep: Class 29 contains 28665 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4526 members 
Mstep: Class 36 contains 6760 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3852 members 
Mstep: Class 39 contains 9031 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7285 members 
Mstep: Class 44 contains 9712 members 
Mstep: Class 45 contains 8599 members 
Mstep: Class 46 contains 5183 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13553 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6038 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42221 members 
Mstep: Class 58 contains 3110 members 
Mstep: Class 59 contains 5544 members 
Mstep: Class 60 contains 4013 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895680.000000 Penalty: 208988.609375
Iteration 242Q: 62 clusters Score -1.518957e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78368 members 
Mstep: Class 7 contains 81825 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47182 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50512 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 7054 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29411 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95588 members 
Mstep: Class 26 contains 13858 members 
Mstep: Class 27 contains 7562 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28670 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6765 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3851 members 
Mstep: Class 39 contains 9037 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7286 members 
Mstep: Class 44 contains 9713 members 
Mstep: Class 45 contains 8602 members 
Mstep: Class 46 contains 5182 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11496 members 
Mstep: Class 49 contains 10225 members 
Mstep: Class 50 contains 13552 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6037 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5545 members 
Mstep: Class 60 contains 4013 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895664.000000 Penalty: 208988.609375
Iteration 243Q: 62 clusters Score -1.518957e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78364 members 
Mstep: Class 7 contains 81823 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47177 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50512 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7097 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29409 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 16512 members 
Mstep: Class 23 contains 2286 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95587 members 
Mstep: Class 26 contains 13853 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28670 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6778 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6772 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3853 members 
Mstep: Class 39 contains 9044 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9713 members 
Mstep: Class 45 contains 8600 members 
Mstep: Class 46 contains 5181 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11495 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13548 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6033 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5544 members 
Mstep: Class 60 contains 4016 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895664.000000 Penalty: 208988.609375
Iteration 244Q: 62 clusters Score -1.518957e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 8243 members 
Mstep: Class 3 contains 7932 members 
Mstep: Class 4 contains 12776 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78361 members 
Mstep: Class 7 contains 81817 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47176 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50509 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29390 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 2284 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95589 members 
Mstep: Class 26 contains 13848 members 
Mstep: Class 27 contains 7555 members 
Mstep: Class 28 contains 88459 members 
Mstep: Class 29 contains 28674 members 
Mstep: Class 30 contains 11094 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6782 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3856 members 
Mstep: Class 39 contains 9050 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7286 members 
Mstep: Class 44 contains 9716 members 
Mstep: Class 45 contains 8603 members 
Mstep: Class 46 contains 5180 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11493 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13546 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6024 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3111 members 
Mstep: Class 59 contains 5544 members 
Mstep: Class 60 contains 4021 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895600.000000 Penalty: 208988.609375
Iteration 245Q: 62 clusters Score -1.518956e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 8219 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 12773 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78356 members 
Mstep: Class 7 contains 81815 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47173 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50501 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7179 members 
Mstep: Class 16 contains 80723 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29370 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16522 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95588 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 7556 members 
Mstep: Class 28 contains 88456 members 
Mstep: Class 29 contains 28677 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6785 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3856 members 
Mstep: Class 39 contains 9054 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7286 members 
Mstep: Class 44 contains 9718 members 
Mstep: Class 45 contains 8605 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11492 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13544 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 6008 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3112 members 
Mstep: Class 59 contains 5545 members 
Mstep: Class 60 contains 4026 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 246Q: 62 clusters Score -1.518955e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 7951 members 
Mstep: Class 4 contains 12770 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78348 members 
Mstep: Class 7 contains 81811 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47172 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50499 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7213 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29362 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16526 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95588 members 
Mstep: Class 26 contains 13848 members 
Mstep: Class 27 contains 7555 members 
Mstep: Class 28 contains 88454 members 
Mstep: Class 29 contains 28677 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6793 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 9058 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9721 members 
Mstep: Class 45 contains 8606 members 
Mstep: Class 46 contains 5173 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11491 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13546 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 5986 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3114 members 
Mstep: Class 59 contains 5547 members 
Mstep: Class 60 contains 4030 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895616.000000 Penalty: 208988.609375
Iteration 247Q: 62 clusters Score -1.518956e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 12772 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78340 members 
Mstep: Class 7 contains 81809 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47173 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50496 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7231 members 
Mstep: Class 16 contains 80724 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29364 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 16522 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95589 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 7554 members 
Mstep: Class 28 contains 88452 members 
Mstep: Class 29 contains 28679 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6804 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3856 members 
Mstep: Class 39 contains 9060 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9723 members 
Mstep: Class 45 contains 8601 members 
Mstep: Class 46 contains 5166 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11491 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13545 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 5978 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3115 members 
Mstep: Class 59 contains 5549 members 
Mstep: Class 60 contains 4031 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 248Q: 62 clusters Score -1.518955e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 7963 members 
Mstep: Class 4 contains 12777 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78338 members 
Mstep: Class 7 contains 81804 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47173 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50493 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7255 members 
Mstep: Class 16 contains 80725 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29363 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16520 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95585 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 88449 members 
Mstep: Class 29 contains 28683 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6772 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6807 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3856 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9724 members 
Mstep: Class 45 contains 8606 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11490 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13542 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 5967 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42223 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5551 members 
Mstep: Class 60 contains 4032 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895504.000000 Penalty: 208988.609375
Iteration 249Q: 62 clusters Score -1.518955e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 12780 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78337 members 
Mstep: Class 7 contains 81799 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47171 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50488 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29358 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16521 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95584 members 
Mstep: Class 26 contains 13849 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 88449 members 
Mstep: Class 29 contains 28686 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6771 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6806 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 9060 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21697 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9724 members 
Mstep: Class 45 contains 8611 members 
Mstep: Class 46 contains 5159 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11490 members 
Mstep: Class 49 contains 10223 members 
Mstep: Class 50 contains 13541 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 5960 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42222 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5551 members 
Mstep: Class 60 contains 4033 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895520.000000 Penalty: 208988.609375
Iteration 250Q: 62 clusters Score -1.518955e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 8163 members 
Mstep: Class 3 contains 7976 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78340 members 
Mstep: Class 7 contains 81793 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47170 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50479 members 
Mstep: Class 14 contains 9344 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14440 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29360 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16521 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 88450 members 
Mstep: Class 29 contains 28688 members 
Mstep: Class 30 contains 11091 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6773 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6807 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3857 members 
Mstep: Class 39 contains 9060 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9724 members 
Mstep: Class 45 contains 8614 members 
Mstep: Class 46 contains 5158 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11492 members 
Mstep: Class 49 contains 10223 members 
Mstep: Class 50 contains 13539 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3658 members 
Mstep: Class 55 contains 5956 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42224 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5552 members 
Mstep: Class 60 contains 4033 members 
Mstep: Class 61 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895616.000000 Penalty: 208988.609375
Iteration 251Q: 62 clusters Score -1.518956e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 12782 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78337 members 
Mstep: Class 7 contains 81790 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47169 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50484 members 
Mstep: Class 14 contains 9340 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14439 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29366 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95585 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 7551 members 
Mstep: Class 28 contains 88452 members 
Mstep: Class 29 contains 28691 members 
Mstep: Class 30 contains 11091 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14720 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9724 members 
Mstep: Class 45 contains 8615 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11494 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13537 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3657 members 
Mstep: Class 55 contains 5954 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42224 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5554 members 
Mstep: Class 60 contains 4034 members 
Mstep: Class 61 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895536.000000 Penalty: 208988.609375
Iteration 252Q: 62 clusters Score -1.518955e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 12783 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78334 members 
Mstep: Class 7 contains 81790 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47168 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50480 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14436 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29372 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16510 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13838 members 
Mstep: Class 27 contains 7551 members 
Mstep: Class 28 contains 88454 members 
Mstep: Class 29 contains 28694 members 
Mstep: Class 30 contains 11091 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4523 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9723 members 
Mstep: Class 45 contains 8616 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11497 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 13534 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5953 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42225 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5556 members 
Mstep: Class 60 contains 4034 members 
Mstep: Class 61 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895680.000000 Penalty: 208988.609375
Iteration 253Q: 62 clusters Score -1.518957e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 7984 members 
Mstep: Class 4 contains 12785 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78329 members 
Mstep: Class 7 contains 81786 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47167 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50475 members 
Mstep: Class 14 contains 9337 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14435 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29377 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95585 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 88455 members 
Mstep: Class 29 contains 28696 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4522 members 
Mstep: Class 36 contains 6807 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9722 members 
Mstep: Class 45 contains 8616 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10223 members 
Mstep: Class 50 contains 13533 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5954 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42226 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4034 members 
Mstep: Class 61 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895600.000000 Penalty: 208988.609375
Iteration 254Q: 62 clusters Score -1.518956e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 12789 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78329 members 
Mstep: Class 7 contains 81785 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50473 members 
Mstep: Class 14 contains 9336 members 
Mstep: Class 15 contains 7262 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14431 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95584 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 88457 members 
Mstep: Class 29 contains 28697 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4521 members 
Mstep: Class 36 contains 6806 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8617 members 
Mstep: Class 46 contains 5162 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10224 members 
Mstep: Class 50 contains 13533 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5951 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5551 members 
Mstep: Class 60 contains 4033 members 
Mstep: Class 61 contains 5744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895664.000000 Penalty: 208988.609375
Iteration 255Q: 62 clusters Score -1.518957e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 12791 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78333 members 
Mstep: Class 7 contains 81785 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47161 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50465 members 
Mstep: Class 14 contains 9336 members 
Mstep: Class 15 contains 7267 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29364 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95584 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 88458 members 
Mstep: Class 29 contains 28700 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4520 members 
Mstep: Class 36 contains 6806 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2496 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21695 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8618 members 
Mstep: Class 46 contains 5162 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13533 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5943 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4032 members 
Mstep: Class 61 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895728.000000 Penalty: 208988.609375
Iteration 256Q: 62 clusters Score -1.518957e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 12794 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78332 members 
Mstep: Class 7 contains 81784 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47159 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50461 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7271 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29359 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2280 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 7548 members 
Mstep: Class 28 contains 88459 members 
Mstep: Class 29 contains 28701 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6774 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4520 members 
Mstep: Class 36 contains 6807 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21696 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8619 members 
Mstep: Class 46 contains 5164 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10227 members 
Mstep: Class 50 contains 13532 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5935 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42234 members 
Mstep: Class 58 contains 3117 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4035 members 
Mstep: Class 61 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895808.000000 Penalty: 208988.609375
Iteration 257Q: 62 clusters Score -1.518958e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 12794 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78332 members 
Mstep: Class 7 contains 81780 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47159 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50459 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7278 members 
Mstep: Class 16 contains 80728 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29355 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28701 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4520 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8620 members 
Mstep: Class 46 contains 5163 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10227 members 
Mstep: Class 50 contains 13531 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5927 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42234 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895824.000000 Penalty: 208988.609375
Iteration 258Q: 62 clusters Score -1.518958e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 12794 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78330 members 
Mstep: Class 7 contains 81780 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50452 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7282 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29359 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95581 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28701 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4520 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7288 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8621 members 
Mstep: Class 46 contains 5162 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13530 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5922 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895920.000000 Penalty: 208988.609375
Iteration 259Q: 62 clusters Score -1.518959e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 12796 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78328 members 
Mstep: Class 7 contains 81779 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50451 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29362 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95580 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28701 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4520 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7288 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8620 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13529 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5915 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895888.000000 Penalty: 208988.609375
Iteration 260F: 62 clusters Score -1.518959e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 12796 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78327 members 
Mstep: Class 7 contains 81774 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50450 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9281 members 
Mstep: Class 19 contains 29367 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95580 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 7547 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28702 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 4519 members 
Mstep: Class 36 contains 6807 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8621 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13527 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5914 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151895936.000000 Penalty: 208988.609375
Iteration 261Q: 62 clusters Score -1.518959e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78324 members 
Mstep: Class 7 contains 81773 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50451 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29371 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95581 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28702 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4518 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9718 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13526 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5912 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42231 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896000.000000 Penalty: 208988.609375
Iteration 262Q: 62 clusters Score -1.51896e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 8166 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78323 members 
Mstep: Class 7 contains 81769 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50451 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29373 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95581 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88460 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4518 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5160 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13525 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5913 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42230 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5549 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896016.000000 Penalty: 208988.609375
Iteration 263Q: 62 clusters Score -1.51896e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78322 members 
Mstep: Class 7 contains 81765 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50453 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29372 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95581 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88461 members 
Mstep: Class 29 contains 28704 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4518 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5160 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13524 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3656 members 
Mstep: Class 55 contains 5912 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42231 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5548 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896096.000000 Penalty: 208988.609375
Iteration 264Q: 62 clusters Score -1.518961e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78321 members 
Mstep: Class 7 contains 81762 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47159 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50452 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13835 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28704 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4517 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13524 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3655 members 
Mstep: Class 55 contains 5912 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42232 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5549 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896064.000000 Penalty: 208988.609375
Iteration 265Q: 62 clusters Score -1.518961e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78322 members 
Mstep: Class 7 contains 81761 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50452 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29373 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16494 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88462 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4516 members 
Mstep: Class 36 contains 6808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13524 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3654 members 
Mstep: Class 55 contains 5911 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42233 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5549 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896080.000000 Penalty: 208988.609375
Iteration 266Q: 62 clusters Score -1.518961e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78321 members 
Mstep: Class 7 contains 81761 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47161 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50451 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88463 members 
Mstep: Class 29 contains 28702 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4514 members 
Mstep: Class 36 contains 6809 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14721 members 
Mstep: Class 42 contains 21698 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13523 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3652 members 
Mstep: Class 55 contains 5910 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5550 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896032.000000 Penalty: 208988.609375
Iteration 267Q: 62 clusters Score -1.51896e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78319 members 
Mstep: Class 7 contains 81761 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 50449 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7293 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95583 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88463 members 
Mstep: Class 29 contains 28702 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4511 members 
Mstep: Class 36 contains 6809 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21699 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13520 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5551 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896080.000000 Penalty: 208988.609375
Iteration 268Q: 62 clusters Score -1.518961e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78319 members 
Mstep: Class 7 contains 81758 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50445 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29373 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8180 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95584 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4510 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4563 members 
Mstep: Class 54 contains 3650 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5554 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896096.000000 Penalty: 208988.609375
Iteration 269Q: 62 clusters Score -1.518961e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78319 members 
Mstep: Class 7 contains 81757 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29373 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896112.000000 Penalty: 208988.609375
Iteration 270Q: 62 clusters Score -1.518961e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78319 members 
Mstep: Class 7 contains 81757 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29372 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896096.000000 Penalty: 208988.609375
Iteration 271Q: 62 clusters Score -1.518961e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78318 members 
Mstep: Class 7 contains 81757 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29371 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896080.000000 Penalty: 208988.609375
Iteration 272Q: 62 clusters Score -1.518961e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78317 members 
Mstep: Class 7 contains 81756 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29371 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896080.000000 Penalty: 208988.609375
Iteration 273Q: 62 clusters Score -1.518961e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78315 members 
Mstep: Class 7 contains 81756 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50442 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29372 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896080.000000 Penalty: 208988.609375
Iteration 274Q: 62 clusters Score -1.518961e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896096.000000 Penalty: 208988.609375
Iteration 275Q: 62 clusters Score -1.518961e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -151896096.000000 Penalty: 208988.609375
Iteration 276F: 62 clusters Score -1.518961e+08 nChanged 0
Entering ConstructFrom: 
Score: -151896096.000000 Penalty: 208988.609375
Entering ConstructFrom: 
Trying to split cluster 1 (44325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Entering Unmasked Estep 
Score: -6968291.500000 Penalty: 2653.427490
	Iteration 0F: 2 clusters Score -6968292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -6938556.000000 Penalty: 5306.854980
	Iteration 0F: 3 clusters Score -6938556 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6950522.000000 Penalty: 5306.854980
	Iteration 1F: 3 clusters Score -6950522 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -6951733.500000 Penalty: 5306.854980
	Iteration 2F: 3 clusters Score -6951734 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -6953368.500000 Penalty: 5306.854980
	Iteration 3F: 3 clusters Score -6953368 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -6955407.000000 Penalty: 5306.854980
	Iteration 4F: 3 clusters Score -6955407 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -6957545.500000 Penalty: 5306.854980
	Iteration 5F: 3 clusters Score -6957546 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6959392.500000 Penalty: 5306.854980
	Iteration 6F: 3 clusters Score -6959392 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -6960688.500000 Penalty: 5306.854980
	Iteration 7F: 3 clusters Score -6960688 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6961537.000000 Penalty: 5306.854980
	Iteration 8Q: 3 clusters Score -6961537 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -6962132.500000 Penalty: 5306.854980
	Iteration 9Q: 3 clusters Score -6962132 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -6962663.500000 Penalty: 5306.854980
	Iteration 10Q: 3 clusters Score -6962664 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -6963057.000000 Penalty: 5306.854980
	Iteration 11Q: 3 clusters Score -6963057 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6963424.000000 Penalty: 5306.854980
	Iteration 12Q: 3 clusters Score -6963424 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6963716.000000 Penalty: 5306.854980
	Iteration 13Q: 3 clusters Score -6963716 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6964013.500000 Penalty: 5306.854980
	Iteration 14Q: 3 clusters Score -6964014 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -6964354.000000 Penalty: 5306.854980
	Iteration 15Q: 3 clusters Score -6964354 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -6964558.500000 Penalty: 5306.854980
	Iteration 16Q: 3 clusters Score -6964558 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6964804.000000 Penalty: 5306.854980
	Iteration 17Q: 3 clusters Score -6964804 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -6965020.500000 Penalty: 5306.854980
	Iteration 18Q: 3 clusters Score -6965020 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -6965237.000000 Penalty: 5306.854980
	Iteration 19Q: 3 clusters Score -6965237 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6965447.000000 Penalty: 5306.854980
	Iteration 20F: 3 clusters Score -6965447 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -6965657.000000 Penalty: 5306.854980
	Iteration 21Q: 3 clusters Score -6965657 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -6965826.500000 Penalty: 5306.854980
	Iteration 22Q: 3 clusters Score -6965826 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -6966006.500000 Penalty: 5306.854980
	Iteration 23Q: 3 clusters Score -6966006 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -6966181.000000 Penalty: 5306.854980
	Iteration 24Q: 3 clusters Score -6966181 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -6966305.500000 Penalty: 5306.854980
	Iteration 25Q: 3 clusters Score -6966306 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6966411.000000 Penalty: 5306.854980
	Iteration 26Q: 3 clusters Score -6966411 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -6966541.000000 Penalty: 5306.854980
	Iteration 27Q: 3 clusters Score -6966541 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -6966639.000000 Penalty: 5306.854980
	Iteration 28Q: 3 clusters Score -6966639 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -6966699.500000 Penalty: 5306.854980
	Iteration 29Q: 3 clusters Score -6966700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6966759.500000 Penalty: 5306.854980
	Iteration 30Q: 3 clusters Score -6966760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -6966842.000000 Penalty: 5306.854980
	Iteration 31Q: 3 clusters Score -6966842 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -6966910.500000 Penalty: 5306.854980
	Iteration 32Q: 3 clusters Score -6966910 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -6966946.500000 Penalty: 5306.854980
	Iteration 33Q: 3 clusters Score -6966946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6966970.000000 Penalty: 5306.854980
	Iteration 34Q: 3 clusters Score -6966970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -6966985.500000 Penalty: 5306.854980
	Iteration 35Q: 3 clusters Score -6966986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -6966993.500000 Penalty: 5306.854980
	Iteration 36Q: 3 clusters Score -6966994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -6967007.000000 Penalty: 5306.854980
	Iteration 37Q: 3 clusters Score -6967007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -6967010.500000 Penalty: 5306.854980
	Iteration 38Q: 3 clusters Score -6967010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -6967020.000000 Penalty: 5306.854980
	Iteration 39Q: 3 clusters Score -6967020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -6967045.500000 Penalty: 5306.854980
	Iteration 40F: 3 clusters Score -6967046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -6967047.500000 Penalty: 5306.854980
	Iteration 41Q: 3 clusters Score -6967048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -6967048.000000 Penalty: 5306.854980
	Iteration 42Q: 3 clusters Score -6967048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6967050.000000 Penalty: 5306.854980
	Iteration 43Q: 3 clusters Score -6967050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -6967043.000000 Penalty: 5306.854980
	Iteration 44Q: 3 clusters Score -6967043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -6967049.000000 Penalty: 5306.854980
	Iteration 45Q: 3 clusters Score -6967049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -6967061.500000 Penalty: 5306.854980
	Iteration 46Q: 3 clusters Score -6967062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -6967059.500000 Penalty: 5306.854980
	Iteration 47Q: 3 clusters Score -6967060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -6967058.500000 Penalty: 5306.854980
	Iteration 48Q: 3 clusters Score -6967058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -6967066.500000 Penalty: 5306.854980
	Iteration 49Q: 3 clusters Score -6967066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6967068.000000 Penalty: 5306.854980
	Iteration 50Q: 3 clusters Score -6967068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -6967075.500000 Penalty: 5306.854980
	Iteration 51Q: 3 clusters Score -6967076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -6967077.500000 Penalty: 5306.854980
	Iteration 52Q: 3 clusters Score -6967078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -6967084.000000 Penalty: 5306.854980
	Iteration 53Q: 3 clusters Score -6967084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -6967090.000000 Penalty: 5306.854980
	Iteration 54Q: 3 clusters Score -6967090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -6967084.500000 Penalty: 5306.854980
	Iteration 55Q: 3 clusters Score -6967084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -6967083.500000 Penalty: 5306.854980
	Iteration 56Q: 3 clusters Score -6967084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -6967080.000000 Penalty: 5306.854980
	Iteration 57Q: 3 clusters Score -6967080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -6967085.000000 Penalty: 5306.854980
	Iteration 58Q: 3 clusters Score -6967085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -6967088.500000 Penalty: 5306.854980
	Iteration 59Q: 3 clusters Score -6967088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -6967085.000000 Penalty: 5306.854980
	Iteration 60F: 3 clusters Score -6967085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6967079.500000 Penalty: 5306.854980
	Iteration 61Q: 3 clusters Score -6967080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6967079.500000 Penalty: 5306.854980
	Iteration 62F: 3 clusters Score -6967080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Entering Unmasked Estep 
Score: -1247140.250000 Penalty: 2233.979004
	Iteration 0F: 2 clusters Score -1247140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1240560.000000 Penalty: 4467.958008
	Iteration 0F: 3 clusters Score -1240560 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1242757.000000 Penalty: 4467.958008
	Iteration 1F: 3 clusters Score -1242757 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1243540.250000 Penalty: 4467.958008
	Iteration 2F: 3 clusters Score -1243540 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1244252.500000 Penalty: 4467.958008
	Iteration 3F: 3 clusters Score -1244252 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1244831.375000 Penalty: 4467.958008
	Iteration 4F: 3 clusters Score -1244831 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1245261.625000 Penalty: 4467.958008
	Iteration 5F: 3 clusters Score -1245262 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1245538.125000 Penalty: 4467.958008
	Iteration 6F: 3 clusters Score -1245538 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1245676.750000 Penalty: 4467.958008
	Iteration 7Q: 3 clusters Score -1245677 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1245734.750000 Penalty: 4467.958008
	Iteration 8Q: 3 clusters Score -1245735 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1245763.125000 Penalty: 4467.958008
	Iteration 9Q: 3 clusters Score -1245763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1245778.250000 Penalty: 4467.958008
	Iteration 10Q: 3 clusters Score -1245778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1245784.125000 Penalty: 4467.958008
	Iteration 11Q: 3 clusters Score -1245784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1245797.500000 Penalty: 4467.958008
	Iteration 12Q: 3 clusters Score -1245798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1245798.625000 Penalty: 4467.958008
	Iteration 13Q: 3 clusters Score -1245799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1245802.250000 Penalty: 4467.958008
	Iteration 14Q: 3 clusters Score -1245802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1245806.375000 Penalty: 4467.958008
	Iteration 15Q: 3 clusters Score -1245806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1245805.000000 Penalty: 4467.958008
	Iteration 16Q: 3 clusters Score -1245805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1245805.500000 Penalty: 4467.958008
	Iteration 17Q: 3 clusters Score -1245806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1245805.375000 Penalty: 4467.958008
	Iteration 18Q: 3 clusters Score -1245805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1245805.375000 Penalty: 4467.958008
	Iteration 19F: 3 clusters Score -1245805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -1211369.500000 Penalty: 2229.753174
	Iteration 0F: 2 clusters Score -1211370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1204981.250000 Penalty: 4459.506348
	Iteration 0F: 3 clusters Score -1204981 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1206835.125000 Penalty: 4459.506348
	Iteration 1F: 3 clusters Score -1206835 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1207191.875000 Penalty: 4459.506348
	Iteration 2F: 3 clusters Score -1207192 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1207485.000000 Penalty: 4459.506348
	Iteration 3F: 3 clusters Score -1207485 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1207745.875000 Penalty: 4459.506348
	Iteration 4F: 3 clusters Score -1207746 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1207956.375000 Penalty: 4459.506348
	Iteration 5Q: 3 clusters Score -1207956 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1208118.000000 Penalty: 4459.506348
	Iteration 6Q: 3 clusters Score -1208118 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1208237.500000 Penalty: 4459.506348
	Iteration 7Q: 3 clusters Score -1208238 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1208353.750000 Penalty: 4459.506348
	Iteration 8Q: 3 clusters Score -1208354 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1208439.125000 Penalty: 4459.506348
	Iteration 9Q: 3 clusters Score -1208439 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1208513.875000 Penalty: 4459.506348
	Iteration 10Q: 3 clusters Score -1208514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1208592.125000 Penalty: 4459.506348
	Iteration 11Q: 3 clusters Score -1208592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1208674.125000 Penalty: 4459.506348
	Iteration 12Q: 3 clusters Score -1208674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1208769.625000 Penalty: 4459.506348
	Iteration 13Q: 3 clusters Score -1208770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1208889.625000 Penalty: 4459.506348
	Iteration 14Q: 3 clusters Score -1208890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1209035.875000 Penalty: 4459.506348
	Iteration 15Q: 3 clusters Score -1209036 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1209145.250000 Penalty: 4459.506348
	Iteration 16Q: 3 clusters Score -1209145 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1209242.625000 Penalty: 4459.506348
	Iteration 17Q: 3 clusters Score -1209243 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1209329.125000 Penalty: 4459.506348
	Iteration 18Q: 3 clusters Score -1209329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1209396.375000 Penalty: 4459.506348
	Iteration 19Q: 3 clusters Score -1209396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1209443.625000 Penalty: 4459.506348
	Iteration 20F: 3 clusters Score -1209444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1209483.000000 Penalty: 4459.506348
	Iteration 21Q: 3 clusters Score -1209483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1209504.750000 Penalty: 4459.506348
	Iteration 22Q: 3 clusters Score -1209505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1209533.875000 Penalty: 4459.506348
	Iteration 23Q: 3 clusters Score -1209534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1209568.000000 Penalty: 4459.506348
	Iteration 24Q: 3 clusters Score -1209568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1209607.500000 Penalty: 4459.506348
	Iteration 25Q: 3 clusters Score -1209608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1209656.625000 Penalty: 4459.506348
	Iteration 26Q: 3 clusters Score -1209657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1209712.375000 Penalty: 4459.506348
	Iteration 27Q: 3 clusters Score -1209712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1209783.875000 Penalty: 4459.506348
	Iteration 28Q: 3 clusters Score -1209784 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1209862.000000 Penalty: 4459.506348
	Iteration 29Q: 3 clusters Score -1209862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1209948.875000 Penalty: 4459.506348
	Iteration 30Q: 3 clusters Score -1209949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1210044.750000 Penalty: 4459.506348
	Iteration 31Q: 3 clusters Score -1210045 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1210166.625000 Penalty: 4459.506348
	Iteration 32Q: 3 clusters Score -1210167 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1210293.750000 Penalty: 4459.506348
	Iteration 33Q: 3 clusters Score -1210294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1210374.625000 Penalty: 4459.506348
	Iteration 34Q: 3 clusters Score -1210375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1210452.000000 Penalty: 4459.506348
	Iteration 35Q: 3 clusters Score -1210452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1210516.250000 Penalty: 4459.506348
	Iteration 36Q: 3 clusters Score -1210516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1210571.250000 Penalty: 4459.506348
	Iteration 37Q: 3 clusters Score -1210571 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1210620.375000 Penalty: 4459.506348
	Iteration 38Q: 3 clusters Score -1210620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1210647.875000 Penalty: 4459.506348
	Iteration 39Q: 3 clusters Score -1210648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1210679.000000 Penalty: 4459.506348
	Iteration 40F: 3 clusters Score -1210679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1210685.875000 Penalty: 4459.506348
	Iteration 41Q: 3 clusters Score -1210686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1210699.375000 Penalty: 4459.506348
	Iteration 42Q: 3 clusters Score -1210699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1210716.500000 Penalty: 4459.506348
	Iteration 43Q: 3 clusters Score -1210716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1210724.000000 Penalty: 4459.506348
	Iteration 44Q: 3 clusters Score -1210724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1210726.250000 Penalty: 4459.506348
	Iteration 45Q: 3 clusters Score -1210726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1210728.125000 Penalty: 4459.506348
	Iteration 46Q: 3 clusters Score -1210728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1210729.000000 Penalty: 4459.506348
	Iteration 47Q: 3 clusters Score -1210729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1210729.125000 Penalty: 4459.506348
	Iteration 48Q: 3 clusters Score -1210729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1210729.375000 Penalty: 4459.506348
	Iteration 49Q: 3 clusters Score -1210729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1210727.000000 Penalty: 4459.506348
	Iteration 50Q: 3 clusters Score -1210727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1210727.375000 Penalty: 4459.506348
	Iteration 51Q: 3 clusters Score -1210727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1210728.750000 Penalty: 4459.506348
	Iteration 52Q: 3 clusters Score -1210729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1210728.750000 Penalty: 4459.506348
	Iteration 53F: 3 clusters Score -1210729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Entering Unmasked Estep 
Score: -1740956.500000 Penalty: 2345.327637
	Iteration 0F: 2 clusters Score -1740956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1731521.625000 Penalty: 4690.655273
	Iteration 0F: 3 clusters Score -1731522 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1735153.500000 Penalty: 4690.655273
	Iteration 1F: 3 clusters Score -1735154 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1736177.125000 Penalty: 4690.655273
	Iteration 2F: 3 clusters Score -1736177 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1737110.500000 Penalty: 4690.655273
	Iteration 3F: 3 clusters Score -1737110 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1737889.000000 Penalty: 4690.655273
	Iteration 4F: 3 clusters Score -1737889 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1738442.750000 Penalty: 4690.655273
	Iteration 5F: 3 clusters Score -1738443 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1738759.875000 Penalty: 4690.655273
	Iteration 6Q: 3 clusters Score -1738760 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1739022.000000 Penalty: 4690.655273
	Iteration 7Q: 3 clusters Score -1739022 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1739226.000000 Penalty: 4690.655273
	Iteration 8Q: 3 clusters Score -1739226 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1739365.125000 Penalty: 4690.655273
	Iteration 9Q: 3 clusters Score -1739365 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1739461.625000 Penalty: 4690.655273
	Iteration 10Q: 3 clusters Score -1739462 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1739529.000000 Penalty: 4690.655273
	Iteration 11Q: 3 clusters Score -1739529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1739583.000000 Penalty: 4690.655273
	Iteration 12Q: 3 clusters Score -1739583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1739650.750000 Penalty: 4690.655273
	Iteration 13Q: 3 clusters Score -1739651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1739713.125000 Penalty: 4690.655273
	Iteration 14Q: 3 clusters Score -1739713 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1739765.125000 Penalty: 4690.655273
	Iteration 15Q: 3 clusters Score -1739765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1739811.375000 Penalty: 4690.655273
	Iteration 16Q: 3 clusters Score -1739811 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1739850.500000 Penalty: 4690.655273
	Iteration 17Q: 3 clusters Score -1739850 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1739895.875000 Penalty: 4690.655273
	Iteration 18Q: 3 clusters Score -1739896 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1739941.375000 Penalty: 4690.655273
	Iteration 19Q: 3 clusters Score -1739941 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1739988.375000 Penalty: 4690.655273
	Iteration 20F: 3 clusters Score -1739988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1740028.125000 Penalty: 4690.655273
	Iteration 21Q: 3 clusters Score -1740028 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1740069.125000 Penalty: 4690.655273
	Iteration 22Q: 3 clusters Score -1740069 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1740107.250000 Penalty: 4690.655273
	Iteration 23Q: 3 clusters Score -1740107 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1740148.625000 Penalty: 4690.655273
	Iteration 24Q: 3 clusters Score -1740149 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1740179.875000 Penalty: 4690.655273
	Iteration 25Q: 3 clusters Score -1740180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1740228.625000 Penalty: 4690.655273
	Iteration 26Q: 3 clusters Score -1740229 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1740280.125000 Penalty: 4690.655273
	Iteration 27Q: 3 clusters Score -1740280 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1740333.875000 Penalty: 4690.655273
	Iteration 28Q: 3 clusters Score -1740334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1740394.750000 Penalty: 4690.655273
	Iteration 29Q: 3 clusters Score -1740395 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1740445.750000 Penalty: 4690.655273
	Iteration 30Q: 3 clusters Score -1740446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1740477.625000 Penalty: 4690.655273
	Iteration 31Q: 3 clusters Score -1740478 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1740528.125000 Penalty: 4690.655273
	Iteration 32Q: 3 clusters Score -1740528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1740575.500000 Penalty: 4690.655273
	Iteration 33Q: 3 clusters Score -1740576 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1740627.500000 Penalty: 4690.655273
	Iteration 34Q: 3 clusters Score -1740628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1740666.250000 Penalty: 4690.655273
	Iteration 35Q: 3 clusters Score -1740666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1740710.750000 Penalty: 4690.655273
	Iteration 36Q: 3 clusters Score -1740711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1740743.000000 Penalty: 4690.655273
	Iteration 37Q: 3 clusters Score -1740743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1740766.875000 Penalty: 4690.655273
	Iteration 38Q: 3 clusters Score -1740767 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1740801.750000 Penalty: 4690.655273
	Iteration 39Q: 3 clusters Score -1740802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1740837.500000 Penalty: 4690.655273
	Iteration 40F: 3 clusters Score -1740838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1740881.250000 Penalty: 4690.655273
	Iteration 41Q: 3 clusters Score -1740881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1740919.750000 Penalty: 4690.655273
	Iteration 42Q: 3 clusters Score -1740920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1740956.250000 Penalty: 4690.655273
	Iteration 43Q: 3 clusters Score -1740956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1740985.125000 Penalty: 4690.655273
	Iteration 44Q: 3 clusters Score -1740985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1741000.250000 Penalty: 4690.655273
	Iteration 45Q: 3 clusters Score -1741000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1741020.625000 Penalty: 4690.655273
	Iteration 46Q: 3 clusters Score -1741021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1741036.375000 Penalty: 4690.655273
	Iteration 47Q: 3 clusters Score -1741036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1741043.875000 Penalty: 4690.655273
	Iteration 48Q: 3 clusters Score -1741044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1741049.750000 Penalty: 4690.655273
	Iteration 49Q: 3 clusters Score -1741050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1741049.000000 Penalty: 4690.655273
	Iteration 50Q: 3 clusters Score -1741049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1741053.250000 Penalty: 4690.655273
	Iteration 51Q: 3 clusters Score -1741053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1741056.625000 Penalty: 4690.655273
	Iteration 52Q: 3 clusters Score -1741057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1741059.125000 Penalty: 4690.655273
	Iteration 53Q: 3 clusters Score -1741059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1741058.750000 Penalty: 4690.655273
	Iteration 54Q: 3 clusters Score -1741059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1741059.875000 Penalty: 4690.655273
	Iteration 55Q: 3 clusters Score -1741060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1741062.875000 Penalty: 4690.655273
	Iteration 56Q: 3 clusters Score -1741063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1741061.750000 Penalty: 4690.655273
	Iteration 57Q: 3 clusters Score -1741062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1741061.750000 Penalty: 4690.655273
	Iteration 58F: 3 clusters Score -1741062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 11719 members 
Entering Unmasked Estep 
Score: -151894880.000000 Penalty: 212414.656250
Splitting cluster 4 changes total score from -151896096.000000 to -151894880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -74148.687500 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -74148.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72745.718750 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -72745.72 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73111.164062 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -73111.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73360.945312 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -73360.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73471.710938 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -73471.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73602.968750 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -73602.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73739.070312 Penalty: 3140.425049
	Iteration 5F: 3 clusters Score -73739.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -73825.460938 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -73825.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73867.398438 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -73867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73879.054688 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -73879.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73879.054688 Penalty: 3140.425049
	Iteration 9F: 3 clusters Score -73879.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Entering Unmasked Estep 
Score: -12469996.000000 Penalty: 2794.583252
	Iteration 0F: 2 clusters Score -1.247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -12419914.000000 Penalty: 5589.166504
	Iteration 0F: 3 clusters Score -1.241991e+07 nChanged 36741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -12440891.000000 Penalty: 5589.166504
	Iteration 1F: 3 clusters Score -1.244089e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -12441812.000000 Penalty: 5589.166504
	Iteration 2Q: 3 clusters Score -1.244181e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -12442771.000000 Penalty: 5589.166504
	Iteration 3Q: 3 clusters Score -1.244277e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -12444006.000000 Penalty: 5589.166504
	Iteration 4Q: 3 clusters Score -1.244401e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -12445446.000000 Penalty: 5589.166504
	Iteration 5Q: 3 clusters Score -1.244545e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -12447239.000000 Penalty: 5589.166504
	Iteration 6F: 3 clusters Score -1.244724e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -12449237.000000 Penalty: 5589.166504
	Iteration 7F: 3 clusters Score -1.244924e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -12451065.000000 Penalty: 5589.166504
	Iteration 8F: 3 clusters Score -1.245106e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -12452419.000000 Penalty: 5589.166504
	Iteration 9Q: 3 clusters Score -1.245242e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -12453592.000000 Penalty: 5589.166504
	Iteration 10Q: 3 clusters Score -1.245359e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -12454739.000000 Penalty: 5589.166504
	Iteration 11Q: 3 clusters Score -1.245474e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -12456046.000000 Penalty: 5589.166504
	Iteration 12Q: 3 clusters Score -1.245605e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -12457674.000000 Penalty: 5589.166504
	Iteration 13Q: 3 clusters Score -1.245767e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -12459571.000000 Penalty: 5589.166504
	Iteration 14Q: 3 clusters Score -1.245957e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -12461730.000000 Penalty: 5589.166504
	Iteration 15Q: 3 clusters Score -1.246173e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -12463190.000000 Penalty: 5589.166504
	Iteration 16Q: 3 clusters Score -1.246319e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -12464089.000000 Penalty: 5589.166504
	Iteration 17Q: 3 clusters Score -1.246409e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -12464578.000000 Penalty: 5589.166504
	Iteration 18Q: 3 clusters Score -1.246458e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -12464977.000000 Penalty: 5589.166504
	Iteration 19Q: 3 clusters Score -1.246498e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -12465420.000000 Penalty: 5589.166504
	Iteration 20F: 3 clusters Score -1.246542e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -12465706.000000 Penalty: 5589.166504
	Iteration 21Q: 3 clusters Score -1.246571e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -12465990.000000 Penalty: 5589.166504
	Iteration 22Q: 3 clusters Score -1.246599e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -12466295.000000 Penalty: 5589.166504
	Iteration 23Q: 3 clusters Score -1.24663e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -12466524.000000 Penalty: 5589.166504
	Iteration 24Q: 3 clusters Score -1.246652e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -12466684.000000 Penalty: 5589.166504
	Iteration 25Q: 3 clusters Score -1.246668e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -12466864.000000 Penalty: 5589.166504
	Iteration 26Q: 3 clusters Score -1.246686e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -12466983.000000 Penalty: 5589.166504
	Iteration 27Q: 3 clusters Score -1.246698e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -12467167.000000 Penalty: 5589.166504
	Iteration 28Q: 3 clusters Score -1.246717e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -12467303.000000 Penalty: 5589.166504
	Iteration 29Q: 3 clusters Score -1.24673e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -12467350.000000 Penalty: 5589.166504
	Iteration 30Q: 3 clusters Score -1.246735e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -12467449.000000 Penalty: 5589.166504
	Iteration 31Q: 3 clusters Score -1.246745e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 71971 members 
Entering Unmasked Estep 
Score: -12467476.000000 Penalty: 5589.166504
	Iteration 32Q: 3 clusters Score -1.246748e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -12467499.000000 Penalty: 5589.166504
	Iteration 33Q: 3 clusters Score -1.24675e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -12467541.000000 Penalty: 5589.166504
	Iteration 34Q: 3 clusters Score -1.246754e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -12467602.000000 Penalty: 5589.166504
	Iteration 35Q: 3 clusters Score -1.24676e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -12467630.000000 Penalty: 5589.166504
	Iteration 36Q: 3 clusters Score -1.246763e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -12467715.000000 Penalty: 5589.166504
	Iteration 37Q: 3 clusters Score -1.246772e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -12467742.000000 Penalty: 5589.166504
	Iteration 38Q: 3 clusters Score -1.246774e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -12467767.000000 Penalty: 5589.166504
	Iteration 39Q: 3 clusters Score -1.246777e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -12467814.000000 Penalty: 5589.166504
	Iteration 40F: 3 clusters Score -1.246781e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -12467882.000000 Penalty: 5589.166504
	Iteration 41Q: 3 clusters Score -1.246788e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -12467925.000000 Penalty: 5589.166504
	Iteration 42Q: 3 clusters Score -1.246792e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -12467951.000000 Penalty: 5589.166504
	Iteration 43Q: 3 clusters Score -1.246795e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -12467970.000000 Penalty: 5589.166504
	Iteration 44Q: 3 clusters Score -1.246797e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -12467996.000000 Penalty: 5589.166504
	Iteration 45Q: 3 clusters Score -1.2468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -12468004.000000 Penalty: 5589.166504
	Iteration 46Q: 3 clusters Score -1.2468e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -12467986.000000 Penalty: 5589.166504
	Iteration 47Q: 3 clusters Score -1.246799e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -12468017.000000 Penalty: 5589.166504
	Iteration 48Q: 3 clusters Score -1.246802e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -12468051.000000 Penalty: 5589.166504
	Iteration 49Q: 3 clusters Score -1.246805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -12468051.000000 Penalty: 5589.166504
	Iteration 50Q: 3 clusters Score -1.246805e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -12468052.000000 Penalty: 5589.166504
	Iteration 51Q: 3 clusters Score -1.246805e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -12468051.000000 Penalty: 5589.166504
	Iteration 52Q: 3 clusters Score -1.246805e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -12468057.000000 Penalty: 5589.166504
	Iteration 53Q: 3 clusters Score -1.246806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -12468064.000000 Penalty: 5589.166504
	Iteration 54Q: 3 clusters Score -1.246806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -12468052.000000 Penalty: 5589.166504
	Iteration 55Q: 3 clusters Score -1.246805e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -12468045.000000 Penalty: 5589.166504
	Iteration 56Q: 3 clusters Score -1.246804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 75129 members 
Entering Unmasked Estep 
Score: -12468068.000000 Penalty: 5589.166504
	Iteration 57Q: 3 clusters Score -1.246807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -12468064.000000 Penalty: 5589.166504
	Iteration 58Q: 3 clusters Score -1.246806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -12468049.000000 Penalty: 5589.166504
	Iteration 59Q: 3 clusters Score -1.246805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -12468042.000000 Penalty: 5589.166504
	Iteration 60F: 3 clusters Score -1.246804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -12468051.000000 Penalty: 5589.166504
	Iteration 61Q: 3 clusters Score -1.246805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -12468051.000000 Penalty: 5589.166504
	Iteration 62Q: 3 clusters Score -1.246805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -12468028.000000 Penalty: 5589.166504
	Iteration 63Q: 3 clusters Score -1.246803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -12468022.000000 Penalty: 5589.166504
	Iteration 64Q: 3 clusters Score -1.246802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -12468023.000000 Penalty: 5589.166504
	Iteration 65Q: 3 clusters Score -1.246802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -12468046.000000 Penalty: 5589.166504
	Iteration 66Q: 3 clusters Score -1.246805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -12468030.000000 Penalty: 5589.166504
	Iteration 67Q: 3 clusters Score -1.246803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -12468036.000000 Penalty: 5589.166504
	Iteration 68Q: 3 clusters Score -1.246804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -12468037.000000 Penalty: 5589.166504
	Iteration 69Q: 3 clusters Score -1.246804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -12468045.000000 Penalty: 5589.166504
	Iteration 70Q: 3 clusters Score -1.246804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -12468035.000000 Penalty: 5589.166504
	Iteration 71Q: 3 clusters Score -1.246804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -12468043.000000 Penalty: 5589.166504
	Iteration 72Q: 3 clusters Score -1.246804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -12468030.000000 Penalty: 5589.166504
	Iteration 73Q: 3 clusters Score -1.246803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -12468041.000000 Penalty: 5589.166504
	Iteration 74Q: 3 clusters Score -1.246804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -12468036.000000 Penalty: 5589.166504
	Iteration 75Q: 3 clusters Score -1.246804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -12468026.000000 Penalty: 5589.166504
	Iteration 76Q: 3 clusters Score -1.246803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -12468030.000000 Penalty: 5589.166504
	Iteration 77Q: 3 clusters Score -1.246803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -12468026.000000 Penalty: 5589.166504
	Iteration 78Q: 3 clusters Score -1.246803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -12468026.000000 Penalty: 5589.166504
	Iteration 79Q: 3 clusters Score -1.246803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -12468033.000000 Penalty: 5589.166504
	Iteration 80F: 3 clusters Score -1.246803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -12468027.000000 Penalty: 5589.166504
	Iteration 81Q: 3 clusters Score -1.246803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -12468027.000000 Penalty: 5589.166504
	Iteration 82F: 3 clusters Score -1.246803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Entering Unmasked Estep 
Score: -13049818.000000 Penalty: 2805.247559
	Iteration 0F: 2 clusters Score -1.304982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -12997885.000000 Penalty: 5610.495117
	Iteration 0F: 3 clusters Score -1.299788e+07 nChanged 38564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -13019613.000000 Penalty: 5610.495117
	Iteration 1F: 3 clusters Score -1.301961e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -13020237.000000 Penalty: 5610.495117
	Iteration 2Q: 3 clusters Score -1.302024e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -13020979.000000 Penalty: 5610.495117
	Iteration 3Q: 3 clusters Score -1.302098e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13022079.000000 Penalty: 5610.495117
	Iteration 4Q: 3 clusters Score -1.302208e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -13023813.000000 Penalty: 5610.495117
	Iteration 5Q: 3 clusters Score -1.302381e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -13026911.000000 Penalty: 5610.495117
	Iteration 6F: 3 clusters Score -1.302691e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -13031403.000000 Penalty: 5610.495117
	Iteration 7F: 3 clusters Score -1.30314e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -13037029.000000 Penalty: 5610.495117
	Iteration 8F: 3 clusters Score -1.303703e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -13042116.000000 Penalty: 5610.495117
	Iteration 9F: 3 clusters Score -1.304212e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -13045199.000000 Penalty: 5610.495117
	Iteration 10Q: 3 clusters Score -1.30452e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13046422.000000 Penalty: 5610.495117
	Iteration 11Q: 3 clusters Score -1.304642e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13046927.000000 Penalty: 5610.495117
	Iteration 12Q: 3 clusters Score -1.304693e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -13047129.000000 Penalty: 5610.495117
	Iteration 13Q: 3 clusters Score -1.304713e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13047232.000000 Penalty: 5610.495117
	Iteration 14Q: 3 clusters Score -1.304723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13047306.000000 Penalty: 5610.495117
	Iteration 15Q: 3 clusters Score -1.304731e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13047331.000000 Penalty: 5610.495117
	Iteration 16Q: 3 clusters Score -1.304733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13047324.000000 Penalty: 5610.495117
	Iteration 17Q: 3 clusters Score -1.304732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13047347.000000 Penalty: 5610.495117
	Iteration 18Q: 3 clusters Score -1.304735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13047350.000000 Penalty: 5610.495117
	Iteration 19Q: 3 clusters Score -1.304735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13047369.000000 Penalty: 5610.495117
	Iteration 20F: 3 clusters Score -1.304737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13047374.000000 Penalty: 5610.495117
	Iteration 21Q: 3 clusters Score -1.304737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13047382.000000 Penalty: 5610.495117
	Iteration 22Q: 3 clusters Score -1.304738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -13047389.000000 Penalty: 5610.495117
	Iteration 23Q: 3 clusters Score -1.304739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13047396.000000 Penalty: 5610.495117
	Iteration 24Q: 3 clusters Score -1.30474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13047411.000000 Penalty: 5610.495117
	Iteration 25Q: 3 clusters Score -1.304741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13047411.000000 Penalty: 5610.495117
	Iteration 26Q: 3 clusters Score -1.304741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13047411.000000 Penalty: 5610.495117
	Iteration 27F: 3 clusters Score -1.304741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -220261.250000 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -220261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -218013.546875 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -218013.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -218397.078125 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -218397.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218539.609375 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -218539.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -218658.203125 Penalty: 3612.930908
	Iteration 3F: 3 clusters Score -218658.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -218732.828125 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -218732.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -218759.734375 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -218759.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -218777.671875 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -218777.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -218798.359375 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -218798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -218810.796875 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -218810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -218828.578125 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -218828.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -218856.734375 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -218856.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -218886.375000 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -218886.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -218935.031250 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -218935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -218998.015625 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -218998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -219082.781250 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -219082.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -219188.359375 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -219188.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -219348.703125 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -219348.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -219627.546875 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -219627.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -219985.093750 Penalty: 3612.930908
	Iteration 18F: 3 clusters Score -219985.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220174.125000 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -220174.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220334.906250 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -220334.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -220381.203125 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -220381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220387.890625 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -220387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220387.890625 Penalty: 3612.930908
	Iteration 23F: 3 clusters Score -220387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 848 members 
Entering Unmasked Estep 
Score: -151894576.000000 Penalty: 212414.656250
Splitting cluster 8 changes total score from -151896096.000000 to -151894576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Entering Unmasked Estep 
Score: -7445365.000000 Penalty: 2668.823730
	Iteration 0F: 2 clusters Score -7445365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -7413683.500000 Penalty: 5337.647461
	Iteration 0F: 3 clusters Score -7413684 nChanged 21751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -7425472.500000 Penalty: 5337.647461
	Iteration 1F: 3 clusters Score -7425472 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -7425966.000000 Penalty: 5337.647461
	Iteration 2Q: 3 clusters Score -7425966 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7426445.500000 Penalty: 5337.647461
	Iteration 3Q: 3 clusters Score -7426446 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -7426968.000000 Penalty: 5337.647461
	Iteration 4Q: 3 clusters Score -7426968 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -7427582.500000 Penalty: 5337.647461
	Iteration 5Q: 3 clusters Score -7427582 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7428354.000000 Penalty: 5337.647461
	Iteration 6Q: 3 clusters Score -7428354 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -7429422.000000 Penalty: 5337.647461
	Iteration 7Q: 3 clusters Score -7429422 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7431061.000000 Penalty: 5337.647461
	Iteration 8F: 3 clusters Score -7431061 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -7433467.500000 Penalty: 5337.647461
	Iteration 9F: 3 clusters Score -7433468 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7436254.000000 Penalty: 5337.647461
	Iteration 10F: 3 clusters Score -7436254 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -7438933.000000 Penalty: 5337.647461
	Iteration 11F: 3 clusters Score -7438933 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -7440893.500000 Penalty: 5337.647461
	Iteration 12Q: 3 clusters Score -7440894 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -7442003.000000 Penalty: 5337.647461
	Iteration 13Q: 3 clusters Score -7442003 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -7442541.000000 Penalty: 5337.647461
	Iteration 14Q: 3 clusters Score -7442541 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -7442822.500000 Penalty: 5337.647461
	Iteration 15Q: 3 clusters Score -7442822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -7442981.500000 Penalty: 5337.647461
	Iteration 16Q: 3 clusters Score -7442982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -7443081.500000 Penalty: 5337.647461
	Iteration 17Q: 3 clusters Score -7443082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -7443148.500000 Penalty: 5337.647461
	Iteration 18Q: 3 clusters Score -7443148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -7443189.500000 Penalty: 5337.647461
	Iteration 19Q: 3 clusters Score -7443190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -7443206.500000 Penalty: 5337.647461
	Iteration 20F: 3 clusters Score -7443206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -7443221.000000 Penalty: 5337.647461
	Iteration 21Q: 3 clusters Score -7443221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -7443234.500000 Penalty: 5337.647461
	Iteration 22Q: 3 clusters Score -7443234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -7443234.500000 Penalty: 5337.647461
	Iteration 23Q: 3 clusters Score -7443234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -7443240.500000 Penalty: 5337.647461
	Iteration 24Q: 3 clusters Score -7443240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -7443243.500000 Penalty: 5337.647461
	Iteration 25Q: 3 clusters Score -7443244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -7443245.500000 Penalty: 5337.647461
	Iteration 26Q: 3 clusters Score -7443246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -7443241.500000 Penalty: 5337.647461
	Iteration 27Q: 3 clusters Score -7443242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -7443241.500000 Penalty: 5337.647461
	Iteration 28F: 3 clusters Score -7443242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -917200.187500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -917200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -911979.187500 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -911979.2 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -913370.437500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -913370.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -913622.750000 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -913622.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -913801.187500 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -913801.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -913917.500000 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -913917.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -914016.937500 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -914016.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -914100.687500 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -914100.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -914176.562500 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -914176.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -914255.562500 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -914255.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -914342.187500 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -914342.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -914441.125000 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -914441.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -914550.000000 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -914550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -914646.687500 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -914646.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -914721.625000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -914721.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -914780.875000 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -914780.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -914838.687500 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -914838.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -914876.687500 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -914876.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -914905.500000 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -914905.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -914938.375000 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -914938.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -914968.187500 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -914968.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -914994.250000 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -914994.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -915021.500000 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -915021.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -915044.375000 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -915044.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -915062.562500 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -915062.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -915079.312500 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -915079.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -915094.062500 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -915094.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -915106.812500 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -915106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -915121.750000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -915121.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -915136.750000 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -915136.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -915156.687500 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -915156.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -915178.937500 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -915178.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -915199.000000 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -915199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -915218.750000 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -915218.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -915239.687500 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -915239.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -915256.500000 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -915256.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -915270.875000 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -915270.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -915283.750000 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -915283.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -915298.187500 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -915298.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -915314.250000 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -915314.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -915329.812500 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -915329.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -915346.812500 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -915346.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -915363.375000 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -915363.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -915380.687500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -915380.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -915395.000000 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -915395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -915405.562500 Penalty: 4321.610352
	Iteration 44Q: 3 clusters Score -915405.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -915414.062500 Penalty: 4321.610352
	Iteration 45Q: 3 clusters Score -915414.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -915423.500000 Penalty: 4321.610352
	Iteration 46Q: 3 clusters Score -915423.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -915432.750000 Penalty: 4321.610352
	Iteration 47Q: 3 clusters Score -915432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -915446.187500 Penalty: 4321.610352
	Iteration 48Q: 3 clusters Score -915446.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -915458.250000 Penalty: 4321.610352
	Iteration 49Q: 3 clusters Score -915458.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -915467.062500 Penalty: 4321.610352
	Iteration 50Q: 3 clusters Score -915467.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -915476.875000 Penalty: 4321.610352
	Iteration 51Q: 3 clusters Score -915476.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -915484.062500 Penalty: 4321.610352
	Iteration 52Q: 3 clusters Score -915484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -915494.687500 Penalty: 4321.610352
	Iteration 53Q: 3 clusters Score -915494.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -915502.687500 Penalty: 4321.610352
	Iteration 54Q: 3 clusters Score -915502.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -915513.375000 Penalty: 4321.610352
	Iteration 55Q: 3 clusters Score -915513.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -915525.875000 Penalty: 4321.610352
	Iteration 56Q: 3 clusters Score -915525.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -915540.500000 Penalty: 4321.610352
	Iteration 57Q: 3 clusters Score -915540.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -915556.250000 Penalty: 4321.610352
	Iteration 58Q: 3 clusters Score -915556.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -915567.250000 Penalty: 4321.610352
	Iteration 59Q: 3 clusters Score -915567.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -915578.125000 Penalty: 4321.610352
	Iteration 60F: 3 clusters Score -915578.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -915588.250000 Penalty: 4321.610352
	Iteration 61Q: 3 clusters Score -915588.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -915601.250000 Penalty: 4321.610352
	Iteration 62Q: 3 clusters Score -915601.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -915607.000000 Penalty: 4321.610352
	Iteration 63Q: 3 clusters Score -915607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -915610.500000 Penalty: 4321.610352
	Iteration 64Q: 3 clusters Score -915610.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -915620.062500 Penalty: 4321.610352
	Iteration 65Q: 3 clusters Score -915620.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -915633.187500 Penalty: 4321.610352
	Iteration 66Q: 3 clusters Score -915633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -915637.812500 Penalty: 4321.610352
	Iteration 67Q: 3 clusters Score -915637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -915640.625000 Penalty: 4321.610352
	Iteration 68Q: 3 clusters Score -915640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -915646.312500 Penalty: 4321.610352
	Iteration 69Q: 3 clusters Score -915646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -915648.937500 Penalty: 4321.610352
	Iteration 70Q: 3 clusters Score -915648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -915651.000000 Penalty: 4321.610352
	Iteration 71Q: 3 clusters Score -915651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -915653.375000 Penalty: 4321.610352
	Iteration 72Q: 3 clusters Score -915653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -915657.000000 Penalty: 4321.610352
	Iteration 73Q: 3 clusters Score -915657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -915658.562500 Penalty: 4321.610352
	Iteration 74Q: 3 clusters Score -915658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -915661.937500 Penalty: 4321.610352
	Iteration 75Q: 3 clusters Score -915661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -915665.250000 Penalty: 4321.610352
	Iteration 76Q: 3 clusters Score -915665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -915669.875000 Penalty: 4321.610352
	Iteration 77Q: 3 clusters Score -915669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -915670.812500 Penalty: 4321.610352
	Iteration 78Q: 3 clusters Score -915670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -915674.187500 Penalty: 4321.610352
	Iteration 79Q: 3 clusters Score -915674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -915676.125000 Penalty: 4321.610352
	Iteration 80F: 3 clusters Score -915676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -915679.562500 Penalty: 4321.610352
	Iteration 81Q: 3 clusters Score -915679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -915682.250000 Penalty: 4321.610352
	Iteration 82Q: 3 clusters Score -915682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -915682.937500 Penalty: 4321.610352
	Iteration 83Q: 3 clusters Score -915682.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -915687.500000 Penalty: 4321.610352
	Iteration 84Q: 3 clusters Score -915687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -915689.625000 Penalty: 4321.610352
	Iteration 85Q: 3 clusters Score -915689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -915692.500000 Penalty: 4321.610352
	Iteration 86Q: 3 clusters Score -915692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -915696.375000 Penalty: 4321.610352
	Iteration 87Q: 3 clusters Score -915696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -915703.937500 Penalty: 4321.610352
	Iteration 88Q: 3 clusters Score -915703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -915711.625000 Penalty: 4321.610352
	Iteration 89Q: 3 clusters Score -915711.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -915715.187500 Penalty: 4321.610352
	Iteration 90Q: 3 clusters Score -915715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -915719.500000 Penalty: 4321.610352
	Iteration 91Q: 3 clusters Score -915719.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -915727.500000 Penalty: 4321.610352
	Iteration 92Q: 3 clusters Score -915727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -915727.125000 Penalty: 4321.610352
	Iteration 93Q: 3 clusters Score -915727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -915733.562500 Penalty: 4321.610352
	Iteration 94Q: 3 clusters Score -915733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -915736.562500 Penalty: 4321.610352
	Iteration 95Q: 3 clusters Score -915736.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -915741.125000 Penalty: 4321.610352
	Iteration 96Q: 3 clusters Score -915741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -915744.375000 Penalty: 4321.610352
	Iteration 97Q: 3 clusters Score -915744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -915748.687500 Penalty: 4321.610352
	Iteration 98Q: 3 clusters Score -915748.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -915754.750000 Penalty: 4321.610352
	Iteration 99Q: 3 clusters Score -915754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -915758.125000 Penalty: 4321.610352
	Iteration 100F: 3 clusters Score -915758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -915761.500000 Penalty: 4321.610352
	Iteration 101Q: 3 clusters Score -915761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -915763.125000 Penalty: 4321.610352
	Iteration 102Q: 3 clusters Score -915763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -915764.375000 Penalty: 4321.610352
	Iteration 103Q: 3 clusters Score -915764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -915765.562500 Penalty: 4321.610352
	Iteration 104Q: 3 clusters Score -915765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -915768.562500 Penalty: 4321.610352
	Iteration 105Q: 3 clusters Score -915768.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -915770.375000 Penalty: 4321.610352
	Iteration 106Q: 3 clusters Score -915770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -915771.375000 Penalty: 4321.610352
	Iteration 107Q: 3 clusters Score -915771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -915772.625000 Penalty: 4321.610352
	Iteration 108Q: 3 clusters Score -915772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -915772.187500 Penalty: 4321.610352
	Iteration 109Q: 3 clusters Score -915772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -915771.812500 Penalty: 4321.610352
	Iteration 110Q: 3 clusters Score -915771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -915771.812500 Penalty: 4321.610352
	Iteration 111F: 3 clusters Score -915771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -30574.853516 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -30574.85 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 106 members 
Entering Unmasked Estep 
Score: -29566.937500 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -29566.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29651.611328 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -29651.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29688.054688 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -29688.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -29698.236328 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -29698.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -29698.236328 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -29698.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -571375.187500 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -571375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -567650.125000 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -567650.1 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -568478.250000 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -568478.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -568674.500000 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -568674.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -568796.125000 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -568796.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -568893.187500 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -568893.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -568964.375000 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -568964.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -569019.687500 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -569019.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -569061.187500 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -569061.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -569113.125000 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -569113.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -569160.375000 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -569160.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -569213.250000 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -569213.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -569261.437500 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -569261.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -569307.375000 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -569307.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -569344.500000 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -569344.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -569376.375000 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -569376.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -569406.437500 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -569406.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -569432.750000 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -569432.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -569458.062500 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -569458.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -569484.062500 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -569484.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -569501.250000 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -569501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -569506.062500 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -569506.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -569508.937500 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -569508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -569512.812500 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -569512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -569513.125000 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -569513.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -569516.500000 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -569516.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -569519.250000 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -569519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -569521.875000 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -569521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -569524.062500 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -569524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -569527.562500 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -569527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -569530.125000 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -569530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -569531.312500 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -569531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -569532.125000 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -569532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -569532.562500 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -569532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -569533.375000 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -569533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -569534.000000 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -569534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -569533.812500 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -569533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -569533.812500 Penalty: 4074.777344
	Iteration 36F: 3 clusters Score -569533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Entering Unmasked Estep 
Score: -7677980.000000 Penalty: 2685.482910
	Iteration 0F: 2 clusters Score -7677980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -7644111.000000 Penalty: 5370.965820
	Iteration 0F: 3 clusters Score -7644111 nChanged 23269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -7657258.500000 Penalty: 5370.965820
	Iteration 1F: 3 clusters Score -7657258 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -7658081.500000 Penalty: 5370.965820
	Iteration 2Q: 3 clusters Score -7658082 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -7658956.000000 Penalty: 5370.965820
	Iteration 3Q: 3 clusters Score -7658956 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -7659936.000000 Penalty: 5370.965820
	Iteration 4Q: 3 clusters Score -7659936 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -7661014.500000 Penalty: 5370.965820
	Iteration 5Q: 3 clusters Score -7661014 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -7662124.000000 Penalty: 5370.965820
	Iteration 6Q: 3 clusters Score -7662124 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -7663149.000000 Penalty: 5370.965820
	Iteration 7Q: 3 clusters Score -7663149 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7664066.000000 Penalty: 5370.965820
	Iteration 8Q: 3 clusters Score -7664066 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -7665164.500000 Penalty: 5370.965820
	Iteration 9Q: 3 clusters Score -7665164 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7666478.000000 Penalty: 5370.965820
	Iteration 10Q: 3 clusters Score -7666478 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -7667828.000000 Penalty: 5370.965820
	Iteration 11Q: 3 clusters Score -7667828 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -7669119.000000 Penalty: 5370.965820
	Iteration 12Q: 3 clusters Score -7669119 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7670135.500000 Penalty: 5370.965820
	Iteration 13Q: 3 clusters Score -7670136 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7670904.500000 Penalty: 5370.965820
	Iteration 14Q: 3 clusters Score -7670904 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -7671630.000000 Penalty: 5370.965820
	Iteration 15Q: 3 clusters Score -7671630 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -7672226.500000 Penalty: 5370.965820
	Iteration 16Q: 3 clusters Score -7672226 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -7672768.500000 Penalty: 5370.965820
	Iteration 17Q: 3 clusters Score -7672768 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -7673293.500000 Penalty: 5370.965820
	Iteration 18Q: 3 clusters Score -7673294 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -7673780.000000 Penalty: 5370.965820
	Iteration 19Q: 3 clusters Score -7673780 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -7674305.000000 Penalty: 5370.965820
	Iteration 20F: 3 clusters Score -7674305 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -7674721.500000 Penalty: 5370.965820
	Iteration 21Q: 3 clusters Score -7674722 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -7675118.000000 Penalty: 5370.965820
	Iteration 22Q: 3 clusters Score -7675118 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -7675365.500000 Penalty: 5370.965820
	Iteration 23Q: 3 clusters Score -7675366 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -7675615.000000 Penalty: 5370.965820
	Iteration 24Q: 3 clusters Score -7675615 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -7675764.000000 Penalty: 5370.965820
	Iteration 25Q: 3 clusters Score -7675764 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -7675876.000000 Penalty: 5370.965820
	Iteration 26Q: 3 clusters Score -7675876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -7675970.000000 Penalty: 5370.965820
	Iteration 27Q: 3 clusters Score -7675970 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -7676054.500000 Penalty: 5370.965820
	Iteration 28Q: 3 clusters Score -7676054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -7676100.000000 Penalty: 5370.965820
	Iteration 29Q: 3 clusters Score -7676100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -7676135.000000 Penalty: 5370.965820
	Iteration 30Q: 3 clusters Score -7676135 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -7676176.500000 Penalty: 5370.965820
	Iteration 31Q: 3 clusters Score -7676176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -7676208.000000 Penalty: 5370.965820
	Iteration 32Q: 3 clusters Score -7676208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -7676244.000000 Penalty: 5370.965820
	Iteration 33Q: 3 clusters Score -7676244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -7676244.500000 Penalty: 5370.965820
	Iteration 34Q: 3 clusters Score -7676244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -7676248.500000 Penalty: 5370.965820
	Iteration 35Q: 3 clusters Score -7676248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -7676266.500000 Penalty: 5370.965820
	Iteration 36Q: 3 clusters Score -7676266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -7676278.000000 Penalty: 5370.965820
	Iteration 37Q: 3 clusters Score -7676278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -7676303.000000 Penalty: 5370.965820
	Iteration 38Q: 3 clusters Score -7676303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -7676321.500000 Penalty: 5370.965820
	Iteration 39Q: 3 clusters Score -7676322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -7676319.000000 Penalty: 5370.965820
	Iteration 40F: 3 clusters Score -7676319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -7676311.000000 Penalty: 5370.965820
	Iteration 41Q: 3 clusters Score -7676311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -7676315.000000 Penalty: 5370.965820
	Iteration 42Q: 3 clusters Score -7676315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -7676322.500000 Penalty: 5370.965820
	Iteration 43Q: 3 clusters Score -7676322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -7676323.000000 Penalty: 5370.965820
	Iteration 44Q: 3 clusters Score -7676323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -7676321.000000 Penalty: 5370.965820
	Iteration 45Q: 3 clusters Score -7676321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -7676322.000000 Penalty: 5370.965820
	Iteration 46Q: 3 clusters Score -7676322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -7676324.000000 Penalty: 5370.965820
	Iteration 47Q: 3 clusters Score -7676324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -7676335.500000 Penalty: 5370.965820
	Iteration 48Q: 3 clusters Score -7676336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -7676345.000000 Penalty: 5370.965820
	Iteration 49Q: 3 clusters Score -7676345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -7676338.000000 Penalty: 5370.965820
	Iteration 50Q: 3 clusters Score -7676338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -7676343.000000 Penalty: 5370.965820
	Iteration 51Q: 3 clusters Score -7676343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -7676339.000000 Penalty: 5370.965820
	Iteration 52Q: 3 clusters Score -7676339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -7676340.000000 Penalty: 5370.965820
	Iteration 53Q: 3 clusters Score -7676340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -7676340.000000 Penalty: 5370.965820
	Iteration 54F: 3 clusters Score -7676340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Entering Unmasked Estep 
Score: -1393910.750000 Penalty: 2267.098389
	Iteration 0F: 2 clusters Score -1393911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1386729.625000 Penalty: 4534.196777
	Iteration 0F: 3 clusters Score -1386730 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1389076.250000 Penalty: 4534.196777
	Iteration 1F: 3 clusters Score -1389076 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1389779.250000 Penalty: 4534.196777
	Iteration 2F: 3 clusters Score -1389779 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1390696.875000 Penalty: 4534.196777
	Iteration 3F: 3 clusters Score -1390697 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1391657.125000 Penalty: 4534.196777
	Iteration 4F: 3 clusters Score -1391657 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1392433.125000 Penalty: 4534.196777
	Iteration 5F: 3 clusters Score -1392433 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1393014.500000 Penalty: 4534.196777
	Iteration 6F: 3 clusters Score -1393014 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1393417.625000 Penalty: 4534.196777
	Iteration 7Q: 3 clusters Score -1393418 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1393707.750000 Penalty: 4534.196777
	Iteration 8Q: 3 clusters Score -1393708 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1393889.125000 Penalty: 4534.196777
	Iteration 9Q: 3 clusters Score -1393889 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1394030.875000 Penalty: 4534.196777
	Iteration 10Q: 3 clusters Score -1394031 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1394125.500000 Penalty: 4534.196777
	Iteration 11Q: 3 clusters Score -1394126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1394184.125000 Penalty: 4534.196777
	Iteration 12Q: 3 clusters Score -1394184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1394225.125000 Penalty: 4534.196777
	Iteration 13Q: 3 clusters Score -1394225 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1394259.500000 Penalty: 4534.196777
	Iteration 14Q: 3 clusters Score -1394260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1394280.375000 Penalty: 4534.196777
	Iteration 15Q: 3 clusters Score -1394280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1394297.000000 Penalty: 4534.196777
	Iteration 16Q: 3 clusters Score -1394297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1394304.750000 Penalty: 4534.196777
	Iteration 17Q: 3 clusters Score -1394305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1394313.625000 Penalty: 4534.196777
	Iteration 18Q: 3 clusters Score -1394314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1394319.250000 Penalty: 4534.196777
	Iteration 19Q: 3 clusters Score -1394319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1394318.625000 Penalty: 4534.196777
	Iteration 20F: 3 clusters Score -1394319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1394321.250000 Penalty: 4534.196777
	Iteration 21Q: 3 clusters Score -1394321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1394323.125000 Penalty: 4534.196777
	Iteration 22Q: 3 clusters Score -1394323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1394324.000000 Penalty: 4534.196777
	Iteration 23Q: 3 clusters Score -1394324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1394326.875000 Penalty: 4534.196777
	Iteration 24Q: 3 clusters Score -1394327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1394327.250000 Penalty: 4534.196777
	Iteration 25Q: 3 clusters Score -1394327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1394327.750000 Penalty: 4534.196777
	Iteration 26Q: 3 clusters Score -1394328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1394330.375000 Penalty: 4534.196777
	Iteration 27Q: 3 clusters Score -1394330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1394328.625000 Penalty: 4534.196777
	Iteration 28Q: 3 clusters Score -1394329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1394327.625000 Penalty: 4534.196777
	Iteration 29Q: 3 clusters Score -1394328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1394327.625000 Penalty: 4534.196777
	Iteration 30F: 3 clusters Score -1394328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 3138 members 
Entering Unmasked Estep 
Score: -151895408.000000 Penalty: 212414.656250
Splitting cluster 14 changes total score from -151896096.000000 to -151895408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -1114038.875000 Penalty: 2205.844238
	Iteration 0F: 2 clusters Score -1114039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1108195.375000 Penalty: 4411.688477
	Iteration 0F: 3 clusters Score -1108195 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1110186.375000 Penalty: 4411.688477
	Iteration 1F: 3 clusters Score -1110186 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1111015.500000 Penalty: 4411.688477
	Iteration 2F: 3 clusters Score -1111016 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1111713.375000 Penalty: 4411.688477
	Iteration 3F: 3 clusters Score -1111713 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1112187.250000 Penalty: 4411.688477
	Iteration 4F: 3 clusters Score -1112187 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1112488.000000 Penalty: 4411.688477
	Iteration 5F: 3 clusters Score -1112488 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1112666.375000 Penalty: 4411.688477
	Iteration 6Q: 3 clusters Score -1112666 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1112755.250000 Penalty: 4411.688477
	Iteration 7Q: 3 clusters Score -1112755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1112796.875000 Penalty: 4411.688477
	Iteration 8Q: 3 clusters Score -1112797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1112835.000000 Penalty: 4411.688477
	Iteration 9Q: 3 clusters Score -1112835 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1112856.125000 Penalty: 4411.688477
	Iteration 10Q: 3 clusters Score -1112856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1112875.250000 Penalty: 4411.688477
	Iteration 11Q: 3 clusters Score -1112875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1112892.250000 Penalty: 4411.688477
	Iteration 12Q: 3 clusters Score -1112892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1112912.250000 Penalty: 4411.688477
	Iteration 13Q: 3 clusters Score -1112912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1112938.125000 Penalty: 4411.688477
	Iteration 14Q: 3 clusters Score -1112938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1112967.500000 Penalty: 4411.688477
	Iteration 15Q: 3 clusters Score -1112968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1113009.625000 Penalty: 4411.688477
	Iteration 16Q: 3 clusters Score -1113010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1113053.375000 Penalty: 4411.688477
	Iteration 17Q: 3 clusters Score -1113053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1113089.875000 Penalty: 4411.688477
	Iteration 18Q: 3 clusters Score -1113090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1113128.375000 Penalty: 4411.688477
	Iteration 19Q: 3 clusters Score -1113128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1113194.375000 Penalty: 4411.688477
	Iteration 20F: 3 clusters Score -1113194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1113290.625000 Penalty: 4411.688477
	Iteration 21Q: 3 clusters Score -1113291 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1113472.375000 Penalty: 4411.688477
	Iteration 22Q: 3 clusters Score -1113472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1113747.000000 Penalty: 4411.688477
	Iteration 23Q: 3 clusters Score -1113747 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1114009.125000 Penalty: 4411.688477
	Iteration 24Q: 3 clusters Score -1114009 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1114292.125000 Penalty: 4411.688477
	Iteration 25Q: 3 clusters Score -1114292 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1114502.875000 Penalty: 4411.688477
	Iteration 26Q: 3 clusters Score -1114503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1114659.000000 Penalty: 4411.688477
	Iteration 27Q: 3 clusters Score -1114659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1114727.625000 Penalty: 4411.688477
	Iteration 28Q: 3 clusters Score -1114728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1114743.250000 Penalty: 4411.688477
	Iteration 29Q: 3 clusters Score -1114743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1114755.000000 Penalty: 4411.688477
	Iteration 30Q: 3 clusters Score -1114755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1114760.375000 Penalty: 4411.688477
	Iteration 31Q: 3 clusters Score -1114760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1114762.125000 Penalty: 4411.688477
	Iteration 32Q: 3 clusters Score -1114762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1114764.625000 Penalty: 4411.688477
	Iteration 33Q: 3 clusters Score -1114765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1114765.750000 Penalty: 4411.688477
	Iteration 34Q: 3 clusters Score -1114766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1114765.750000 Penalty: 4411.688477
	Iteration 35F: 3 clusters Score -1114766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 3361 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 3931 members 
Entering Unmasked Estep 
Score: -151895680.000000 Penalty: 212414.656250
Splitting cluster 15 changes total score from -151896096.000000 to -151895680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (80727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Entering Unmasked Estep 
Score: -12772998.000000 Penalty: 2802.109375
	Iteration 0F: 2 clusters Score -1.2773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -12719697.000000 Penalty: 5604.218750
	Iteration 0F: 3 clusters Score -1.27197e+07 nChanged 37770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -12741133.000000 Penalty: 5604.218750
	Iteration 1F: 3 clusters Score -1.274113e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -12741846.000000 Penalty: 5604.218750
	Iteration 2Q: 3 clusters Score -1.274185e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -12742619.000000 Penalty: 5604.218750
	Iteration 3Q: 3 clusters Score -1.274262e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -12743521.000000 Penalty: 5604.218750
	Iteration 4Q: 3 clusters Score -1.274352e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -12744611.000000 Penalty: 5604.218750
	Iteration 5Q: 3 clusters Score -1.274461e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -12746080.000000 Penalty: 5604.218750
	Iteration 6Q: 3 clusters Score -1.274608e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -12748085.000000 Penalty: 5604.218750
	Iteration 7Q: 3 clusters Score -1.274808e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -12750760.000000 Penalty: 5604.218750
	Iteration 8F: 3 clusters Score -1.275076e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -12754207.000000 Penalty: 5604.218750
	Iteration 9F: 3 clusters Score -1.275421e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -12757825.000000 Penalty: 5604.218750
	Iteration 10F: 3 clusters Score -1.275782e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -12760950.000000 Penalty: 5604.218750
	Iteration 11F: 3 clusters Score -1.276095e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -12763459.000000 Penalty: 5604.218750
	Iteration 12Q: 3 clusters Score -1.276346e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -12765347.000000 Penalty: 5604.218750
	Iteration 13Q: 3 clusters Score -1.276535e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 73489 members 
Entering Unmasked Estep 
Score: -12766824.000000 Penalty: 5604.218750
	Iteration 14Q: 3 clusters Score -1.276682e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -12767843.000000 Penalty: 5604.218750
	Iteration 15Q: 3 clusters Score -1.276784e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -12768562.000000 Penalty: 5604.218750
	Iteration 16Q: 3 clusters Score -1.276856e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -12769079.000000 Penalty: 5604.218750
	Iteration 17Q: 3 clusters Score -1.276908e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -12769477.000000 Penalty: 5604.218750
	Iteration 18Q: 3 clusters Score -1.276948e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -12769810.000000 Penalty: 5604.218750
	Iteration 19Q: 3 clusters Score -1.276981e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -12770052.000000 Penalty: 5604.218750
	Iteration 20F: 3 clusters Score -1.277005e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -12770195.000000 Penalty: 5604.218750
	Iteration 21Q: 3 clusters Score -1.27702e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -12770309.000000 Penalty: 5604.218750
	Iteration 22Q: 3 clusters Score -1.277031e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -12770421.000000 Penalty: 5604.218750
	Iteration 23Q: 3 clusters Score -1.277042e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -12770480.000000 Penalty: 5604.218750
	Iteration 24Q: 3 clusters Score -1.277048e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -12770536.000000 Penalty: 5604.218750
	Iteration 25Q: 3 clusters Score -1.277054e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -12770584.000000 Penalty: 5604.218750
	Iteration 26Q: 3 clusters Score -1.277058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -12770589.000000 Penalty: 5604.218750
	Iteration 27Q: 3 clusters Score -1.277059e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -12770606.000000 Penalty: 5604.218750
	Iteration 28Q: 3 clusters Score -1.277061e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -12770626.000000 Penalty: 5604.218750
	Iteration 29Q: 3 clusters Score -1.277063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -12770654.000000 Penalty: 5604.218750
	Iteration 30Q: 3 clusters Score -1.277065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -12770662.000000 Penalty: 5604.218750
	Iteration 31Q: 3 clusters Score -1.277066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -12770681.000000 Penalty: 5604.218750
	Iteration 32Q: 3 clusters Score -1.277068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -12770689.000000 Penalty: 5604.218750
	Iteration 33Q: 3 clusters Score -1.277069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -12770707.000000 Penalty: 5604.218750
	Iteration 34Q: 3 clusters Score -1.277071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -12770704.000000 Penalty: 5604.218750
	Iteration 35Q: 3 clusters Score -1.27707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -12770717.000000 Penalty: 5604.218750
	Iteration 36Q: 3 clusters Score -1.277072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -12770713.000000 Penalty: 5604.218750
	Iteration 37Q: 3 clusters Score -1.277071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -12770716.000000 Penalty: 5604.218750
	Iteration 38Q: 3 clusters Score -1.277072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -12770717.000000 Penalty: 5604.218750
	Iteration 39Q: 3 clusters Score -1.277072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -12770720.000000 Penalty: 5604.218750
	Iteration 40F: 3 clusters Score -1.277072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Entering Unmasked Estep 
Score: -2300924.000000 Penalty: 2375.094727
	Iteration 0F: 2 clusters Score -2300924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2290420.250000 Penalty: 4750.189453
	Iteration 0F: 3 clusters Score -2290420 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2293761.250000 Penalty: 4750.189453
	Iteration 1F: 3 clusters Score -2293761 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2294257.250000 Penalty: 4750.189453
	Iteration 2F: 3 clusters Score -2294257 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2294803.500000 Penalty: 4750.189453
	Iteration 3F: 3 clusters Score -2294804 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2295358.250000 Penalty: 4750.189453
	Iteration 4F: 3 clusters Score -2295358 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2295855.500000 Penalty: 4750.189453
	Iteration 5F: 3 clusters Score -2295856 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2296270.750000 Penalty: 4750.189453
	Iteration 6Q: 3 clusters Score -2296271 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2296697.250000 Penalty: 4750.189453
	Iteration 7Q: 3 clusters Score -2296697 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2297108.250000 Penalty: 4750.189453
	Iteration 8Q: 3 clusters Score -2297108 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2297457.000000 Penalty: 4750.189453
	Iteration 9Q: 3 clusters Score -2297457 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2297741.750000 Penalty: 4750.189453
	Iteration 10Q: 3 clusters Score -2297742 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2297949.500000 Penalty: 4750.189453
	Iteration 11Q: 3 clusters Score -2297950 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2298120.000000 Penalty: 4750.189453
	Iteration 12Q: 3 clusters Score -2298120 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2298239.500000 Penalty: 4750.189453
	Iteration 13Q: 3 clusters Score -2298240 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2298329.500000 Penalty: 4750.189453
	Iteration 14Q: 3 clusters Score -2298330 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2298372.750000 Penalty: 4750.189453
	Iteration 15Q: 3 clusters Score -2298373 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2298414.750000 Penalty: 4750.189453
	Iteration 16Q: 3 clusters Score -2298415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2298442.250000 Penalty: 4750.189453
	Iteration 17Q: 3 clusters Score -2298442 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2298467.750000 Penalty: 4750.189453
	Iteration 18Q: 3 clusters Score -2298468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2298494.000000 Penalty: 4750.189453
	Iteration 19Q: 3 clusters Score -2298494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2298509.500000 Penalty: 4750.189453
	Iteration 20F: 3 clusters Score -2298510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2298535.250000 Penalty: 4750.189453
	Iteration 21Q: 3 clusters Score -2298535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2298559.000000 Penalty: 4750.189453
	Iteration 22Q: 3 clusters Score -2298559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2298572.750000 Penalty: 4750.189453
	Iteration 23Q: 3 clusters Score -2298573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2298599.500000 Penalty: 4750.189453
	Iteration 24Q: 3 clusters Score -2298600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2298626.750000 Penalty: 4750.189453
	Iteration 25Q: 3 clusters Score -2298627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2298646.500000 Penalty: 4750.189453
	Iteration 26Q: 3 clusters Score -2298646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2298665.250000 Penalty: 4750.189453
	Iteration 27Q: 3 clusters Score -2298665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2298679.000000 Penalty: 4750.189453
	Iteration 28Q: 3 clusters Score -2298679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2298689.250000 Penalty: 4750.189453
	Iteration 29Q: 3 clusters Score -2298689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2298695.250000 Penalty: 4750.189453
	Iteration 30Q: 3 clusters Score -2298695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2298713.750000 Penalty: 4750.189453
	Iteration 31Q: 3 clusters Score -2298714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2298730.500000 Penalty: 4750.189453
	Iteration 32Q: 3 clusters Score -2298730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2298735.750000 Penalty: 4750.189453
	Iteration 33Q: 3 clusters Score -2298736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2298744.750000 Penalty: 4750.189453
	Iteration 34Q: 3 clusters Score -2298745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2298748.750000 Penalty: 4750.189453
	Iteration 35Q: 3 clusters Score -2298749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2298762.500000 Penalty: 4750.189453
	Iteration 36Q: 3 clusters Score -2298762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2298764.000000 Penalty: 4750.189453
	Iteration 37Q: 3 clusters Score -2298764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2298762.500000 Penalty: 4750.189453
	Iteration 38Q: 3 clusters Score -2298762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2298758.750000 Penalty: 4750.189453
	Iteration 39Q: 3 clusters Score -2298759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2298764.250000 Penalty: 4750.189453
	Iteration 40F: 3 clusters Score -2298764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2298768.750000 Penalty: 4750.189453
	Iteration 41Q: 3 clusters Score -2298769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2298768.500000 Penalty: 4750.189453
	Iteration 42Q: 3 clusters Score -2298768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2298769.250000 Penalty: 4750.189453
	Iteration 43Q: 3 clusters Score -2298769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2298769.750000 Penalty: 4750.189453
	Iteration 44Q: 3 clusters Score -2298770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2298773.750000 Penalty: 4750.189453
	Iteration 45Q: 3 clusters Score -2298774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2298778.750000 Penalty: 4750.189453
	Iteration 46Q: 3 clusters Score -2298779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2298779.500000 Penalty: 4750.189453
	Iteration 47Q: 3 clusters Score -2298780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2298779.500000 Penalty: 4750.189453
	Iteration 48Q: 3 clusters Score -2298780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2298778.750000 Penalty: 4750.189453
	Iteration 49Q: 3 clusters Score -2298779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2298777.500000 Penalty: 4750.189453
	Iteration 50Q: 3 clusters Score -2298778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2298779.000000 Penalty: 4750.189453
	Iteration 51Q: 3 clusters Score -2298779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2298777.500000 Penalty: 4750.189453
	Iteration 52Q: 3 clusters Score -2298778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2298778.000000 Penalty: 4750.189453
	Iteration 53Q: 3 clusters Score -2298778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2298778.000000 Penalty: 4750.189453
	Iteration 54F: 3 clusters Score -2298778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -1468041.125000 Penalty: 2265.686523
	Iteration 0F: 2 clusters Score -1468041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1460913.500000 Penalty: 4531.373047
	Iteration 0F: 3 clusters Score -1460914 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1463166.125000 Penalty: 4531.373047
	Iteration 1F: 3 clusters Score -1463166 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1463765.625000 Penalty: 4531.373047
	Iteration 2F: 3 clusters Score -1463766 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1464510.000000 Penalty: 4531.373047
	Iteration 3F: 3 clusters Score -1464510 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1465317.125000 Penalty: 4531.373047
	Iteration 4F: 3 clusters Score -1465317 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1465945.125000 Penalty: 4531.373047
	Iteration 5F: 3 clusters Score -1465945 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1466334.750000 Penalty: 4531.373047
	Iteration 6F: 3 clusters Score -1466335 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1466566.625000 Penalty: 4531.373047
	Iteration 7Q: 3 clusters Score -1466567 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1466704.625000 Penalty: 4531.373047
	Iteration 8Q: 3 clusters Score -1466705 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1466803.750000 Penalty: 4531.373047
	Iteration 9Q: 3 clusters Score -1466804 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1466893.500000 Penalty: 4531.373047
	Iteration 10Q: 3 clusters Score -1466894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1467033.500000 Penalty: 4531.373047
	Iteration 11Q: 3 clusters Score -1467034 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1467207.250000 Penalty: 4531.373047
	Iteration 12Q: 3 clusters Score -1467207 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1467399.250000 Penalty: 4531.373047
	Iteration 13Q: 3 clusters Score -1467399 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1467633.625000 Penalty: 4531.373047
	Iteration 14Q: 3 clusters Score -1467634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1467787.000000 Penalty: 4531.373047
	Iteration 15Q: 3 clusters Score -1467787 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1467930.125000 Penalty: 4531.373047
	Iteration 16Q: 3 clusters Score -1467930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1468049.250000 Penalty: 4531.373047
	Iteration 17Q: 3 clusters Score -1468049 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1468146.125000 Penalty: 4531.373047
	Iteration 18Q: 3 clusters Score -1468146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1468212.375000 Penalty: 4531.373047
	Iteration 19Q: 3 clusters Score -1468212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1468236.875000 Penalty: 4531.373047
	Iteration 20F: 3 clusters Score -1468237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1468253.000000 Penalty: 4531.373047
	Iteration 21Q: 3 clusters Score -1468253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1468268.750000 Penalty: 4531.373047
	Iteration 22Q: 3 clusters Score -1468269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1468272.250000 Penalty: 4531.373047
	Iteration 23Q: 3 clusters Score -1468272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1468278.750000 Penalty: 4531.373047
	Iteration 24Q: 3 clusters Score -1468279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1468284.250000 Penalty: 4531.373047
	Iteration 25Q: 3 clusters Score -1468284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1468286.000000 Penalty: 4531.373047
	Iteration 26Q: 3 clusters Score -1468286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1468286.375000 Penalty: 4531.373047
	Iteration 27Q: 3 clusters Score -1468286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1468287.750000 Penalty: 4531.373047
	Iteration 28Q: 3 clusters Score -1468288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1468288.625000 Penalty: 4531.373047
	Iteration 29Q: 3 clusters Score -1468289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1468285.875000 Penalty: 4531.373047
	Iteration 30Q: 3 clusters Score -1468286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1468285.875000 Penalty: 4531.373047
	Iteration 31F: 3 clusters Score -1468286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 4156 members 
Entering Unmasked Estep 
Score: -151894400.000000 Penalty: 212414.656250
Splitting cluster 18 changes total score from -151896096.000000 to -151894400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Entering Unmasked Estep 
Score: -4419762.500000 Penalty: 2551.390625
	Iteration 0F: 2 clusters Score -4419762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4399655.500000 Penalty: 5102.781250
	Iteration 0F: 3 clusters Score -4399656 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4406841.500000 Penalty: 5102.781250
	Iteration 1F: 3 clusters Score -4406842 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4407380.000000 Penalty: 5102.781250
	Iteration 2Q: 3 clusters Score -4407380 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4407921.500000 Penalty: 5102.781250
	Iteration 3Q: 3 clusters Score -4407922 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4408485.500000 Penalty: 5102.781250
	Iteration 4Q: 3 clusters Score -4408486 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4409083.500000 Penalty: 5102.781250
	Iteration 5Q: 3 clusters Score -4409084 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4409756.000000 Penalty: 5102.781250
	Iteration 6Q: 3 clusters Score -4409756 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4410604.500000 Penalty: 5102.781250
	Iteration 7F: 3 clusters Score -4410604 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4411620.000000 Penalty: 5102.781250
	Iteration 8F: 3 clusters Score -4411620 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4412687.500000 Penalty: 5102.781250
	Iteration 9F: 3 clusters Score -4412688 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4413789.500000 Penalty: 5102.781250
	Iteration 10F: 3 clusters Score -4413790 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4414818.500000 Penalty: 5102.781250
	Iteration 11Q: 3 clusters Score -4414818 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4415624.000000 Penalty: 5102.781250
	Iteration 12Q: 3 clusters Score -4415624 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4416308.000000 Penalty: 5102.781250
	Iteration 13Q: 3 clusters Score -4416308 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -4416807.500000 Penalty: 5102.781250
	Iteration 14Q: 3 clusters Score -4416808 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4417152.000000 Penalty: 5102.781250
	Iteration 15Q: 3 clusters Score -4417152 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4417384.000000 Penalty: 5102.781250
	Iteration 16Q: 3 clusters Score -4417384 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4417549.500000 Penalty: 5102.781250
	Iteration 17Q: 3 clusters Score -4417550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -4417677.500000 Penalty: 5102.781250
	Iteration 18Q: 3 clusters Score -4417678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4417769.000000 Penalty: 5102.781250
	Iteration 19Q: 3 clusters Score -4417769 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4417834.000000 Penalty: 5102.781250
	Iteration 20F: 3 clusters Score -4417834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4417866.500000 Penalty: 5102.781250
	Iteration 21Q: 3 clusters Score -4417866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4417900.500000 Penalty: 5102.781250
	Iteration 22Q: 3 clusters Score -4417900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4417926.000000 Penalty: 5102.781250
	Iteration 23Q: 3 clusters Score -4417926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4417958.500000 Penalty: 5102.781250
	Iteration 24Q: 3 clusters Score -4417958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4417966.000000 Penalty: 5102.781250
	Iteration 25Q: 3 clusters Score -4417966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4417979.500000 Penalty: 5102.781250
	Iteration 26Q: 3 clusters Score -4417980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4417994.500000 Penalty: 5102.781250
	Iteration 27Q: 3 clusters Score -4417994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4417995.000000 Penalty: 5102.781250
	Iteration 28Q: 3 clusters Score -4417995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -4418007.000000 Penalty: 5102.781250
	Iteration 29Q: 3 clusters Score -4418007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4418016.000000 Penalty: 5102.781250
	Iteration 30Q: 3 clusters Score -4418016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -4418030.000000 Penalty: 5102.781250
	Iteration 31Q: 3 clusters Score -4418030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4418039.000000 Penalty: 5102.781250
	Iteration 32Q: 3 clusters Score -4418039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4418050.000000 Penalty: 5102.781250
	Iteration 33Q: 3 clusters Score -4418050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4418048.500000 Penalty: 5102.781250
	Iteration 34Q: 3 clusters Score -4418048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4418050.000000 Penalty: 5102.781250
	Iteration 35Q: 3 clusters Score -4418050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4418050.500000 Penalty: 5102.781250
	Iteration 36Q: 3 clusters Score -4418050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4418057.500000 Penalty: 5102.781250
	Iteration 37Q: 3 clusters Score -4418058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4418063.000000 Penalty: 5102.781250
	Iteration 38Q: 3 clusters Score -4418063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4418064.000000 Penalty: 5102.781250
	Iteration 39Q: 3 clusters Score -4418064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -4418070.000000 Penalty: 5102.781250
	Iteration 40F: 3 clusters Score -4418070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -4418069.500000 Penalty: 5102.781250
	Iteration 41Q: 3 clusters Score -4418070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4418071.500000 Penalty: 5102.781250
	Iteration 42Q: 3 clusters Score -4418072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4418076.000000 Penalty: 5102.781250
	Iteration 43Q: 3 clusters Score -4418076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4418074.000000 Penalty: 5102.781250
	Iteration 44Q: 3 clusters Score -4418074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -4418074.000000 Penalty: 5102.781250
	Iteration 45Q: 3 clusters Score -4418074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4418078.000000 Penalty: 5102.781250
	Iteration 46Q: 3 clusters Score -4418078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -4418082.000000 Penalty: 5102.781250
	Iteration 47Q: 3 clusters Score -4418082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4418083.000000 Penalty: 5102.781250
	Iteration 48Q: 3 clusters Score -4418083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4418083.000000 Penalty: 5102.781250
	Iteration 49Q: 3 clusters Score -4418083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -4418081.500000 Penalty: 5102.781250
	Iteration 50Q: 3 clusters Score -4418082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -4418081.500000 Penalty: 5102.781250
	Iteration 51F: 3 clusters Score -4418082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -55336.765625 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -55336.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54027.906250 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -54027.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54246.648438 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -54246.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54410.046875 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -54410.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54586.328125 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -54586.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54861.335938 Penalty: 2990.026123
	Iteration 4F: 3 clusters Score -54861.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55069.175781 Penalty: 2990.026123
	Iteration 5F: 3 clusters Score -55069.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55385.300781 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -55385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55580.382812 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -55580.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55615.324219 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -55615.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55619.148438 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -55619.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55623.582031 Penalty: 2990.026123
	Iteration 10F: 3 clusters Score -55623.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55697.179688 Penalty: 2990.026123
	Iteration 11Q: 3 clusters Score -55697.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55697.179688 Penalty: 2990.026123
	Iteration 12F: 3 clusters Score -55697.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 244 members 
Entering Unmasked Estep 
Score: -151894512.000000 Penalty: 212414.656250
Splitting cluster 20 changes total score from -151896096.000000 to -151894512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -1248464.750000 Penalty: 2234.312500
	Iteration 0F: 2 clusters Score -1248465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1241937.250000 Penalty: 4468.625000
	Iteration 0F: 3 clusters Score -1241937 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1243907.250000 Penalty: 4468.625000
	Iteration 1F: 3 clusters Score -1243907 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1244250.500000 Penalty: 4468.625000
	Iteration 2F: 3 clusters Score -1244250 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1244582.500000 Penalty: 4468.625000
	Iteration 3F: 3 clusters Score -1244582 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1245025.750000 Penalty: 4468.625000
	Iteration 4F: 3 clusters Score -1245026 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1245722.250000 Penalty: 4468.625000
	Iteration 5F: 3 clusters Score -1245722 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1246546.625000 Penalty: 4468.625000
	Iteration 6F: 3 clusters Score -1246547 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1247189.500000 Penalty: 4468.625000
	Iteration 7F: 3 clusters Score -1247190 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1247579.250000 Penalty: 4468.625000
	Iteration 8F: 3 clusters Score -1247579 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1247823.375000 Penalty: 4468.625000
	Iteration 9Q: 3 clusters Score -1247823 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1247946.750000 Penalty: 4468.625000
	Iteration 10Q: 3 clusters Score -1247947 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1248013.375000 Penalty: 4468.625000
	Iteration 11Q: 3 clusters Score -1248013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1248055.625000 Penalty: 4468.625000
	Iteration 12Q: 3 clusters Score -1248056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1248088.875000 Penalty: 4468.625000
	Iteration 13Q: 3 clusters Score -1248089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1248114.250000 Penalty: 4468.625000
	Iteration 14Q: 3 clusters Score -1248114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1248138.500000 Penalty: 4468.625000
	Iteration 15Q: 3 clusters Score -1248138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1248160.250000 Penalty: 4468.625000
	Iteration 16Q: 3 clusters Score -1248160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1248184.375000 Penalty: 4468.625000
	Iteration 17Q: 3 clusters Score -1248184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1248200.125000 Penalty: 4468.625000
	Iteration 18Q: 3 clusters Score -1248200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1248212.750000 Penalty: 4468.625000
	Iteration 19Q: 3 clusters Score -1248213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1248225.375000 Penalty: 4468.625000
	Iteration 20F: 3 clusters Score -1248225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1248232.750000 Penalty: 4468.625000
	Iteration 21Q: 3 clusters Score -1248233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1248238.375000 Penalty: 4468.625000
	Iteration 22Q: 3 clusters Score -1248238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1248246.375000 Penalty: 4468.625000
	Iteration 23Q: 3 clusters Score -1248246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1248247.750000 Penalty: 4468.625000
	Iteration 24Q: 3 clusters Score -1248248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1248250.500000 Penalty: 4468.625000
	Iteration 25Q: 3 clusters Score -1248250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1248254.125000 Penalty: 4468.625000
	Iteration 26Q: 3 clusters Score -1248254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1248260.250000 Penalty: 4468.625000
	Iteration 27Q: 3 clusters Score -1248260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1248261.375000 Penalty: 4468.625000
	Iteration 28Q: 3 clusters Score -1248261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1248263.250000 Penalty: 4468.625000
	Iteration 29Q: 3 clusters Score -1248263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1248261.375000 Penalty: 4468.625000
	Iteration 30Q: 3 clusters Score -1248261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1248270.250000 Penalty: 4468.625000
	Iteration 31Q: 3 clusters Score -1248270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1248273.375000 Penalty: 4468.625000
	Iteration 32Q: 3 clusters Score -1248273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1248275.250000 Penalty: 4468.625000
	Iteration 33Q: 3 clusters Score -1248275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1248273.375000 Penalty: 4468.625000
	Iteration 34Q: 3 clusters Score -1248273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1248273.375000 Penalty: 4468.625000
	Iteration 35Q: 3 clusters Score -1248273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1248272.375000 Penalty: 4468.625000
	Iteration 36Q: 3 clusters Score -1248272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1248275.250000 Penalty: 4468.625000
	Iteration 37Q: 3 clusters Score -1248275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1248274.875000 Penalty: 4468.625000
	Iteration 38Q: 3 clusters Score -1248275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1248274.750000 Penalty: 4468.625000
	Iteration 39Q: 3 clusters Score -1248275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1248276.875000 Penalty: 4468.625000
	Iteration 40F: 3 clusters Score -1248277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Entering Unmasked Estep 
Score: -2392537.750000 Penalty: 2408.236328
	Iteration 0F: 2 clusters Score -2392538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2380864.750000 Penalty: 4816.472656
	Iteration 0F: 3 clusters Score -2380865 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2385181.500000 Penalty: 4816.472656
	Iteration 1F: 3 clusters Score -2385182 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2385916.500000 Penalty: 4816.472656
	Iteration 2F: 3 clusters Score -2385916 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2386560.000000 Penalty: 4816.472656
	Iteration 3F: 3 clusters Score -2386560 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2387152.000000 Penalty: 4816.472656
	Iteration 4F: 3 clusters Score -2387152 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2387633.000000 Penalty: 4816.472656
	Iteration 5F: 3 clusters Score -2387633 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2388001.500000 Penalty: 4816.472656
	Iteration 6Q: 3 clusters Score -2388002 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2388324.500000 Penalty: 4816.472656
	Iteration 7Q: 3 clusters Score -2388324 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2388600.250000 Penalty: 4816.472656
	Iteration 8Q: 3 clusters Score -2388600 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2388879.750000 Penalty: 4816.472656
	Iteration 9Q: 3 clusters Score -2388880 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2389128.250000 Penalty: 4816.472656
	Iteration 10Q: 3 clusters Score -2389128 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2389330.000000 Penalty: 4816.472656
	Iteration 11Q: 3 clusters Score -2389330 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2389464.500000 Penalty: 4816.472656
	Iteration 12Q: 3 clusters Score -2389464 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2389557.250000 Penalty: 4816.472656
	Iteration 13Q: 3 clusters Score -2389557 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2389668.500000 Penalty: 4816.472656
	Iteration 14Q: 3 clusters Score -2389668 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2389726.500000 Penalty: 4816.472656
	Iteration 15Q: 3 clusters Score -2389726 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2389777.500000 Penalty: 4816.472656
	Iteration 16Q: 3 clusters Score -2389778 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2389830.750000 Penalty: 4816.472656
	Iteration 17Q: 3 clusters Score -2389831 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2389876.000000 Penalty: 4816.472656
	Iteration 18Q: 3 clusters Score -2389876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2389934.750000 Penalty: 4816.472656
	Iteration 19Q: 3 clusters Score -2389935 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2389994.750000 Penalty: 4816.472656
	Iteration 20F: 3 clusters Score -2389995 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2390075.250000 Penalty: 4816.472656
	Iteration 21Q: 3 clusters Score -2390075 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2390162.500000 Penalty: 4816.472656
	Iteration 22Q: 3 clusters Score -2390162 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2390251.750000 Penalty: 4816.472656
	Iteration 23Q: 3 clusters Score -2390252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2390337.750000 Penalty: 4816.472656
	Iteration 24Q: 3 clusters Score -2390338 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2390434.000000 Penalty: 4816.472656
	Iteration 25Q: 3 clusters Score -2390434 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2390549.500000 Penalty: 4816.472656
	Iteration 26Q: 3 clusters Score -2390550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2390634.250000 Penalty: 4816.472656
	Iteration 27Q: 3 clusters Score -2390634 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2390700.000000 Penalty: 4816.472656
	Iteration 28Q: 3 clusters Score -2390700 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2390756.000000 Penalty: 4816.472656
	Iteration 29Q: 3 clusters Score -2390756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2390807.250000 Penalty: 4816.472656
	Iteration 30Q: 3 clusters Score -2390807 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2390858.250000 Penalty: 4816.472656
	Iteration 31Q: 3 clusters Score -2390858 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2390899.750000 Penalty: 4816.472656
	Iteration 32Q: 3 clusters Score -2390900 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2390927.250000 Penalty: 4816.472656
	Iteration 33Q: 3 clusters Score -2390927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2390946.250000 Penalty: 4816.472656
	Iteration 34Q: 3 clusters Score -2390946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2390970.250000 Penalty: 4816.472656
	Iteration 35Q: 3 clusters Score -2390970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2390999.500000 Penalty: 4816.472656
	Iteration 36Q: 3 clusters Score -2391000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2391018.500000 Penalty: 4816.472656
	Iteration 37Q: 3 clusters Score -2391018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2391053.500000 Penalty: 4816.472656
	Iteration 38Q: 3 clusters Score -2391054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2391079.250000 Penalty: 4816.472656
	Iteration 39Q: 3 clusters Score -2391079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2391111.000000 Penalty: 4816.472656
	Iteration 40F: 3 clusters Score -2391111 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2391138.000000 Penalty: 4816.472656
	Iteration 41Q: 3 clusters Score -2391138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2391158.750000 Penalty: 4816.472656
	Iteration 42Q: 3 clusters Score -2391159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2391192.000000 Penalty: 4816.472656
	Iteration 43Q: 3 clusters Score -2391192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2391211.250000 Penalty: 4816.472656
	Iteration 44Q: 3 clusters Score -2391211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2391237.000000 Penalty: 4816.472656
	Iteration 45Q: 3 clusters Score -2391237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2391263.000000 Penalty: 4816.472656
	Iteration 46Q: 3 clusters Score -2391263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2391288.750000 Penalty: 4816.472656
	Iteration 47Q: 3 clusters Score -2391289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2391317.750000 Penalty: 4816.472656
	Iteration 48Q: 3 clusters Score -2391318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2391348.500000 Penalty: 4816.472656
	Iteration 49Q: 3 clusters Score -2391348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2391373.750000 Penalty: 4816.472656
	Iteration 50Q: 3 clusters Score -2391374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2391389.250000 Penalty: 4816.472656
	Iteration 51Q: 3 clusters Score -2391389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2391408.250000 Penalty: 4816.472656
	Iteration 52Q: 3 clusters Score -2391408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2391416.750000 Penalty: 4816.472656
	Iteration 53Q: 3 clusters Score -2391417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2391432.000000 Penalty: 4816.472656
	Iteration 54Q: 3 clusters Score -2391432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2391446.750000 Penalty: 4816.472656
	Iteration 55Q: 3 clusters Score -2391447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2391462.250000 Penalty: 4816.472656
	Iteration 56Q: 3 clusters Score -2391462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2391469.250000 Penalty: 4816.472656
	Iteration 57Q: 3 clusters Score -2391469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2391484.500000 Penalty: 4816.472656
	Iteration 58Q: 3 clusters Score -2391484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2391488.000000 Penalty: 4816.472656
	Iteration 59Q: 3 clusters Score -2391488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2391496.250000 Penalty: 4816.472656
	Iteration 60F: 3 clusters Score -2391496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2391505.000000 Penalty: 4816.472656
	Iteration 61Q: 3 clusters Score -2391505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2391518.500000 Penalty: 4816.472656
	Iteration 62Q: 3 clusters Score -2391518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2391530.500000 Penalty: 4816.472656
	Iteration 63Q: 3 clusters Score -2391530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2391545.000000 Penalty: 4816.472656
	Iteration 64Q: 3 clusters Score -2391545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2391553.500000 Penalty: 4816.472656
	Iteration 65Q: 3 clusters Score -2391554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2391578.000000 Penalty: 4816.472656
	Iteration 66Q: 3 clusters Score -2391578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2391592.750000 Penalty: 4816.472656
	Iteration 67Q: 3 clusters Score -2391593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2391608.750000 Penalty: 4816.472656
	Iteration 68Q: 3 clusters Score -2391609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2391616.250000 Penalty: 4816.472656
	Iteration 69Q: 3 clusters Score -2391616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2391623.250000 Penalty: 4816.472656
	Iteration 70Q: 3 clusters Score -2391623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2391631.000000 Penalty: 4816.472656
	Iteration 71Q: 3 clusters Score -2391631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2391634.500000 Penalty: 4816.472656
	Iteration 72Q: 3 clusters Score -2391634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2391641.500000 Penalty: 4816.472656
	Iteration 73Q: 3 clusters Score -2391642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2391648.000000 Penalty: 4816.472656
	Iteration 74Q: 3 clusters Score -2391648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2391658.750000 Penalty: 4816.472656
	Iteration 75Q: 3 clusters Score -2391659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2391661.250000 Penalty: 4816.472656
	Iteration 76Q: 3 clusters Score -2391661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2391664.000000 Penalty: 4816.472656
	Iteration 77Q: 3 clusters Score -2391664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2391665.500000 Penalty: 4816.472656
	Iteration 78Q: 3 clusters Score -2391666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2391662.750000 Penalty: 4816.472656
	Iteration 79Q: 3 clusters Score -2391663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2391663.000000 Penalty: 4816.472656
	Iteration 80F: 3 clusters Score -2391663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2391667.250000 Penalty: 4816.472656
	Iteration 81Q: 3 clusters Score -2391667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2391669.250000 Penalty: 4816.472656
	Iteration 82Q: 3 clusters Score -2391669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2391670.250000 Penalty: 4816.472656
	Iteration 83Q: 3 clusters Score -2391670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2391669.750000 Penalty: 4816.472656
	Iteration 84Q: 3 clusters Score -2391670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2391674.500000 Penalty: 4816.472656
	Iteration 85Q: 3 clusters Score -2391674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2391670.750000 Penalty: 4816.472656
	Iteration 86Q: 3 clusters Score -2391671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2391675.500000 Penalty: 4816.472656
	Iteration 87Q: 3 clusters Score -2391676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2391678.500000 Penalty: 4816.472656
	Iteration 88Q: 3 clusters Score -2391678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2391679.000000 Penalty: 4816.472656
	Iteration 89Q: 3 clusters Score -2391679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2391677.000000 Penalty: 4816.472656
	Iteration 90Q: 3 clusters Score -2391677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2391683.250000 Penalty: 4816.472656
	Iteration 91Q: 3 clusters Score -2391683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2391683.500000 Penalty: 4816.472656
	Iteration 92Q: 3 clusters Score -2391684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2391686.250000 Penalty: 4816.472656
	Iteration 93Q: 3 clusters Score -2391686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2391683.250000 Penalty: 4816.472656
	Iteration 94Q: 3 clusters Score -2391683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2391686.500000 Penalty: 4816.472656
	Iteration 95Q: 3 clusters Score -2391686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2391686.250000 Penalty: 4816.472656
	Iteration 96Q: 3 clusters Score -2391686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2391686.250000 Penalty: 4816.472656
	Iteration 97Q: 3 clusters Score -2391686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2391690.500000 Penalty: 4816.472656
	Iteration 98Q: 3 clusters Score -2391690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2391689.250000 Penalty: 4816.472656
	Iteration 99Q: 3 clusters Score -2391689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2391690.750000 Penalty: 4816.472656
	Iteration 100F: 3 clusters Score -2391691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2391691.250000 Penalty: 4816.472656
	Iteration 101Q: 3 clusters Score -2391691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2391692.500000 Penalty: 4816.472656
	Iteration 102Q: 3 clusters Score -2391692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2391696.250000 Penalty: 4816.472656
	Iteration 103Q: 3 clusters Score -2391696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2391697.250000 Penalty: 4816.472656
	Iteration 104Q: 3 clusters Score -2391697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2391700.500000 Penalty: 4816.472656
	Iteration 105Q: 3 clusters Score -2391700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2391703.750000 Penalty: 4816.472656
	Iteration 106Q: 3 clusters Score -2391704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2391708.250000 Penalty: 4816.472656
	Iteration 107Q: 3 clusters Score -2391708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2391716.000000 Penalty: 4816.472656
	Iteration 108Q: 3 clusters Score -2391716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2391712.250000 Penalty: 4816.472656
	Iteration 109Q: 3 clusters Score -2391712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2391721.500000 Penalty: 4816.472656
	Iteration 110Q: 3 clusters Score -2391722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2391726.500000 Penalty: 4816.472656
	Iteration 111Q: 3 clusters Score -2391726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2391733.250000 Penalty: 4816.472656
	Iteration 112Q: 3 clusters Score -2391733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2391736.000000 Penalty: 4816.472656
	Iteration 113Q: 3 clusters Score -2391736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2391740.250000 Penalty: 4816.472656
	Iteration 114Q: 3 clusters Score -2391740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2391740.250000 Penalty: 4816.472656
	Iteration 115F: 3 clusters Score -2391740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -342435.406250 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -342435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -339642.750000 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -339642.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -340159.312500 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -340159.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -340373.875000 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -340373.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -340558.937500 Penalty: 3835.255127
	Iteration 3F: 3 clusters Score -340558.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -340742.437500 Penalty: 3835.255127
	Iteration 4Q: 3 clusters Score -340742.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -340894.062500 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -340894.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341003.750000 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -341003.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -341087.093750 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -341087.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -341143.531250 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -341143.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341196.406250 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -341196.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -341255.218750 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -341255.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -341346.906250 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -341346.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -341559.812500 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -341559.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -341816.625000 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -341816.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341940.250000 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -341940.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -342004.687500 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -342004.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -342042.625000 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -342042.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -342080.343750 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -342080.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -342106.250000 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -342106.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -342159.625000 Penalty: 3835.255127
	Iteration 19Q: 3 clusters Score -342159.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -342213.500000 Penalty: 3835.255127
	Iteration 20F: 3 clusters Score -342213.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -342279.468750 Penalty: 3835.255127
	Iteration 21Q: 3 clusters Score -342279.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342323.375000 Penalty: 3835.255127
	Iteration 22Q: 3 clusters Score -342323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -342347.531250 Penalty: 3835.255127
	Iteration 23Q: 3 clusters Score -342347.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342363.937500 Penalty: 3835.255127
	Iteration 24Q: 3 clusters Score -342363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -342374.937500 Penalty: 3835.255127
	Iteration 25Q: 3 clusters Score -342374.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -342380.906250 Penalty: 3835.255127
	Iteration 26Q: 3 clusters Score -342380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -342388.250000 Penalty: 3835.255127
	Iteration 27Q: 3 clusters Score -342388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -342394.843750 Penalty: 3835.255127
	Iteration 28Q: 3 clusters Score -342394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -342397.406250 Penalty: 3835.255127
	Iteration 29Q: 3 clusters Score -342397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -342399.156250 Penalty: 3835.255127
	Iteration 30Q: 3 clusters Score -342399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -342399.156250 Penalty: 3835.255127
	Iteration 31F: 3 clusters Score -342399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47626.640625 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47626.64 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 164 members 
Entering Unmasked Estep 
Score: -46301.890625 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46301.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46399.218750 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46399.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46431.230469 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -46431.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46462.726562 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46462.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46462.726562 Penalty: 2870.301025
	Iteration 4F: 3 clusters Score -46462.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (95586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Entering Unmasked Estep 
Score: -15328408.000000 Penalty: 2844.010010
	Iteration 0F: 2 clusters Score -1.532841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -15271271.000000 Penalty: 5688.020020
	Iteration 0F: 3 clusters Score -1.527127e+07 nChanged 45008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -15296554.000000 Penalty: 5688.020020
	Iteration 1F: 3 clusters Score -1.529655e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -15297356.000000 Penalty: 5688.020020
	Iteration 2Q: 3 clusters Score -1.529736e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -15298551.000000 Penalty: 5688.020020
	Iteration 3Q: 3 clusters Score -1.529855e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -15300647.000000 Penalty: 5688.020020
	Iteration 4Q: 3 clusters Score -1.530065e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -15303843.000000 Penalty: 5688.020020
	Iteration 5F: 3 clusters Score -1.530384e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -15308862.000000 Penalty: 5688.020020
	Iteration 6F: 3 clusters Score -1.530886e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -15314778.000000 Penalty: 5688.020020
	Iteration 7F: 3 clusters Score -1.531478e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -15319491.000000 Penalty: 5688.020020
	Iteration 8F: 3 clusters Score -1.531949e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -15322885.000000 Penalty: 5688.020020
	Iteration 9F: 3 clusters Score -1.532288e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -15324892.000000 Penalty: 5688.020020
	Iteration 10Q: 3 clusters Score -1.532489e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -15325682.000000 Penalty: 5688.020020
	Iteration 11Q: 3 clusters Score -1.532568e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -15326108.000000 Penalty: 5688.020020
	Iteration 12Q: 3 clusters Score -1.532611e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15326345.000000 Penalty: 5688.020020
	Iteration 13Q: 3 clusters Score -1.532634e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -15326487.000000 Penalty: 5688.020020
	Iteration 14Q: 3 clusters Score -1.532649e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -15326552.000000 Penalty: 5688.020020
	Iteration 15Q: 3 clusters Score -1.532655e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15326592.000000 Penalty: 5688.020020
	Iteration 16Q: 3 clusters Score -1.532659e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -15326634.000000 Penalty: 5688.020020
	Iteration 17Q: 3 clusters Score -1.532663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15326648.000000 Penalty: 5688.020020
	Iteration 18Q: 3 clusters Score -1.532665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15326668.000000 Penalty: 5688.020020
	Iteration 19Q: 3 clusters Score -1.532667e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15326668.000000 Penalty: 5688.020020
	Iteration 20F: 3 clusters Score -1.532667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -15326663.000000 Penalty: 5688.020020
	Iteration 21Q: 3 clusters Score -1.532666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15326677.000000 Penalty: 5688.020020
	Iteration 22Q: 3 clusters Score -1.532668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -15326685.000000 Penalty: 5688.020020
	Iteration 23Q: 3 clusters Score -1.532668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15326708.000000 Penalty: 5688.020020
	Iteration 24Q: 3 clusters Score -1.532671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15326692.000000 Penalty: 5688.020020
	Iteration 25Q: 3 clusters Score -1.532669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15326709.000000 Penalty: 5688.020020
	Iteration 26Q: 3 clusters Score -1.532671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94207 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15326702.000000 Penalty: 5688.020020
	Iteration 27Q: 3 clusters Score -1.53267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15326708.000000 Penalty: 5688.020020
	Iteration 28Q: 3 clusters Score -1.532671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15326719.000000 Penalty: 5688.020020
	Iteration 29Q: 3 clusters Score -1.532672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -15326727.000000 Penalty: 5688.020020
	Iteration 30Q: 3 clusters Score -1.532673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -15326731.000000 Penalty: 5688.020020
	Iteration 31Q: 3 clusters Score -1.532673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15326748.000000 Penalty: 5688.020020
	Iteration 32Q: 3 clusters Score -1.532675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -15326760.000000 Penalty: 5688.020020
	Iteration 33Q: 3 clusters Score -1.532676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15326754.000000 Penalty: 5688.020020
	Iteration 34Q: 3 clusters Score -1.532675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15326754.000000 Penalty: 5688.020020
	Iteration 35Q: 3 clusters Score -1.532675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15326755.000000 Penalty: 5688.020020
	Iteration 36Q: 3 clusters Score -1.532676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15326757.000000 Penalty: 5688.020020
	Iteration 37Q: 3 clusters Score -1.532676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -15326767.000000 Penalty: 5688.020020
	Iteration 38Q: 3 clusters Score -1.532677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15326756.000000 Penalty: 5688.020020
	Iteration 39Q: 3 clusters Score -1.532676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -15326771.000000 Penalty: 5688.020020
	Iteration 40F: 3 clusters Score -1.532677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -15326762.000000 Penalty: 5688.020020
	Iteration 41Q: 3 clusters Score -1.532676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15326773.000000 Penalty: 5688.020020
	Iteration 42Q: 3 clusters Score -1.532677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15326781.000000 Penalty: 5688.020020
	Iteration 43Q: 3 clusters Score -1.532678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15326778.000000 Penalty: 5688.020020
	Iteration 44Q: 3 clusters Score -1.532678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15326776.000000 Penalty: 5688.020020
	Iteration 45Q: 3 clusters Score -1.532678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -15326776.000000 Penalty: 5688.020020
	Iteration 46F: 3 clusters Score -1.532678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Entering Unmasked Estep 
Score: -2188057.500000 Penalty: 2364.651367
	Iteration 0F: 2 clusters Score -2188058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2177967.250000 Penalty: 4729.302734
	Iteration 0F: 3 clusters Score -2177967 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2181122.500000 Penalty: 4729.302734
	Iteration 1F: 3 clusters Score -2181122 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2181415.750000 Penalty: 4729.302734
	Iteration 2F: 3 clusters Score -2181416 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2181652.250000 Penalty: 4729.302734
	Iteration 3Q: 3 clusters Score -2181652 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2181884.000000 Penalty: 4729.302734
	Iteration 4Q: 3 clusters Score -2181884 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2182088.250000 Penalty: 4729.302734
	Iteration 5Q: 3 clusters Score -2182088 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2182292.000000 Penalty: 4729.302734
	Iteration 6Q: 3 clusters Score -2182292 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2182514.750000 Penalty: 4729.302734
	Iteration 7Q: 3 clusters Score -2182515 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2182737.250000 Penalty: 4729.302734
	Iteration 8Q: 3 clusters Score -2182737 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2182984.750000 Penalty: 4729.302734
	Iteration 9Q: 3 clusters Score -2182985 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2183238.500000 Penalty: 4729.302734
	Iteration 10Q: 3 clusters Score -2183238 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2183497.000000 Penalty: 4729.302734
	Iteration 11Q: 3 clusters Score -2183497 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2183756.750000 Penalty: 4729.302734
	Iteration 12Q: 3 clusters Score -2183757 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2184042.250000 Penalty: 4729.302734
	Iteration 13Q: 3 clusters Score -2184042 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2184339.250000 Penalty: 4729.302734
	Iteration 14Q: 3 clusters Score -2184339 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2184605.000000 Penalty: 4729.302734
	Iteration 15Q: 3 clusters Score -2184605 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2184795.750000 Penalty: 4729.302734
	Iteration 16Q: 3 clusters Score -2184796 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2184912.500000 Penalty: 4729.302734
	Iteration 17Q: 3 clusters Score -2184912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2184986.500000 Penalty: 4729.302734
	Iteration 18Q: 3 clusters Score -2184986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2185033.750000 Penalty: 4729.302734
	Iteration 19Q: 3 clusters Score -2185034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2185057.250000 Penalty: 4729.302734
	Iteration 20F: 3 clusters Score -2185057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2185071.250000 Penalty: 4729.302734
	Iteration 21Q: 3 clusters Score -2185071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2185092.250000 Penalty: 4729.302734
	Iteration 22Q: 3 clusters Score -2185092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2185099.750000 Penalty: 4729.302734
	Iteration 23Q: 3 clusters Score -2185100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2185116.250000 Penalty: 4729.302734
	Iteration 24Q: 3 clusters Score -2185116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2185135.500000 Penalty: 4729.302734
	Iteration 25Q: 3 clusters Score -2185136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2185150.000000 Penalty: 4729.302734
	Iteration 26Q: 3 clusters Score -2185150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2185160.250000 Penalty: 4729.302734
	Iteration 27Q: 3 clusters Score -2185160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2185166.250000 Penalty: 4729.302734
	Iteration 28Q: 3 clusters Score -2185166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2185172.500000 Penalty: 4729.302734
	Iteration 29Q: 3 clusters Score -2185172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2185181.500000 Penalty: 4729.302734
	Iteration 30Q: 3 clusters Score -2185182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2185189.500000 Penalty: 4729.302734
	Iteration 31Q: 3 clusters Score -2185190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2185192.250000 Penalty: 4729.302734
	Iteration 32Q: 3 clusters Score -2185192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2185194.750000 Penalty: 4729.302734
	Iteration 33Q: 3 clusters Score -2185195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2185208.000000 Penalty: 4729.302734
	Iteration 34Q: 3 clusters Score -2185208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2185214.000000 Penalty: 4729.302734
	Iteration 35Q: 3 clusters Score -2185214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2185228.750000 Penalty: 4729.302734
	Iteration 36Q: 3 clusters Score -2185229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2185237.500000 Penalty: 4729.302734
	Iteration 37Q: 3 clusters Score -2185238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2185248.000000 Penalty: 4729.302734
	Iteration 38Q: 3 clusters Score -2185248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2185267.250000 Penalty: 4729.302734
	Iteration 39Q: 3 clusters Score -2185267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2185276.000000 Penalty: 4729.302734
	Iteration 40F: 3 clusters Score -2185276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2185289.250000 Penalty: 4729.302734
	Iteration 41Q: 3 clusters Score -2185289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2185298.500000 Penalty: 4729.302734
	Iteration 42Q: 3 clusters Score -2185298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2185312.750000 Penalty: 4729.302734
	Iteration 43Q: 3 clusters Score -2185313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2185336.000000 Penalty: 4729.302734
	Iteration 44Q: 3 clusters Score -2185336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2185360.500000 Penalty: 4729.302734
	Iteration 45Q: 3 clusters Score -2185360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2185399.500000 Penalty: 4729.302734
	Iteration 46Q: 3 clusters Score -2185400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2185453.000000 Penalty: 4729.302734
	Iteration 47Q: 3 clusters Score -2185453 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2185509.500000 Penalty: 4729.302734
	Iteration 48Q: 3 clusters Score -2185510 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2185566.250000 Penalty: 4729.302734
	Iteration 49Q: 3 clusters Score -2185566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2185631.750000 Penalty: 4729.302734
	Iteration 50Q: 3 clusters Score -2185632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2185694.250000 Penalty: 4729.302734
	Iteration 51Q: 3 clusters Score -2185694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2185747.250000 Penalty: 4729.302734
	Iteration 52Q: 3 clusters Score -2185747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2185797.500000 Penalty: 4729.302734
	Iteration 53Q: 3 clusters Score -2185798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2185821.250000 Penalty: 4729.302734
	Iteration 54Q: 3 clusters Score -2185821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2185847.250000 Penalty: 4729.302734
	Iteration 55Q: 3 clusters Score -2185847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2185866.750000 Penalty: 4729.302734
	Iteration 56Q: 3 clusters Score -2185867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2185887.000000 Penalty: 4729.302734
	Iteration 57Q: 3 clusters Score -2185887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2185912.750000 Penalty: 4729.302734
	Iteration 58Q: 3 clusters Score -2185913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2185928.500000 Penalty: 4729.302734
	Iteration 59Q: 3 clusters Score -2185928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2185944.500000 Penalty: 4729.302734
	Iteration 60F: 3 clusters Score -2185944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2185948.000000 Penalty: 4729.302734
	Iteration 61Q: 3 clusters Score -2185948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2185952.000000 Penalty: 4729.302734
	Iteration 62Q: 3 clusters Score -2185952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2185960.750000 Penalty: 4729.302734
	Iteration 63Q: 3 clusters Score -2185961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2185967.500000 Penalty: 4729.302734
	Iteration 64Q: 3 clusters Score -2185968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2185972.250000 Penalty: 4729.302734
	Iteration 65Q: 3 clusters Score -2185972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2185973.500000 Penalty: 4729.302734
	Iteration 66Q: 3 clusters Score -2185974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2185976.000000 Penalty: 4729.302734
	Iteration 67Q: 3 clusters Score -2185976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2185985.500000 Penalty: 4729.302734
	Iteration 68Q: 3 clusters Score -2185986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2185998.000000 Penalty: 4729.302734
	Iteration 69Q: 3 clusters Score -2185998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2185999.750000 Penalty: 4729.302734
	Iteration 70Q: 3 clusters Score -2186000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2186004.500000 Penalty: 4729.302734
	Iteration 71Q: 3 clusters Score -2186004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2186011.750000 Penalty: 4729.302734
	Iteration 72Q: 3 clusters Score -2186012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2186011.250000 Penalty: 4729.302734
	Iteration 73Q: 3 clusters Score -2186011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2186014.000000 Penalty: 4729.302734
	Iteration 74Q: 3 clusters Score -2186014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2186013.250000 Penalty: 4729.302734
	Iteration 75Q: 3 clusters Score -2186013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2186012.750000 Penalty: 4729.302734
	Iteration 76Q: 3 clusters Score -2186013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2186012.750000 Penalty: 4729.302734
	Iteration 77F: 3 clusters Score -2186013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Entering Unmasked Estep 
Score: -1086286.750000 Penalty: 2214.335693
	Iteration 0F: 2 clusters Score -1086287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1080195.125000 Penalty: 4428.671387
	Iteration 0F: 3 clusters Score -1080195 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1082147.375000 Penalty: 4428.671387
	Iteration 1F: 3 clusters Score -1082147 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1082991.500000 Penalty: 4428.671387
	Iteration 2F: 3 clusters Score -1082992 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1083746.500000 Penalty: 4428.671387
	Iteration 3F: 3 clusters Score -1083746 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1084227.125000 Penalty: 4428.671387
	Iteration 4F: 3 clusters Score -1084227 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1084542.000000 Penalty: 4428.671387
	Iteration 5F: 3 clusters Score -1084542 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1084733.250000 Penalty: 4428.671387
	Iteration 6Q: 3 clusters Score -1084733 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1084841.750000 Penalty: 4428.671387
	Iteration 7Q: 3 clusters Score -1084842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1084933.000000 Penalty: 4428.671387
	Iteration 8Q: 3 clusters Score -1084933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1085005.500000 Penalty: 4428.671387
	Iteration 9Q: 3 clusters Score -1085006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1085060.000000 Penalty: 4428.671387
	Iteration 10Q: 3 clusters Score -1085060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1085111.750000 Penalty: 4428.671387
	Iteration 11Q: 3 clusters Score -1085112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1085157.375000 Penalty: 4428.671387
	Iteration 12Q: 3 clusters Score -1085157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1085190.625000 Penalty: 4428.671387
	Iteration 13Q: 3 clusters Score -1085191 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1085219.375000 Penalty: 4428.671387
	Iteration 14Q: 3 clusters Score -1085219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1085246.750000 Penalty: 4428.671387
	Iteration 15Q: 3 clusters Score -1085247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1085275.625000 Penalty: 4428.671387
	Iteration 16Q: 3 clusters Score -1085276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1085296.750000 Penalty: 4428.671387
	Iteration 17Q: 3 clusters Score -1085297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1085314.375000 Penalty: 4428.671387
	Iteration 18Q: 3 clusters Score -1085314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1085331.500000 Penalty: 4428.671387
	Iteration 19Q: 3 clusters Score -1085332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1085354.250000 Penalty: 4428.671387
	Iteration 20F: 3 clusters Score -1085354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1085367.875000 Penalty: 4428.671387
	Iteration 21Q: 3 clusters Score -1085368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1085384.750000 Penalty: 4428.671387
	Iteration 22Q: 3 clusters Score -1085385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1085398.375000 Penalty: 4428.671387
	Iteration 23Q: 3 clusters Score -1085398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1085406.625000 Penalty: 4428.671387
	Iteration 24Q: 3 clusters Score -1085407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1085413.000000 Penalty: 4428.671387
	Iteration 25Q: 3 clusters Score -1085413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1085421.375000 Penalty: 4428.671387
	Iteration 26Q: 3 clusters Score -1085421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1085425.750000 Penalty: 4428.671387
	Iteration 27Q: 3 clusters Score -1085426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1085430.625000 Penalty: 4428.671387
	Iteration 28Q: 3 clusters Score -1085431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1085432.000000 Penalty: 4428.671387
	Iteration 29Q: 3 clusters Score -1085432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1085433.750000 Penalty: 4428.671387
	Iteration 30Q: 3 clusters Score -1085434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1085437.625000 Penalty: 4428.671387
	Iteration 31Q: 3 clusters Score -1085438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1085439.375000 Penalty: 4428.671387
	Iteration 32Q: 3 clusters Score -1085439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1085439.250000 Penalty: 4428.671387
	Iteration 33Q: 3 clusters Score -1085439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1085439.250000 Penalty: 4428.671387
	Iteration 34Q: 3 clusters Score -1085439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1085441.750000 Penalty: 4428.671387
	Iteration 35Q: 3 clusters Score -1085442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1085441.750000 Penalty: 4428.671387
	Iteration 36F: 3 clusters Score -1085442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (88464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Entering Unmasked Estep 
Score: -14024893.000000 Penalty: 2824.807129
	Iteration 0F: 2 clusters Score -1.402489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -13970090.000000 Penalty: 5649.614258
	Iteration 0F: 3 clusters Score -1.397009e+07 nChanged 41679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -13993605.000000 Penalty: 5649.614258
	Iteration 1F: 3 clusters Score -1.39936e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -13994416.000000 Penalty: 5649.614258
	Iteration 2Q: 3 clusters Score -1.399442e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -13995196.000000 Penalty: 5649.614258
	Iteration 3Q: 3 clusters Score -1.39952e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -13996286.000000 Penalty: 5649.614258
	Iteration 4Q: 3 clusters Score -1.399629e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -13998178.000000 Penalty: 5649.614258
	Iteration 5Q: 3 clusters Score -1.399818e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -14001184.000000 Penalty: 5649.614258
	Iteration 6F: 3 clusters Score -1.400118e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -14005751.000000 Penalty: 5649.614258
	Iteration 7F: 3 clusters Score -1.400575e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -14011513.000000 Penalty: 5649.614258
	Iteration 8F: 3 clusters Score -1.401151e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -14016712.000000 Penalty: 5649.614258
	Iteration 9F: 3 clusters Score -1.401671e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 82670 members 
Entering Unmasked Estep 
Score: -14019574.000000 Penalty: 5649.614258
	Iteration 10Q: 3 clusters Score -1.401957e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -14020898.000000 Penalty: 5649.614258
	Iteration 11Q: 3 clusters Score -1.40209e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -14021547.000000 Penalty: 5649.614258
	Iteration 12Q: 3 clusters Score -1.402155e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -14021913.000000 Penalty: 5649.614258
	Iteration 13Q: 3 clusters Score -1.402191e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -14022143.000000 Penalty: 5649.614258
	Iteration 14Q: 3 clusters Score -1.402214e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -14022277.000000 Penalty: 5649.614258
	Iteration 15Q: 3 clusters Score -1.402228e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -14022390.000000 Penalty: 5649.614258
	Iteration 16Q: 3 clusters Score -1.402239e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 87435 members 
Entering Unmasked Estep 
Score: -14022460.000000 Penalty: 5649.614258
	Iteration 17Q: 3 clusters Score -1.402246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -14022509.000000 Penalty: 5649.614258
	Iteration 18Q: 3 clusters Score -1.402251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -14022530.000000 Penalty: 5649.614258
	Iteration 19Q: 3 clusters Score -1.402253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -14022543.000000 Penalty: 5649.614258
	Iteration 20F: 3 clusters Score -1.402254e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -14022556.000000 Penalty: 5649.614258
	Iteration 21Q: 3 clusters Score -1.402256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -14022589.000000 Penalty: 5649.614258
	Iteration 22Q: 3 clusters Score -1.402259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -14022605.000000 Penalty: 5649.614258
	Iteration 23Q: 3 clusters Score -1.40226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -14022599.000000 Penalty: 5649.614258
	Iteration 24Q: 3 clusters Score -1.40226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -14022614.000000 Penalty: 5649.614258
	Iteration 25Q: 3 clusters Score -1.402261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -14022615.000000 Penalty: 5649.614258
	Iteration 26Q: 3 clusters Score -1.402262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -14022620.000000 Penalty: 5649.614258
	Iteration 27Q: 3 clusters Score -1.402262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -14022622.000000 Penalty: 5649.614258
	Iteration 28Q: 3 clusters Score -1.402262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -14022624.000000 Penalty: 5649.614258
	Iteration 29Q: 3 clusters Score -1.402262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -14022628.000000 Penalty: 5649.614258
	Iteration 30Q: 3 clusters Score -1.402263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -14022622.000000 Penalty: 5649.614258
	Iteration 31Q: 3 clusters Score -1.402262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -14022617.000000 Penalty: 5649.614258
	Iteration 32Q: 3 clusters Score -1.402262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -14022620.000000 Penalty: 5649.614258
	Iteration 33Q: 3 clusters Score -1.402262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -14022620.000000 Penalty: 5649.614258
	Iteration 34F: 3 clusters Score -1.402262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Entering Unmasked Estep 
Score: -4295606.000000 Penalty: 2545.659668
	Iteration 0F: 2 clusters Score -4295606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4275788.000000 Penalty: 5091.319336
	Iteration 0F: 3 clusters Score -4275788 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4283273.500000 Penalty: 5091.319336
	Iteration 1F: 3 clusters Score -4283274 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4284150.000000 Penalty: 5091.319336
	Iteration 2F: 3 clusters Score -4284150 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4285201.000000 Penalty: 5091.319336
	Iteration 3F: 3 clusters Score -4285201 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4286379.500000 Penalty: 5091.319336
	Iteration 4F: 3 clusters Score -4286380 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4287421.500000 Penalty: 5091.319336
	Iteration 5F: 3 clusters Score -4287422 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4288308.500000 Penalty: 5091.319336
	Iteration 6F: 3 clusters Score -4288308 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4289110.000000 Penalty: 5091.319336
	Iteration 7F: 3 clusters Score -4289110 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4289884.500000 Penalty: 5091.319336
	Iteration 8Q: 3 clusters Score -4289884 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4290574.500000 Penalty: 5091.319336
	Iteration 9Q: 3 clusters Score -4290574 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4291108.500000 Penalty: 5091.319336
	Iteration 10Q: 3 clusters Score -4291108 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -4291503.500000 Penalty: 5091.319336
	Iteration 11Q: 3 clusters Score -4291504 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4291882.000000 Penalty: 5091.319336
	Iteration 12Q: 3 clusters Score -4291882 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4292234.000000 Penalty: 5091.319336
	Iteration 13Q: 3 clusters Score -4292234 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4292541.000000 Penalty: 5091.319336
	Iteration 14Q: 3 clusters Score -4292541 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4292854.000000 Penalty: 5091.319336
	Iteration 15Q: 3 clusters Score -4292854 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4293116.500000 Penalty: 5091.319336
	Iteration 16Q: 3 clusters Score -4293116 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4293384.500000 Penalty: 5091.319336
	Iteration 17Q: 3 clusters Score -4293384 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4293628.000000 Penalty: 5091.319336
	Iteration 18Q: 3 clusters Score -4293628 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4293860.500000 Penalty: 5091.319336
	Iteration 19Q: 3 clusters Score -4293860 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4294072.500000 Penalty: 5091.319336
	Iteration 20F: 3 clusters Score -4294072 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4294245.500000 Penalty: 5091.319336
	Iteration 21Q: 3 clusters Score -4294246 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4294412.500000 Penalty: 5091.319336
	Iteration 22Q: 3 clusters Score -4294412 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4294539.500000 Penalty: 5091.319336
	Iteration 23Q: 3 clusters Score -4294540 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4294682.000000 Penalty: 5091.319336
	Iteration 24Q: 3 clusters Score -4294682 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -4294828.000000 Penalty: 5091.319336
	Iteration 25Q: 3 clusters Score -4294828 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4294978.000000 Penalty: 5091.319336
	Iteration 26Q: 3 clusters Score -4294978 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4295117.000000 Penalty: 5091.319336
	Iteration 27Q: 3 clusters Score -4295117 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4295239.500000 Penalty: 5091.319336
	Iteration 28Q: 3 clusters Score -4295240 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4295320.000000 Penalty: 5091.319336
	Iteration 29Q: 3 clusters Score -4295320 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4295393.500000 Penalty: 5091.319336
	Iteration 30Q: 3 clusters Score -4295394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4295443.000000 Penalty: 5091.319336
	Iteration 31Q: 3 clusters Score -4295443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -4295498.000000 Penalty: 5091.319336
	Iteration 32Q: 3 clusters Score -4295498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -4295520.000000 Penalty: 5091.319336
	Iteration 33Q: 3 clusters Score -4295520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -4295554.500000 Penalty: 5091.319336
	Iteration 34Q: 3 clusters Score -4295554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4295571.500000 Penalty: 5091.319336
	Iteration 35Q: 3 clusters Score -4295572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4295603.500000 Penalty: 5091.319336
	Iteration 36Q: 3 clusters Score -4295604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4295612.000000 Penalty: 5091.319336
	Iteration 37Q: 3 clusters Score -4295612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -4295625.500000 Penalty: 5091.319336
	Iteration 38Q: 3 clusters Score -4295626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4295633.000000 Penalty: 5091.319336
	Iteration 39Q: 3 clusters Score -4295633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -4295643.000000 Penalty: 5091.319336
	Iteration 40F: 3 clusters Score -4295643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4295653.000000 Penalty: 5091.319336
	Iteration 41Q: 3 clusters Score -4295653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -4295654.000000 Penalty: 5091.319336
	Iteration 42Q: 3 clusters Score -4295654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4295663.000000 Penalty: 5091.319336
	Iteration 43Q: 3 clusters Score -4295663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4295663.500000 Penalty: 5091.319336
	Iteration 44Q: 3 clusters Score -4295664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4295669.500000 Penalty: 5091.319336
	Iteration 45Q: 3 clusters Score -4295670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4295662.000000 Penalty: 5091.319336
	Iteration 46Q: 3 clusters Score -4295662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4295670.000000 Penalty: 5091.319336
	Iteration 47Q: 3 clusters Score -4295670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4295674.000000 Penalty: 5091.319336
	Iteration 48Q: 3 clusters Score -4295674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4295678.000000 Penalty: 5091.319336
	Iteration 49Q: 3 clusters Score -4295678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4295674.000000 Penalty: 5091.319336
	Iteration 50Q: 3 clusters Score -4295674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4295683.500000 Penalty: 5091.319336
	Iteration 51Q: 3 clusters Score -4295684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4295685.500000 Penalty: 5091.319336
	Iteration 52Q: 3 clusters Score -4295686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -4295685.000000 Penalty: 5091.319336
	Iteration 53Q: 3 clusters Score -4295685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4295693.000000 Penalty: 5091.319336
	Iteration 54Q: 3 clusters Score -4295693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -4295688.000000 Penalty: 5091.319336
	Iteration 55Q: 3 clusters Score -4295688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4295685.000000 Penalty: 5091.319336
	Iteration 56Q: 3 clusters Score -4295685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4295686.500000 Penalty: 5091.319336
	Iteration 57Q: 3 clusters Score -4295686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4295688.000000 Penalty: 5091.319336
	Iteration 58Q: 3 clusters Score -4295688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4295690.000000 Penalty: 5091.319336
	Iteration 59Q: 3 clusters Score -4295690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4295689.000000 Penalty: 5091.319336
	Iteration 60F: 3 clusters Score -4295689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4295691.000000 Penalty: 5091.319336
	Iteration 61Q: 3 clusters Score -4295691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4295687.500000 Penalty: 5091.319336
	Iteration 62Q: 3 clusters Score -4295688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4295691.000000 Penalty: 5091.319336
	Iteration 63Q: 3 clusters Score -4295691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4295692.500000 Penalty: 5091.319336
	Iteration 64Q: 3 clusters Score -4295692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4295687.000000 Penalty: 5091.319336
	Iteration 65Q: 3 clusters Score -4295687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4295693.500000 Penalty: 5091.319336
	Iteration 66Q: 3 clusters Score -4295694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4295694.500000 Penalty: 5091.319336
	Iteration 67Q: 3 clusters Score -4295694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4295692.500000 Penalty: 5091.319336
	Iteration 68Q: 3 clusters Score -4295692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4295694.500000 Penalty: 5091.319336
	Iteration 69Q: 3 clusters Score -4295694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4295694.500000 Penalty: 5091.319336
	Iteration 70F: 3 clusters Score -4295694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 3566 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 25137 members 
Entering Unmasked Estep 
Score: -151895264.000000 Penalty: 212414.656250
Splitting cluster 29 changes total score from -151896096.000000 to -151895264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (11090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Entering Unmasked Estep 
Score: -1722182.000000 Penalty: 2309.822021
	Iteration 0F: 2 clusters Score -1722182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1713881.625000 Penalty: 4619.644043
	Iteration 0F: 3 clusters Score -1713882 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1716433.750000 Penalty: 4619.644043
	Iteration 1F: 3 clusters Score -1716434 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1716815.000000 Penalty: 4619.644043
	Iteration 2F: 3 clusters Score -1716815 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1717128.000000 Penalty: 4619.644043
	Iteration 3F: 3 clusters Score -1717128 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1717433.250000 Penalty: 4619.644043
	Iteration 4Q: 3 clusters Score -1717433 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1717724.625000 Penalty: 4619.644043
	Iteration 5Q: 3 clusters Score -1717725 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1718021.875000 Penalty: 4619.644043
	Iteration 6Q: 3 clusters Score -1718022 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1718363.250000 Penalty: 4619.644043
	Iteration 7Q: 3 clusters Score -1718363 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1718690.000000 Penalty: 4619.644043
	Iteration 8Q: 3 clusters Score -1718690 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1719012.500000 Penalty: 4619.644043
	Iteration 9Q: 3 clusters Score -1719012 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1719295.000000 Penalty: 4619.644043
	Iteration 10Q: 3 clusters Score -1719295 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1719511.125000 Penalty: 4619.644043
	Iteration 11Q: 3 clusters Score -1719511 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1719661.750000 Penalty: 4619.644043
	Iteration 12Q: 3 clusters Score -1719662 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1719758.000000 Penalty: 4619.644043
	Iteration 13Q: 3 clusters Score -1719758 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1719830.000000 Penalty: 4619.644043
	Iteration 14Q: 3 clusters Score -1719830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1719875.375000 Penalty: 4619.644043
	Iteration 15Q: 3 clusters Score -1719875 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1719906.625000 Penalty: 4619.644043
	Iteration 16Q: 3 clusters Score -1719907 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1719928.875000 Penalty: 4619.644043
	Iteration 17Q: 3 clusters Score -1719929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1719956.250000 Penalty: 4619.644043
	Iteration 18Q: 3 clusters Score -1719956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1719968.250000 Penalty: 4619.644043
	Iteration 19Q: 3 clusters Score -1719968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1719989.500000 Penalty: 4619.644043
	Iteration 20F: 3 clusters Score -1719990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1720003.375000 Penalty: 4619.644043
	Iteration 21Q: 3 clusters Score -1720003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1720018.750000 Penalty: 4619.644043
	Iteration 22Q: 3 clusters Score -1720019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1720032.250000 Penalty: 4619.644043
	Iteration 23Q: 3 clusters Score -1720032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1720038.125000 Penalty: 4619.644043
	Iteration 24Q: 3 clusters Score -1720038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1720051.875000 Penalty: 4619.644043
	Iteration 25Q: 3 clusters Score -1720052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1720058.875000 Penalty: 4619.644043
	Iteration 26Q: 3 clusters Score -1720059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1720068.875000 Penalty: 4619.644043
	Iteration 27Q: 3 clusters Score -1720069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1720069.750000 Penalty: 4619.644043
	Iteration 28Q: 3 clusters Score -1720070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1720075.375000 Penalty: 4619.644043
	Iteration 29Q: 3 clusters Score -1720075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1720076.000000 Penalty: 4619.644043
	Iteration 30Q: 3 clusters Score -1720076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1720079.125000 Penalty: 4619.644043
	Iteration 31Q: 3 clusters Score -1720079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1720078.125000 Penalty: 4619.644043
	Iteration 32Q: 3 clusters Score -1720078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1720086.750000 Penalty: 4619.644043
	Iteration 33Q: 3 clusters Score -1720087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1720094.375000 Penalty: 4619.644043
	Iteration 34Q: 3 clusters Score -1720094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1720098.500000 Penalty: 4619.644043
	Iteration 35Q: 3 clusters Score -1720098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1720100.500000 Penalty: 4619.644043
	Iteration 36Q: 3 clusters Score -1720100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1720107.625000 Penalty: 4619.644043
	Iteration 37Q: 3 clusters Score -1720108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1720112.250000 Penalty: 4619.644043
	Iteration 38Q: 3 clusters Score -1720112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1720114.750000 Penalty: 4619.644043
	Iteration 39Q: 3 clusters Score -1720115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1720118.875000 Penalty: 4619.644043
	Iteration 40F: 3 clusters Score -1720119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1720127.000000 Penalty: 4619.644043
	Iteration 41Q: 3 clusters Score -1720127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1720131.750000 Penalty: 4619.644043
	Iteration 42Q: 3 clusters Score -1720132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1720141.875000 Penalty: 4619.644043
	Iteration 43Q: 3 clusters Score -1720142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1720153.500000 Penalty: 4619.644043
	Iteration 44Q: 3 clusters Score -1720154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1720159.875000 Penalty: 4619.644043
	Iteration 45Q: 3 clusters Score -1720160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1720161.625000 Penalty: 4619.644043
	Iteration 46Q: 3 clusters Score -1720162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1720166.500000 Penalty: 4619.644043
	Iteration 47Q: 3 clusters Score -1720166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1720173.625000 Penalty: 4619.644043
	Iteration 48Q: 3 clusters Score -1720174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1720180.375000 Penalty: 4619.644043
	Iteration 49Q: 3 clusters Score -1720180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1720187.000000 Penalty: 4619.644043
	Iteration 50Q: 3 clusters Score -1720187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1720191.375000 Penalty: 4619.644043
	Iteration 51Q: 3 clusters Score -1720191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1720192.625000 Penalty: 4619.644043
	Iteration 52Q: 3 clusters Score -1720193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1720198.375000 Penalty: 4619.644043
	Iteration 53Q: 3 clusters Score -1720198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1720204.625000 Penalty: 4619.644043
	Iteration 54Q: 3 clusters Score -1720205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1720206.125000 Penalty: 4619.644043
	Iteration 55Q: 3 clusters Score -1720206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1720210.500000 Penalty: 4619.644043
	Iteration 56Q: 3 clusters Score -1720210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1720215.125000 Penalty: 4619.644043
	Iteration 57Q: 3 clusters Score -1720215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1720224.500000 Penalty: 4619.644043
	Iteration 58Q: 3 clusters Score -1720224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1720229.500000 Penalty: 4619.644043
	Iteration 59Q: 3 clusters Score -1720230 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1720239 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1720246 nChanged 33
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Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1720255 nChanged 28
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Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1720261 nChanged 30
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Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2537 members 
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	Iteration 64Q: 3 clusters Score -1720263 nChanged 31
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Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2506 members 
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	Iteration 65Q: 3 clusters Score -1720278 nChanged 32
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Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1720280 nChanged 37
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Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2437 members 
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	Iteration 67Q: 3 clusters Score -1720289 nChanged 32
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Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2405 members 
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	Iteration 68Q: 3 clusters Score -1720299 nChanged 42
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Mstep: Class 1 contains 8727 members 
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	Iteration 69Q: 3 clusters Score -1720308 nChanged 43
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Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2320 members 
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	Iteration 70Q: 3 clusters Score -1720315 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2279 members 
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	Iteration 71Q: 3 clusters Score -1720322 nChanged 38
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Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2241 members 
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	Iteration 72Q: 3 clusters Score -1720337 nChanged 44
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Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1720354 nChanged 59
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Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1720371 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1720383 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1720396 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1720412 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1720416 nChanged 33
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Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1720428 nChanged 35
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Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1720436 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1720447 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1720461 nChanged 38
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Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1720471 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1720490 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1720501 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1720513 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1720524 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1720532 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1720545 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1720568 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1720583 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1720591 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1720600 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1361 members 
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	Iteration 94Q: 3 clusters Score -1720608 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1341 members 
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	Iteration 95Q: 3 clusters Score -1720616 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1720622 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1720627 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1720640 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1720645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1720646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1720650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1720655.875000 Penalty: 4619.644043
	Iteration 102Q: 3 clusters Score -1720656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1720657.750000 Penalty: 4619.644043
	Iteration 103Q: 3 clusters Score -1720658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1720666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1720668.375000 Penalty: 4619.644043
	Iteration 105Q: 3 clusters Score -1720668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1720673.750000 Penalty: 4619.644043
	Iteration 106Q: 3 clusters Score -1720674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1720672.375000 Penalty: 4619.644043
	Iteration 107Q: 3 clusters Score -1720672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1720678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1720682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1720679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1720680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1720687.625000 Penalty: 4619.644043
	Iteration 112Q: 3 clusters Score -1720688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1720689.125000 Penalty: 4619.644043
	Iteration 113Q: 3 clusters Score -1720689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1720686.500000 Penalty: 4619.644043
	Iteration 114Q: 3 clusters Score -1720686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1720687.875000 Penalty: 4619.644043
	Iteration 115Q: 3 clusters Score -1720688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1720685.250000 Penalty: 4619.644043
	Iteration 116Q: 3 clusters Score -1720685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1720686.750000 Penalty: 4619.644043
	Iteration 117Q: 3 clusters Score -1720687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1720688.125000 Penalty: 4619.644043
	Iteration 118Q: 3 clusters Score -1720688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1720688.500000 Penalty: 4619.644043
	Iteration 119Q: 3 clusters Score -1720688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1720694.750000 Penalty: 4619.644043
	Iteration 120F: 3 clusters Score -1720695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1720696.625000 Penalty: 4619.644043
	Iteration 121Q: 3 clusters Score -1720697 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1720699 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1720701.375000 Penalty: 4619.644043
	Iteration 123Q: 3 clusters Score -1720701 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1720705.875000 Penalty: 4619.644043
	Iteration 124Q: 3 clusters Score -1720706 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1720706.250000 Penalty: 4619.644043
	Iteration 125Q: 3 clusters Score -1720706 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1720706.875000 Penalty: 4619.644043
	Iteration 126Q: 3 clusters Score -1720707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1720714.375000 Penalty: 4619.644043
	Iteration 127Q: 3 clusters Score -1720714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1720712.625000 Penalty: 4619.644043
	Iteration 128Q: 3 clusters Score -1720713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1720716.125000 Penalty: 4619.644043
	Iteration 129Q: 3 clusters Score -1720716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1720713.500000 Penalty: 4619.644043
	Iteration 130Q: 3 clusters Score -1720714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1720717.125000 Penalty: 4619.644043
	Iteration 131Q: 3 clusters Score -1720717 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1720722.125000 Penalty: 4619.644043
	Iteration 132Q: 3 clusters Score -1720722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1720724.500000 Penalty: 4619.644043
	Iteration 133Q: 3 clusters Score -1720724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1720728.750000 Penalty: 4619.644043
	Iteration 134Q: 3 clusters Score -1720729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1720729.875000 Penalty: 4619.644043
	Iteration 135Q: 3 clusters Score -1720730 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1720732.375000 Penalty: 4619.644043
	Iteration 136Q: 3 clusters Score -1720732 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1720733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1720733.750000 Penalty: 4619.644043
	Iteration 138Q: 3 clusters Score -1720734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1720737.500000 Penalty: 4619.644043
	Iteration 139Q: 3 clusters Score -1720738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1720738.000000 Penalty: 4619.644043
	Iteration 140F: 3 clusters Score -1720738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1720742.375000 Penalty: 4619.644043
	Iteration 141Q: 3 clusters Score -1720742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1720740.375000 Penalty: 4619.644043
	Iteration 142Q: 3 clusters Score -1720740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1720741.250000 Penalty: 4619.644043
	Iteration 143Q: 3 clusters Score -1720741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1720743.000000 Penalty: 4619.644043
	Iteration 144Q: 3 clusters Score -1720743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1720744.125000 Penalty: 4619.644043
	Iteration 145Q: 3 clusters Score -1720744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1720744.625000 Penalty: 4619.644043
	Iteration 146Q: 3 clusters Score -1720745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1720743 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 148F: 3 clusters Score -1720743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -209163.500000 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -209163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -206959.9 nChanged 385
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Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -207304.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -207393.265625 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -207393.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -207439.937500 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -207439.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -207456.046875 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -207456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -207465.390625 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -207465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -207474.750000 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -207474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -207481.875000 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -207481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -207485.859375 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -207485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -207490.375000 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -207490.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -207495.890625 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -207495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -207502.375000 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -207502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -207505.578125 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -207505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -207509.875000 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -207509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -207512.843750 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -207512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -207514.859375 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -207514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -207515.531250 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -207515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -207516.890625 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -207516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -207516.890625 Penalty: 3574.730957
	Iteration 18F: 3 clusters Score -207516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -1021058.250000 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -1021058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1015438.937500 Penalty: 4375.359863
	Iteration 0F: 3 clusters Score -1015439 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1016962.375000 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -1016962 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1017215.187500 Penalty: 4375.359863
	Iteration 2F: 3 clusters Score -1017215 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1017394.562500 Penalty: 4375.359863
	Iteration 3Q: 3 clusters Score -1017395 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1017566.875000 Penalty: 4375.359863
	Iteration 4Q: 3 clusters Score -1017567 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1017713.125000 Penalty: 4375.359863
	Iteration 5Q: 3 clusters Score -1017713 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1017853.000000 Penalty: 4375.359863
	Iteration 6Q: 3 clusters Score -1017853 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1017991.312500 Penalty: 4375.359863
	Iteration 7Q: 3 clusters Score -1017991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1018119.500000 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -1018120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1018285.812500 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -1018286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1018490.187500 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -1018490 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1018702.500000 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -1018702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1018865.000000 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -1018865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1018973.375000 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -1018973 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1019057.687500 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -1019058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1019128.250000 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -1019128 nChanged 110
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: -1019175.500000 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -1019176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1019221.937500 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -1019222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1019264.437500 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -1019264 nChanged 82
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: -1019301.750000 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -1019302 nChanged 62
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: -1019329.812500 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -1019330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1019352.375000 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -1019352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1019377.500000 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -1019378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1019401.437500 Penalty: 4375.359863
	Iteration 23Q: 3 clusters Score -1019401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1019416.562500 Penalty: 4375.359863
	Iteration 24Q: 3 clusters Score -1019417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1019430.937500 Penalty: 4375.359863
	Iteration 25Q: 3 clusters Score -1019431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1019452.750000 Penalty: 4375.359863
	Iteration 26Q: 3 clusters Score -1019453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1019468.000000 Penalty: 4375.359863
	Iteration 27Q: 3 clusters Score -1019468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1019485.125000 Penalty: 4375.359863
	Iteration 28Q: 3 clusters Score -1019485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1019499.437500 Penalty: 4375.359863
	Iteration 29Q: 3 clusters Score -1019499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1019510.937500 Penalty: 4375.359863
	Iteration 30Q: 3 clusters Score -1019511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1019521.937500 Penalty: 4375.359863
	Iteration 31Q: 3 clusters Score -1019522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1019530.625000 Penalty: 4375.359863
	Iteration 32Q: 3 clusters Score -1019531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1019537.687500 Penalty: 4375.359863
	Iteration 33Q: 3 clusters Score -1019538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1019546.375000 Penalty: 4375.359863
	Iteration 34Q: 3 clusters Score -1019546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1019554.250000 Penalty: 4375.359863
	Iteration 35Q: 3 clusters Score -1019554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1019563.500000 Penalty: 4375.359863
	Iteration 36Q: 3 clusters Score -1019564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1019570.812500 Penalty: 4375.359863
	Iteration 37Q: 3 clusters Score -1019571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1019580.187500 Penalty: 4375.359863
	Iteration 38Q: 3 clusters Score -1019580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1019587.562500 Penalty: 4375.359863
	Iteration 39Q: 3 clusters Score -1019588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1019590.500000 Penalty: 4375.359863
	Iteration 40F: 3 clusters Score -1019590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1019591.812500 Penalty: 4375.359863
	Iteration 41Q: 3 clusters Score -1019592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1019595.312500 Penalty: 4375.359863
	Iteration 42Q: 3 clusters Score -1019595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1019601.000000 Penalty: 4375.359863
	Iteration 43Q: 3 clusters Score -1019601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1019605.625000 Penalty: 4375.359863
	Iteration 44Q: 3 clusters Score -1019606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1019610.000000 Penalty: 4375.359863
	Iteration 45Q: 3 clusters Score -1019610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1019614.250000 Penalty: 4375.359863
	Iteration 46Q: 3 clusters Score -1019614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1019618.437500 Penalty: 4375.359863
	Iteration 47Q: 3 clusters Score -1019618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1019622.812500 Penalty: 4375.359863
	Iteration 48Q: 3 clusters Score -1019623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1019628.687500 Penalty: 4375.359863
	Iteration 49Q: 3 clusters Score -1019629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1019630.375000 Penalty: 4375.359863
	Iteration 50Q: 3 clusters Score -1019630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1019634.875000 Penalty: 4375.359863
	Iteration 51Q: 3 clusters Score -1019635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1019637.375000 Penalty: 4375.359863
	Iteration 52Q: 3 clusters Score -1019637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1019641.687500 Penalty: 4375.359863
	Iteration 53Q: 3 clusters Score -1019642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1019641.375000 Penalty: 4375.359863
	Iteration 54Q: 3 clusters Score -1019641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1019644.625000 Penalty: 4375.359863
	Iteration 55Q: 3 clusters Score -1019645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1019647.312500 Penalty: 4375.359863
	Iteration 56Q: 3 clusters Score -1019647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1019646.250000 Penalty: 4375.359863
	Iteration 57Q: 3 clusters Score -1019646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1019648.250000 Penalty: 4375.359863
	Iteration 58Q: 3 clusters Score -1019648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1019649.000000 Penalty: 4375.359863
	Iteration 59Q: 3 clusters Score -1019649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1019648.687500 Penalty: 4375.359863
	Iteration 60F: 3 clusters Score -1019649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1019650.437500 Penalty: 4375.359863
	Iteration 61Q: 3 clusters Score -1019650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1019651.562500 Penalty: 4375.359863
	Iteration 62Q: 3 clusters Score -1019652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1019652.187500 Penalty: 4375.359863
	Iteration 63Q: 3 clusters Score -1019652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1019655.812500 Penalty: 4375.359863
	Iteration 64Q: 3 clusters Score -1019656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1019657.187500 Penalty: 4375.359863
	Iteration 65Q: 3 clusters Score -1019657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1019657.187500 Penalty: 4375.359863
	Iteration 66Q: 3 clusters Score -1019657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1019656.312500 Penalty: 4375.359863
	Iteration 67Q: 3 clusters Score -1019656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1019657.750000 Penalty: 4375.359863
	Iteration 68Q: 3 clusters Score -1019658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1019657.562500 Penalty: 4375.359863
	Iteration 69Q: 3 clusters Score -1019658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1019658.500000 Penalty: 4375.359863
	Iteration 70Q: 3 clusters Score -1019658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1019658.562500 Penalty: 4375.359863
	Iteration 71Q: 3 clusters Score -1019659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1019658.562500 Penalty: 4375.359863
	Iteration 72F: 3 clusters Score -1019659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -456335.187500 Penalty: 1980.231201
	Iteration 0F: 2 clusters Score -456335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -453108.937500 Penalty: 3960.462402
	Iteration 0F: 3 clusters Score -453108.9 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -453846.375000 Penalty: 3960.462402
	Iteration 1F: 3 clusters Score -453846.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -454110.656250 Penalty: 3960.462402
	Iteration 2F: 3 clusters Score -454110.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -454342.937500 Penalty: 3960.462402
	Iteration 3F: 3 clusters Score -454342.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -454576.968750 Penalty: 3960.462402
	Iteration 4F: 3 clusters Score -454577 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -454747.375000 Penalty: 3960.462402
	Iteration 5F: 3 clusters Score -454747.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -454888.562500 Penalty: 3960.462402
	Iteration 6Q: 3 clusters Score -454888.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -454970.625000 Penalty: 3960.462402
	Iteration 7Q: 3 clusters Score -454970.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -455024.281250 Penalty: 3960.462402
	Iteration 8Q: 3 clusters Score -455024.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -455068.250000 Penalty: 3960.462402
	Iteration 9Q: 3 clusters Score -455068.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -455094.781250 Penalty: 3960.462402
	Iteration 10Q: 3 clusters Score -455094.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -455112.593750 Penalty: 3960.462402
	Iteration 11Q: 3 clusters Score -455112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -455121.968750 Penalty: 3960.462402
	Iteration 12Q: 3 clusters Score -455122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -455128.562500 Penalty: 3960.462402
	Iteration 13Q: 3 clusters Score -455128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -455130.781250 Penalty: 3960.462402
	Iteration 14Q: 3 clusters Score -455130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -455131.968750 Penalty: 3960.462402
	Iteration 15Q: 3 clusters Score -455132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -455132.875000 Penalty: 3960.462402
	Iteration 16Q: 3 clusters Score -455132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -455132.687500 Penalty: 3960.462402
	Iteration 17Q: 3 clusters Score -455132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -455135.781250 Penalty: 3960.462402
	Iteration 18Q: 3 clusters Score -455135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -455137.812500 Penalty: 3960.462402
	Iteration 19Q: 3 clusters Score -455137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -455138.593750 Penalty: 3960.462402
	Iteration 20F: 3 clusters Score -455138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Entering Unmasked Estep 
Score: -1520070.500000 Penalty: 2272.043457
	Iteration 0F: 2 clusters Score -1520070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1512757.000000 Penalty: 4544.086914
	Iteration 0F: 3 clusters Score -1512757 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1514849.125000 Penalty: 4544.086914
	Iteration 1F: 3 clusters Score -1514849 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1515288.125000 Penalty: 4544.086914
	Iteration 2F: 3 clusters Score -1515288 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1515717.625000 Penalty: 4544.086914
	Iteration 3F: 3 clusters Score -1515718 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1516207.250000 Penalty: 4544.086914
	Iteration 4F: 3 clusters Score -1516207 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1516771.375000 Penalty: 4544.086914
	Iteration 5F: 3 clusters Score -1516771 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1517275.375000 Penalty: 4544.086914
	Iteration 6F: 3 clusters Score -1517275 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1517703.250000 Penalty: 4544.086914
	Iteration 7F: 3 clusters Score -1517703 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1517947.250000 Penalty: 4544.086914
	Iteration 8Q: 3 clusters Score -1517947 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1518096.125000 Penalty: 4544.086914
	Iteration 9Q: 3 clusters Score -1518096 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1518196.375000 Penalty: 4544.086914
	Iteration 10Q: 3 clusters Score -1518196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1518251.125000 Penalty: 4544.086914
	Iteration 11Q: 3 clusters Score -1518251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1518278.500000 Penalty: 4544.086914
	Iteration 12Q: 3 clusters Score -1518278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1518290.250000 Penalty: 4544.086914
	Iteration 13Q: 3 clusters Score -1518290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1518302.750000 Penalty: 4544.086914
	Iteration 14Q: 3 clusters Score -1518303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1518313.250000 Penalty: 4544.086914
	Iteration 15Q: 3 clusters Score -1518313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1518321.250000 Penalty: 4544.086914
	Iteration 16Q: 3 clusters Score -1518321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1518324.875000 Penalty: 4544.086914
	Iteration 17Q: 3 clusters Score -1518325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1518330.375000 Penalty: 4544.086914
	Iteration 18Q: 3 clusters Score -1518330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1518331.500000 Penalty: 4544.086914
	Iteration 19Q: 3 clusters Score -1518332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1518332.250000 Penalty: 4544.086914
	Iteration 20F: 3 clusters Score -1518332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1518334.375000 Penalty: 4544.086914
	Iteration 21Q: 3 clusters Score -1518334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1518336.750000 Penalty: 4544.086914
	Iteration 22Q: 3 clusters Score -1518337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1518342.000000 Penalty: 4544.086914
	Iteration 23Q: 3 clusters Score -1518342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1518343.625000 Penalty: 4544.086914
	Iteration 24Q: 3 clusters Score -1518344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1518346.500000 Penalty: 4544.086914
	Iteration 25Q: 3 clusters Score -1518346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1518351.625000 Penalty: 4544.086914
	Iteration 26Q: 3 clusters Score -1518352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1518351.500000 Penalty: 4544.086914
	Iteration 27Q: 3 clusters Score -1518352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1518349.750000 Penalty: 4544.086914
	Iteration 28Q: 3 clusters Score -1518350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1518354.500000 Penalty: 4544.086914
	Iteration 29Q: 3 clusters Score -1518354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1518353.125000 Penalty: 4544.086914
	Iteration 30Q: 3 clusters Score -1518353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1518353.875000 Penalty: 4544.086914
	Iteration 31Q: 3 clusters Score -1518354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1518352.375000 Penalty: 4544.086914
	Iteration 32Q: 3 clusters Score -1518352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1518354.750000 Penalty: 4544.086914
	Iteration 33Q: 3 clusters Score -1518355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1518359.250000 Penalty: 4544.086914
	Iteration 34Q: 3 clusters Score -1518359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1518356.625000 Penalty: 4544.086914
	Iteration 35Q: 3 clusters Score -1518357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1518357.000000 Penalty: 4544.086914
	Iteration 36Q: 3 clusters Score -1518357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1518356.875000 Penalty: 4544.086914
	Iteration 37Q: 3 clusters Score -1518357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1518353.750000 Penalty: 4544.086914
	Iteration 38Q: 3 clusters Score -1518354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1518357.125000 Penalty: 4544.086914
	Iteration 39Q: 3 clusters Score -1518357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1518357.500000 Penalty: 4544.086914
	Iteration 40F: 3 clusters Score -1518358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1518360.625000 Penalty: 4544.086914
	Iteration 41Q: 3 clusters Score -1518361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1518362.625000 Penalty: 4544.086914
	Iteration 42Q: 3 clusters Score -1518363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1518362.750000 Penalty: 4544.086914
	Iteration 43Q: 3 clusters Score -1518363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1518361.875000 Penalty: 4544.086914
	Iteration 44Q: 3 clusters Score -1518362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1518361.875000 Penalty: 4544.086914
	Iteration 45F: 3 clusters Score -1518362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -692039.062500 Penalty: 2086.630127
	Iteration 0F: 2 clusters Score -692039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -687842.625000 Penalty: 4173.260254
	Iteration 0F: 3 clusters Score -687842.6 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -688922.625000 Penalty: 4173.260254
	Iteration 1F: 3 clusters Score -688922.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -689260.187500 Penalty: 4173.260254
	Iteration 2F: 3 clusters Score -689260.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -689593.500000 Penalty: 4173.260254
	Iteration 3F: 3 clusters Score -689593.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -689957.937500 Penalty: 4173.260254
	Iteration 4F: 3 clusters Score -689957.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -690391.187500 Penalty: 4173.260254
	Iteration 5F: 3 clusters Score -690391.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -690762.312500 Penalty: 4173.260254
	Iteration 6F: 3 clusters Score -690762.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -691017.750000 Penalty: 4173.260254
	Iteration 7Q: 3 clusters Score -691017.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -691171.875000 Penalty: 4173.260254
	Iteration 8Q: 3 clusters Score -691171.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -691249.687500 Penalty: 4173.260254
	Iteration 9Q: 3 clusters Score -691249.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -691312.500000 Penalty: 4173.260254
	Iteration 10Q: 3 clusters Score -691312.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -691376.562500 Penalty: 4173.260254
	Iteration 11Q: 3 clusters Score -691376.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -691419.750000 Penalty: 4173.260254
	Iteration 12Q: 3 clusters Score -691419.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -691454.000000 Penalty: 4173.260254
	Iteration 13Q: 3 clusters Score -691454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -691467.875000 Penalty: 4173.260254
	Iteration 14Q: 3 clusters Score -691467.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -691479.500000 Penalty: 4173.260254
	Iteration 15Q: 3 clusters Score -691479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -691490.000000 Penalty: 4173.260254
	Iteration 16Q: 3 clusters Score -691490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -691503.437500 Penalty: 4173.260254
	Iteration 17Q: 3 clusters Score -691503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -691514.625000 Penalty: 4173.260254
	Iteration 18Q: 3 clusters Score -691514.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -691522.750000 Penalty: 4173.260254
	Iteration 19Q: 3 clusters Score -691522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -691527.250000 Penalty: 4173.260254
	Iteration 20F: 3 clusters Score -691527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -691529.187500 Penalty: 4173.260254
	Iteration 21Q: 3 clusters Score -691529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -691531.625000 Penalty: 4173.260254
	Iteration 22Q: 3 clusters Score -691531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -691534.375000 Penalty: 4173.260254
	Iteration 23Q: 3 clusters Score -691534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -691534.687500 Penalty: 4173.260254
	Iteration 24Q: 3 clusters Score -691534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -691534.250000 Penalty: 4173.260254
	Iteration 25Q: 3 clusters Score -691534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -691534.250000 Penalty: 4173.260254
	Iteration 26F: 3 clusters Score -691534.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -1014167.687500 Penalty: 2188.884521
	Iteration 0F: 2 clusters Score -1014168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1008520.000000 Penalty: 4377.769043
	Iteration 0F: 3 clusters Score -1008520 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1010102.562500 Penalty: 4377.769043
	Iteration 1F: 3 clusters Score -1010103 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1010390.562500 Penalty: 4377.769043
	Iteration 2F: 3 clusters Score -1010391 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1010565.875000 Penalty: 4377.769043
	Iteration 3Q: 3 clusters Score -1010566 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1010681.375000 Penalty: 4377.769043
	Iteration 4Q: 3 clusters Score -1010681 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1010783.687500 Penalty: 4377.769043
	Iteration 5Q: 3 clusters Score -1010784 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1010868.562500 Penalty: 4377.769043
	Iteration 6Q: 3 clusters Score -1010869 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1010969.625000 Penalty: 4377.769043
	Iteration 7Q: 3 clusters Score -1010970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1011059.375000 Penalty: 4377.769043
	Iteration 8Q: 3 clusters Score -1011059 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1011158.312500 Penalty: 4377.769043
	Iteration 9Q: 3 clusters Score -1011158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1011260.375000 Penalty: 4377.769043
	Iteration 10Q: 3 clusters Score -1011260 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1011391.250000 Penalty: 4377.769043
	Iteration 11Q: 3 clusters Score -1011391 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1011557.312500 Penalty: 4377.769043
	Iteration 12Q: 3 clusters Score -1011557 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1011739.687500 Penalty: 4377.769043
	Iteration 13Q: 3 clusters Score -1011740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1011919.625000 Penalty: 4377.769043
	Iteration 14Q: 3 clusters Score -1011920 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1012119.437500 Penalty: 4377.769043
	Iteration 15Q: 3 clusters Score -1012119 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1012378.437500 Penalty: 4377.769043
	Iteration 16Q: 3 clusters Score -1012378 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1012637.437500 Penalty: 4377.769043
	Iteration 17Q: 3 clusters Score -1012637 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1012834.687500 Penalty: 4377.769043
	Iteration 18Q: 3 clusters Score -1012835 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1012954.937500 Penalty: 4377.769043
	Iteration 19Q: 3 clusters Score -1012955 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1013032.000000 Penalty: 4377.769043
	Iteration 20F: 3 clusters Score -1013032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1013076.625000 Penalty: 4377.769043
	Iteration 21Q: 3 clusters Score -1013077 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1013109.000000 Penalty: 4377.769043
	Iteration 22Q: 3 clusters Score -1013109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1013120.937500 Penalty: 4377.769043
	Iteration 23Q: 3 clusters Score -1013121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1013130.187500 Penalty: 4377.769043
	Iteration 24Q: 3 clusters Score -1013130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1013135.062500 Penalty: 4377.769043
	Iteration 25Q: 3 clusters Score -1013135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1013141.437500 Penalty: 4377.769043
	Iteration 26Q: 3 clusters Score -1013141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1013144.562500 Penalty: 4377.769043
	Iteration 27Q: 3 clusters Score -1013145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1013144.312500 Penalty: 4377.769043
	Iteration 28Q: 3 clusters Score -1013144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1013148.812500 Penalty: 4377.769043
	Iteration 29Q: 3 clusters Score -1013149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1013151.812500 Penalty: 4377.769043
	Iteration 30Q: 3 clusters Score -1013152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1013153.125000 Penalty: 4377.769043
	Iteration 31Q: 3 clusters Score -1013153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1013158.312500 Penalty: 4377.769043
	Iteration 32Q: 3 clusters Score -1013158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1013160.437500 Penalty: 4377.769043
	Iteration 33Q: 3 clusters Score -1013160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1013161.625000 Penalty: 4377.769043
	Iteration 34Q: 3 clusters Score -1013162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1013160.687500 Penalty: 4377.769043
	Iteration 35Q: 3 clusters Score -1013161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1013163.750000 Penalty: 4377.769043
	Iteration 36Q: 3 clusters Score -1013164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1013163.750000 Penalty: 4377.769043
	Iteration 37F: 3 clusters Score -1013164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132594.203125 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132594.2 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 482 members 
Entering Unmasked Estep 
Score: -130739.992188 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -130740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131072.703125 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131072.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -131271.390625 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -131271.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131477.843750 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -131477.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131784.281250 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -131784.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -132514.078125 Penalty: 3380.013184
	Iteration 5F: 3 clusters Score -132514.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133096.343750 Penalty: 3380.013184
	Iteration 6F: 3 clusters Score -133096.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133397.750000 Penalty: 3380.013184
	Iteration 7F: 3 clusters Score -133397.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133571.375000 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -133571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133623.078125 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -133623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133639.093750 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -133639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133644.000000 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -133644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133644.000000 Penalty: 3380.013184
	Iteration 12F: 3 clusters Score -133644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 8168 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 78314 members 
Mstep: Class 7 contains 81755 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 47164 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 229 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 50441 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 80727 members 
Mstep: Class 17 contains 14429 members 
Mstep: Class 18 contains 9282 members 
Mstep: Class 19 contains 29374 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 95586 members 
Mstep: Class 26 contains 13834 members 
Mstep: Class 27 contains 7546 members 
Mstep: Class 28 contains 88464 members 
Mstep: Class 29 contains 28703 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 6777 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 9523 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 6810 members 
Mstep: Class 37 contains 269 members 
Mstep: Class 38 contains 3858 members 
Mstep: Class 39 contains 9061 members 
Mstep: Class 40 contains 2498 members 
Mstep: Class 41 contains 14722 members 
Mstep: Class 42 contains 21700 members 
Mstep: Class 43 contains 7287 members 
Mstep: Class 44 contains 9719 members 
Mstep: Class 45 contains 8622 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 792 members 
Mstep: Class 48 contains 11502 members 
Mstep: Class 49 contains 10226 members 
Mstep: Class 50 contains 13518 members 
Mstep: Class 51 contains 3472 members 
Mstep: Class 52 contains 2424 members 
Mstep: Class 53 contains 4562 members 
Mstep: Class 54 contains 3651 members 
Mstep: Class 55 contains 5909 members 
Mstep: Class 56 contains 502 members 
Mstep: Class 57 contains 42235 members 
Mstep: Class 58 contains 3118 members 
Mstep: Class 59 contains 5555 members 
Mstep: Class 60 contains 4037 members 
Mstep: Class 61 contains 5757 members 
Mstep: Class 62 contains 642 members 
Entering Unmasked Estep 
Score: -151895360.000000 Penalty: 212414.656250
Splitting cluster 37 changes total score from -151896096.000000 to -151895360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -533287.625000 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -533287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -529484.187500 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -529484.2 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -530576.312500 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -530576.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -531095.562500 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -531095.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -531661.687500 Penalty: 4095.920410
	Iteration 3F: 3 clusters Score -531661.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -532088.000000 Penalty: 4095.920410
	Iteration 4F: 3 clusters Score -532088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -532323.000000 Penalty: 4095.920410
	Iteration 5F: 3 clusters Score -532323 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -532450.125000 Penalty: 4095.920410
	Iteration 6Q: 3 clusters Score -532450.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -532518.937500 Penalty: 4095.920410
	Iteration 7Q: 3 clusters Score -532518.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -532563.562500 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -532563.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -532593.125000 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -532593.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -532616.875000 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -532616.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -532631.562500 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -532631.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -532642.187500 Penalty: 4095.920410
	Iteration 12Q: 3 clusters Score -532642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -532649.500000 Penalty: 4095.920410
	Iteration 13Q: 3 clusters Score -532649.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -532652.500000 Penalty: 4095.920410
	Iteration 14Q: 3 clusters Score -532652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -532656.312500 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -532656.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -532659.375000 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -532659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -532661.500000 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -532661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -532663.875000 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -532663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -532664.312500 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -532664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -532665.437500 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -532665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -532666.375000 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -532666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -532666.937500 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -532666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -532669.000000 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -532669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -532668.125000 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -532668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -532668.125000 Penalty: 4095.920410
	Iteration 25F: 3 clusters Score -532668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Entering Unmasked Estep 
Score: -1363031.625000 Penalty: 2259.710205
	Iteration 0F: 2 clusters Score -1363032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1356010.625000 Penalty: 4519.420410
	Iteration 0F: 3 clusters Score -1356011 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1358047.750000 Penalty: 4519.420410
	Iteration 1F: 3 clusters Score -1358048 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1358405.125000 Penalty: 4519.420410
	Iteration 2F: 3 clusters Score -1358405 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1358703.000000 Penalty: 4519.420410
	Iteration 3F: 3 clusters Score -1358703 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1358981.000000 Penalty: 4519.420410
	Iteration 4Q: 3 clusters Score -1358981 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1359233.375000 Penalty: 4519.420410
	Iteration 5Q: 3 clusters Score -1359233 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1359509.250000 Penalty: 4519.420410
	Iteration 6Q: 3 clusters Score -1359509 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1359763.500000 Penalty: 4519.420410
	Iteration 7Q: 3 clusters Score -1359764 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1359955.250000 Penalty: 4519.420410
	Iteration 8Q: 3 clusters Score -1359955 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1360114.625000 Penalty: 4519.420410
	Iteration 9Q: 3 clusters Score -1360115 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1360261.875000 Penalty: 4519.420410
	Iteration 10Q: 3 clusters Score -1360262 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1360352.000000 Penalty: 4519.420410
	Iteration 11Q: 3 clusters Score -1360352 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1360438.875000 Penalty: 4519.420410
	Iteration 12Q: 3 clusters Score -1360439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1360526.625000 Penalty: 4519.420410
	Iteration 13Q: 3 clusters Score -1360527 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1360593.500000 Penalty: 4519.420410
	Iteration 14Q: 3 clusters Score -1360594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1360646.625000 Penalty: 4519.420410
	Iteration 15Q: 3 clusters Score -1360647 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1360687.500000 Penalty: 4519.420410
	Iteration 16Q: 3 clusters Score -1360688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1360717.500000 Penalty: 4519.420410
	Iteration 17Q: 3 clusters Score -1360718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1360752.250000 Penalty: 4519.420410
	Iteration 18Q: 3 clusters Score -1360752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1360800.875000 Penalty: 4519.420410
	Iteration 19Q: 3 clusters Score -1360801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1360840.875000 Penalty: 4519.420410
	Iteration 20F: 3 clusters Score -1360841 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1360877.375000 Penalty: 4519.420410
	Iteration 21Q: 3 clusters Score -1360877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1360915.125000 Penalty: 4519.420410
	Iteration 22Q: 3 clusters Score -1360915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1360949.375000 Penalty: 4519.420410
	Iteration 23Q: 3 clusters Score -1360949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1360986.625000 Penalty: 4519.420410
	Iteration 24Q: 3 clusters Score -1360987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1361013.250000 Penalty: 4519.420410
	Iteration 25Q: 3 clusters Score -1361013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1361045.125000 Penalty: 4519.420410
	Iteration 26Q: 3 clusters Score -1361045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1361071.875000 Penalty: 4519.420410
	Iteration 27Q: 3 clusters Score -1361072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1361100.125000 Penalty: 4519.420410
	Iteration 28Q: 3 clusters Score -1361100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1361132.625000 Penalty: 4519.420410
	Iteration 29Q: 3 clusters Score -1361133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1361165.625000 Penalty: 4519.420410
	Iteration 30Q: 3 clusters Score -1361166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1361214.250000 Penalty: 4519.420410
	Iteration 31Q: 3 clusters Score -1361214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1361254.625000 Penalty: 4519.420410
	Iteration 32Q: 3 clusters Score -1361255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1361280.875000 Penalty: 4519.420410
	Iteration 33Q: 3 clusters Score -1361281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1361309.000000 Penalty: 4519.420410
	Iteration 34Q: 3 clusters Score -1361309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1361336.750000 Penalty: 4519.420410
	Iteration 35Q: 3 clusters Score -1361337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1361356.250000 Penalty: 4519.420410
	Iteration 36Q: 3 clusters Score -1361356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1361377.375000 Penalty: 4519.420410
	Iteration 37Q: 3 clusters Score -1361377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1361400.625000 Penalty: 4519.420410
	Iteration 38Q: 3 clusters Score -1361401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1361429.250000 Penalty: 4519.420410
	Iteration 39Q: 3 clusters Score -1361429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1361472.875000 Penalty: 4519.420410
	Iteration 40F: 3 clusters Score -1361473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1361529.125000 Penalty: 4519.420410
	Iteration 41Q: 3 clusters Score -1361529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1361601.250000 Penalty: 4519.420410
	Iteration 42Q: 3 clusters Score -1361601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1361669.875000 Penalty: 4519.420410
	Iteration 43Q: 3 clusters Score -1361670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1361730.250000 Penalty: 4519.420410
	Iteration 44Q: 3 clusters Score -1361730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1361796.375000 Penalty: 4519.420410
	Iteration 45Q: 3 clusters Score -1361796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1361841.000000 Penalty: 4519.420410
	Iteration 46Q: 3 clusters Score -1361841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1361869.875000 Penalty: 4519.420410
	Iteration 47Q: 3 clusters Score -1361870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1361887.500000 Penalty: 4519.420410
	Iteration 48Q: 3 clusters Score -1361888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1361902.625000 Penalty: 4519.420410
	Iteration 49Q: 3 clusters Score -1361903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1361911.625000 Penalty: 4519.420410
	Iteration 50Q: 3 clusters Score -1361912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1361920.625000 Penalty: 4519.420410
	Iteration 51Q: 3 clusters Score -1361921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1361925.125000 Penalty: 4519.420410
	Iteration 52Q: 3 clusters Score -1361925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1361926.750000 Penalty: 4519.420410
	Iteration 53Q: 3 clusters Score -1361927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1361932.500000 Penalty: 4519.420410
	Iteration 54Q: 3 clusters Score -1361932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1361932.000000 Penalty: 4519.420410
	Iteration 55Q: 3 clusters Score -1361932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1361934.375000 Penalty: 4519.420410
	Iteration 56Q: 3 clusters Score -1361934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1361932.500000 Penalty: 4519.420410
	Iteration 57Q: 3 clusters Score -1361932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1361934.250000 Penalty: 4519.420410
	Iteration 58Q: 3 clusters Score -1361934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1361933.000000 Penalty: 4519.420410
	Iteration 59Q: 3 clusters Score -1361933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1361932.000000 Penalty: 4519.420410
	Iteration 60F: 3 clusters Score -1361932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1361933.375000 Penalty: 4519.420410
	Iteration 61Q: 3 clusters Score -1361933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1361938.375000 Penalty: 4519.420410
	Iteration 62Q: 3 clusters Score -1361938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1361939.375000 Penalty: 4519.420410
	Iteration 63Q: 3 clusters Score -1361939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1361936.875000 Penalty: 4519.420410
	Iteration 64Q: 3 clusters Score -1361937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1361936.875000 Penalty: 4519.420410
	Iteration 65F: 3 clusters Score -1361937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -368914.968750 Penalty: 1940.164917
	Iteration 0F: 2 clusters Score -368915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -366001.468750 Penalty: 3880.329834
	Iteration 0F: 3 clusters Score -366001.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -366562.062500 Penalty: 3880.329834
	Iteration 1F: 3 clusters Score -366562.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366669.156250 Penalty: 3880.329834
	Iteration 2F: 3 clusters Score -366669.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366738.156250 Penalty: 3880.329834
	Iteration 3Q: 3 clusters Score -366738.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366790.937500 Penalty: 3880.329834
	Iteration 4Q: 3 clusters Score -366790.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366838.437500 Penalty: 3880.329834
	Iteration 5Q: 3 clusters Score -366838.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -366887.750000 Penalty: 3880.329834
	Iteration 6Q: 3 clusters Score -366887.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -366927.156250 Penalty: 3880.329834
	Iteration 7Q: 3 clusters Score -366927.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -366954.000000 Penalty: 3880.329834
	Iteration 8Q: 3 clusters Score -366954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -366971.375000 Penalty: 3880.329834
	Iteration 9Q: 3 clusters Score -366971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -366981.718750 Penalty: 3880.329834
	Iteration 10Q: 3 clusters Score -366981.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366994.000000 Penalty: 3880.329834
	Iteration 11Q: 3 clusters Score -366994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -367006.218750 Penalty: 3880.329834
	Iteration 12Q: 3 clusters Score -367006.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -367018.593750 Penalty: 3880.329834
	Iteration 13Q: 3 clusters Score -367018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -367030.031250 Penalty: 3880.329834
	Iteration 14Q: 3 clusters Score -367030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -367037.437500 Penalty: 3880.329834
	Iteration 15Q: 3 clusters Score -367037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -367041.593750 Penalty: 3880.329834
	Iteration 16Q: 3 clusters Score -367041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -367047.625000 Penalty: 3880.329834
	Iteration 17Q: 3 clusters Score -367047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -367054.218750 Penalty: 3880.329834
	Iteration 18Q: 3 clusters Score -367054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -367063.937500 Penalty: 3880.329834
	Iteration 19Q: 3 clusters Score -367063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -367075.281250 Penalty: 3880.329834
	Iteration 20F: 3 clusters Score -367075.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -367085.687500 Penalty: 3880.329834
	Iteration 21Q: 3 clusters Score -367085.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -367100.656250 Penalty: 3880.329834
	Iteration 22Q: 3 clusters Score -367100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -367112.375000 Penalty: 3880.329834
	Iteration 23Q: 3 clusters Score -367112.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -367128.781250 Penalty: 3880.329834
	Iteration 24Q: 3 clusters Score -367128.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -367143.437500 Penalty: 3880.329834
	Iteration 25Q: 3 clusters Score -367143.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367158.093750 Penalty: 3880.329834
	Iteration 26Q: 3 clusters Score -367158.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -367175.843750 Penalty: 3880.329834
	Iteration 27Q: 3 clusters Score -367175.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -367202.000000 Penalty: 3880.329834
	Iteration 28Q: 3 clusters Score -367202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367223.687500 Penalty: 3880.329834
	Iteration 29Q: 3 clusters Score -367223.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -367245.187500 Penalty: 3880.329834
	Iteration 30Q: 3 clusters Score -367245.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -367268.000000 Penalty: 3880.329834
	Iteration 31Q: 3 clusters Score -367268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -367288.218750 Penalty: 3880.329834
	Iteration 32Q: 3 clusters Score -367288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -367310.125000 Penalty: 3880.329834
	Iteration 33Q: 3 clusters Score -367310.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -367336.281250 Penalty: 3880.329834
	Iteration 34Q: 3 clusters Score -367336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -367357.437500 Penalty: 3880.329834
	Iteration 35Q: 3 clusters Score -367357.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -367372.531250 Penalty: 3880.329834
	Iteration 36Q: 3 clusters Score -367372.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -367382.968750 Penalty: 3880.329834
	Iteration 37Q: 3 clusters Score -367383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -367393.343750 Penalty: 3880.329834
	Iteration 38Q: 3 clusters Score -367393.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367404.843750 Penalty: 3880.329834
	Iteration 39Q: 3 clusters Score -367404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -367413.000000 Penalty: 3880.329834
	Iteration 40F: 3 clusters Score -367413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -367422.156250 Penalty: 3880.329834
	Iteration 41Q: 3 clusters Score -367422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -367432.906250 Penalty: 3880.329834
	Iteration 42Q: 3 clusters Score -367432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -367442.468750 Penalty: 3880.329834
	Iteration 43Q: 3 clusters Score -367442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -367451.375000 Penalty: 3880.329834
	Iteration 44Q: 3 clusters Score -367451.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -367458.500000 Penalty: 3880.329834
	Iteration 45Q: 3 clusters Score -367458.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -367466.406250 Penalty: 3880.329834
	Iteration 46Q: 3 clusters Score -367466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -367470.593750 Penalty: 3880.329834
	Iteration 47Q: 3 clusters Score -367470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -367476.343750 Penalty: 3880.329834
	Iteration 48Q: 3 clusters Score -367476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -367479.375000 Penalty: 3880.329834
	Iteration 49Q: 3 clusters Score -367479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -367480.906250 Penalty: 3880.329834
	Iteration 50Q: 3 clusters Score -367480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -367482.125000 Penalty: 3880.329834
	Iteration 51Q: 3 clusters Score -367482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -367482.125000 Penalty: 3880.329834
	Iteration 52F: 3 clusters Score -367482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Entering Unmasked Estep 
Score: -2295916.750000 Penalty: 2380.080322
	Iteration 0F: 2 clusters Score -2295917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2285292.750000 Penalty: 4760.160645
	Iteration 0F: 3 clusters Score -2285293 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2288520.250000 Penalty: 4760.160645
	Iteration 1F: 3 clusters Score -2288520 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2288831.500000 Penalty: 4760.160645
	Iteration 2F: 3 clusters Score -2288832 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2289121.750000 Penalty: 4760.160645
	Iteration 3Q: 3 clusters Score -2289122 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2289407.500000 Penalty: 4760.160645
	Iteration 4Q: 3 clusters Score -2289408 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2289699.250000 Penalty: 4760.160645
	Iteration 5Q: 3 clusters Score -2289699 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2290029.000000 Penalty: 4760.160645
	Iteration 6Q: 3 clusters Score -2290029 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2290358.250000 Penalty: 4760.160645
	Iteration 7Q: 3 clusters Score -2290358 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2290800.000000 Penalty: 4760.160645
	Iteration 8Q: 3 clusters Score -2290800 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2291448.250000 Penalty: 4760.160645
	Iteration 9F: 3 clusters Score -2291448 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2292382.500000 Penalty: 4760.160645
	Iteration 10F: 3 clusters Score -2292382 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2293374.750000 Penalty: 4760.160645
	Iteration 11F: 3 clusters Score -2293375 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2294109.750000 Penalty: 4760.160645
	Iteration 12Q: 3 clusters Score -2294110 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2294538.000000 Penalty: 4760.160645
	Iteration 13Q: 3 clusters Score -2294538 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2294778.750000 Penalty: 4760.160645
	Iteration 14Q: 3 clusters Score -2294779 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2294923.750000 Penalty: 4760.160645
	Iteration 15Q: 3 clusters Score -2294924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2295015.750000 Penalty: 4760.160645
	Iteration 16Q: 3 clusters Score -2295016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2295090.000000 Penalty: 4760.160645
	Iteration 17Q: 3 clusters Score -2295090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2295152.500000 Penalty: 4760.160645
	Iteration 18Q: 3 clusters Score -2295152 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2295196.750000 Penalty: 4760.160645
	Iteration 19Q: 3 clusters Score -2295197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2295233.000000 Penalty: 4760.160645
	Iteration 20F: 3 clusters Score -2295233 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2295251.750000 Penalty: 4760.160645
	Iteration 21Q: 3 clusters Score -2295252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2295272.500000 Penalty: 4760.160645
	Iteration 22Q: 3 clusters Score -2295272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2295282.500000 Penalty: 4760.160645
	Iteration 23Q: 3 clusters Score -2295282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2295299.000000 Penalty: 4760.160645
	Iteration 24Q: 3 clusters Score -2295299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2295316.000000 Penalty: 4760.160645
	Iteration 25Q: 3 clusters Score -2295316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2295332.750000 Penalty: 4760.160645
	Iteration 26Q: 3 clusters Score -2295333 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2295347.750000 Penalty: 4760.160645
	Iteration 27Q: 3 clusters Score -2295348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2295365.000000 Penalty: 4760.160645
	Iteration 28Q: 3 clusters Score -2295365 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2295383.250000 Penalty: 4760.160645
	Iteration 29Q: 3 clusters Score -2295383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2295393.500000 Penalty: 4760.160645
	Iteration 30Q: 3 clusters Score -2295394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2295411.750000 Penalty: 4760.160645
	Iteration 31Q: 3 clusters Score -2295412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2295415.000000 Penalty: 4760.160645
	Iteration 32Q: 3 clusters Score -2295415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2295425.750000 Penalty: 4760.160645
	Iteration 33Q: 3 clusters Score -2295426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2295435.000000 Penalty: 4760.160645
	Iteration 34Q: 3 clusters Score -2295435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2295447.500000 Penalty: 4760.160645
	Iteration 35Q: 3 clusters Score -2295448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2295458.000000 Penalty: 4760.160645
	Iteration 36Q: 3 clusters Score -2295458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2295460.750000 Penalty: 4760.160645
	Iteration 37Q: 3 clusters Score -2295461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2295467.500000 Penalty: 4760.160645
	Iteration 38Q: 3 clusters Score -2295468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2295470.500000 Penalty: 4760.160645
	Iteration 39Q: 3 clusters Score -2295470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2295482.750000 Penalty: 4760.160645
	Iteration 40F: 3 clusters Score -2295483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2295480.250000 Penalty: 4760.160645
	Iteration 41Q: 3 clusters Score -2295480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2295486.250000 Penalty: 4760.160645
	Iteration 42Q: 3 clusters Score -2295486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2295486.000000 Penalty: 4760.160645
	Iteration 43Q: 3 clusters Score -2295486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2295490.000000 Penalty: 4760.160645
	Iteration 44Q: 3 clusters Score -2295490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2295494.250000 Penalty: 4760.160645
	Iteration 45Q: 3 clusters Score -2295494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2295497.750000 Penalty: 4760.160645
	Iteration 46Q: 3 clusters Score -2295498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2295503.750000 Penalty: 4760.160645
	Iteration 47Q: 3 clusters Score -2295504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2295501.500000 Penalty: 4760.160645
	Iteration 48Q: 3 clusters Score -2295502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2295508.750000 Penalty: 4760.160645
	Iteration 49Q: 3 clusters Score -2295509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2295515.500000 Penalty: 4760.160645
	Iteration 50Q: 3 clusters Score -2295516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2295506.000000 Penalty: 4760.160645
	Iteration 51Q: 3 clusters Score -2295506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2295518.250000 Penalty: 4760.160645
	Iteration 52Q: 3 clusters Score -2295518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2295511.750000 Penalty: 4760.160645
	Iteration 53Q: 3 clusters Score -2295512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2295518.750000 Penalty: 4760.160645
	Iteration 54Q: 3 clusters Score -2295519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2295525.000000 Penalty: 4760.160645
	Iteration 55Q: 3 clusters Score -2295525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2295526.000000 Penalty: 4760.160645
	Iteration 56Q: 3 clusters Score -2295526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2295523.500000 Penalty: 4760.160645
	Iteration 57Q: 3 clusters Score -2295524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2295525.500000 Penalty: 4760.160645
	Iteration 58Q: 3 clusters Score -2295526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2295518.500000 Penalty: 4760.160645
	Iteration 59Q: 3 clusters Score -2295518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2295524.250000 Penalty: 4760.160645
	Iteration 60F: 3 clusters Score -2295524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2295523.500000 Penalty: 4760.160645
	Iteration 61Q: 3 clusters Score -2295524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2295522.000000 Penalty: 4760.160645
	Iteration 62Q: 3 clusters Score -2295522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2295524.250000 Penalty: 4760.160645
	Iteration 63Q: 3 clusters Score -2295524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2295524.500000 Penalty: 4760.160645
	Iteration 64Q: 3 clusters Score -2295524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2295529.250000 Penalty: 4760.160645
	Iteration 65Q: 3 clusters Score -2295529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2295528.750000 Penalty: 4760.160645
	Iteration 66Q: 3 clusters Score -2295529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2295528.750000 Penalty: 4760.160645
	Iteration 67F: 3 clusters Score -2295529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (21700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Entering Unmasked Estep 
Score: -3222661.750000 Penalty: 2476.296631
	Iteration 0F: 2 clusters Score -3222662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3207499.500000 Penalty: 4952.593262
	Iteration 0F: 3 clusters Score -3207500 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3212796.250000 Penalty: 4952.593262
	Iteration 1F: 3 clusters Score -3212796 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3213513.250000 Penalty: 4952.593262
	Iteration 2F: 3 clusters Score -3213513 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3214240.000000 Penalty: 4952.593262
	Iteration 3F: 3 clusters Score -3214240 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3214978.000000 Penalty: 4952.593262
	Iteration 4F: 3 clusters Score -3214978 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3215688.500000 Penalty: 4952.593262
	Iteration 5F: 3 clusters Score -3215688 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3216362.750000 Penalty: 4952.593262
	Iteration 6F: 3 clusters Score -3216363 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3216881.500000 Penalty: 4952.593262
	Iteration 7Q: 3 clusters Score -3216882 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3217253.000000 Penalty: 4952.593262
	Iteration 8Q: 3 clusters Score -3217253 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3217542.250000 Penalty: 4952.593262
	Iteration 9Q: 3 clusters Score -3217542 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3217787.000000 Penalty: 4952.593262
	Iteration 10Q: 3 clusters Score -3217787 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3217989.500000 Penalty: 4952.593262
	Iteration 11Q: 3 clusters Score -3217990 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3218165.000000 Penalty: 4952.593262
	Iteration 12Q: 3 clusters Score -3218165 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3218314.000000 Penalty: 4952.593262
	Iteration 13Q: 3 clusters Score -3218314 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3218466.250000 Penalty: 4952.593262
	Iteration 14Q: 3 clusters Score -3218466 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3218618.250000 Penalty: 4952.593262
	Iteration 15Q: 3 clusters Score -3218618 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3218750.000000 Penalty: 4952.593262
	Iteration 16Q: 3 clusters Score -3218750 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3218865.000000 Penalty: 4952.593262
	Iteration 17Q: 3 clusters Score -3218865 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3219001.500000 Penalty: 4952.593262
	Iteration 18Q: 3 clusters Score -3219002 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3219142.500000 Penalty: 4952.593262
	Iteration 19Q: 3 clusters Score -3219142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3219289.500000 Penalty: 4952.593262
	Iteration 20F: 3 clusters Score -3219290 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3219421.500000 Penalty: 4952.593262
	Iteration 21Q: 3 clusters Score -3219422 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3219562.750000 Penalty: 4952.593262
	Iteration 22Q: 3 clusters Score -3219563 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3219727.750000 Penalty: 4952.593262
	Iteration 23Q: 3 clusters Score -3219728 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3219862.000000 Penalty: 4952.593262
	Iteration 24Q: 3 clusters Score -3219862 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3219985.750000 Penalty: 4952.593262
	Iteration 25Q: 3 clusters Score -3219986 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3220107.750000 Penalty: 4952.593262
	Iteration 26Q: 3 clusters Score -3220108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3220225.250000 Penalty: 4952.593262
	Iteration 27Q: 3 clusters Score -3220225 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3220311.000000 Penalty: 4952.593262
	Iteration 28Q: 3 clusters Score -3220311 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3220398.000000 Penalty: 4952.593262
	Iteration 29Q: 3 clusters Score -3220398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3220457.250000 Penalty: 4952.593262
	Iteration 30Q: 3 clusters Score -3220457 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3220524.000000 Penalty: 4952.593262
	Iteration 31Q: 3 clusters Score -3220524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3220558.750000 Penalty: 4952.593262
	Iteration 32Q: 3 clusters Score -3220559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3220592.500000 Penalty: 4952.593262
	Iteration 33Q: 3 clusters Score -3220592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3220624.250000 Penalty: 4952.593262
	Iteration 34Q: 3 clusters Score -3220624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3220650.250000 Penalty: 4952.593262
	Iteration 35Q: 3 clusters Score -3220650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3220659.000000 Penalty: 4952.593262
	Iteration 36Q: 3 clusters Score -3220659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3220671.000000 Penalty: 4952.593262
	Iteration 37Q: 3 clusters Score -3220671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3220679.750000 Penalty: 4952.593262
	Iteration 38Q: 3 clusters Score -3220680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3220685.000000 Penalty: 4952.593262
	Iteration 39Q: 3 clusters Score -3220685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3220700.500000 Penalty: 4952.593262
	Iteration 40F: 3 clusters Score -3220700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3220699.250000 Penalty: 4952.593262
	Iteration 41Q: 3 clusters Score -3220699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3220705.750000 Penalty: 4952.593262
	Iteration 42Q: 3 clusters Score -3220706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3220707.500000 Penalty: 4952.593262
	Iteration 43Q: 3 clusters Score -3220708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3220714.000000 Penalty: 4952.593262
	Iteration 44Q: 3 clusters Score -3220714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3220719.750000 Penalty: 4952.593262
	Iteration 45Q: 3 clusters Score -3220720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3220729.000000 Penalty: 4952.593262
	Iteration 46Q: 3 clusters Score -3220729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3220739.000000 Penalty: 4952.593262
	Iteration 47Q: 3 clusters Score -3220739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3220744.250000 Penalty: 4952.593262
	Iteration 48Q: 3 clusters Score -3220744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3220741.750000 Penalty: 4952.593262
	Iteration 49Q: 3 clusters Score -3220742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3220745.000000 Penalty: 4952.593262
	Iteration 50Q: 3 clusters Score -3220745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3220750.000000 Penalty: 4952.593262
	Iteration 51Q: 3 clusters Score -3220750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3220748.000000 Penalty: 4952.593262
	Iteration 52Q: 3 clusters Score -3220748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3220755.250000 Penalty: 4952.593262
	Iteration 53Q: 3 clusters Score -3220755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3220757.000000 Penalty: 4952.593262
	Iteration 54Q: 3 clusters Score -3220757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3220755.250000 Penalty: 4952.593262
	Iteration 55Q: 3 clusters Score -3220755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3220755.250000 Penalty: 4952.593262
	Iteration 56F: 3 clusters Score -3220755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -1131229.250000 Penalty: 2205.674072
	Iteration 0F: 2 clusters Score -1131229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1125289.875000 Penalty: 4411.348145
	Iteration 0F: 3 clusters Score -1125290 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1126910.875000 Penalty: 4411.348145
	Iteration 1F: 3 clusters Score -1126911 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1127358.625000 Penalty: 4411.348145
	Iteration 2F: 3 clusters Score -1127359 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1127736.125000 Penalty: 4411.348145
	Iteration 3F: 3 clusters Score -1127736 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1128129.500000 Penalty: 4411.348145
	Iteration 4F: 3 clusters Score -1128130 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1128473.000000 Penalty: 4411.348145
	Iteration 5F: 3 clusters Score -1128473 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1128752.250000 Penalty: 4411.348145
	Iteration 6F: 3 clusters Score -1128752 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1128951.750000 Penalty: 4411.348145
	Iteration 7Q: 3 clusters Score -1128952 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1129089.250000 Penalty: 4411.348145
	Iteration 8Q: 3 clusters Score -1129089 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1129163.250000 Penalty: 4411.348145
	Iteration 9Q: 3 clusters Score -1129163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1129201.750000 Penalty: 4411.348145
	Iteration 10Q: 3 clusters Score -1129202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1129224.250000 Penalty: 4411.348145
	Iteration 11Q: 3 clusters Score -1129224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1129240.375000 Penalty: 4411.348145
	Iteration 12Q: 3 clusters Score -1129240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1129252.625000 Penalty: 4411.348145
	Iteration 13Q: 3 clusters Score -1129253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1129253.875000 Penalty: 4411.348145
	Iteration 14Q: 3 clusters Score -1129254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1129254.125000 Penalty: 4411.348145
	Iteration 15Q: 3 clusters Score -1129254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1129257.875000 Penalty: 4411.348145
	Iteration 16Q: 3 clusters Score -1129258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1129260.625000 Penalty: 4411.348145
	Iteration 17Q: 3 clusters Score -1129261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1129259.125000 Penalty: 4411.348145
	Iteration 18Q: 3 clusters Score -1129259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1129259.125000 Penalty: 4411.348145
	Iteration 19F: 3 clusters Score -1129259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (9719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Entering Unmasked Estep 
Score: -1514539.625000 Penalty: 2277.095947
	Iteration 0F: 2 clusters Score -1514540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1507062.750000 Penalty: 4554.191895
	Iteration 0F: 3 clusters Score -1507063 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1509365.000000 Penalty: 4554.191895
	Iteration 1F: 3 clusters Score -1509365 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1509747.750000 Penalty: 4554.191895
	Iteration 2F: 3 clusters Score -1509748 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1510050.375000 Penalty: 4554.191895
	Iteration 3F: 3 clusters Score -1510050 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1510281.500000 Penalty: 4554.191895
	Iteration 4Q: 3 clusters Score -1510282 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1510479.000000 Penalty: 4554.191895
	Iteration 5Q: 3 clusters Score -1510479 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1510631.750000 Penalty: 4554.191895
	Iteration 6Q: 3 clusters Score -1510632 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1510763.625000 Penalty: 4554.191895
	Iteration 7Q: 3 clusters Score -1510764 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1510892.375000 Penalty: 4554.191895
	Iteration 8Q: 3 clusters Score -1510892 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1510999.125000 Penalty: 4554.191895
	Iteration 9Q: 3 clusters Score -1510999 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1511091.375000 Penalty: 4554.191895
	Iteration 10Q: 3 clusters Score -1511091 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1511178.500000 Penalty: 4554.191895
	Iteration 11Q: 3 clusters Score -1511178 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1511255.000000 Penalty: 4554.191895
	Iteration 12Q: 3 clusters Score -1511255 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1511308.500000 Penalty: 4554.191895
	Iteration 13Q: 3 clusters Score -1511308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1511344.750000 Penalty: 4554.191895
	Iteration 14Q: 3 clusters Score -1511345 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1511370.000000 Penalty: 4554.191895
	Iteration 15Q: 3 clusters Score -1511370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1511387.250000 Penalty: 4554.191895
	Iteration 16Q: 3 clusters Score -1511387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1511403.250000 Penalty: 4554.191895
	Iteration 17Q: 3 clusters Score -1511403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1511417.250000 Penalty: 4554.191895
	Iteration 18Q: 3 clusters Score -1511417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1511424.875000 Penalty: 4554.191895
	Iteration 19Q: 3 clusters Score -1511425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1511441.750000 Penalty: 4554.191895
	Iteration 20F: 3 clusters Score -1511442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1511447.750000 Penalty: 4554.191895
	Iteration 21Q: 3 clusters Score -1511448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1511458.375000 Penalty: 4554.191895
	Iteration 22Q: 3 clusters Score -1511458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1511463.375000 Penalty: 4554.191895
	Iteration 23Q: 3 clusters Score -1511463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1511468.125000 Penalty: 4554.191895
	Iteration 24Q: 3 clusters Score -1511468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1511477.625000 Penalty: 4554.191895
	Iteration 25Q: 3 clusters Score -1511478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1511481.000000 Penalty: 4554.191895
	Iteration 26Q: 3 clusters Score -1511481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1511487.625000 Penalty: 4554.191895
	Iteration 27Q: 3 clusters Score -1511488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1511492.000000 Penalty: 4554.191895
	Iteration 28Q: 3 clusters Score -1511492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1511490.250000 Penalty: 4554.191895
	Iteration 29Q: 3 clusters Score -1511490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1511494.500000 Penalty: 4554.191895
	Iteration 30Q: 3 clusters Score -1511494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1511497.375000 Penalty: 4554.191895
	Iteration 31Q: 3 clusters Score -1511497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1511501.500000 Penalty: 4554.191895
	Iteration 32Q: 3 clusters Score -1511502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1511500.500000 Penalty: 4554.191895
	Iteration 33Q: 3 clusters Score -1511500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1511503.125000 Penalty: 4554.191895
	Iteration 34Q: 3 clusters Score -1511503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1511504.250000 Penalty: 4554.191895
	Iteration 35Q: 3 clusters Score -1511504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1511504.250000 Penalty: 4554.191895
	Iteration 36Q: 3 clusters Score -1511504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1511502.625000 Penalty: 4554.191895
	Iteration 37Q: 3 clusters Score -1511503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1511503.500000 Penalty: 4554.191895
	Iteration 38Q: 3 clusters Score -1511504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1511503.750000 Penalty: 4554.191895
	Iteration 39Q: 3 clusters Score -1511504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1511508.750000 Penalty: 4554.191895
	Iteration 40F: 3 clusters Score -1511509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1511510.250000 Penalty: 4554.191895
	Iteration 41Q: 3 clusters Score -1511510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1511510.625000 Penalty: 4554.191895
	Iteration 42Q: 3 clusters Score -1511511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1511514.375000 Penalty: 4554.191895
	Iteration 43Q: 3 clusters Score -1511514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1511514.375000 Penalty: 4554.191895
	Iteration 44F: 3 clusters Score -1511514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (8622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Entering Unmasked Estep 
Score: -1330794.500000 Penalty: 2247.394043
	Iteration 0F: 2 clusters Score -1330794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1324044.750000 Penalty: 4494.788086
	Iteration 0F: 3 clusters Score -1324045 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1325996.750000 Penalty: 4494.788086
	Iteration 1F: 3 clusters Score -1325997 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1326428.625000 Penalty: 4494.788086
	Iteration 2F: 3 clusters Score -1326429 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1326869.625000 Penalty: 4494.788086
	Iteration 3F: 3 clusters Score -1326870 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1327267.250000 Penalty: 4494.788086
	Iteration 4F: 3 clusters Score -1327267 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1327597.125000 Penalty: 4494.788086
	Iteration 5F: 3 clusters Score -1327597 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1327874.000000 Penalty: 4494.788086
	Iteration 6Q: 3 clusters Score -1327874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1328099.375000 Penalty: 4494.788086
	Iteration 7Q: 3 clusters Score -1328099 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1328240.250000 Penalty: 4494.788086
	Iteration 8Q: 3 clusters Score -1328240 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1328354.500000 Penalty: 4494.788086
	Iteration 9Q: 3 clusters Score -1328354 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1328453.500000 Penalty: 4494.788086
	Iteration 10Q: 3 clusters Score -1328454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1328534.750000 Penalty: 4494.788086
	Iteration 11Q: 3 clusters Score -1328535 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1328600.250000 Penalty: 4494.788086
	Iteration 12Q: 3 clusters Score -1328600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1328651.125000 Penalty: 4494.788086
	Iteration 13Q: 3 clusters Score -1328651 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1328703.875000 Penalty: 4494.788086
	Iteration 14Q: 3 clusters Score -1328704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1328758.000000 Penalty: 4494.788086
	Iteration 15Q: 3 clusters Score -1328758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1328794.625000 Penalty: 4494.788086
	Iteration 16Q: 3 clusters Score -1328795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1328829.625000 Penalty: 4494.788086
	Iteration 17Q: 3 clusters Score -1328830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1328865.125000 Penalty: 4494.788086
	Iteration 18Q: 3 clusters Score -1328865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1328912.375000 Penalty: 4494.788086
	Iteration 19Q: 3 clusters Score -1328912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1328988.375000 Penalty: 4494.788086
	Iteration 20F: 3 clusters Score -1328988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1329050.375000 Penalty: 4494.788086
	Iteration 21Q: 3 clusters Score -1329050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1329121.875000 Penalty: 4494.788086
	Iteration 22Q: 3 clusters Score -1329122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1329189.125000 Penalty: 4494.788086
	Iteration 23Q: 3 clusters Score -1329189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1329236.875000 Penalty: 4494.788086
	Iteration 24Q: 3 clusters Score -1329237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1329290.250000 Penalty: 4494.788086
	Iteration 25Q: 3 clusters Score -1329290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1329340.875000 Penalty: 4494.788086
	Iteration 26Q: 3 clusters Score -1329341 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1329382.750000 Penalty: 4494.788086
	Iteration 27Q: 3 clusters Score -1329383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1329416.750000 Penalty: 4494.788086
	Iteration 28Q: 3 clusters Score -1329417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1329440.750000 Penalty: 4494.788086
	Iteration 29Q: 3 clusters Score -1329441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1329471.000000 Penalty: 4494.788086
	Iteration 30Q: 3 clusters Score -1329471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1329495.375000 Penalty: 4494.788086
	Iteration 31Q: 3 clusters Score -1329495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1329512.375000 Penalty: 4494.788086
	Iteration 32Q: 3 clusters Score -1329512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1329531.000000 Penalty: 4494.788086
	Iteration 33Q: 3 clusters Score -1329531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1329553.500000 Penalty: 4494.788086
	Iteration 34Q: 3 clusters Score -1329554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1329565.000000 Penalty: 4494.788086
	Iteration 35Q: 3 clusters Score -1329565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1329575.375000 Penalty: 4494.788086
	Iteration 36Q: 3 clusters Score -1329575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1329584.250000 Penalty: 4494.788086
	Iteration 37Q: 3 clusters Score -1329584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1329586.875000 Penalty: 4494.788086
	Iteration 38Q: 3 clusters Score -1329587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1329595.000000 Penalty: 4494.788086
	Iteration 39Q: 3 clusters Score -1329595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1329600.625000 Penalty: 4494.788086
	Iteration 40F: 3 clusters Score -1329601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1329606.375000 Penalty: 4494.788086
	Iteration 41Q: 3 clusters Score -1329606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1329614.625000 Penalty: 4494.788086
	Iteration 42Q: 3 clusters Score -1329615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1329616.375000 Penalty: 4494.788086
	Iteration 43Q: 3 clusters Score -1329616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1329618.375000 Penalty: 4494.788086
	Iteration 44Q: 3 clusters Score -1329618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1329620.125000 Penalty: 4494.788086
	Iteration 45Q: 3 clusters Score -1329620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1329623.875000 Penalty: 4494.788086
	Iteration 46Q: 3 clusters Score -1329624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1329629.500000 Penalty: 4494.788086
	Iteration 47Q: 3 clusters Score -1329630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 4494.788086
	Iteration 48Q: 3 clusters Score -1329632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1329640.500000 Penalty: 4494.788086
	Iteration 49Q: 3 clusters Score -1329640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1329640.250000 Penalty: 4494.788086
	Iteration 50Q: 3 clusters Score -1329640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1329645.625000 Penalty: 4494.788086
	Iteration 51Q: 3 clusters Score -1329646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1329656.250000 Penalty: 4494.788086
	Iteration 52Q: 3 clusters Score -1329656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1329656.750000 Penalty: 4494.788086
	Iteration 53Q: 3 clusters Score -1329657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1329661.250000 Penalty: 4494.788086
	Iteration 54Q: 3 clusters Score -1329661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1329665.375000 Penalty: 4494.788086
	Iteration 55Q: 3 clusters Score -1329665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1329669.000000 Penalty: 4494.788086
	Iteration 56Q: 3 clusters Score -1329669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1329672.500000 Penalty: 4494.788086
	Iteration 57Q: 3 clusters Score -1329672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1329675.250000 Penalty: 4494.788086
	Iteration 58Q: 3 clusters Score -1329675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1329674.125000 Penalty: 4494.788086
	Iteration 59Q: 3 clusters Score -1329674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1329683.250000 Penalty: 4494.788086
	Iteration 60F: 3 clusters Score -1329683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1329687.250000 Penalty: 4494.788086
	Iteration 61Q: 3 clusters Score -1329687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1329687.375000 Penalty: 4494.788086
	Iteration 62Q: 3 clusters Score -1329687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1329693.875000 Penalty: 4494.788086
	Iteration 63Q: 3 clusters Score -1329694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1329700.000000 Penalty: 4494.788086
	Iteration 64Q: 3 clusters Score -1329700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1329706.625000 Penalty: 4494.788086
	Iteration 65Q: 3 clusters Score -1329707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1329706.625000 Penalty: 4494.788086
	Iteration 66Q: 3 clusters Score -1329707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1329711.375000 Penalty: 4494.788086
	Iteration 67Q: 3 clusters Score -1329711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1329714.250000 Penalty: 4494.788086
	Iteration 68Q: 3 clusters Score -1329714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1329720.875000 Penalty: 4494.788086
	Iteration 69Q: 3 clusters Score -1329721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1329720.000000 Penalty: 4494.788086
	Iteration 70Q: 3 clusters Score -1329720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1329721.500000 Penalty: 4494.788086
	Iteration 71Q: 3 clusters Score -1329722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1329722.375000 Penalty: 4494.788086
	Iteration 72Q: 3 clusters Score -1329722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1329724.125000 Penalty: 4494.788086
	Iteration 73Q: 3 clusters Score -1329724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1329726.625000 Penalty: 4494.788086
	Iteration 74Q: 3 clusters Score -1329727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1329729.250000 Penalty: 4494.788086
	Iteration 75Q: 3 clusters Score -1329729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1329727.875000 Penalty: 4494.788086
	Iteration 76Q: 3 clusters Score -1329728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1329728.375000 Penalty: 4494.788086
	Iteration 77Q: 3 clusters Score -1329728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1329728.875000 Penalty: 4494.788086
	Iteration 78Q: 3 clusters Score -1329729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1329728.375000 Penalty: 4494.788086
	Iteration 79Q: 3 clusters Score -1329728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1329727.875000 Penalty: 4494.788086
	Iteration 80F: 3 clusters Score -1329728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Entering Unmasked Estep 
Score: -706841.625000 Penalty: 2120.123535
	Iteration 0F: 2 clusters Score -706841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -702330.875000 Penalty: 4240.247070
	Iteration 0F: 3 clusters Score -702330.9 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -703754.375000 Penalty: 4240.247070
	Iteration 1F: 3 clusters Score -703754.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -704177.187500 Penalty: 4240.247070
	Iteration 2F: 3 clusters Score -704177.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -704532.500000 Penalty: 4240.247070
	Iteration 3F: 3 clusters Score -704532.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -704802.187500 Penalty: 4240.247070
	Iteration 4F: 3 clusters Score -704802.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -705025.625000 Penalty: 4240.247070
	Iteration 5Q: 3 clusters Score -705025.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -705206.875000 Penalty: 4240.247070
	Iteration 6Q: 3 clusters Score -705206.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -705347.000000 Penalty: 4240.247070
	Iteration 7Q: 3 clusters Score -705347 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -705422.812500 Penalty: 4240.247070
	Iteration 8Q: 3 clusters Score -705422.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -705482.375000 Penalty: 4240.247070
	Iteration 9Q: 3 clusters Score -705482.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -705539.312500 Penalty: 4240.247070
	Iteration 10Q: 3 clusters Score -705539.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -705595.937500 Penalty: 4240.247070
	Iteration 11Q: 3 clusters Score -705595.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -705640.437500 Penalty: 4240.247070
	Iteration 12Q: 3 clusters Score -705640.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -705685.562500 Penalty: 4240.247070
	Iteration 13Q: 3 clusters Score -705685.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -705728.625000 Penalty: 4240.247070
	Iteration 14Q: 3 clusters Score -705728.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -705764.750000 Penalty: 4240.247070
	Iteration 15Q: 3 clusters Score -705764.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -705797.500000 Penalty: 4240.247070
	Iteration 16Q: 3 clusters Score -705797.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -705842.375000 Penalty: 4240.247070
	Iteration 17Q: 3 clusters Score -705842.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -705913.562500 Penalty: 4240.247070
	Iteration 18Q: 3 clusters Score -705913.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -705987.375000 Penalty: 4240.247070
	Iteration 19Q: 3 clusters Score -705987.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -706067.687500 Penalty: 4240.247070
	Iteration 20F: 3 clusters Score -706067.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -706143.562500 Penalty: 4240.247070
	Iteration 21Q: 3 clusters Score -706143.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -706238.375000 Penalty: 4240.247070
	Iteration 22Q: 3 clusters Score -706238.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -706349.187500 Penalty: 4240.247070
	Iteration 23Q: 3 clusters Score -706349.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -706446.687500 Penalty: 4240.247070
	Iteration 24Q: 3 clusters Score -706446.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -706524.875000 Penalty: 4240.247070
	Iteration 25Q: 3 clusters Score -706524.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -706598.312500 Penalty: 4240.247070
	Iteration 26Q: 3 clusters Score -706598.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -706635.000000 Penalty: 4240.247070
	Iteration 27Q: 3 clusters Score -706635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -706657.000000 Penalty: 4240.247070
	Iteration 28Q: 3 clusters Score -706657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -706671.687500 Penalty: 4240.247070
	Iteration 29Q: 3 clusters Score -706671.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -706683.937500 Penalty: 4240.247070
	Iteration 30Q: 3 clusters Score -706683.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -706688.937500 Penalty: 4240.247070
	Iteration 31Q: 3 clusters Score -706688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -706694.437500 Penalty: 4240.247070
	Iteration 32Q: 3 clusters Score -706694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -706698.687500 Penalty: 4240.247070
	Iteration 33Q: 3 clusters Score -706698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -706704.250000 Penalty: 4240.247070
	Iteration 34Q: 3 clusters Score -706704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -706705.125000 Penalty: 4240.247070
	Iteration 35Q: 3 clusters Score -706705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -706706.875000 Penalty: 4240.247070
	Iteration 36Q: 3 clusters Score -706706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -706707.937500 Penalty: 4240.247070
	Iteration 37Q: 3 clusters Score -706707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -706708.437500 Penalty: 4240.247070
	Iteration 38Q: 3 clusters Score -706708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -706708.437500 Penalty: 4240.247070
	Iteration 39F: 3 clusters Score -706708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -113463.968750 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -113464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111750.578125 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -111750.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112150.656250 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -112150.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112385.382812 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -112385.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112503.804688 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -112503.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -112581.437500 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -112581.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112634.054688 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -112634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112658.000000 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -112658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112705.921875 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -112705.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112735.007812 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -112735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112752.710938 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -112752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112767.882812 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -112767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112778.992188 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -112779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112797.187500 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -112797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112824.859375 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -112824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112852.195312 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -112852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112902.609375 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -112902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112948.296875 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -112948.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112972.750000 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -112972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112992.593750 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -112992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113000.359375 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -113000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113008.953125 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -113009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113035.250000 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -113035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113052.796875 Penalty: 3310.582520
	Iteration 22Q: 3 clusters Score -113052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113066.687500 Penalty: 3310.582520
	Iteration 23Q: 3 clusters Score -113066.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113092.328125 Penalty: 3310.582520
	Iteration 24Q: 3 clusters Score -113092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113113.203125 Penalty: 3310.582520
	Iteration 25Q: 3 clusters Score -113113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113137.664062 Penalty: 3310.582520
	Iteration 26Q: 3 clusters Score -113137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113156.757812 Penalty: 3310.582520
	Iteration 27Q: 3 clusters Score -113156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113163.679688 Penalty: 3310.582520
	Iteration 28Q: 3 clusters Score -113163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113191.437500 Penalty: 3310.582520
	Iteration 29Q: 3 clusters Score -113191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113199.203125 Penalty: 3310.582520
	Iteration 30Q: 3 clusters Score -113199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113208.164062 Penalty: 3310.582520
	Iteration 31Q: 3 clusters Score -113208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -113216.257812 Penalty: 3310.582520
	Iteration 32F: 3 clusters Score -113216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113245.890625 Penalty: 3310.582520
	Iteration 33Q: 3 clusters Score -113245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -113262.156250 Penalty: 3310.582520
	Iteration 34Q: 3 clusters Score -113262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113269.250000 Penalty: 3310.582520
	Iteration 35Q: 3 clusters Score -113269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113274.070312 Penalty: 3310.582520
	Iteration 36Q: 3 clusters Score -113274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113282.085938 Penalty: 3310.582520
	Iteration 37Q: 3 clusters Score -113282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113287.960938 Penalty: 3310.582520
	Iteration 38Q: 3 clusters Score -113288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113287.960938 Penalty: 3310.582520
	Iteration 39F: 3 clusters Score -113288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (11502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Entering Unmasked Estep 
Score: -1822853.500000 Penalty: 2318.868408
	Iteration 0F: 2 clusters Score -1822854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1814206.375000 Penalty: 4637.736816
	Iteration 0F: 3 clusters Score -1814206 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1816899.625000 Penalty: 4637.736816
	Iteration 1F: 3 clusters Score -1816900 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1817265.625000 Penalty: 4637.736816
	Iteration 2F: 3 clusters Score -1817266 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1817529.750000 Penalty: 4637.736816
	Iteration 3F: 3 clusters Score -1817530 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1817799.500000 Penalty: 4637.736816
	Iteration 4Q: 3 clusters Score -1817800 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1818121.750000 Penalty: 4637.736816
	Iteration 5Q: 3 clusters Score -1818122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1818506.750000 Penalty: 4637.736816
	Iteration 6F: 3 clusters Score -1818507 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1818957.875000 Penalty: 4637.736816
	Iteration 7F: 3 clusters Score -1818958 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1819507.250000 Penalty: 4637.736816
	Iteration 8F: 3 clusters Score -1819507 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1819990.250000 Penalty: 4637.736816
	Iteration 9F: 3 clusters Score -1819990 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1820329.125000 Penalty: 4637.736816
	Iteration 10Q: 3 clusters Score -1820329 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1820554.250000 Penalty: 4637.736816
	Iteration 11Q: 3 clusters Score -1820554 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1820674.250000 Penalty: 4637.736816
	Iteration 12Q: 3 clusters Score -1820674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1820763.000000 Penalty: 4637.736816
	Iteration 13Q: 3 clusters Score -1820763 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1820821.875000 Penalty: 4637.736816
	Iteration 14Q: 3 clusters Score -1820822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1820864.500000 Penalty: 4637.736816
	Iteration 15Q: 3 clusters Score -1820864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1820895.750000 Penalty: 4637.736816
	Iteration 16Q: 3 clusters Score -1820896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1820927.750000 Penalty: 4637.736816
	Iteration 17Q: 3 clusters Score -1820928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1820955.000000 Penalty: 4637.736816
	Iteration 18Q: 3 clusters Score -1820955 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1820988.250000 Penalty: 4637.736816
	Iteration 19Q: 3 clusters Score -1820988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1821009.125000 Penalty: 4637.736816
	Iteration 20F: 3 clusters Score -1821009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1821030.375000 Penalty: 4637.736816
	Iteration 21Q: 3 clusters Score -1821030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1821050.375000 Penalty: 4637.736816
	Iteration 22Q: 3 clusters Score -1821050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1821072.125000 Penalty: 4637.736816
	Iteration 23Q: 3 clusters Score -1821072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1821096.375000 Penalty: 4637.736816
	Iteration 24Q: 3 clusters Score -1821096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1821108.000000 Penalty: 4637.736816
	Iteration 25Q: 3 clusters Score -1821108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1821118.250000 Penalty: 4637.736816
	Iteration 26Q: 3 clusters Score -1821118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1821132.500000 Penalty: 4637.736816
	Iteration 27Q: 3 clusters Score -1821132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1821141.625000 Penalty: 4637.736816
	Iteration 28Q: 3 clusters Score -1821142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1821143.000000 Penalty: 4637.736816
	Iteration 29Q: 3 clusters Score -1821143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1821145.000000 Penalty: 4637.736816
	Iteration 30Q: 3 clusters Score -1821145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1821147.375000 Penalty: 4637.736816
	Iteration 31Q: 3 clusters Score -1821147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1821147.250000 Penalty: 4637.736816
	Iteration 32Q: 3 clusters Score -1821147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1821155.375000 Penalty: 4637.736816
	Iteration 33Q: 3 clusters Score -1821155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1821158.875000 Penalty: 4637.736816
	Iteration 34Q: 3 clusters Score -1821159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1821162.500000 Penalty: 4637.736816
	Iteration 35Q: 3 clusters Score -1821162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1821166.250000 Penalty: 4637.736816
	Iteration 36Q: 3 clusters Score -1821166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1821166.500000 Penalty: 4637.736816
	Iteration 37Q: 3 clusters Score -1821166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1821167.750000 Penalty: 4637.736816
	Iteration 38Q: 3 clusters Score -1821168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1821174.000000 Penalty: 4637.736816
	Iteration 39Q: 3 clusters Score -1821174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1821176.375000 Penalty: 4637.736816
	Iteration 40F: 3 clusters Score -1821176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1821176.625000 Penalty: 4637.736816
	Iteration 41Q: 3 clusters Score -1821177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1821179.750000 Penalty: 4637.736816
	Iteration 42Q: 3 clusters Score -1821180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1821183.250000 Penalty: 4637.736816
	Iteration 43Q: 3 clusters Score -1821183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1821184.125000 Penalty: 4637.736816
	Iteration 44Q: 3 clusters Score -1821184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1821188.375000 Penalty: 4637.736816
	Iteration 45Q: 3 clusters Score -1821188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1821193.125000 Penalty: 4637.736816
	Iteration 46Q: 3 clusters Score -1821193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1821192.875000 Penalty: 4637.736816
	Iteration 47Q: 3 clusters Score -1821193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1821200.000000 Penalty: 4637.736816
	Iteration 48Q: 3 clusters Score -1821200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1821203.250000 Penalty: 4637.736816
	Iteration 49Q: 3 clusters Score -1821203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1821217.500000 Penalty: 4637.736816
	Iteration 50Q: 3 clusters Score -1821218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1821222.500000 Penalty: 4637.736816
	Iteration 51Q: 3 clusters Score -1821222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1821225.625000 Penalty: 4637.736816
	Iteration 52Q: 3 clusters Score -1821226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1821231.500000 Penalty: 4637.736816
	Iteration 53Q: 3 clusters Score -1821232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1821236.000000 Penalty: 4637.736816
	Iteration 54Q: 3 clusters Score -1821236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1821237.875000 Penalty: 4637.736816
	Iteration 55Q: 3 clusters Score -1821238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1821245.250000 Penalty: 4637.736816
	Iteration 56Q: 3 clusters Score -1821245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1821247.250000 Penalty: 4637.736816
	Iteration 57Q: 3 clusters Score -1821247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1821251.375000 Penalty: 4637.736816
	Iteration 58Q: 3 clusters Score -1821251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1821248.000000 Penalty: 4637.736816
	Iteration 59Q: 3 clusters Score -1821248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1821254.625000 Penalty: 4637.736816
	Iteration 60F: 3 clusters Score -1821255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1821262.250000 Penalty: 4637.736816
	Iteration 61Q: 3 clusters Score -1821262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1821266.125000 Penalty: 4637.736816
	Iteration 62Q: 3 clusters Score -1821266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1821269.625000 Penalty: 4637.736816
	Iteration 63Q: 3 clusters Score -1821270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1821271.375000 Penalty: 4637.736816
	Iteration 64Q: 3 clusters Score -1821271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1821278.250000 Penalty: 4637.736816
	Iteration 65Q: 3 clusters Score -1821278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1821289.625000 Penalty: 4637.736816
	Iteration 66Q: 3 clusters Score -1821290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1821291.250000 Penalty: 4637.736816
	Iteration 67Q: 3 clusters Score -1821291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1821290.500000 Penalty: 4637.736816
	Iteration 68Q: 3 clusters Score -1821290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1821295.375000 Penalty: 4637.736816
	Iteration 69Q: 3 clusters Score -1821295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1821297.250000 Penalty: 4637.736816
	Iteration 70Q: 3 clusters Score -1821297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1821297.500000 Penalty: 4637.736816
	Iteration 71Q: 3 clusters Score -1821298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1821295.875000 Penalty: 4637.736816
	Iteration 72Q: 3 clusters Score -1821296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1821297.000000 Penalty: 4637.736816
	Iteration 73Q: 3 clusters Score -1821297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1821298.000000 Penalty: 4637.736816
	Iteration 74Q: 3 clusters Score -1821298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1821298.000000 Penalty: 4637.736816
	Iteration 75F: 3 clusters Score -1821298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (10226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Entering Unmasked Estep 
Score: -1481952.750000 Penalty: 2289.706787
	Iteration 0F: 2 clusters Score -1481953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1474236.875000 Penalty: 4579.413574
	Iteration 0F: 3 clusters Score -1474237 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1476813.250000 Penalty: 4579.413574
	Iteration 1F: 3 clusters Score -1476813 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1477473.750000 Penalty: 4579.413574
	Iteration 2F: 3 clusters Score -1477474 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1478089.000000 Penalty: 4579.413574
	Iteration 3F: 3 clusters Score -1478089 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1478574.000000 Penalty: 4579.413574
	Iteration 4F: 3 clusters Score -1478574 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1478920.875000 Penalty: 4579.413574
	Iteration 5F: 3 clusters Score -1478921 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1479191.500000 Penalty: 4579.413574
	Iteration 6Q: 3 clusters Score -1479192 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1479382.000000 Penalty: 4579.413574
	Iteration 7Q: 3 clusters Score -1479382 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1479527.875000 Penalty: 4579.413574
	Iteration 8Q: 3 clusters Score -1479528 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1479648.125000 Penalty: 4579.413574
	Iteration 9Q: 3 clusters Score -1479648 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1479745.750000 Penalty: 4579.413574
	Iteration 10Q: 3 clusters Score -1479746 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1479825.750000 Penalty: 4579.413574
	Iteration 11Q: 3 clusters Score -1479826 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1479903.375000 Penalty: 4579.413574
	Iteration 12Q: 3 clusters Score -1479903 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1479987.125000 Penalty: 4579.413574
	Iteration 13Q: 3 clusters Score -1479987 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1480075.875000 Penalty: 4579.413574
	Iteration 14Q: 3 clusters Score -1480076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1480142.625000 Penalty: 4579.413574
	Iteration 15Q: 3 clusters Score -1480143 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1480205.875000 Penalty: 4579.413574
	Iteration 16Q: 3 clusters Score -1480206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1480272.375000 Penalty: 4579.413574
	Iteration 17Q: 3 clusters Score -1480272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1480318.250000 Penalty: 4579.413574
	Iteration 18Q: 3 clusters Score -1480318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1480361.625000 Penalty: 4579.413574
	Iteration 19Q: 3 clusters Score -1480362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1480409.375000 Penalty: 4579.413574
	Iteration 20F: 3 clusters Score -1480409 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1480453.875000 Penalty: 4579.413574
	Iteration 21Q: 3 clusters Score -1480454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1480495.500000 Penalty: 4579.413574
	Iteration 22Q: 3 clusters Score -1480496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1480529.000000 Penalty: 4579.413574
	Iteration 23Q: 3 clusters Score -1480529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1480553.750000 Penalty: 4579.413574
	Iteration 24Q: 3 clusters Score -1480554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1480578.250000 Penalty: 4579.413574
	Iteration 25Q: 3 clusters Score -1480578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1480598.500000 Penalty: 4579.413574
	Iteration 26Q: 3 clusters Score -1480598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1480622.250000 Penalty: 4579.413574
	Iteration 27Q: 3 clusters Score -1480622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1480641.250000 Penalty: 4579.413574
	Iteration 28Q: 3 clusters Score -1480641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1480665.875000 Penalty: 4579.413574
	Iteration 29Q: 3 clusters Score -1480666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1480691.625000 Penalty: 4579.413574
	Iteration 30Q: 3 clusters Score -1480692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1480713.625000 Penalty: 4579.413574
	Iteration 31Q: 3 clusters Score -1480714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1480739.875000 Penalty: 4579.413574
	Iteration 32Q: 3 clusters Score -1480740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1480750.875000 Penalty: 4579.413574
	Iteration 33Q: 3 clusters Score -1480751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1480763.500000 Penalty: 4579.413574
	Iteration 34Q: 3 clusters Score -1480764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1480778.875000 Penalty: 4579.413574
	Iteration 35Q: 3 clusters Score -1480779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1480792.500000 Penalty: 4579.413574
	Iteration 36Q: 3 clusters Score -1480792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1480797.500000 Penalty: 4579.413574
	Iteration 37Q: 3 clusters Score -1480798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1480805.875000 Penalty: 4579.413574
	Iteration 38Q: 3 clusters Score -1480806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1480813.250000 Penalty: 4579.413574
	Iteration 39Q: 3 clusters Score -1480813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1480818.375000 Penalty: 4579.413574
	Iteration 40F: 3 clusters Score -1480818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1480823.250000 Penalty: 4579.413574
	Iteration 41Q: 3 clusters Score -1480823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1480827.500000 Penalty: 4579.413574
	Iteration 42Q: 3 clusters Score -1480828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1480828.500000 Penalty: 4579.413574
	Iteration 43Q: 3 clusters Score -1480828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1480830.000000 Penalty: 4579.413574
	Iteration 44Q: 3 clusters Score -1480830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1480833.250000 Penalty: 4579.413574
	Iteration 45Q: 3 clusters Score -1480833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1480840.500000 Penalty: 4579.413574
	Iteration 46Q: 3 clusters Score -1480840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1480841.125000 Penalty: 4579.413574
	Iteration 47Q: 3 clusters Score -1480841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1480838.625000 Penalty: 4579.413574
	Iteration 48Q: 3 clusters Score -1480839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1480838.625000 Penalty: 4579.413574
	Iteration 49F: 3 clusters Score -1480839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (13518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Entering Unmasked Estep 
Score: -2030119.000000 Penalty: 2358.920898
	Iteration 0F: 2 clusters Score -2030119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2020176.000000 Penalty: 4717.841797
	Iteration 0F: 3 clusters Score -2020176 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2023419.250000 Penalty: 4717.841797
	Iteration 1F: 3 clusters Score -2023419 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2023938.625000 Penalty: 4717.841797
	Iteration 2F: 3 clusters Score -2023939 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2024452.000000 Penalty: 4717.841797
	Iteration 3F: 3 clusters Score -2024452 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2024989.500000 Penalty: 4717.841797
	Iteration 4F: 3 clusters Score -2024990 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2025523.625000 Penalty: 4717.841797
	Iteration 5F: 3 clusters Score -2025524 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2026008.500000 Penalty: 4717.841797
	Iteration 6F: 3 clusters Score -2026008 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2026399.375000 Penalty: 4717.841797
	Iteration 7Q: 3 clusters Score -2026399 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2026774.000000 Penalty: 4717.841797
	Iteration 8Q: 3 clusters Score -2026774 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2027075.625000 Penalty: 4717.841797
	Iteration 9Q: 3 clusters Score -2027076 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2027301.500000 Penalty: 4717.841797
	Iteration 10Q: 3 clusters Score -2027302 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2027487.625000 Penalty: 4717.841797
	Iteration 11Q: 3 clusters Score -2027488 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2027628.250000 Penalty: 4717.841797
	Iteration 12Q: 3 clusters Score -2027628 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2027747.125000 Penalty: 4717.841797
	Iteration 13Q: 3 clusters Score -2027747 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2027851.250000 Penalty: 4717.841797
	Iteration 14Q: 3 clusters Score -2027851 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2027914.875000 Penalty: 4717.841797
	Iteration 15Q: 3 clusters Score -2027915 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2027960.625000 Penalty: 4717.841797
	Iteration 16Q: 3 clusters Score -2027961 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2027995.625000 Penalty: 4717.841797
	Iteration 17Q: 3 clusters Score -2027996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2028016.000000 Penalty: 4717.841797
	Iteration 18Q: 3 clusters Score -2028016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2028042.000000 Penalty: 4717.841797
	Iteration 19Q: 3 clusters Score -2028042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2028070.000000 Penalty: 4717.841797
	Iteration 20F: 3 clusters Score -2028070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2028090.250000 Penalty: 4717.841797
	Iteration 21Q: 3 clusters Score -2028090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2028116.500000 Penalty: 4717.841797
	Iteration 22Q: 3 clusters Score -2028116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2028133.375000 Penalty: 4717.841797
	Iteration 23Q: 3 clusters Score -2028133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2028144.250000 Penalty: 4717.841797
	Iteration 24Q: 3 clusters Score -2028144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2028145.250000 Penalty: 4717.841797
	Iteration 25Q: 3 clusters Score -2028145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2028160.750000 Penalty: 4717.841797
	Iteration 26Q: 3 clusters Score -2028161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2028157.750000 Penalty: 4717.841797
	Iteration 27Q: 3 clusters Score -2028158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2028167.500000 Penalty: 4717.841797
	Iteration 28Q: 3 clusters Score -2028168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2028177.375000 Penalty: 4717.841797
	Iteration 29Q: 3 clusters Score -2028177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2028180.625000 Penalty: 4717.841797
	Iteration 30Q: 3 clusters Score -2028181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2028189.125000 Penalty: 4717.841797
	Iteration 31Q: 3 clusters Score -2028189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2028191.250000 Penalty: 4717.841797
	Iteration 32Q: 3 clusters Score -2028191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2028193.250000 Penalty: 4717.841797
	Iteration 33Q: 3 clusters Score -2028193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2028196.500000 Penalty: 4717.841797
	Iteration 34Q: 3 clusters Score -2028196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2028198.000000 Penalty: 4717.841797
	Iteration 35Q: 3 clusters Score -2028198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2028198.875000 Penalty: 4717.841797
	Iteration 36Q: 3 clusters Score -2028199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2028201.125000 Penalty: 4717.841797
	Iteration 37Q: 3 clusters Score -2028201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2028201.250000 Penalty: 4717.841797
	Iteration 38Q: 3 clusters Score -2028201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2028201.625000 Penalty: 4717.841797
	Iteration 39Q: 3 clusters Score -2028202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2028203.500000 Penalty: 4717.841797
	Iteration 40F: 3 clusters Score -2028204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2028205.875000 Penalty: 4717.841797
	Iteration 41Q: 3 clusters Score -2028206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2028210.250000 Penalty: 4717.841797
	Iteration 42Q: 3 clusters Score -2028210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2028212.625000 Penalty: 4717.841797
	Iteration 43Q: 3 clusters Score -2028213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2028215.000000 Penalty: 4717.841797
	Iteration 44Q: 3 clusters Score -2028215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2028218.125000 Penalty: 4717.841797
	Iteration 45Q: 3 clusters Score -2028218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2028220.500000 Penalty: 4717.841797
	Iteration 46Q: 3 clusters Score -2028220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2028221.625000 Penalty: 4717.841797
	Iteration 47Q: 3 clusters Score -2028222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2028220.875000 Penalty: 4717.841797
	Iteration 48Q: 3 clusters Score -2028221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2028223.750000 Penalty: 4717.841797
	Iteration 49Q: 3 clusters Score -2028224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2028221.625000 Penalty: 4717.841797
	Iteration 50Q: 3 clusters Score -2028222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2028221.875000 Penalty: 4717.841797
	Iteration 51Q: 3 clusters Score -2028222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2028223.000000 Penalty: 4717.841797
	Iteration 52Q: 3 clusters Score -2028223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2028223.250000 Penalty: 4717.841797
	Iteration 53Q: 3 clusters Score -2028223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2028227.625000 Penalty: 4717.841797
	Iteration 54Q: 3 clusters Score -2028228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2028228.125000 Penalty: 4717.841797
	Iteration 55Q: 3 clusters Score -2028228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2028228.500000 Penalty: 4717.841797
	Iteration 56Q: 3 clusters Score -2028228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2028228.500000 Penalty: 4717.841797
	Iteration 57F: 3 clusters Score -2028228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -550308.437500 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -550308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -546785.812500 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -546785.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547527.125000 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -547527.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -547688.687500 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -547688.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -547785.875000 Penalty: 4043.633057
	Iteration 3Q: 3 clusters Score -547785.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -547848.375000 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -547848.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -547899.312500 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -547899.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -547944.062500 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -547944.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -547985.812500 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -547985.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -548025.187500 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -548025.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -548058.625000 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -548058.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -548095.437500 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -548095.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -548127.187500 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -548127.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -548146.000000 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -548146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -548164.562500 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -548164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -548176.750000 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -548176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -548187.812500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -548187.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -548199.750000 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -548199.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -548211.000000 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -548211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -548225.562500 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -548225.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -548241.187500 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -548241.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -548251.000000 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -548251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -548257.500000 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -548257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -548266.187500 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -548266.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -548272.562500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -548272.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -548282.375000 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -548282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -548294.375000 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -548294.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -548305.937500 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -548305.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -548317.562500 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -548317.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -548327.500000 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -548327.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -548338.500000 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -548338.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -548351.312500 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -548351.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -548366.812500 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -548366.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -548387.687500 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -548387.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -548408.687500 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -548408.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -548429.812500 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -548429.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -548449.062500 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -548449.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -548464.000000 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -548464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -548478.125000 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -548478.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -548486.625000 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -548486.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -548492.937500 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -548492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -548497.375000 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -548497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -548504.187500 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -548504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -548514.562500 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -548514.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -548525.187500 Penalty: 4043.633057
	Iteration 43Q: 3 clusters Score -548525.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -548536.437500 Penalty: 4043.633057
	Iteration 44Q: 3 clusters Score -548536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -548552.250000 Penalty: 4043.633057
	Iteration 45Q: 3 clusters Score -548552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -548561.125000 Penalty: 4043.633057
	Iteration 46Q: 3 clusters Score -548561.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -548566.125000 Penalty: 4043.633057
	Iteration 47Q: 3 clusters Score -548566.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -548570.250000 Penalty: 4043.633057
	Iteration 48Q: 3 clusters Score -548570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -548571.500000 Penalty: 4043.633057
	Iteration 49Q: 3 clusters Score -548571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -548573.437500 Penalty: 4043.633057
	Iteration 50Q: 3 clusters Score -548573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -548574.812500 Penalty: 4043.633057
	Iteration 51Q: 3 clusters Score -548574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -548576.312500 Penalty: 4043.633057
	Iteration 52Q: 3 clusters Score -548576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -548575.750000 Penalty: 4043.633057
	Iteration 53Q: 3 clusters Score -548575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -548576.500000 Penalty: 4043.633057
	Iteration 54Q: 3 clusters Score -548576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -548576.500000 Penalty: 4043.633057
	Iteration 55F: 3 clusters Score -548576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -371237.156250 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -371237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -368385.312500 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -368385.3 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -368881.375000 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -368881.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -368993.437500 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -368993.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -369072.687500 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -369072.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -369122.562500 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -369122.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -369151.906250 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -369151.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -369169.062500 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -369169.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -369185.656250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -369185.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -369198.562500 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -369198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -369204.218750 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -369204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369207.187500 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -369207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369213.593750 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -369213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -369218.718750 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -369218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369222.000000 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -369222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -369225.812500 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -369225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -369229.312500 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -369229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369233.468750 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -369233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -369236.750000 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -369236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -369239.281250 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -369239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -369241.937500 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -369241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -369244.343750 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -369244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -369246.937500 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -369246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -369249.843750 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -369249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -369252.125000 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -369252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -369254.468750 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -369254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -369258.375000 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -369258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -369263.000000 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -369263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -369267.593750 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -369267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -369268.781250 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -369268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -369270.000000 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -369270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -369270.000000 Penalty: 3865.414551
	Iteration 30F: 3 clusters Score -369270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -716611.312500 Penalty: 2089.528076
	Iteration 0F: 2 clusters Score -716611.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -712378.500000 Penalty: 4179.056152
	Iteration 0F: 3 clusters Score -712378.5 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -713470.500000 Penalty: 4179.056152
	Iteration 1F: 3 clusters Score -713470.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -713866.125000 Penalty: 4179.056152
	Iteration 2F: 3 clusters Score -713866.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -714219.625000 Penalty: 4179.056152
	Iteration 3F: 3 clusters Score -714219.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -714542.812500 Penalty: 4179.056152
	Iteration 4F: 3 clusters Score -714542.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -714814.250000 Penalty: 4179.056152
	Iteration 5F: 3 clusters Score -714814.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -715015.250000 Penalty: 4179.056152
	Iteration 6F: 3 clusters Score -715015.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -715179.250000 Penalty: 4179.056152
	Iteration 7Q: 3 clusters Score -715179.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -715310.250000 Penalty: 4179.056152
	Iteration 8Q: 3 clusters Score -715310.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -715414.750000 Penalty: 4179.056152
	Iteration 9Q: 3 clusters Score -715414.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -715495.062500 Penalty: 4179.056152
	Iteration 10Q: 3 clusters Score -715495.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -715563.187500 Penalty: 4179.056152
	Iteration 11Q: 3 clusters Score -715563.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -715625.187500 Penalty: 4179.056152
	Iteration 12Q: 3 clusters Score -715625.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -715669.500000 Penalty: 4179.056152
	Iteration 13Q: 3 clusters Score -715669.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -715700.312500 Penalty: 4179.056152
	Iteration 14Q: 3 clusters Score -715700.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -715728.000000 Penalty: 4179.056152
	Iteration 15Q: 3 clusters Score -715728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -715751.062500 Penalty: 4179.056152
	Iteration 16Q: 3 clusters Score -715751.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -715766.250000 Penalty: 4179.056152
	Iteration 17Q: 3 clusters Score -715766.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -715774.125000 Penalty: 4179.056152
	Iteration 18Q: 3 clusters Score -715774.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -715781.000000 Penalty: 4179.056152
	Iteration 19Q: 3 clusters Score -715781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -715785.937500 Penalty: 4179.056152
	Iteration 20F: 3 clusters Score -715785.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -715790.437500 Penalty: 4179.056152
	Iteration 21Q: 3 clusters Score -715790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -715793.562500 Penalty: 4179.056152
	Iteration 22Q: 3 clusters Score -715793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -715794.437500 Penalty: 4179.056152
	Iteration 23Q: 3 clusters Score -715794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -715798.250000 Penalty: 4179.056152
	Iteration 24Q: 3 clusters Score -715798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -715802.687500 Penalty: 4179.056152
	Iteration 25Q: 3 clusters Score -715802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -715805.687500 Penalty: 4179.056152
	Iteration 26Q: 3 clusters Score -715805.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -715809.000000 Penalty: 4179.056152
	Iteration 27Q: 3 clusters Score -715809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -715815.750000 Penalty: 4179.056152
	Iteration 28Q: 3 clusters Score -715815.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -715819.250000 Penalty: 4179.056152
	Iteration 29Q: 3 clusters Score -715819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -715822.687500 Penalty: 4179.056152
	Iteration 30Q: 3 clusters Score -715822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -715827.062500 Penalty: 4179.056152
	Iteration 31Q: 3 clusters Score -715827.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -715833.000000 Penalty: 4179.056152
	Iteration 32Q: 3 clusters Score -715833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -715839.437500 Penalty: 4179.056152
	Iteration 33Q: 3 clusters Score -715839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -715847.625000 Penalty: 4179.056152
	Iteration 34Q: 3 clusters Score -715847.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -715852.062500 Penalty: 4179.056152
	Iteration 35Q: 3 clusters Score -715852.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -715856.750000 Penalty: 4179.056152
	Iteration 36Q: 3 clusters Score -715856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -715858.937500 Penalty: 4179.056152
	Iteration 37Q: 3 clusters Score -715858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -715860.812500 Penalty: 4179.056152
	Iteration 38Q: 3 clusters Score -715860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -715862.062500 Penalty: 4179.056152
	Iteration 39Q: 3 clusters Score -715862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -715863.437500 Penalty: 4179.056152
	Iteration 40F: 3 clusters Score -715863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -715864.062500 Penalty: 4179.056152
	Iteration 41Q: 3 clusters Score -715864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -715867.375000 Penalty: 4179.056152
	Iteration 42Q: 3 clusters Score -715867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -715870.000000 Penalty: 4179.056152
	Iteration 43Q: 3 clusters Score -715870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -715870.125000 Penalty: 4179.056152
	Iteration 44Q: 3 clusters Score -715870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -715873.375000 Penalty: 4179.056152
	Iteration 45Q: 3 clusters Score -715873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -715875.875000 Penalty: 4179.056152
	Iteration 46Q: 3 clusters Score -715875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -715879.500000 Penalty: 4179.056152
	Iteration 47Q: 3 clusters Score -715879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -715881.187500 Penalty: 4179.056152
	Iteration 48Q: 3 clusters Score -715881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -715883.000000 Penalty: 4179.056152
	Iteration 49Q: 3 clusters Score -715883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -715884.312500 Penalty: 4179.056152
	Iteration 50Q: 3 clusters Score -715884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -715887.000000 Penalty: 4179.056152
	Iteration 51Q: 3 clusters Score -715887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -715889.250000 Penalty: 4179.056152
	Iteration 52Q: 3 clusters Score -715889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -715890.625000 Penalty: 4179.056152
	Iteration 53Q: 3 clusters Score -715890.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -715891.375000 Penalty: 4179.056152
	Iteration 54Q: 3 clusters Score -715891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -715892.500000 Penalty: 4179.056152
	Iteration 55Q: 3 clusters Score -715892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -715893.000000 Penalty: 4179.056152
	Iteration 56Q: 3 clusters Score -715893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -715892.937500 Penalty: 4179.056152
	Iteration 57Q: 3 clusters Score -715892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -715893.750000 Penalty: 4179.056152
	Iteration 58Q: 3 clusters Score -715893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -715894.250000 Penalty: 4179.056152
	Iteration 59Q: 3 clusters Score -715894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -715894.250000 Penalty: 4179.056152
	Iteration 60F: 3 clusters Score -715894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -566761.875000 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -566761.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -563133.500000 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -563133.5 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -563984.437500 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -563984.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -564263.125000 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -564263.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -564451.437500 Penalty: 4068.566895
	Iteration 3F: 3 clusters Score -564451.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -564569.437500 Penalty: 4068.566895
	Iteration 4Q: 3 clusters Score -564569.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -564669.875000 Penalty: 4068.566895
	Iteration 5Q: 3 clusters Score -564669.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -564766.500000 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -564766.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -564849.750000 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -564849.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -564907.687500 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -564907.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -564953.812500 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -564953.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -565003.625000 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -565003.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -565041.562500 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -565041.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -565067.250000 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -565067.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -565086.937500 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -565086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -565098.312500 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -565098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -565107.437500 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -565107.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -565115.500000 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -565115.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -565123.250000 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -565123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -565130.437500 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -565130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -565137.312500 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -565137.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -565147.625000 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -565147.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -565156.187500 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -565156.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -565165.437500 Penalty: 4068.566895
	Iteration 22Q: 3 clusters Score -565165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -565173.437500 Penalty: 4068.566895
	Iteration 23Q: 3 clusters Score -565173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -565178.125000 Penalty: 4068.566895
	Iteration 24Q: 3 clusters Score -565178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -565180.312500 Penalty: 4068.566895
	Iteration 25Q: 3 clusters Score -565180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -565181.125000 Penalty: 4068.566895
	Iteration 26Q: 3 clusters Score -565181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -565184.750000 Penalty: 4068.566895
	Iteration 27Q: 3 clusters Score -565184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -565185.375000 Penalty: 4068.566895
	Iteration 28Q: 3 clusters Score -565185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -565186.875000 Penalty: 4068.566895
	Iteration 29Q: 3 clusters Score -565186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -565186.875000 Penalty: 4068.566895
	Iteration 30F: 3 clusters Score -565186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -889044.812500 Penalty: 2153.689453
	Iteration 0F: 2 clusters Score -889044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -883999.000000 Penalty: 4307.378906
	Iteration 0F: 3 clusters Score -883999 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -885487.000000 Penalty: 4307.378906
	Iteration 1F: 3 clusters Score -885487 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -885983.375000 Penalty: 4307.378906
	Iteration 2F: 3 clusters Score -885983.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -886451.000000 Penalty: 4307.378906
	Iteration 3F: 3 clusters Score -886451 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -886898.062500 Penalty: 4307.378906
	Iteration 4F: 3 clusters Score -886898.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -887224.187500 Penalty: 4307.378906
	Iteration 5F: 3 clusters Score -887224.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -887454.437500 Penalty: 4307.378906
	Iteration 6Q: 3 clusters Score -887454.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -887611.562500 Penalty: 4307.378906
	Iteration 7Q: 3 clusters Score -887611.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -887690.750000 Penalty: 4307.378906
	Iteration 8Q: 3 clusters Score -887690.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -887755.125000 Penalty: 4307.378906
	Iteration 9Q: 3 clusters Score -887755.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -887814.125000 Penalty: 4307.378906
	Iteration 10Q: 3 clusters Score -887814.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -887866.125000 Penalty: 4307.378906
	Iteration 11Q: 3 clusters Score -887866.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -887921.562500 Penalty: 4307.378906
	Iteration 12Q: 3 clusters Score -887921.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -887988.000000 Penalty: 4307.378906
	Iteration 13Q: 3 clusters Score -887988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -888080.187500 Penalty: 4307.378906
	Iteration 14Q: 3 clusters Score -888080.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -888205.125000 Penalty: 4307.378906
	Iteration 15Q: 3 clusters Score -888205.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -888330.500000 Penalty: 4307.378906
	Iteration 16Q: 3 clusters Score -888330.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -888382.125000 Penalty: 4307.378906
	Iteration 17Q: 3 clusters Score -888382.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -888411.187500 Penalty: 4307.378906
	Iteration 18Q: 3 clusters Score -888411.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -888423.125000 Penalty: 4307.378906
	Iteration 19Q: 3 clusters Score -888423.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -888433.625000 Penalty: 4307.378906
	Iteration 20F: 3 clusters Score -888433.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -888435.687500 Penalty: 4307.378906
	Iteration 21Q: 3 clusters Score -888435.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -888441.812500 Penalty: 4307.378906
	Iteration 22Q: 3 clusters Score -888441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -888445.375000 Penalty: 4307.378906
	Iteration 23Q: 3 clusters Score -888445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -888445.937500 Penalty: 4307.378906
	Iteration 24Q: 3 clusters Score -888445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -888447.750000 Penalty: 4307.378906
	Iteration 25Q: 3 clusters Score -888447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -888447.750000 Penalty: 4307.378906
	Iteration 26Q: 3 clusters Score -888447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -888449.000000 Penalty: 4307.378906
	Iteration 27Q: 3 clusters Score -888449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -888451.625000 Penalty: 4307.378906
	Iteration 28Q: 3 clusters Score -888451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -888456.500000 Penalty: 4307.378906
	Iteration 29Q: 3 clusters Score -888456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -888457.812500 Penalty: 4307.378906
	Iteration 30Q: 3 clusters Score -888457.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -888462.375000 Penalty: 4307.378906
	Iteration 31Q: 3 clusters Score -888462.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -888469.062500 Penalty: 4307.378906
	Iteration 32Q: 3 clusters Score -888469.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -888475.500000 Penalty: 4307.378906
	Iteration 33Q: 3 clusters Score -888475.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -888482.875000 Penalty: 4307.378906
	Iteration 34Q: 3 clusters Score -888482.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -888484.687500 Penalty: 4307.378906
	Iteration 35Q: 3 clusters Score -888484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -888488.125000 Penalty: 4307.378906
	Iteration 36Q: 3 clusters Score -888488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -888491.250000 Penalty: 4307.378906
	Iteration 37Q: 3 clusters Score -888491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -888493.375000 Penalty: 4307.378906
	Iteration 38Q: 3 clusters Score -888493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -888494.875000 Penalty: 4307.378906
	Iteration 39Q: 3 clusters Score -888494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -888496.500000 Penalty: 4307.378906
	Iteration 40F: 3 clusters Score -888496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -888497.562500 Penalty: 4307.378906
	Iteration 41Q: 3 clusters Score -888497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -888497.437500 Penalty: 4307.378906
	Iteration 42Q: 3 clusters Score -888497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -888498.250000 Penalty: 4307.378906
	Iteration 43Q: 3 clusters Score -888498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -888499.750000 Penalty: 4307.378906
	Iteration 44Q: 3 clusters Score -888499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -888499.750000 Penalty: 4307.378906
	Iteration 45Q: 3 clusters Score -888499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -888500.375000 Penalty: 4307.378906
	Iteration 46Q: 3 clusters Score -888500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -888503.375000 Penalty: 4307.378906
	Iteration 47Q: 3 clusters Score -888503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -888504.562500 Penalty: 4307.378906
	Iteration 48Q: 3 clusters Score -888504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -888503.812500 Penalty: 4307.378906
	Iteration 49Q: 3 clusters Score -888503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -888504.250000 Penalty: 4307.378906
	Iteration 50Q: 3 clusters Score -888504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -888504.250000 Penalty: 4307.378906
	Iteration 51F: 3 clusters Score -888504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -71715.382812 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -71715.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70194.929688 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -70194.93 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70390.312500 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -70390.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70482.406250 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -70482.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -70574.820312 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -70574.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70683.406250 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -70683.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70830.015625 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -70830.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70944.210938 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -70944.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71068.820312 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -71068.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71099.320312 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -71099.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71110.695312 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -71110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71110.695312 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -71110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (42235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Entering Unmasked Estep 
Score: -6533036.500000 Penalty: 2641.449219
	Iteration 0F: 2 clusters Score -6533036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -6504849.000000 Penalty: 5282.898438
	Iteration 0F: 3 clusters Score -6504849 nChanged 19240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -6515444.500000 Penalty: 5282.898438
	Iteration 1F: 3 clusters Score -6515444 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -6516217.500000 Penalty: 5282.898438
	Iteration 2F: 3 clusters Score -6516218 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6517087.000000 Penalty: 5282.898438
	Iteration 3Q: 3 clusters Score -6517087 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -6517990.500000 Penalty: 5282.898438
	Iteration 4F: 3 clusters Score -6517990 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -6518957.500000 Penalty: 5282.898438
	Iteration 5F: 3 clusters Score -6518958 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -6519869.500000 Penalty: 5282.898438
	Iteration 6Q: 3 clusters Score -6519870 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -6520721.500000 Penalty: 5282.898438
	Iteration 7Q: 3 clusters Score -6520722 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -6521547.500000 Penalty: 5282.898438
	Iteration 8Q: 3 clusters Score -6521548 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -6522338.000000 Penalty: 5282.898438
	Iteration 9Q: 3 clusters Score -6522338 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -6523127.000000 Penalty: 5282.898438
	Iteration 10Q: 3 clusters Score -6523127 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -6523970.500000 Penalty: 5282.898438
	Iteration 11Q: 3 clusters Score -6523970 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -6524927.500000 Penalty: 5282.898438
	Iteration 12Q: 3 clusters Score -6524928 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -6525980.500000 Penalty: 5282.898438
	Iteration 13Q: 3 clusters Score -6525980 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -6527015.000000 Penalty: 5282.898438
	Iteration 14Q: 3 clusters Score -6527015 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -6527983.500000 Penalty: 5282.898438
	Iteration 15Q: 3 clusters Score -6527984 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -6528770.000000 Penalty: 5282.898438
	Iteration 16Q: 3 clusters Score -6528770 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -6529420.500000 Penalty: 5282.898438
	Iteration 17Q: 3 clusters Score -6529420 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -6529899.000000 Penalty: 5282.898438
	Iteration 18Q: 3 clusters Score -6529899 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -6530234.500000 Penalty: 5282.898438
	Iteration 19Q: 3 clusters Score -6530234 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -6530453.000000 Penalty: 5282.898438
	Iteration 20F: 3 clusters Score -6530453 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -6530548.000000 Penalty: 5282.898438
	Iteration 21Q: 3 clusters Score -6530548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6530624.500000 Penalty: 5282.898438
	Iteration 22Q: 3 clusters Score -6530624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -6530659.500000 Penalty: 5282.898438
	Iteration 23Q: 3 clusters Score -6530660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -6530702.000000 Penalty: 5282.898438
	Iteration 24Q: 3 clusters Score -6530702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6530732.000000 Penalty: 5282.898438
	Iteration 25Q: 3 clusters Score -6530732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -6530745.000000 Penalty: 5282.898438
	Iteration 26Q: 3 clusters Score -6530745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -6530756.500000 Penalty: 5282.898438
	Iteration 27Q: 3 clusters Score -6530756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -6530762.500000 Penalty: 5282.898438
	Iteration 28Q: 3 clusters Score -6530762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -6530781.000000 Penalty: 5282.898438
	Iteration 29Q: 3 clusters Score -6530781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -6530809.000000 Penalty: 5282.898438
	Iteration 30Q: 3 clusters Score -6530809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -6530818.000000 Penalty: 5282.898438
	Iteration 31Q: 3 clusters Score -6530818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6530829.000000 Penalty: 5282.898438
	Iteration 32Q: 3 clusters Score -6530829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -6530832.500000 Penalty: 5282.898438
	Iteration 33Q: 3 clusters Score -6530832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -6530832.500000 Penalty: 5282.898438
	Iteration 34Q: 3 clusters Score -6530832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -6530835.000000 Penalty: 5282.898438
	Iteration 35Q: 3 clusters Score -6530835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -6530835.500000 Penalty: 5282.898438
	Iteration 36Q: 3 clusters Score -6530836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6530832.500000 Penalty: 5282.898438
	Iteration 37Q: 3 clusters Score -6530832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -6530839.500000 Penalty: 5282.898438
	Iteration 38Q: 3 clusters Score -6530840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -6530839.500000 Penalty: 5282.898438
	Iteration 39F: 3 clusters Score -6530840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (3118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Entering Unmasked Estep 
Score: -474265.000000 Penalty: 1995.146729
	Iteration 0F: 2 clusters Score -474265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -470941.687500 Penalty: 3990.293457
	Iteration 0F: 3 clusters Score -470941.7 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -471679.906250 Penalty: 3990.293457
	Iteration 1F: 3 clusters Score -471679.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -471915.875000 Penalty: 3990.293457
	Iteration 2F: 3 clusters Score -471915.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -472036.031250 Penalty: 3990.293457
	Iteration 3F: 3 clusters Score -472036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -472106.156250 Penalty: 3990.293457
	Iteration 4Q: 3 clusters Score -472106.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -472149.375000 Penalty: 3990.293457
	Iteration 5Q: 3 clusters Score -472149.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -472179.468750 Penalty: 3990.293457
	Iteration 6Q: 3 clusters Score -472179.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -472208.593750 Penalty: 3990.293457
	Iteration 7Q: 3 clusters Score -472208.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -472236.687500 Penalty: 3990.293457
	Iteration 8Q: 3 clusters Score -472236.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -472263.718750 Penalty: 3990.293457
	Iteration 9Q: 3 clusters Score -472263.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -472284.562500 Penalty: 3990.293457
	Iteration 10Q: 3 clusters Score -472284.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -472299.031250 Penalty: 3990.293457
	Iteration 11Q: 3 clusters Score -472299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -472319.250000 Penalty: 3990.293457
	Iteration 12Q: 3 clusters Score -472319.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -472340.937500 Penalty: 3990.293457
	Iteration 13Q: 3 clusters Score -472340.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -472366.750000 Penalty: 3990.293457
	Iteration 14Q: 3 clusters Score -472366.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -472388.468750 Penalty: 3990.293457
	Iteration 15Q: 3 clusters Score -472388.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -472403.718750 Penalty: 3990.293457
	Iteration 16Q: 3 clusters Score -472403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -472412.125000 Penalty: 3990.293457
	Iteration 17Q: 3 clusters Score -472412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -472417.656250 Penalty: 3990.293457
	Iteration 18Q: 3 clusters Score -472417.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -472423.281250 Penalty: 3990.293457
	Iteration 19Q: 3 clusters Score -472423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -472425.625000 Penalty: 3990.293457
	Iteration 20F: 3 clusters Score -472425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -472431.312500 Penalty: 3990.293457
	Iteration 21Q: 3 clusters Score -472431.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -472437.781250 Penalty: 3990.293457
	Iteration 22Q: 3 clusters Score -472437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -472443.531250 Penalty: 3990.293457
	Iteration 23Q: 3 clusters Score -472443.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -472450.000000 Penalty: 3990.293457
	Iteration 24Q: 3 clusters Score -472450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -472453.937500 Penalty: 3990.293457
	Iteration 25Q: 3 clusters Score -472453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -472454.968750 Penalty: 3990.293457
	Iteration 26Q: 3 clusters Score -472455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -472455.062500 Penalty: 3990.293457
	Iteration 27Q: 3 clusters Score -472455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -472455.062500 Penalty: 3990.293457
	Iteration 28F: 3 clusters Score -472455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -862616.250000 Penalty: 2138.368408
	Iteration 0F: 2 clusters Score -862616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -857781.125000 Penalty: 4276.736816
	Iteration 0F: 3 clusters Score -857781.1 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -858996.687500 Penalty: 4276.736816
	Iteration 1F: 3 clusters Score -858996.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -859202.562500 Penalty: 4276.736816
	Iteration 2F: 3 clusters Score -859202.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -859336.812500 Penalty: 4276.736816
	Iteration 3Q: 3 clusters Score -859336.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -859448.937500 Penalty: 4276.736816
	Iteration 4Q: 3 clusters Score -859448.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -859550.312500 Penalty: 4276.736816
	Iteration 5Q: 3 clusters Score -859550.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -859649.937500 Penalty: 4276.736816
	Iteration 6Q: 3 clusters Score -859649.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -859750.750000 Penalty: 4276.736816
	Iteration 7Q: 3 clusters Score -859750.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -859864.687500 Penalty: 4276.736816
	Iteration 8Q: 3 clusters Score -859864.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -860037.937500 Penalty: 4276.736816
	Iteration 9Q: 3 clusters Score -860037.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -860206.937500 Penalty: 4276.736816
	Iteration 10Q: 3 clusters Score -860206.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -860375.562500 Penalty: 4276.736816
	Iteration 11Q: 3 clusters Score -860375.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -860523.937500 Penalty: 4276.736816
	Iteration 12Q: 3 clusters Score -860523.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -860671.250000 Penalty: 4276.736816
	Iteration 13Q: 3 clusters Score -860671.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -860791.875000 Penalty: 4276.736816
	Iteration 14Q: 3 clusters Score -860791.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -860900.125000 Penalty: 4276.736816
	Iteration 15Q: 3 clusters Score -860900.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -860974.000000 Penalty: 4276.736816
	Iteration 16Q: 3 clusters Score -860974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -861024.812500 Penalty: 4276.736816
	Iteration 17Q: 3 clusters Score -861024.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -861063.375000 Penalty: 4276.736816
	Iteration 18Q: 3 clusters Score -861063.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -861092.687500 Penalty: 4276.736816
	Iteration 19Q: 3 clusters Score -861092.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -861125.062500 Penalty: 4276.736816
	Iteration 20F: 3 clusters Score -861125.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -861145.625000 Penalty: 4276.736816
	Iteration 21Q: 3 clusters Score -861145.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -861167.437500 Penalty: 4276.736816
	Iteration 22Q: 3 clusters Score -861167.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -861182.312500 Penalty: 4276.736816
	Iteration 23Q: 3 clusters Score -861182.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -861193.625000 Penalty: 4276.736816
	Iteration 24Q: 3 clusters Score -861193.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -861200.875000 Penalty: 4276.736816
	Iteration 25Q: 3 clusters Score -861200.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -861205.375000 Penalty: 4276.736816
	Iteration 26Q: 3 clusters Score -861205.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -861212.312500 Penalty: 4276.736816
	Iteration 27Q: 3 clusters Score -861212.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -861221.625000 Penalty: 4276.736816
	Iteration 28Q: 3 clusters Score -861221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -861228.500000 Penalty: 4276.736816
	Iteration 29Q: 3 clusters Score -861228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -861234.125000 Penalty: 4276.736816
	Iteration 30Q: 3 clusters Score -861234.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -861238.000000 Penalty: 4276.736816
	Iteration 31Q: 3 clusters Score -861238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -861241.312500 Penalty: 4276.736816
	Iteration 32Q: 3 clusters Score -861241.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -861245.250000 Penalty: 4276.736816
	Iteration 33Q: 3 clusters Score -861245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -861247.250000 Penalty: 4276.736816
	Iteration 34Q: 3 clusters Score -861247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -861248.187500 Penalty: 4276.736816
	Iteration 35Q: 3 clusters Score -861248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -861249.187500 Penalty: 4276.736816
	Iteration 36Q: 3 clusters Score -861249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -861249.937500 Penalty: 4276.736816
	Iteration 37Q: 3 clusters Score -861249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -861251.562500 Penalty: 4276.736816
	Iteration 38Q: 3 clusters Score -861251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -861251.250000 Penalty: 4276.736816
	Iteration 39Q: 3 clusters Score -861251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -861253.250000 Penalty: 4276.736816
	Iteration 40F: 3 clusters Score -861253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -861255.125000 Penalty: 4276.736816
	Iteration 41Q: 3 clusters Score -861255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -861255.812500 Penalty: 4276.736816
	Iteration 42Q: 3 clusters Score -861255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -861256.937500 Penalty: 4276.736816
	Iteration 43Q: 3 clusters Score -861256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -861257.000000 Penalty: 4276.736816
	Iteration 44Q: 3 clusters Score -861257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -861258.687500 Penalty: 4276.736816
	Iteration 45Q: 3 clusters Score -861258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -861259.625000 Penalty: 4276.736816
	Iteration 46Q: 3 clusters Score -861259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -861261.125000 Penalty: 4276.736816
	Iteration 47Q: 3 clusters Score -861261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -861262.375000 Penalty: 4276.736816
	Iteration 48Q: 3 clusters Score -861262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -861262.687500 Penalty: 4276.736816
	Iteration 49Q: 3 clusters Score -861262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -861262.687500 Penalty: 4276.736816
	Iteration 50Q: 3 clusters Score -861262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -861262.187500 Penalty: 4276.736816
	Iteration 51Q: 3 clusters Score -861262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -861264.312500 Penalty: 4276.736816
	Iteration 52Q: 3 clusters Score -861264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -861266.125000 Penalty: 4276.736816
	Iteration 53Q: 3 clusters Score -861266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -861266.687500 Penalty: 4276.736816
	Iteration 54Q: 3 clusters Score -861266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -861266.750000 Penalty: 4276.736816
	Iteration 55Q: 3 clusters Score -861266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -861267.000000 Penalty: 4276.736816
	Iteration 56Q: 3 clusters Score -861267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -861267.000000 Penalty: 4276.736816
	Iteration 57F: 3 clusters Score -861267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -601498.625000 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -601498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -597601.687500 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -597601.7 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -598506.312500 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -598506.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -598745.125000 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -598745.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -598907.875000 Penalty: 4118.415527
	Iteration 3F: 3 clusters Score -598907.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -599035.687500 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -599035.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -599154.437500 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -599154.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -599281.250000 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -599281.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -599391.000000 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -599391 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -599480.000000 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -599480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -599547.812500 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -599547.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -599616.375000 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -599616.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -599672.062500 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -599672.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -599709.125000 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -599709.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -599734.875000 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -599734.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -599758.125000 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -599758.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -599775.625000 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -599775.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -599789.812500 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -599789.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -599802.625000 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -599802.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -599813.875000 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -599813.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -599821.562500 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -599821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -599826.437500 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -599826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -599829.062500 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -599829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -599830.187500 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -599830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -599831.187500 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -599831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -599831.250000 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -599831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -599831.250000 Penalty: 4118.415527
	Iteration 25F: 3 clusters Score -599831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -903636.687500 Penalty: 2147.226562
	Iteration 0F: 2 clusters Score -903636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -898576.937500 Penalty: 4294.453125
	Iteration 0F: 3 clusters Score -898576.9 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -899889.437500 Penalty: 4294.453125
	Iteration 1F: 3 clusters Score -899889.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -900182.437500 Penalty: 4294.453125
	Iteration 2F: 3 clusters Score -900182.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -900361.937500 Penalty: 4294.453125
	Iteration 3F: 3 clusters Score -900361.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -900514.937500 Penalty: 4294.453125
	Iteration 4Q: 3 clusters Score -900514.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -900615.250000 Penalty: 4294.453125
	Iteration 5Q: 3 clusters Score -900615.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -900704.937500 Penalty: 4294.453125
	Iteration 6Q: 3 clusters Score -900704.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -900785.687500 Penalty: 4294.453125
	Iteration 7Q: 3 clusters Score -900785.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -900849.375000 Penalty: 4294.453125
	Iteration 8Q: 3 clusters Score -900849.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -900910.562500 Penalty: 4294.453125
	Iteration 9Q: 3 clusters Score -900910.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -900966.000000 Penalty: 4294.453125
	Iteration 10Q: 3 clusters Score -900966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -901021.312500 Penalty: 4294.453125
	Iteration 11Q: 3 clusters Score -901021.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -901075.625000 Penalty: 4294.453125
	Iteration 12Q: 3 clusters Score -901075.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -901122.437500 Penalty: 4294.453125
	Iteration 13Q: 3 clusters Score -901122.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -901171.812500 Penalty: 4294.453125
	Iteration 14Q: 3 clusters Score -901171.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -901235.250000 Penalty: 4294.453125
	Iteration 15Q: 3 clusters Score -901235.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -901284.625000 Penalty: 4294.453125
	Iteration 16Q: 3 clusters Score -901284.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -901328.500000 Penalty: 4294.453125
	Iteration 17Q: 3 clusters Score -901328.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -901382.625000 Penalty: 4294.453125
	Iteration 18Q: 3 clusters Score -901382.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -901443.375000 Penalty: 4294.453125
	Iteration 19Q: 3 clusters Score -901443.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -901508.437500 Penalty: 4294.453125
	Iteration 20F: 3 clusters Score -901508.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -901562.250000 Penalty: 4294.453125
	Iteration 21Q: 3 clusters Score -901562.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -901609.312500 Penalty: 4294.453125
	Iteration 22Q: 3 clusters Score -901609.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -901642.687500 Penalty: 4294.453125
	Iteration 23Q: 3 clusters Score -901642.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -901674.687500 Penalty: 4294.453125
	Iteration 24Q: 3 clusters Score -901674.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -901703.187500 Penalty: 4294.453125
	Iteration 25Q: 3 clusters Score -901703.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -901718.875000 Penalty: 4294.453125
	Iteration 26Q: 3 clusters Score -901718.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -901736.937500 Penalty: 4294.453125
	Iteration 27Q: 3 clusters Score -901736.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -901755.687500 Penalty: 4294.453125
	Iteration 28Q: 3 clusters Score -901755.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -901771.187500 Penalty: 4294.453125
	Iteration 29Q: 3 clusters Score -901771.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -901787.687500 Penalty: 4294.453125
	Iteration 30Q: 3 clusters Score -901787.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -901806.250000 Penalty: 4294.453125
	Iteration 31Q: 3 clusters Score -901806.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -901817.187500 Penalty: 4294.453125
	Iteration 32Q: 3 clusters Score -901817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -901824.500000 Penalty: 4294.453125
	Iteration 33Q: 3 clusters Score -901824.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -901832.625000 Penalty: 4294.453125
	Iteration 34Q: 3 clusters Score -901832.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -901842.437500 Penalty: 4294.453125
	Iteration 35Q: 3 clusters Score -901842.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -901851.750000 Penalty: 4294.453125
	Iteration 36Q: 3 clusters Score -901851.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -901857.437500 Penalty: 4294.453125
	Iteration 37Q: 3 clusters Score -901857.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -901867.125000 Penalty: 4294.453125
	Iteration 38Q: 3 clusters Score -901867.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -901876.562500 Penalty: 4294.453125
	Iteration 39Q: 3 clusters Score -901876.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -901879.000000 Penalty: 4294.453125
	Iteration 40F: 3 clusters Score -901879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -901882.437500 Penalty: 4294.453125
	Iteration 41Q: 3 clusters Score -901882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -901884.437500 Penalty: 4294.453125
	Iteration 42Q: 3 clusters Score -901884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -901885.875000 Penalty: 4294.453125
	Iteration 43Q: 3 clusters Score -901885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -901890.312500 Penalty: 4294.453125
	Iteration 44Q: 3 clusters Score -901890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -901892.000000 Penalty: 4294.453125
	Iteration 45Q: 3 clusters Score -901892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -901894.500000 Penalty: 4294.453125
	Iteration 46Q: 3 clusters Score -901894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -901899.937500 Penalty: 4294.453125
	Iteration 47Q: 3 clusters Score -901899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -901901.250000 Penalty: 4294.453125
	Iteration 48Q: 3 clusters Score -901901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -901902.375000 Penalty: 4294.453125
	Iteration 49Q: 3 clusters Score -901902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -901903.687500 Penalty: 4294.453125
	Iteration 50Q: 3 clusters Score -901903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -901904.375000 Penalty: 4294.453125
	Iteration 51Q: 3 clusters Score -901904.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -901903.875000 Penalty: 4294.453125
	Iteration 52Q: 3 clusters Score -901903.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -901906.812500 Penalty: 4294.453125
	Iteration 53Q: 3 clusters Score -901906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -901908.375000 Penalty: 4294.453125
	Iteration 54Q: 3 clusters Score -901908.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -901911.687500 Penalty: 4294.453125
	Iteration 55Q: 3 clusters Score -901911.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -901914.812500 Penalty: 4294.453125
	Iteration 56Q: 3 clusters Score -901914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -901916.312500 Penalty: 4294.453125
	Iteration 57Q: 3 clusters Score -901916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -901916.437500 Penalty: 4294.453125
	Iteration 58Q: 3 clusters Score -901916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -901917.937500 Penalty: 4294.453125
	Iteration 59Q: 3 clusters Score -901917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -901918.812500 Penalty: 4294.453125
	Iteration 60F: 3 clusters Score -901918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -901919.187500 Penalty: 4294.453125
	Iteration 61Q: 3 clusters Score -901919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -901918.937500 Penalty: 4294.453125
	Iteration 62Q: 3 clusters Score -901918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -901918.937500 Penalty: 4294.453125
	Iteration 63F: 3 clusters Score -901918.9 nChanged 0
--- Evaluating fit on full set of 2997534 points ---
Entering Unmasked Estep 
Score: -460851488.000000 Penalty: 225608.406250
21->62 Clusters: Score -460851488.000000, best is -460887776.000000

Main iterations: 0 (time per=infms)
Total iterations: 35945 (time per=497.917935ms)
Iterations metric 2: 1266442567680.000000 (time per=14.132232ns)
Iterations metric 3: 37994991976448.000000 (time per=471.053137ps)

That took 17897.660156 seconds.
